diff --git "a/README.md" "b/README.md" --- "a/README.md" +++ "b/README.md" @@ -11,17 +11,17 @@ model-index: type: mteb/amazon_counterfactual metrics: - type: accuracy - value: 94.35532233883059 + value: 74.16041979010495 - type: ap - value: 60.40219300665376 + value: 22.731316107205824 - type: ap_weighted - value: 60.40219300665376 + value: 22.731316107205824 - type: f1 - value: 86.52001470357649 + value: 61.311184650259634 - type: f1_weighted - value: 94.65531755022661 + value: 78.92070802470501 - type: main_score - value: 94.35532233883059 + value: 74.16041979010495 task: type: Classification - dataset: @@ -32,17 +32,17 @@ model-index: type: mteb/amazon_counterfactual metrics: - type: accuracy - value: 91.71641791044776 + value: 72.35820895522387 - type: ap - value: 68.4050364584575 + value: 34.13026440006763 - type: ap_weighted - value: 68.4050364584575 + value: 34.13026440006763 - type: f1 - value: 87.91854774634491 + value: 65.91101941691169 - type: f1_weighted - value: 92.0430596057422 + value: 74.90947851184335 - type: main_score - value: 91.71641791044776 + value: 72.35820895522387 task: type: Classification - dataset: @@ -53,17 +53,17 @@ model-index: type: mteb/amazon_polarity metrics: - type: accuracy - value: 96.49945000000001 + value: 95.2693 - type: ap - value: 94.97348227456295 + value: 93.69278757537118 - type: ap_weighted - value: 94.97348227456295 + value: 93.69278757537118 - type: f1 - value: 96.49855824500423 + value: 95.26705627226383 - type: f1_weighted - value: 96.49855824500422 + value: 95.26705627226384 - type: main_score - value: 96.49945000000001 + value: 95.2693 task: type: Classification - dataset: @@ -74,13 +74,13 @@ model-index: type: mteb/amazon_reviews_multi metrics: - type: accuracy - value: 61.242 + value: 51.01 - type: f1 - value: 59.353696237560094 + value: 48.69903082137716 - type: f1_weighted - value: 59.35369623756011 + value: 48.69903082137716 - type: main_score - value: 61.242 + value: 51.01 task: type: Classification - dataset: @@ -91,287 +91,287 @@ model-index: type: mteb/arguana metrics: - type: main_score - value: 56.569 + value: 56.713 - type: map_at_1 - value: 31.080999999999996 + value: 31.436999999999998 - type: map_at_10 - value: 47.432 + value: 47.632000000000005 - type: map_at_100 - value: 48.247 + value: 48.418 - type: map_at_1000 - value: 48.251 + value: 48.421 - type: map_at_20 - value: 48.114000000000004 + value: 48.274 - type: map_at_3 - value: 42.425000000000004 + value: 42.568 - type: map_at_5 - value: 45.128 + value: 45.473 - type: mrr_at_1 - value: 31.57894736842105 + value: 31.934566145092464 - type: mrr_at_10 - value: 47.6253132832081 + value: 47.80803359750735 - type: mrr_at_100 - value: 48.440395388879296 + value: 48.594181951484266 - type: mrr_at_1000 - value: 48.44416076630039 + value: 48.59689299100106 - type: mrr_at_20 - value: 48.30706364782469 + value: 48.450028297368256 - type: mrr_at_3 - value: 42.59127548601235 + value: 42.7453769559033 - type: mrr_at_5 - value: 45.347321005215804 + value: 45.625889046941744 - type: nauc_map_at_1000_diff1 - value: 7.110790588301176 + value: 11.309764384647323 - type: nauc_map_at_1000_max - value: -12.892696039828866 + value: -12.696935142377729 - type: nauc_map_at_1000_std - value: -15.5709273320573 + value: -12.712119206533423 - type: nauc_map_at_100_diff1 - value: 7.117551663882657 + value: 11.311862879869643 - type: nauc_map_at_100_max - value: -12.882680977142957 + value: -12.688064356825764 - type: nauc_map_at_100_std - value: -15.56350483617667 + value: -12.708245196445258 - type: nauc_map_at_10_diff1 - value: 6.903272993199564 + value: 11.180369964075947 - type: nauc_map_at_10_max - value: -13.012877497725961 + value: -12.557609097774142 - type: nauc_map_at_10_std - value: -15.947400478856006 + value: -12.86587547951096 - type: nauc_map_at_1_diff1 - value: 10.03503740028087 + value: 13.545199807116537 - type: nauc_map_at_1_max - value: -13.351553937797 + value: -15.05694303234355 - type: nauc_map_at_1_std - value: -14.137614923859612 + value: -13.135999468701948 - type: nauc_map_at_20_diff1 - value: 7.01754882034529 + value: 11.301805884587152 - type: nauc_map_at_20_max - value: -12.864438636302197 + value: -12.580961418657783 - type: nauc_map_at_20_std - value: -15.541510619190976 + value: -12.626994998566007 - type: nauc_map_at_3_diff1 - value: 7.018587254951812 + value: 11.021077829815507 - type: nauc_map_at_3_max - value: -13.38420244471981 + value: -13.20022886911152 - type: nauc_map_at_3_std - value: -16.127099270987785 + value: -13.127711855412471 - type: nauc_map_at_5_diff1 - value: 6.920961668066123 + value: 11.138694322935278 - type: nauc_map_at_5_max - value: -13.169892625713931 + value: -12.748146823323433 - type: nauc_map_at_5_std - value: -16.21272880801226 + value: -13.183789787796002 - type: nauc_mrr_at_1000_diff1 - value: 5.5525831294754004 + value: 9.677867008889587 - type: nauc_mrr_at_1000_max - value: -12.98089269414052 + value: -13.420330905625857 - type: nauc_mrr_at_1000_std - value: -15.396489593627944 + value: -12.792519437553008 - type: nauc_mrr_at_100_diff1 - value: 5.559525360367539 + value: 9.680107626011944 - type: nauc_mrr_at_100_max - value: -12.970885236428334 + value: -13.411410836965254 - type: nauc_mrr_at_100_std - value: -15.389102542398783 + value: -12.788644939208261 - type: nauc_mrr_at_10_diff1 - value: 5.38828048977972 + value: 9.589680890065521 - type: nauc_mrr_at_10_max - value: -13.096637253890634 + value: -13.261739941834202 - type: nauc_mrr_at_10_std - value: -15.775810422484374 + value: -12.944134710141187 - type: nauc_mrr_at_1_diff1 - value: 8.58091801149426 + value: 12.085031779160564 - type: nauc_mrr_at_1_max - value: -12.352949021555306 + value: -15.02002211766975 - type: nauc_mrr_at_1_std - value: -13.545487974417847 + value: -13.355756268733016 - type: nauc_mrr_at_20_diff1 - value: 5.4666282281067735 + value: 9.677873154739816 - type: nauc_mrr_at_20_max - value: -12.952039027828944 + value: -13.300790622622587 - type: nauc_mrr_at_20_std - value: -15.367907454271231 + value: -12.707185337847148 - type: nauc_mrr_at_3_diff1 - value: 5.1862331302405735 + value: 9.472988614112802 - type: nauc_mrr_at_3_max - value: -13.816401285559108 + value: -13.919505060412762 - type: nauc_mrr_at_3_std - value: -15.872101319770382 + value: -13.164277574722277 - type: nauc_mrr_at_5_diff1 - value: 5.471097057115419 + value: 9.467059127457365 - type: nauc_mrr_at_5_max - value: -13.269134531334442 + value: -13.584824274866206 - type: nauc_mrr_at_5_std - value: -15.95735511276538 + value: -13.199173673034172 - type: nauc_ndcg_at_1000_diff1 - value: 6.8032235432235275 + value: 11.117383537119457 - type: nauc_ndcg_at_1000_max - value: -12.52617810408163 + value: -12.047108406166398 - type: nauc_ndcg_at_1000_std - value: -15.38677998208727 + value: -12.4255053792295 - type: nauc_ndcg_at_100_diff1 - value: 6.971743190062509 + value: 11.199092599092824 - type: nauc_ndcg_at_100_max - value: -12.284060222136334 + value: -11.816562361312737 - type: nauc_ndcg_at_100_std - value: -15.203583619739097 + value: -12.321599738274934 - type: nauc_ndcg_at_10_diff1 - value: 5.9423315360857005 + value: 10.619688096042301 - type: nauc_ndcg_at_10_max - value: -12.649746010742199 + value: -10.991140718309158 - type: nauc_ndcg_at_10_std - value: -16.72153869758235 + value: -12.913717053782964 - type: nauc_ndcg_at_1_diff1 - value: 10.03503740028087 + value: 13.545199807116537 - type: nauc_ndcg_at_1_max - value: -13.351553937797 + value: -15.05694303234355 - type: nauc_ndcg_at_1_std - value: -14.137614923859612 + value: -13.135999468701948 - type: nauc_ndcg_at_20_diff1 - value: 6.379802915097805 + value: 11.079239059115043 - type: nauc_ndcg_at_20_max - value: -12.01427315352701 + value: -11.107522795986476 - type: nauc_ndcg_at_20_std - value: -15.108250307425825 + value: -11.917269092652596 - type: nauc_ndcg_at_3_diff1 - value: 6.298556094258956 + value: 10.328082482022936 - type: nauc_ndcg_at_3_max - value: -13.536187803253377 + value: -12.609971276627075 - type: nauc_ndcg_at_3_std - value: -16.999347732797407 + value: -13.581875503621793 - type: nauc_ndcg_at_5_diff1 - value: 6.099858591554027 + value: 10.598034768408395 - type: nauc_ndcg_at_5_max - value: -13.097631098081774 + value: -11.664284036838387 - type: nauc_ndcg_at_5_std - value: -17.215525664264348 + value: -13.738318585447246 - type: nauc_precision_at_1000_diff1 - value: -21.130247827110427 + value: 3.733355117431035 - type: nauc_precision_at_1000_max - value: 24.21748822806628 + value: 22.126811641224737 - type: nauc_precision_at_1000_std - value: 83.6578697460551 + value: 77.22610895194498 - type: nauc_precision_at_100_diff1 - value: 29.395727608507894 + value: 27.682371417569136 - type: nauc_precision_at_100_max - value: 51.676651935775695 + value: 55.30719621706036 - type: nauc_precision_at_100_std - value: 62.92260397258278 + value: 51.87386775498134 - type: nauc_precision_at_10_diff1 - value: -0.25306953208178373 + value: 7.322656348885176 - type: nauc_precision_at_10_max - value: -9.710491261292093 + value: 0.2704135680738493 - type: nauc_precision_at_10_std - value: -21.697648668302183 + value: -12.841217202927321 - type: nauc_precision_at_1_diff1 - value: 10.03503740028087 + value: 13.545199807116537 - type: nauc_precision_at_1_max - value: -13.351553937797 + value: -15.05694303234355 - type: nauc_precision_at_1_std - value: -14.137614923859612 + value: -13.135999468701948 - type: nauc_precision_at_20_diff1 - value: -2.084669856957687 + value: 10.486079260481048 - type: nauc_precision_at_20_max - value: 6.736841084303921 + value: 14.003109613986817 - type: nauc_precision_at_20_std - value: -0.330152716888139 + value: 4.910816164725959 - type: nauc_precision_at_3_diff1 - value: 4.202256387521114 + value: 8.271896718206264 - type: nauc_precision_at_3_max - value: -14.043068948669681 + value: -10.827383320727357 - type: nauc_precision_at_3_std - value: -19.71625712734227 + value: -15.106532989878312 - type: nauc_precision_at_5_diff1 - value: 3.2694130100522667 + value: 8.834654894956898 - type: nauc_precision_at_5_max - value: -12.7772753118202 + value: -7.540039352361894 - type: nauc_precision_at_5_std - value: -20.917228577779888 + value: -15.969132098353741 - type: nauc_recall_at_1000_diff1 - value: -21.13024782711332 + value: 3.733355117431255 - type: nauc_recall_at_1000_max - value: 24.21748822806101 + value: 22.126811641217202 - type: nauc_recall_at_1000_std - value: 83.6578697460535 + value: 77.22610895193765 - type: nauc_recall_at_100_diff1 - value: 29.395727608504448 + value: 27.682371417566458 - type: nauc_recall_at_100_max - value: 51.67665193577227 + value: 55.30719621705814 - type: nauc_recall_at_100_std - value: 62.92260397258032 + value: 51.8738677549813 - type: nauc_recall_at_10_diff1 - value: -0.2530695320818313 + value: 7.322656348885266 - type: nauc_recall_at_10_max - value: -9.710491261292015 + value: 0.27041356807404016 - type: nauc_recall_at_10_std - value: -21.697648668302048 + value: -12.841217202927096 - type: nauc_recall_at_1_diff1 - value: 10.03503740028087 + value: 13.545199807116537 - type: nauc_recall_at_1_max - value: -13.351553937797 + value: -15.05694303234355 - type: nauc_recall_at_1_std - value: -14.137614923859612 + value: -13.135999468701948 - type: nauc_recall_at_20_diff1 - value: -2.0846698569576856 + value: 10.486079260481167 - type: nauc_recall_at_20_max - value: 6.736841084303534 + value: 14.003109613986972 - type: nauc_recall_at_20_std - value: -0.3301527168878837 + value: 4.910816164726593 - type: nauc_recall_at_3_diff1 - value: 4.202256387521115 + value: 8.271896718206312 - type: nauc_recall_at_3_max - value: -14.043068948669694 + value: -10.827383320727314 - type: nauc_recall_at_3_std - value: -19.716257127342317 + value: -15.106532989878287 - type: nauc_recall_at_5_diff1 - value: 3.26941301005235 + value: 8.834654894956909 - type: nauc_recall_at_5_max - value: -12.777275311820102 + value: -7.540039352361923 - type: nauc_recall_at_5_std - value: -20.917228577779866 + value: -15.969132098353715 - type: ndcg_at_1 - value: 31.080999999999996 + value: 31.436999999999998 - type: ndcg_at_10 - value: 56.569 + value: 56.713 - type: ndcg_at_100 - value: 59.772999999999996 + value: 59.887 - type: ndcg_at_1000 - value: 59.843 + value: 59.94500000000001 - type: ndcg_at_20 - value: 58.933 + value: 58.98 - type: ndcg_at_3 - value: 46.209 + value: 46.261 - type: ndcg_at_5 - value: 51.090999999999994 + value: 51.501 - type: precision_at_1 - value: 31.080999999999996 + value: 31.436999999999998 - type: precision_at_10 value: 8.578 - type: precision_at_100 - value: 0.991 + value: 0.992 - type: precision_at_1000 value: 0.1 - type: precision_at_20 - value: 4.744000000000001 + value: 4.73 - type: precision_at_3 - value: 19.061 + value: 18.990000000000002 - type: precision_at_5 - value: 13.812 + value: 13.94 - type: recall_at_1 - value: 31.080999999999996 + value: 31.436999999999998 - type: recall_at_10 value: 85.775 - type: recall_at_100 - value: 99.14699999999999 + value: 99.21799999999999 - type: recall_at_1000 value: 99.644 - type: recall_at_20 - value: 94.879 + value: 94.595 - type: recall_at_3 - value: 57.18299999999999 + value: 56.97 - type: recall_at_5 - value: 69.06099999999999 + value: 69.70100000000001 task: type: Retrieval - dataset: @@ -382,11 +382,11 @@ model-index: type: mteb/arxiv-clustering-p2p metrics: - type: main_score - value: 48.009758343820856 + value: 47.077382303485514 - type: v_measure - value: 48.009758343820856 + value: 47.077382303485514 - type: v_measure_std - value: 14.203651443985635 + value: 14.00039477846898 task: type: Clustering - dataset: @@ -397,11 +397,11 @@ model-index: type: mteb/arxiv-clustering-s2s metrics: - type: main_score - value: 39.401811401341035 + value: 39.11589804504639 - type: v_measure - value: 39.401811401341035 + value: 39.11589804504639 - type: v_measure_std - value: 14.736655369522248 + value: 14.697039096668583 task: type: Clustering - dataset: @@ -412,23 +412,23 @@ model-index: type: mteb/askubuntudupquestions-reranking metrics: - type: main_score - value: 60.158996366210474 + value: 60.01096720382656 - type: map - value: 60.158996366210474 + value: 60.01096720382656 - type: mrr - value: 74.69034428175702 + value: 74.4235588972431 - type: nAUC_map_diff1 - value: 7.7660414737755605 + value: 14.296647950054817 - type: nAUC_map_max - value: 20.377348037855818 + value: 21.720215707737303 - type: nAUC_map_std - value: 18.290516035806565 + value: 18.20845510591147 - type: nAUC_mrr_diff1 - value: 10.721266751736124 + value: 23.769639422872142 - type: nAUC_mrr_max - value: 31.3686330442438 + value: 33.07785201075024 - type: nAUC_mrr_std - value: 19.240868443170196 + value: 18.461570711690968 task: type: Reranking - dataset: @@ -439,23 +439,23 @@ model-index: type: mteb/biosses-sts metrics: - type: cosine_pearson - value: 87.53887478826596 + value: 87.60987223075549 - type: cosine_spearman - value: 86.32606338345799 + value: 86.23750714877664 - type: euclidean_pearson - value: 86.76233071291158 + value: 86.21541799525612 - type: euclidean_spearman - value: 86.32606338345799 + value: 86.23750714877664 - type: main_score - value: 86.32606338345799 + value: 86.23750714877664 - type: manhattan_pearson - value: 86.05455915524152 + value: 86.1758097383748 - type: manhattan_spearman - value: 85.8868967502423 + value: 86.37365482930716 - type: pearson - value: 87.53887478826596 + value: 87.60987223075549 - type: spearman - value: 86.32606338345799 + value: 86.23750714877664 task: type: STS - dataset: @@ -466,13 +466,13 @@ model-index: type: mteb/banking77 metrics: - type: accuracy - value: 84.92857142857144 + value: 79.16883116883118 - type: f1 - value: 84.30505630131526 + value: 78.34840435712427 - type: f1_weighted - value: 84.30505630131528 + value: 78.3484043571243 - type: main_score - value: 84.92857142857144 + value: 79.16883116883118 task: type: Classification - dataset: @@ -483,11 +483,11 @@ model-index: type: mteb/biorxiv-clustering-p2p metrics: - type: main_score - value: 40.014867273983484 + value: 39.29881417268574 - type: v_measure - value: 40.014867273983484 + value: 39.29881417268574 - type: v_measure_std - value: 0.6558905123714063 + value: 1.1874002185778423 task: type: Clustering - dataset: @@ -498,11 +498,11 @@ model-index: type: mteb/biorxiv-clustering-s2s metrics: - type: main_score - value: 33.79424302438114 + value: 33.9614529554878 - type: v_measure - value: 33.79424302438114 + value: 33.9614529554878 - type: v_measure_std - value: 0.837779778459544 + value: 0.6283058974037568 task: type: Clustering - dataset: @@ -513,287 +513,287 @@ model-index: type: mteb/cqadupstack-android metrics: - type: main_score - value: 52.884 + value: 51.891 - type: map_at_1 - value: 34.634 + value: 33.335 - type: map_at_10 - value: 46.339000000000006 + value: 45.206 - type: map_at_100 - value: 47.857 + value: 46.794000000000004 - type: map_at_1000 - value: 47.97 + value: 46.910000000000004 - type: map_at_20 - value: 47.205000000000005 + value: 46.107 - type: map_at_3 - value: 42.543 + value: 41.478 - type: map_at_5 - value: 44.772 + value: 43.491 - type: mrr_at_1 - value: 41.3447782546495 + value: 40.2002861230329 - type: mrr_at_10 - value: 52.23857210981671 + value: 51.27449644617026 - type: mrr_at_100 - value: 52.90915062899396 + value: 51.94262681998448 - type: mrr_at_1000 - value: 52.95240146583995 + value: 51.98748435659779 - type: mrr_at_20 - value: 52.655345331835804 + value: 51.679253979427365 - type: mrr_at_3 - value: 49.71387696709583 + value: 48.545541249403904 - type: mrr_at_5 - value: 51.23748211731041 + value: 50.26943252265138 - type: nauc_map_at_1000_diff1 - value: 51.49705927936061 + value: 53.279892622864466 - type: nauc_map_at_1000_max - value: 35.528845247090466 + value: 37.30026325175372 - type: nauc_map_at_1000_std - value: -4.253741985593714 + value: -5.31272778840401 - type: nauc_map_at_100_diff1 - value: 51.508584685268886 + value: 53.260255242354035 - type: nauc_map_at_100_max - value: 35.56248075672379 + value: 37.34138849578408 - type: nauc_map_at_100_std - value: -4.176500881199186 + value: -5.223853769998806 - type: nauc_map_at_10_diff1 - value: 51.338718973920614 + value: 53.01168904143889 - type: nauc_map_at_10_max - value: 34.946543347441214 + value: 36.52985848709173 - type: nauc_map_at_10_std - value: -5.33037717427031 + value: -6.60737122397934 - type: nauc_map_at_1_diff1 - value: 56.23620820617472 + value: 57.48774969135532 - type: nauc_map_at_1_max - value: 30.320970401424987 + value: 32.87239964104006 - type: nauc_map_at_1_std - value: -6.655365474007067 + value: -9.65950934039381 - type: nauc_map_at_20_diff1 - value: 51.51775947048102 + value: 53.014218960477145 - type: nauc_map_at_20_max - value: 35.25983470448141 + value: 36.95460780612761 - type: nauc_map_at_20_std - value: -4.612859125963163 + value: -5.7846033314898975 - type: nauc_map_at_3_diff1 - value: 52.725269902770755 + value: 53.386035964079085 - type: nauc_map_at_3_max - value: 33.299803481018195 + value: 35.494196154327376 - type: nauc_map_at_3_std - value: -6.33353874546021 + value: -7.761241655463379 - type: nauc_map_at_5_diff1 - value: 51.672349084315485 + value: 52.52045589069632 - type: nauc_map_at_5_max - value: 34.645370794379886 + value: 35.87189518536011 - type: nauc_map_at_5_std - value: -5.94117791112353 + value: -7.280825988785475 - type: nauc_mrr_at_1000_diff1 - value: 49.12249635354981 + value: 52.21043432899831 - type: nauc_mrr_at_1000_max - value: 36.29480359532615 + value: 37.52636619273335 - type: nauc_mrr_at_1000_std - value: -4.665759763477847 + value: -5.458572482733526 - type: nauc_mrr_at_100_diff1 - value: 49.11255442003998 + value: 52.19543099780388 - type: nauc_mrr_at_100_max - value: 36.29806935257465 + value: 37.528593941814115 - type: nauc_mrr_at_100_std - value: -4.663481407381479 + value: -5.434274045688043 - type: nauc_mrr_at_10_diff1 - value: 48.779673215220065 + value: 51.89698285990516 - type: nauc_mrr_at_10_max - value: 36.12766214960087 + value: 37.444484137976744 - type: nauc_mrr_at_10_std - value: -5.0778877090392625 + value: -5.682595266827838 - type: nauc_mrr_at_1_diff1 - value: 53.70331290003521 + value: 56.17142686081959 - type: nauc_mrr_at_1_max - value: 35.17671705244682 + value: 36.815076888109125 - type: nauc_mrr_at_1_std - value: -6.289432335416569 + value: -9.1961282634956 - type: nauc_mrr_at_20_diff1 - value: 48.98440189775321 + value: 52.13365466798001 - type: nauc_mrr_at_20_max - value: 36.24567442841102 + value: 37.47508491548877 - type: nauc_mrr_at_20_std - value: -4.808524080549843 + value: -5.38723388397372 - type: nauc_mrr_at_3_diff1 - value: 50.09142180621504 + value: 52.261215410063635 - type: nauc_mrr_at_3_max - value: 36.57201237478509 + value: 38.06288987541818 - type: nauc_mrr_at_3_std - value: -5.10258589719658 + value: -6.3586931672947555 - type: nauc_mrr_at_5_diff1 - value: 49.15413181233011 + value: 51.361626281443954 - type: nauc_mrr_at_5_max - value: 36.64387975128488 + value: 37.21931557944178 - type: nauc_mrr_at_5_std - value: -5.2142664019104 + value: -6.2463983922879125 - type: nauc_ndcg_at_1000_diff1 - value: 49.48338541267995 + value: 52.302043350366354 - type: nauc_ndcg_at_1000_max - value: 36.71225124867686 + value: 38.20021133882071 - type: nauc_ndcg_at_1000_std - value: -2.1565353674328636 + value: -2.4092846074901835 - type: nauc_ndcg_at_100_diff1 - value: 49.378803009143354 + value: 52.08002602041293 - type: nauc_ndcg_at_100_max - value: 37.05072158645242 + value: 38.59011692167586 - type: nauc_ndcg_at_100_std - value: -1.1554881315239078 + value: -1.1028958529707618 - type: nauc_ndcg_at_10_diff1 - value: 48.217255194293706 + value: 50.96919959110156 - type: nauc_ndcg_at_10_max - value: 35.70709987917217 + value: 37.27781873450064 - type: nauc_ndcg_at_10_std - value: -4.5843409864100835 + value: -4.275751021315601 - type: nauc_ndcg_at_1_diff1 - value: 53.70331290003521 + value: 56.17142686081959 - type: nauc_ndcg_at_1_max - value: 35.17671705244682 + value: 36.815076888109125 - type: nauc_ndcg_at_1_std - value: -6.289432335416569 + value: -9.1961282634956 - type: nauc_ndcg_at_20_diff1 - value: 48.90479671421663 + value: 51.18802925052476 - type: nauc_ndcg_at_20_max - value: 35.63061062961699 + value: 37.37541430996012 - type: nauc_ndcg_at_20_std - value: -3.2759049624453924 + value: -2.535809483675881 - type: nauc_ndcg_at_3_diff1 - value: 50.66992100707998 + value: 51.55692622850066 - type: nauc_ndcg_at_3_max - value: 35.647144096807054 + value: 38.161090909217535 - type: nauc_ndcg_at_3_std - value: -4.675684277632912 + value: -5.451913542383229 - type: nauc_ndcg_at_5_diff1 - value: 48.86023024957704 + value: 49.79865041898466 - type: nauc_ndcg_at_5_max - value: 36.36204191994049 + value: 37.05367743749936 - type: nauc_ndcg_at_5_std - value: -4.979721506683613 + value: -5.333995413688977 - type: nauc_precision_at_1000_diff1 - value: -20.176146428291695 + value: -9.765182693652369 - type: nauc_precision_at_1000_max - value: -4.944333530911747 + value: -6.187402469203501 - type: nauc_precision_at_1000_std - value: -2.6416464331580256 + value: -1.6165299667925566 - type: nauc_precision_at_100_diff1 - value: -11.455305661135391 + value: -3.3699636809298488 - type: nauc_precision_at_100_max - value: 9.563783942313348 + value: 10.763143757354227 - type: nauc_precision_at_100_std - value: 9.987888995757324 + value: 14.6134300235666 - type: nauc_precision_at_10_diff1 - value: 6.577302086017673 + value: 12.380848989838922 - type: nauc_precision_at_10_max - value: 25.67586949524924 + value: 27.814295948898703 - type: nauc_precision_at_10_std - value: 5.543682394632135 + value: 9.281809355379423 - type: nauc_precision_at_1_diff1 - value: 53.70331290003521 + value: 56.17142686081959 - type: nauc_precision_at_1_max - value: 35.17671705244682 + value: 36.815076888109125 - type: nauc_precision_at_1_std - value: -6.289432335416569 + value: -9.1961282634956 - type: nauc_precision_at_20_diff1 - value: 0.0352451246393809 + value: 5.172974864217038 - type: nauc_precision_at_20_max - value: 19.02340589034973 + value: 21.610380863767407 - type: nauc_precision_at_20_std - value: 10.156322995661567 + value: 14.897216777831563 - type: nauc_precision_at_3_diff1 - value: 31.114868446262108 + value: 32.62574902686228 - type: nauc_precision_at_3_max - value: 35.740653736733925 + value: 38.23786681054578 - type: nauc_precision_at_3_std - value: -0.4754489918596968 + value: 1.5049286474387453 - type: nauc_precision_at_5_diff1 - value: 17.05966182310583 + value: 20.157338510243537 - type: nauc_precision_at_5_max - value: 32.37346687203089 + value: 33.504499592506924 - type: nauc_precision_at_5_std - value: 1.4954175443689899 + value: 5.128885224590291 - type: nauc_recall_at_1000_diff1 - value: 42.86116448480766 + value: 52.32430518946571 - type: nauc_recall_at_1000_max - value: 63.759509563968976 + value: 56.03264454563954 - type: nauc_recall_at_1000_std - value: 61.175429354991614 + value: 59.06408303625301 - type: nauc_recall_at_100_diff1 - value: 40.88375670987642 + value: 44.41661317138834 - type: nauc_recall_at_100_max - value: 44.62608189829668 + value: 43.511654367641746 - type: nauc_recall_at_100_std - value: 25.55163256804942 + value: 28.435889217482348 - type: nauc_recall_at_10_diff1 - value: 37.759771219935175 + value: 41.091326330340564 - type: nauc_recall_at_10_max - value: 31.146081092167627 + value: 32.634495610887825 - type: nauc_recall_at_10_std - value: -4.512890345394815 + value: 0.4940136136777342 - type: nauc_recall_at_1_diff1 - value: 56.23620820617472 + value: 57.48774969135532 - type: nauc_recall_at_1_max - value: 30.320970401424987 + value: 32.87239964104006 - type: nauc_recall_at_1_std - value: -6.655365474007067 + value: -9.65950934039381 - type: nauc_recall_at_20_diff1 - value: 38.4827047216752 + value: 40.31827375470033 - type: nauc_recall_at_20_max - value: 30.50125803520275 + value: 32.29591796577925 - type: nauc_recall_at_20_std - value: 0.8771358044937425 + value: 9.003204772501102 - type: nauc_recall_at_3_diff1 - value: 47.487079446530906 + value: 45.516327838347145 - type: nauc_recall_at_3_max - value: 32.19896007873808 + value: 34.64131339427055 - type: nauc_recall_at_3_std - value: -5.164803420738882 + value: -4.883112425443149 - type: nauc_recall_at_5_diff1 - value: 41.699415045286415 + value: 40.04821220854672 - type: nauc_recall_at_5_max - value: 33.168829040464196 + value: 31.778912319343245 - type: nauc_recall_at_5_std - value: -5.366546702094067 + value: -3.7415628516202455 - type: ndcg_at_1 - value: 41.345 + value: 40.2 - type: ndcg_at_10 - value: 52.884 + value: 51.891 - type: ndcg_at_100 - value: 57.94200000000001 + value: 57.176 - type: ndcg_at_1000 - value: 59.68 + value: 58.923 - type: ndcg_at_20 - value: 54.957 + value: 54.069 - type: ndcg_at_3 - value: 47.692 + value: 46.598 - type: ndcg_at_5 - value: 50.251000000000005 + value: 49.09 - type: precision_at_1 - value: 41.345 + value: 40.2 - type: precision_at_10 - value: 10.057 + value: 9.914000000000001 - type: precision_at_100 - value: 1.574 + value: 1.567 - type: precision_at_1000 value: 0.201 - type: precision_at_20 - value: 5.9799999999999995 + value: 5.88 - type: precision_at_3 - value: 22.842000000000002 + value: 22.413 - type: precision_at_5 - value: 16.595 + value: 16.166 - type: recall_at_1 - value: 34.634 + value: 33.335 - type: recall_at_10 - value: 65.185 + value: 64.551 - type: recall_at_100 - value: 85.703 + value: 85.821 - type: recall_at_1000 - value: 96.65599999999999 + value: 96.762 - type: recall_at_20 - value: 72.322 + value: 72.174 - type: recall_at_3 - value: 50.182 + value: 49.486000000000004 - type: recall_at_5 - value: 57.159000000000006 + value: 56.333 task: type: Retrieval - dataset: @@ -804,287 +804,287 @@ model-index: type: mteb/cqadupstack-english metrics: - type: main_score - value: 48.264 + value: 47.743 - type: map_at_1 - value: 31.224 + value: 30.749 - type: map_at_10 - value: 42.332 + value: 41.893 - type: map_at_100 - value: 43.533 + value: 43.074 - type: map_at_1000 - value: 43.662 + value: 43.206 - type: map_at_20 - value: 42.972 + value: 42.484 - type: map_at_3 - value: 39.159 + value: 38.832 - type: map_at_5 - value: 41.047 + value: 40.56 - type: mrr_at_1 - value: 39.04458598726115 + value: 38.47133757961784 - type: mrr_at_10 - value: 48.18686179354971 + value: 47.47879385299764 - type: mrr_at_100 - value: 48.803902946647234 + value: 48.13041682690096 - type: mrr_at_1000 - value: 48.84702137486075 + value: 48.16908094151714 - type: mrr_at_20 - value: 48.56368295512913 + value: 47.83975520310091 - type: mrr_at_3 - value: 45.83864118895968 + value: 45.24416135881104 - type: mrr_at_5 - value: 47.20806794055207 + value: 46.4575371549894 - type: nauc_map_at_1000_diff1 - value: 51.86414274615986 + value: 53.06462034979563 - type: nauc_map_at_1000_max - value: 34.717053941484025 + value: 40.432105687788656 - type: nauc_map_at_1000_std - value: -4.340680651811943 + value: 0.8039549983504692 - type: nauc_map_at_100_diff1 - value: 51.84970191815774 + value: 53.05370086178664 - type: nauc_map_at_100_max - value: 34.64676814212115 + value: 40.35039423002031 - type: nauc_map_at_100_std - value: -4.4387297635880385 + value: 0.6926327616039866 - type: nauc_map_at_10_diff1 - value: 52.119436277416945 + value: 53.1830045138059 - type: nauc_map_at_10_max - value: 33.94135075756255 + value: 39.627286670538595 - type: nauc_map_at_10_std - value: -5.625757602694689 + value: -0.22464993353878815 - type: nauc_map_at_1_diff1 - value: 57.92845763299044 + value: 56.871781522537766 - type: nauc_map_at_1_max - value: 29.3199164115535 + value: 32.96704680744524 - type: nauc_map_at_1_std - value: -11.586283921183611 + value: -5.921602493857661 - type: nauc_map_at_20_diff1 - value: 51.92734614822424 + value: 53.145249746486044 - type: nauc_map_at_20_max - value: 34.35250084161699 + value: 40.01420443810482 - type: nauc_map_at_20_std - value: -5.049283716884917 + value: 0.08024012298451409 - type: nauc_map_at_3_diff1 - value: 52.783776450874356 + value: 53.61256390241628 - type: nauc_map_at_3_max - value: 32.394255917655535 + value: 37.718761042447355 - type: nauc_map_at_3_std - value: -8.05902730660978 + value: -3.1494217572705643 - type: nauc_map_at_5_diff1 - value: 52.14993873615333 + value: 53.42451370773802 - type: nauc_map_at_5_max - value: 33.48431923578608 + value: 39.10211508999835 - type: nauc_map_at_5_std - value: -6.472903440360678 + value: -1.3726005124064382 - type: nauc_mrr_at_1000_diff1 - value: 50.49829531271091 + value: 52.366327228586826 - type: nauc_mrr_at_1000_max - value: 37.183131918098425 + value: 42.79408822085321 - type: nauc_mrr_at_1000_std - value: 0.4928095353543418 + value: 5.269519433666342 - type: nauc_mrr_at_100_diff1 - value: 50.494636141021424 + value: 52.35603052240957 - type: nauc_mrr_at_100_max - value: 37.185446950719715 + value: 42.79000481880218 - type: nauc_mrr_at_100_std - value: 0.5056844413835279 + value: 5.2750737033839 - type: nauc_mrr_at_10_diff1 - value: 50.55418166759066 + value: 52.39562273635053 - type: nauc_mrr_at_10_max - value: 37.17369235180479 + value: 42.89003586620541 - type: nauc_mrr_at_10_std - value: 0.3511264489316608 + value: 5.271670669960424 - type: nauc_mrr_at_1_diff1 - value: 55.09381247060509 + value: 55.23898880710424 - type: nauc_mrr_at_1_max - value: 37.17089033507927 + value: 40.54533981737213 - type: nauc_mrr_at_1_std - value: -2.545073558300969 + value: 2.8970042155061764 - type: nauc_mrr_at_20_diff1 - value: 50.46232349188045 + value: 52.37981625369539 - type: nauc_mrr_at_20_max - value: 37.22028938157565 + value: 42.84997042876778 - type: nauc_mrr_at_20_std - value: 0.4342508184428254 + value: 5.227463826093572 - type: nauc_mrr_at_3_diff1 - value: 50.98797216868357 + value: 52.72571788614424 - type: nauc_mrr_at_3_max - value: 37.32821622965925 + value: 42.345870917325726 - type: nauc_mrr_at_3_std - value: -0.6918122573096884 + value: 3.299097645280945 - type: nauc_mrr_at_5_diff1 - value: 50.477903924122025 + value: 52.62188834616699 - type: nauc_mrr_at_5_max - value: 37.343161615517296 + value: 42.903468515894396 - type: nauc_mrr_at_5_std - value: 0.34187371397979793 + value: 4.747245788723795 - type: nauc_ndcg_at_1000_diff1 - value: 49.71083273417971 + value: 51.35755860941204 - type: nauc_ndcg_at_1000_max - value: 36.08714449707927 + value: 42.52609999052394 - type: nauc_ndcg_at_1000_std - value: 0.3359295264579242 + value: 5.642311193436153 - type: nauc_ndcg_at_100_diff1 - value: 49.64047591726873 + value: 51.28342511372341 - type: nauc_ndcg_at_100_max - value: 36.0502827680962 + value: 42.37095542860874 - type: nauc_ndcg_at_100_std - value: 0.4394585830222923 + value: 5.438433970975347 - type: nauc_ndcg_at_10_diff1 - value: 50.3895028633975 + value: 51.71963256563276 - type: nauc_ndcg_at_10_max - value: 35.51838515595454 + value: 42.02346709779174 - type: nauc_ndcg_at_10_std - value: -1.8340842845181509 + value: 3.824062263424335 - type: nauc_ndcg_at_1_diff1 - value: 55.09381247060509 + value: 55.23898880710424 - type: nauc_ndcg_at_1_max - value: 37.17089033507927 + value: 40.54533981737213 - type: nauc_ndcg_at_1_std - value: -2.545073558300969 + value: 2.8970042155061764 - type: nauc_ndcg_at_20_diff1 - value: 49.975850062007375 + value: 51.62634477715352 - type: nauc_ndcg_at_20_max - value: 35.8777155711073 + value: 42.29963927857424 - type: nauc_ndcg_at_20_std - value: -1.1833564484981665 + value: 3.9028710206367236 - type: nauc_ndcg_at_3_diff1 - value: 50.3823214340417 + value: 52.222449202755016 - type: nauc_ndcg_at_3_max - value: 35.776477162991746 + value: 41.46992245846295 - type: nauc_ndcg_at_3_std - value: -3.0969092422279623 + value: 1.0823436332685996 - type: nauc_ndcg_at_5_diff1 - value: 50.18424405483706 + value: 52.16212705304167 - type: nauc_ndcg_at_5_max - value: 35.886540678742485 + value: 42.13209332939894 - type: nauc_ndcg_at_5_std - value: -2.2048728336054912 + value: 2.4542588912655274 - type: nauc_precision_at_1000_diff1 - value: -8.409825453277659 + value: -8.401668509217943 - type: nauc_precision_at_1000_max - value: 14.148796859940632 + value: 15.032825183812085 - type: nauc_precision_at_1000_std - value: 28.34712816378856 + value: 26.43305637512703 - type: nauc_precision_at_100_diff1 - value: -4.133099395945424 + value: -1.8634808652246229 - type: nauc_precision_at_100_max - value: 23.436894225838895 + value: 25.81140765391014 - type: nauc_precision_at_100_std - value: 31.777687917658554 + value: 30.416905158069866 - type: nauc_precision_at_10_diff1 - value: 12.456499608847746 + value: 17.41557757307102 - type: nauc_precision_at_10_max - value: 34.40385767678226 + value: 39.14885850946607 - type: nauc_precision_at_10_std - value: 22.64168731207244 + value: 24.95280377881581 - type: nauc_precision_at_1_diff1 - value: 55.09381247060509 + value: 55.23898880710424 - type: nauc_precision_at_1_max - value: 37.17089033507927 + value: 40.54533981737213 - type: nauc_precision_at_1_std - value: -2.545073558300969 + value: 2.8970042155061764 - type: nauc_precision_at_20_diff1 - value: 4.838516065171166 + value: 10.062640125327128 - type: nauc_precision_at_20_max - value: 31.381417947568412 + value: 35.045402951191846 - type: nauc_precision_at_20_std - value: 26.974660907322917 + value: 25.70168197296463 - type: nauc_precision_at_3_diff1 - value: 28.180760599976384 + value: 33.46362110931572 - type: nauc_precision_at_3_max - value: 36.40321247194992 + value: 41.412992322808925 - type: nauc_precision_at_3_std - value: 9.375871028699667 + value: 11.979383703068118 - type: nauc_precision_at_5_diff1 - value: 19.689988735115058 + value: 26.683507518187668 - type: nauc_precision_at_5_max - value: 35.98837508752083 + value: 41.72280139069927 - type: nauc_precision_at_5_std - value: 16.284464606894232 + value: 19.17798438251631 - type: nauc_recall_at_1000_diff1 - value: 33.594125915695884 + value: 38.735635750923215 - type: nauc_recall_at_1000_max - value: 31.574941156196807 + value: 44.86473643316888 - type: nauc_recall_at_1000_std - value: 20.460707032380316 + value: 31.25373100446453 - type: nauc_recall_at_100_diff1 - value: 38.54327301097089 + value: 40.57017590339941 - type: nauc_recall_at_100_max - value: 33.368528599783126 + value: 41.58935193499359 - type: nauc_recall_at_100_std - value: 15.321500393966641 + value: 19.64130480064006 - type: nauc_recall_at_10_diff1 - value: 44.219731053687255 + value: 45.17360514460368 - type: nauc_recall_at_10_max - value: 31.484342080988824 + value: 40.261115967269255 - type: nauc_recall_at_10_std - value: 0.22452148883121484 + value: 7.455967519438798 - type: nauc_recall_at_1_diff1 - value: 57.92845763299044 + value: 56.871781522537766 - type: nauc_recall_at_1_max - value: 29.3199164115535 + value: 32.96704680744524 - type: nauc_recall_at_1_std - value: -11.586283921183611 + value: -5.921602493857661 - type: nauc_recall_at_20_diff1 - value: 41.39285600168573 + value: 43.72345233115324 - type: nauc_recall_at_20_max - value: 32.966202138611465 + value: 41.57606589762751 - type: nauc_recall_at_20_std - value: 3.365583403518244 + value: 8.691613720578838 - type: nauc_recall_at_3_diff1 - value: 47.33546382576856 + value: 49.05085474723903 - type: nauc_recall_at_3_max - value: 30.988541475501425 + value: 37.76677336796684 - type: nauc_recall_at_3_std - value: -5.87940259105687 + value: -2.60155821559317 - type: nauc_recall_at_5_diff1 - value: 45.27313627261692 + value: 47.93530083560441 - type: nauc_recall_at_5_max - value: 32.34545008582682 + value: 40.34510386143269 - type: nauc_recall_at_5_std - value: -1.6738776274622713 + value: 2.490510815950763 - type: ndcg_at_1 - value: 39.045 + value: 38.471 - type: ndcg_at_10 - value: 48.264 + value: 47.743 - type: ndcg_at_100 - value: 52.493 + value: 52.105999999999995 - type: ndcg_at_1000 - value: 54.457 + value: 54.047 - type: ndcg_at_20 - value: 49.888 + value: 49.277 - type: ndcg_at_3 - value: 43.86 + value: 43.423 - type: ndcg_at_5 - value: 45.983000000000004 + value: 45.308 - type: precision_at_1 - value: 39.045 + value: 38.471 - type: precision_at_10 - value: 9.096 + value: 8.936 - type: precision_at_100 - value: 1.442 + value: 1.439 - type: precision_at_1000 value: 0.191 - type: precision_at_20 - value: 5.309 + value: 5.197 - type: precision_at_3 - value: 21.316 + value: 21.21 - type: precision_at_5 - value: 15.197 + value: 14.764 - type: recall_at_1 - value: 31.224 + value: 30.749 - type: recall_at_10 - value: 59.080999999999996 + value: 58.769000000000005 - type: recall_at_100 - value: 76.897 + value: 77.12599999999999 - type: recall_at_1000 - value: 89.23 + value: 89.131 - type: recall_at_20 - value: 64.891 + value: 64.23299999999999 - type: recall_at_3 - value: 46.076 + value: 45.722 - type: recall_at_5 - value: 51.964 + value: 51.434999999999995 task: type: Retrieval - dataset: @@ -1095,287 +1095,287 @@ model-index: type: mteb/cqadupstack-gaming metrics: - type: main_score - value: 62.366 + value: 61.763999999999996 - type: map_at_1 - value: 42.703 + value: 41.738 - type: map_at_10 - value: 56.281000000000006 + value: 55.54900000000001 - type: map_at_100 - value: 57.260999999999996 + value: 56.595 - type: map_at_1000 - value: 57.30800000000001 + value: 56.641 - type: map_at_20 - value: 56.871 + value: 56.211 - type: map_at_3 - value: 52.897000000000006 + value: 52.11900000000001 - type: map_at_5 - value: 54.773 + value: 54.11 - type: mrr_at_1 - value: 48.589341692789965 + value: 47.460815047021946 - type: mrr_at_10 - value: 59.43538836642291 + value: 58.77068716723895 - type: mrr_at_100 - value: 59.999373625798235 + value: 59.38209751192344 - type: mrr_at_1000 - value: 60.02341349127948 + value: 59.40317589090272 - type: mrr_at_20 - value: 59.78236245014694 + value: 59.18129234953538 - type: mrr_at_3 - value: 56.99059561128534 + value: 56.269592476489095 - type: mrr_at_5 - value: 58.373040752351216 + value: 57.708463949843356 - type: nauc_map_at_1000_diff1 - value: 51.724911969542475 + value: 51.887217799463734 - type: nauc_map_at_1000_max - value: 31.59720256654406 + value: 38.476238579220265 - type: nauc_map_at_1000_std - value: -8.448863423330733 + value: -8.909798628947804 - type: nauc_map_at_100_diff1 - value: 51.721207885585294 + value: 51.89673571830934 - type: nauc_map_at_100_max - value: 31.598189555174677 + value: 38.49528851775263 - type: nauc_map_at_100_std - value: -8.415293705149518 + value: -8.889935720271557 - type: nauc_map_at_10_diff1 - value: 51.74316546903847 + value: 51.91349178068071 - type: nauc_map_at_10_max - value: 31.370796021816087 + value: 38.245010697659836 - type: nauc_map_at_10_std - value: -9.144187110965651 + value: -9.52932907514524 - type: nauc_map_at_1_diff1 - value: 55.602123379999405 + value: 55.367152126889216 - type: nauc_map_at_1_max - value: 26.15423784568626 + value: 31.488529193663776 - type: nauc_map_at_1_std - value: -11.354042579102689 + value: -11.70055580794173 - type: nauc_map_at_20_diff1 - value: 51.71343659271482 + value: 51.85824325926638 - type: nauc_map_at_20_max - value: 31.53988815092091 + value: 38.46667850988723 - type: nauc_map_at_20_std - value: -8.65212495986148 + value: -9.073982957469298 - type: nauc_map_at_3_diff1 - value: 52.064639443577846 + value: 52.453646927521646 - type: nauc_map_at_3_max - value: 30.3485604522721 + value: 37.17158366121139 - type: nauc_map_at_3_std - value: -10.751274075635509 + value: -11.075317328080358 - type: nauc_map_at_5_diff1 - value: 51.72321940513861 + value: 52.18170093862806 - type: nauc_map_at_5_max - value: 30.392319659455435 + value: 37.87875768077388 - type: nauc_map_at_5_std - value: -9.939778501885101 + value: -10.419858401874496 - type: nauc_mrr_at_1000_diff1 - value: 51.184984251728025 + value: 50.893763535986395 - type: nauc_mrr_at_1000_max - value: 32.69216958808548 + value: 38.27283318452696 - type: nauc_mrr_at_1000_std - value: -8.500776574802599 + value: -8.965768039001496 - type: nauc_mrr_at_100_diff1 - value: 51.17941032241811 + value: 50.89248813810169 - type: nauc_mrr_at_100_max - value: 32.70608756736136 + value: 38.28950132255245 - type: nauc_mrr_at_100_std - value: -8.477679942920167 + value: -8.95128100093488 - type: nauc_mrr_at_10_diff1 - value: 51.07904444322852 + value: 50.77022223657664 - type: nauc_mrr_at_10_max - value: 32.65962497893277 + value: 38.375655546871265 - type: nauc_mrr_at_10_std - value: -8.709383804816481 + value: -9.095822436312883 - type: nauc_mrr_at_1_diff1 - value: 54.53142920528978 + value: 54.273269231030376 - type: nauc_mrr_at_1_max - value: 30.926785799334677 + value: 35.215199363709694 - type: nauc_mrr_at_1_std - value: -10.41145527848442 + value: -11.475700374314476 - type: nauc_mrr_at_20_diff1 - value: 51.14693383001116 + value: 50.81456113949372 - type: nauc_mrr_at_20_max - value: 32.73093259139165 + value: 38.302175737552055 - type: nauc_mrr_at_20_std - value: -8.447633887171534 + value: -8.934574273523289 - type: nauc_mrr_at_3_diff1 - value: 51.17432400675771 + value: 50.78862027858185 - type: nauc_mrr_at_3_max - value: 32.85252288214242 + value: 37.897265642308774 - type: nauc_mrr_at_3_std - value: -9.21642979066159 + value: -9.7051681225179 - type: nauc_mrr_at_5_diff1 - value: 51.036935248981905 + value: 50.90492316147762 - type: nauc_mrr_at_5_max - value: 32.502626235077095 + value: 38.53722687374221 - type: nauc_mrr_at_5_std - value: -8.948887571702919 + value: -9.299890938504227 - type: nauc_ndcg_at_1000_diff1 - value: 50.73024891705996 + value: 50.73638139548288 - type: nauc_ndcg_at_1000_max - value: 33.26584662078177 + value: 39.85802557514683 - type: nauc_ndcg_at_1000_std - value: -6.163854205845618 + value: -6.70113183960232 - type: nauc_ndcg_at_100_diff1 - value: 50.67040290788501 + value: 50.779535406638765 - type: nauc_ndcg_at_100_max - value: 33.68165097437155 + value: 40.394251354245036 - type: nauc_ndcg_at_100_std - value: -5.301942481514177 + value: -6.17206367606794 - type: nauc_ndcg_at_10_diff1 - value: 50.407269736351054 + value: 50.303282528711016 - type: nauc_ndcg_at_10_max - value: 33.1723247102446 + value: 40.231987371813275 - type: nauc_ndcg_at_10_std - value: -7.313191608002288 + value: -7.639018988100839 - type: nauc_ndcg_at_1_diff1 - value: 54.53142920528978 + value: 54.273269231030376 - type: nauc_ndcg_at_1_max - value: 30.926785799334677 + value: 35.215199363709694 - type: nauc_ndcg_at_1_std - value: -10.41145527848442 + value: -11.475700374314476 - type: nauc_ndcg_at_20_diff1 - value: 50.45722009686969 + value: 50.356050127103714 - type: nauc_ndcg_at_20_max - value: 33.54250850995858 + value: 40.55568084242222 - type: nauc_ndcg_at_20_std - value: -6.008420175252642 + value: -6.483107726038491 - type: nauc_ndcg_at_3_diff1 - value: 50.769657622259686 + value: 51.05296014104886 - type: nauc_ndcg_at_3_max - value: 31.792120043553002 + value: 38.43234794308373 - type: nauc_ndcg_at_3_std - value: -10.040327445335686 + value: -10.439005270644946 - type: nauc_ndcg_at_5_diff1 - value: 50.398976656987614 + value: 50.910744514124396 - type: nauc_ndcg_at_5_max - value: 31.61780666125045 + value: 39.65997793063013 - type: nauc_ndcg_at_5_std - value: -8.943124136769121 + value: -9.301232437151493 - type: nauc_precision_at_1000_diff1 - value: -17.275717791952 + value: -20.181933493165733 - type: nauc_precision_at_1000_max - value: 7.275527027803384 + value: 2.578307678316095 - type: nauc_precision_at_1000_std - value: 16.685486896410826 + value: 15.686799365012833 - type: nauc_precision_at_100_diff1 - value: -11.162266422032406 + value: -13.795727875316347 - type: nauc_precision_at_100_max - value: 12.70258577369679 + value: 9.709062354686774 - type: nauc_precision_at_100_std - value: 21.391285680664513 + value: 18.961613263814677 - type: nauc_precision_at_10_diff1 - value: 7.81828602576801 + value: 7.40872143060594 - type: nauc_precision_at_10_max - value: 24.78598247621288 + value: 26.809993041042556 - type: nauc_precision_at_10_std - value: 9.374021745818432 + value: 10.236067383032058 - type: nauc_precision_at_1_diff1 - value: 54.53142920528978 + value: 54.273269231030376 - type: nauc_precision_at_1_max - value: 30.926785799334677 + value: 35.215199363709694 - type: nauc_precision_at_1_std - value: -10.41145527848442 + value: -11.475700374314476 - type: nauc_precision_at_20_diff1 - value: 0.1631191398252266 + value: -1.688941886501611 - type: nauc_precision_at_20_max - value: 20.619391150501272 + value: 21.268201038992522 - type: nauc_precision_at_20_std - value: 16.276264697116872 + value: 16.07376773498563 - type: nauc_precision_at_3_diff1 - value: 27.04714503298839 + value: 28.74741840390366 - type: nauc_precision_at_3_max - value: 30.101606964258337 + value: 35.76072260864896 - type: nauc_precision_at_3_std - value: -3.681729229946907 + value: -3.417692124530744 - type: nauc_precision_at_5_diff1 - value: 17.843974173274304 + value: 19.548619556271156 - type: nauc_precision_at_5_max - value: 25.676881643654763 + value: 31.886919665943346 - type: nauc_precision_at_5_std - value: 1.5965157990195873 + value: 1.862934756145585 - type: nauc_recall_at_1000_diff1 - value: 29.087262485289735 + value: 31.041694793670338 - type: nauc_recall_at_1000_max - value: 59.55059060998873 + value: 63.91892534071412 - type: nauc_recall_at_1000_std - value: 62.21218125216127 + value: 69.14154944882482 - type: nauc_recall_at_100_diff1 - value: 41.30594954847261 + value: 43.49542559947028 - type: nauc_recall_at_100_max - value: 48.03865105456248 + value: 56.03185734090638 - type: nauc_recall_at_100_std - value: 28.904820877938946 + value: 22.095792306102354 - type: nauc_recall_at_10_diff1 - value: 43.528832373563795 + value: 43.14512549298462 - type: nauc_recall_at_10_max - value: 36.333747103215266 + value: 45.22069238009228 - type: nauc_recall_at_10_std - value: -0.586937217589867 + value: -1.2112961961367767 - type: nauc_recall_at_1_diff1 - value: 55.602123379999405 + value: 55.367152126889216 - type: nauc_recall_at_1_max - value: 26.15423784568626 + value: 31.488529193663776 - type: nauc_recall_at_1_std - value: -11.354042579102689 + value: -11.70055580794173 - type: nauc_recall_at_20_diff1 - value: 42.86486871096986 + value: 41.80793189392197 - type: nauc_recall_at_20_max - value: 39.37052680687811 + value: 48.68496142311243 - type: nauc_recall_at_20_std - value: 7.7270172598031985 + value: 7.150814199044829 - type: nauc_recall_at_3_diff1 - value: 46.744057097749746 + value: 47.569484872499665 - type: nauc_recall_at_3_max - value: 32.0901543978326 + value: 39.60379791030235 - type: nauc_recall_at_3_std - value: -9.836059759091158 + value: -9.958304202022761 - type: nauc_recall_at_5_diff1 - value: 44.52443640046374 + value: 46.3357445159555 - type: nauc_recall_at_5_max - value: 31.155871822952808 + value: 42.69508638941086 - type: nauc_recall_at_5_std - value: -7.116612032547676 + value: -6.991079788988482 - type: ndcg_at_1 - value: 48.589 + value: 47.461 - type: ndcg_at_10 - value: 62.366 + value: 61.763999999999996 - type: ndcg_at_100 - value: 66.011 + value: 65.613 - type: ndcg_at_1000 - value: 66.88199999999999 + value: 66.435 - type: ndcg_at_20 - value: 63.979 + value: 63.577 - type: ndcg_at_3 - value: 56.764 + value: 56.119 - type: ndcg_at_5 - value: 59.426 + value: 58.897 - type: precision_at_1 - value: 48.589 + value: 47.461 - type: precision_at_10 - value: 9.981 + value: 9.925 - type: precision_at_100 - value: 1.277 + value: 1.283 - type: precision_at_1000 value: 0.13899999999999998 - type: precision_at_20 - value: 5.514 + value: 5.542 - type: precision_at_3 - value: 25.308000000000003 + value: 25.119999999999997 - type: precision_at_5 - value: 17.241 + value: 17.204 - type: recall_at_1 - value: 42.703 + value: 41.738 - type: recall_at_10 - value: 77.08 + value: 76.78399999999999 - type: recall_at_100 - value: 92.374 + value: 92.917 - type: recall_at_1000 - value: 98.402 + value: 98.63499999999999 - type: recall_at_20 - value: 82.87400000000001 + value: 83.313 - type: recall_at_3 - value: 62.138000000000005 + value: 61.803 - type: recall_at_5 - value: 68.679 + value: 68.49199999999999 task: type: Retrieval - dataset: @@ -1386,287 +1386,287 @@ model-index: type: mteb/cqadupstack-gis metrics: - type: main_score - value: 39.971000000000004 + value: 37.997 - type: map_at_1 - value: 25.06 + value: 24.316 - type: map_at_10 - value: 34.551 + value: 32.673 - type: map_at_100 - value: 35.568 + value: 33.757 - type: map_at_1000 - value: 35.65 + value: 33.839999999999996 - type: map_at_20 - value: 35.127 + value: 33.289 - type: map_at_3 - value: 31.936999999999998 + value: 29.705 - type: map_at_5 - value: 33.186 + value: 31.258999999999997 - type: mrr_at_1 - value: 27.11864406779661 + value: 26.55367231638418 - type: mrr_at_10 - value: 36.72652676889963 + value: 34.95045287418165 - type: mrr_at_100 - value: 37.57204686098606 + value: 35.88860620376054 - type: mrr_at_1000 - value: 37.63141267969674 + value: 35.94690680526854 - type: mrr_at_20 - value: 37.19310670147632 + value: 35.51689167162481 - type: mrr_at_3 - value: 34.27495291902072 + value: 32.090395480226 - type: mrr_at_5 - value: 35.438794726930304 + value: 33.59887005649716 - type: nauc_map_at_1000_diff1 - value: 43.63829107634628 + value: 40.05626085462073 - type: nauc_map_at_1000_max - value: 23.954060999822257 + value: 27.805616301644108 - type: nauc_map_at_1000_std - value: -0.5807446969781898 + value: 2.70246695251992 - type: nauc_map_at_100_diff1 - value: 43.610748406014466 + value: 40.059278877458546 - type: nauc_map_at_100_max - value: 23.94949736158448 + value: 27.77648271649888 - type: nauc_map_at_100_std - value: -0.5982601848367343 + value: 2.722441305955515 - type: nauc_map_at_10_diff1 - value: 43.72900243122612 + value: 40.31968856988776 - type: nauc_map_at_10_max - value: 23.508469522079885 + value: 27.476489831549973 - type: nauc_map_at_10_std - value: -0.5258931194184133 + value: 2.317366284056495 - type: nauc_map_at_1_diff1 - value: 50.922871467903654 + value: 44.48148871072693 - type: nauc_map_at_1_max - value: 24.6067671408884 + value: 28.919146703924675 - type: nauc_map_at_1_std - value: -4.630126214452492 + value: -0.1434376879249071 - type: nauc_map_at_20_diff1 - value: 43.63024854824786 + value: 40.06730497906938 - type: nauc_map_at_20_max - value: 23.874524344212734 + value: 27.668823515524004 - type: nauc_map_at_20_std - value: -0.556366665388133 + value: 2.493103019008483 - type: nauc_map_at_3_diff1 - value: 44.38253552931588 + value: 41.12772700221662 - type: nauc_map_at_3_max - value: 22.561513802056236 + value: 27.174803787199824 - type: nauc_map_at_3_std - value: -3.005119773408719 + value: -0.10118635015762467 - type: nauc_map_at_5_diff1 - value: 44.016586535650795 + value: 40.77458823783091 - type: nauc_map_at_5_max - value: 23.302456735449038 + value: 27.080426477470642 - type: nauc_map_at_5_std - value: -1.7618309245289323 + value: 1.485466402750173 - type: nauc_mrr_at_1000_diff1 - value: 42.68205493907015 + value: 38.312224992745385 - type: nauc_mrr_at_1000_max - value: 26.024690905326025 + value: 28.950414700386702 - type: nauc_mrr_at_1000_std - value: 0.6287706252427459 + value: 4.633122302505108 - type: nauc_mrr_at_100_diff1 - value: 42.654961103491004 + value: 38.293568602643354 - type: nauc_mrr_at_100_max - value: 26.029087860328065 + value: 28.935077067979293 - type: nauc_mrr_at_100_std - value: 0.6163052064323858 + value: 4.6507547334542005 - type: nauc_mrr_at_10_diff1 - value: 42.56564515109072 + value: 38.43539906942557 - type: nauc_mrr_at_10_max - value: 25.666414824261224 + value: 28.740524868553607 - type: nauc_mrr_at_10_std - value: 0.7949641234835698 + value: 4.465395711794246 - type: nauc_mrr_at_1_diff1 - value: 49.966125488185206 + value: 42.806114694868 - type: nauc_mrr_at_1_max - value: 27.193710462071348 + value: 30.818773809580115 - type: nauc_mrr_at_1_std - value: -2.2786990240033718 + value: 3.132175800569368 - type: nauc_mrr_at_20_diff1 - value: 42.65274684886744 + value: 38.28878516887039 - type: nauc_mrr_at_20_max - value: 26.052180768841172 + value: 28.88291682526864 - type: nauc_mrr_at_20_std - value: 0.7171447318848092 + value: 4.5635678164546 - type: nauc_mrr_at_3_diff1 - value: 43.22408289408012 + value: 38.92127952259694 - type: nauc_mrr_at_3_max - value: 25.34061478734211 + value: 28.807748404698803 - type: nauc_mrr_at_3_std - value: -1.1093305128661515 + value: 2.849609058088602 - type: nauc_mrr_at_5_diff1 - value: 42.87983482470224 + value: 38.75107428963604 - type: nauc_mrr_at_5_max - value: 25.91557396366082 + value: 28.497437908040883 - type: nauc_mrr_at_5_std - value: -0.13066697110897257 + value: 4.014347384415091 - type: nauc_ndcg_at_1000_diff1 - value: 41.53426396594562 + value: 37.76456270291222 - type: nauc_ndcg_at_1000_max - value: 25.526814765685046 + value: 28.89838003177218 - type: nauc_ndcg_at_1000_std - value: 2.2841859589382487 + value: 5.749873835705088 - type: nauc_ndcg_at_100_diff1 - value: 40.61825803826763 + value: 37.364173569182555 - type: nauc_ndcg_at_100_max - value: 25.344384823963455 + value: 28.188496756099386 - type: nauc_ndcg_at_100_std - value: 1.9818508179504288 + value: 6.336162952356489 - type: nauc_ndcg_at_10_diff1 - value: 40.82184056229221 + value: 37.99346022671752 - type: nauc_ndcg_at_10_max - value: 23.832384873845786 + value: 27.216283907868817 - type: nauc_ndcg_at_10_std - value: 2.4835478280573966 + value: 4.675349793835876 - type: nauc_ndcg_at_1_diff1 - value: 49.966125488185206 + value: 42.806114694868 - type: nauc_ndcg_at_1_max - value: 27.193710462071348 + value: 30.818773809580115 - type: nauc_ndcg_at_1_std - value: -2.2786990240033718 + value: 3.132175800569368 - type: nauc_ndcg_at_20_diff1 - value: 40.648257910495396 + value: 37.15938715631981 - type: nauc_ndcg_at_20_max - value: 25.1143676738966 + value: 27.79557864495994 - type: nauc_ndcg_at_20_std - value: 2.2994895733337084 + value: 5.100109928397954 - type: nauc_ndcg_at_3_diff1 - value: 42.115026070978224 + value: 39.48583283953628 - type: nauc_ndcg_at_3_max - value: 22.895171049309084 + value: 27.134700120340693 - type: nauc_ndcg_at_3_std - value: -2.160818780944711 + value: 0.5675585179642199 - type: nauc_ndcg_at_5_diff1 - value: 41.608274106869516 + value: 38.95882101952427 - type: nauc_ndcg_at_5_max - value: 23.8694881434902 + value: 26.610181412750727 - type: nauc_ndcg_at_5_std - value: -0.2034244843217431 + value: 3.148006615861485 - type: nauc_precision_at_1000_diff1 - value: -0.08291845059826138 + value: -7.764948775245091 - type: nauc_precision_at_1000_max - value: 20.313650012376964 + value: 20.155338612433443 - type: nauc_precision_at_1000_std - value: 13.510706405842074 + value: 17.83459760938805 - type: nauc_precision_at_100_diff1 - value: 9.885311318637227 + value: 6.237678147150076 - type: nauc_precision_at_100_max - value: 26.374081882816075 + value: 23.771296767151856 - type: nauc_precision_at_100_std - value: 12.021731392392521 + value: 22.753492059234574 - type: nauc_precision_at_10_diff1 - value: 25.883633917220507 + value: 24.993500697049335 - type: nauc_precision_at_10_max - value: 26.552638392568888 + value: 27.990139005076152 - type: nauc_precision_at_10_std - value: 14.460458912586468 + value: 15.431533372397558 - type: nauc_precision_at_1_diff1 - value: 49.966125488185206 + value: 42.806114694868 - type: nauc_precision_at_1_max - value: 27.193710462071348 + value: 30.818773809580115 - type: nauc_precision_at_1_std - value: -2.2786990240033718 + value: 3.132175800569368 - type: nauc_precision_at_20_diff1 - value: 20.695053025711932 + value: 17.590012469188235 - type: nauc_precision_at_20_max - value: 29.151449538281586 + value: 29.169967468169116 - type: nauc_precision_at_20_std - value: 13.496486151691874 + value: 17.493501613866094 - type: nauc_precision_at_3_diff1 - value: 33.475423305252995 + value: 34.08623278149959 - type: nauc_precision_at_3_max - value: 24.486060318210537 + value: 27.285348347045286 - type: nauc_precision_at_3_std - value: 1.9847009660547001 + value: 3.5484785893106574 - type: nauc_precision_at_5_diff1 - value: 31.14043721035368 + value: 31.448816122094613 - type: nauc_precision_at_5_max - value: 27.224889907879906 + value: 26.885293174661605 - type: nauc_precision_at_5_std - value: 6.539905565691817 + value: 11.257484431730946 - type: nauc_recall_at_1000_diff1 - value: 34.33506268392135 + value: 28.46487014213398 - type: nauc_recall_at_1000_max - value: 37.11939420491589 + value: 44.900835555926356 - type: nauc_recall_at_1000_std - value: 31.371417780064085 + value: 31.16409093849983 - type: nauc_recall_at_100_diff1 - value: 26.348832193119886 + value: 26.72900863714146 - type: nauc_recall_at_100_max - value: 28.096364816659065 + value: 26.941137208153993 - type: nauc_recall_at_100_std - value: 11.980597075104523 + value: 22.621547900809624 - type: nauc_recall_at_10_diff1 - value: 31.684763745718985 + value: 31.133823078109412 - type: nauc_recall_at_10_max - value: 21.556273820201323 + value: 23.89984601851163 - type: nauc_recall_at_10_std - value: 10.480665669920347 + value: 9.445198373476424 - type: nauc_recall_at_1_diff1 - value: 50.922871467903654 + value: 44.48148871072693 - type: nauc_recall_at_1_max - value: 24.6067671408884 + value: 28.919146703924675 - type: nauc_recall_at_1_std - value: -4.630126214452492 + value: -0.1434376879249071 - type: nauc_recall_at_20_diff1 - value: 30.160960913064304 + value: 27.26129142150393 - type: nauc_recall_at_20_max - value: 26.303437539000505 + value: 25.6868355894244 - type: nauc_recall_at_20_std - value: 10.389326804314718 + value: 11.26722787869625 - type: nauc_recall_at_3_diff1 - value: 36.88184391262179 + value: 36.67176156769862 - type: nauc_recall_at_3_max - value: 20.190953608016223 + value: 24.517784284441092 - type: nauc_recall_at_3_std - value: -1.3089868832214695 + value: -0.06621021628144753 - type: nauc_recall_at_5_diff1 - value: 34.99254305849935 + value: 34.52566897138122 - type: nauc_recall_at_5_max - value: 22.230820355560727 + value: 22.720135055519073 - type: nauc_recall_at_5_std - value: 2.678023175693563 + value: 5.15363865803676 - type: ndcg_at_1 - value: 27.119 + value: 26.554 - type: ndcg_at_10 - value: 39.971000000000004 + value: 37.997 - type: ndcg_at_100 - value: 44.952 + value: 43.305 - type: ndcg_at_1000 - value: 46.821 + value: 45.282 - type: ndcg_at_20 - value: 41.881 + value: 40.129 - type: ndcg_at_3 - value: 34.727000000000004 + value: 32.057 - type: ndcg_at_5 - value: 36.814 + value: 34.758 - type: precision_at_1 - value: 27.119 + value: 26.554 - type: precision_at_10 - value: 6.271 + value: 6.023 - type: precision_at_100 - value: 0.9249999999999999 + value: 0.918 - type: precision_at_1000 value: 0.11199999999999999 - type: precision_at_20 - value: 3.605 + value: 3.514 - type: precision_at_3 - value: 14.991 + value: 13.559 - type: precision_at_5 - value: 10.26 + value: 9.672 - type: recall_at_1 - value: 25.06 + value: 24.316 - type: recall_at_10 - value: 54.635 + value: 52.413 - type: recall_at_100 - value: 77.639 + value: 76.80399999999999 - type: recall_at_1000 - value: 91.301 + value: 91.623 - type: recall_at_20 - value: 61.763 + value: 60.462 - type: recall_at_3 - value: 40.143 + value: 36.351 - type: recall_at_5 - value: 45.193 + value: 42.858000000000004 task: type: Retrieval - dataset: @@ -1677,287 +1677,287 @@ model-index: type: mteb/cqadupstack-mathematica metrics: - type: main_score - value: 30.308 + value: 28.412 - type: map_at_1 - value: 16.154 + value: 14.859 - type: map_at_10 - value: 24.743000000000002 + value: 22.944 - type: map_at_100 - value: 26.069 + value: 24.301000000000002 - type: map_at_1000 - value: 26.197 + value: 24.422 - type: map_at_20 - value: 25.46 + value: 23.699 - type: map_at_3 - value: 21.816 + value: 19.88 - type: map_at_5 - value: 23.443 + value: 21.617 - type: mrr_at_1 - value: 20.149253731343283 + value: 18.781094527363184 - type: mrr_at_10 - value: 29.10847547974411 + value: 27.092316196793792 - type: mrr_at_100 - value: 30.13595361660887 + value: 28.237861305761868 - type: mrr_at_1000 - value: 30.211025784243766 + value: 28.309422454313843 - type: mrr_at_20 - value: 29.706267830545784 + value: 27.796436582724766 - type: mrr_at_3 - value: 26.451077943615264 + value: 24.191542288557226 - type: mrr_at_5 - value: 27.868988391376444 + value: 25.97014925373134 - type: nauc_map_at_1000_diff1 - value: 31.47263576493308 + value: 31.282762294834683 - type: nauc_map_at_1000_max - value: 18.49384617286511 + value: 22.10753198129143 - type: nauc_map_at_1000_std - value: 0.5754985941500461 + value: 7.464766818611464 - type: nauc_map_at_100_diff1 - value: 31.44160594144755 + value: 31.20876547623262 - type: nauc_map_at_100_max - value: 18.46607563648124 + value: 22.04855783261337 - type: nauc_map_at_100_std - value: 0.5879794819886102 + value: 7.46756154956561 - type: nauc_map_at_10_diff1 - value: 31.71626861875994 + value: 32.063025777530946 - type: nauc_map_at_10_max - value: 18.662179744257916 + value: 22.192839864708276 - type: nauc_map_at_10_std - value: -0.013163124651967131 + value: 6.935246733242942 - type: nauc_map_at_1_diff1 - value: 37.33971420967126 + value: 37.124675662048645 - type: nauc_map_at_1_max - value: 17.543923177907566 + value: 21.705513335758486 - type: nauc_map_at_1_std - value: -0.6312070176608349 + value: 5.125960085146019 - type: nauc_map_at_20_diff1 - value: 31.443960381506987 + value: 31.460350111051543 - type: nauc_map_at_20_max - value: 18.39695256653282 + value: 22.01600381936477 - type: nauc_map_at_20_std - value: 0.24204111048796523 + value: 7.320346261837271 - type: nauc_map_at_3_diff1 - value: 32.66647821102399 + value: 33.549284246016946 - type: nauc_map_at_3_max - value: 17.166769100670678 + value: 21.3496504436454 - type: nauc_map_at_3_std - value: 0.2511302116485242 + value: 5.629135047549884 - type: nauc_map_at_5_diff1 - value: 31.814363889022516 + value: 33.40126100368468 - type: nauc_map_at_5_max - value: 17.450292361372707 + value: 22.07074975303988 - type: nauc_map_at_5_std - value: -0.45123652210324744 + value: 6.0009506331816915 - type: nauc_mrr_at_1000_diff1 - value: 31.885514197021163 + value: 31.676659452959417 - type: nauc_mrr_at_1000_max - value: 18.697001653609462 + value: 22.893987786799595 - type: nauc_mrr_at_1000_std - value: -0.7075589181761113 + value: 6.023049236283401 - type: nauc_mrr_at_100_diff1 - value: 31.859235999194958 + value: 31.61103328375909 - type: nauc_mrr_at_100_max - value: 18.685923862530778 + value: 22.868698340353365 - type: nauc_mrr_at_100_std - value: -0.7027394321332194 + value: 6.017352015320805 - type: nauc_mrr_at_10_diff1 - value: 32.00819090481358 + value: 31.953429710735765 - type: nauc_mrr_at_10_max - value: 18.858552402155677 + value: 22.88953587703519 - type: nauc_mrr_at_10_std - value: -0.8729017160389365 + value: 5.736962509390694 - type: nauc_mrr_at_1_diff1 - value: 36.55463496530352 + value: 35.97635527682404 - type: nauc_mrr_at_1_max - value: 17.893580417517832 + value: 22.800448037132163 - type: nauc_mrr_at_1_std - value: -2.7268036629932895 + value: 3.2117385280672455 - type: nauc_mrr_at_20_diff1 - value: 31.79086317678036 + value: 31.595235519229487 - type: nauc_mrr_at_20_max - value: 18.72847970596078 + value: 22.799886818509123 - type: nauc_mrr_at_20_std - value: -0.7526268512949703 + value: 6.072525408593461 - type: nauc_mrr_at_3_diff1 - value: 32.24844813811655 + value: 33.18342375116275 - type: nauc_mrr_at_3_max - value: 17.810304497390504 + value: 22.52374592963976 - type: nauc_mrr_at_3_std - value: -1.3573591649881485 + value: 4.767522697706218 - type: nauc_mrr_at_5_diff1 - value: 32.29719658849603 + value: 33.119779061591515 - type: nauc_mrr_at_5_max - value: 18.01176246232617 + value: 23.003248125501745 - type: nauc_mrr_at_5_std - value: -1.3156140758149915 + value: 4.976805747506817 - type: nauc_ndcg_at_1000_diff1 - value: 30.420235654700672 + value: 28.292015382102793 - type: nauc_ndcg_at_1000_max - value: 20.14284394608303 + value: 22.68404765768237 - type: nauc_ndcg_at_1000_std - value: 2.409633449702056 + value: 9.589972055962098 - type: nauc_ndcg_at_100_diff1 - value: 29.54867297316048 + value: 26.96479405167567 - type: nauc_ndcg_at_100_max - value: 19.63470407851956 + value: 21.991567834408762 - type: nauc_ndcg_at_100_std - value: 3.062730904774899 + value: 10.039949830937676 - type: nauc_ndcg_at_10_diff1 - value: 30.288655944213627 + value: 29.467288216868713 - type: nauc_ndcg_at_10_max - value: 20.304033843092395 + value: 22.44104565858907 - type: nauc_ndcg_at_10_std - value: 0.7042902099149692 + value: 8.461186039677754 - type: nauc_ndcg_at_1_diff1 - value: 36.55463496530352 + value: 35.97635527682404 - type: nauc_ndcg_at_1_max - value: 17.893580417517832 + value: 22.800448037132163 - type: nauc_ndcg_at_1_std - value: -2.7268036629932895 + value: 3.2117385280672455 - type: nauc_ndcg_at_20_diff1 - value: 29.315712836253248 + value: 27.651039113853848 - type: nauc_ndcg_at_20_max - value: 19.55539590463071 + value: 21.865976465118173 - type: nauc_ndcg_at_20_std - value: 1.4238452417516618 + value: 9.612409644962762 - type: nauc_ndcg_at_3_diff1 - value: 31.54355638372054 + value: 32.261234884088516 - type: nauc_ndcg_at_3_max - value: 17.766299875547816 + value: 21.569892122182054 - type: nauc_ndcg_at_3_std - value: 0.28964137714040095 + value: 5.934094272513952 - type: nauc_ndcg_at_5_diff1 - value: 30.818060499932542 + value: 32.177187585868275 - type: nauc_ndcg_at_5_max - value: 18.068091310151164 + value: 22.501692436415365 - type: nauc_ndcg_at_5_std - value: -0.16020203299958868 + value: 6.628292970421619 - type: nauc_precision_at_1000_diff1 - value: 1.8177927649439825 + value: -3.119953273272669 - type: nauc_precision_at_1000_max - value: 1.9156412467603505 + value: 1.1513386014161908 - type: nauc_precision_at_1000_std - value: -1.0195378172264247 + value: -2.164470131685831 - type: nauc_precision_at_100_diff1 - value: 7.852064632368817 + value: 0.5849985774022525 - type: nauc_precision_at_100_max - value: 11.41378732164787 + value: 10.237261683711365 - type: nauc_precision_at_100_std - value: 8.845589790612463 + value: 9.57755547972335 - type: nauc_precision_at_10_diff1 - value: 19.576158908850957 + value: 15.246412164216192 - type: nauc_precision_at_10_max - value: 22.963840017872794 + value: 19.899416826328565 - type: nauc_precision_at_10_std - value: 2.426835326713512 + value: 10.003123363456073 - type: nauc_precision_at_1_diff1 - value: 36.55463496530352 + value: 35.97635527682404 - type: nauc_precision_at_1_max - value: 17.893580417517832 + value: 22.800448037132163 - type: nauc_precision_at_1_std - value: -2.7268036629932895 + value: 3.2117385280672455 - type: nauc_precision_at_20_diff1 - value: 15.305985286454149 + value: 7.606434579256874 - type: nauc_precision_at_20_max - value: 18.827005672571858 + value: 15.445346072441597 - type: nauc_precision_at_20_std - value: 3.992229421735929 + value: 11.538639325143942 - type: nauc_precision_at_3_diff1 - value: 26.358279542321966 + value: 25.28573060963354 - type: nauc_precision_at_3_max - value: 19.340749761958552 + value: 20.11025294163431 - type: nauc_precision_at_3_std - value: 0.8501109386129221 + value: 5.4367185562279525 - type: nauc_precision_at_5_diff1 - value: 22.462129435924727 + value: 23.428693353532925 - type: nauc_precision_at_5_max - value: 18.890119720243188 + value: 21.87288793778549 - type: nauc_precision_at_5_std - value: 0.21756962337473482 + value: 6.350278856507092 - type: nauc_recall_at_1000_diff1 - value: 25.079504569576184 + value: 11.030800804748713 - type: nauc_recall_at_1000_max - value: 36.71138367024086 + value: 28.207037540270484 - type: nauc_recall_at_1000_std - value: 18.882277140819067 + value: 26.53322787470092 - type: nauc_recall_at_100_diff1 - value: 19.980741195591563 + value: 9.45619750103627 - type: nauc_recall_at_100_max - value: 21.648381374802273 + value: 18.641295313722722 - type: nauc_recall_at_100_std - value: 14.541121099803092 + value: 19.89094444759181 - type: nauc_recall_at_10_diff1 - value: 24.61930855038573 + value: 21.59965548683592 - type: nauc_recall_at_10_max - value: 22.98083391642699 + value: 20.983235462917357 - type: nauc_recall_at_10_std - value: 2.860945348018573 + value: 12.421019075877183 - type: nauc_recall_at_1_diff1 - value: 37.33971420967126 + value: 37.124675662048645 - type: nauc_recall_at_1_max - value: 17.543923177907566 + value: 21.705513335758486 - type: nauc_recall_at_1_std - value: -0.6312070176608349 + value: 5.125960085146019 - type: nauc_recall_at_20_diff1 - value: 20.478434900407255 + value: 15.356277525370507 - type: nauc_recall_at_20_max - value: 20.439655780702832 + value: 18.853996115586888 - type: nauc_recall_at_20_std - value: 5.4039574030039885 + value: 16.118805288983083 - type: nauc_recall_at_3_diff1 - value: 27.845972047264578 + value: 28.945843357597685 - type: nauc_recall_at_3_max - value: 16.649682003649193 + value: 19.8912702523286 - type: nauc_recall_at_3_std - value: 2.171037068117454 + value: 7.5851361764687795 - type: nauc_recall_at_5_diff1 - value: 26.76354795664187 + value: 28.36471699123168 - type: nauc_recall_at_5_max - value: 17.488511178851763 + value: 21.17015525566982 - type: nauc_recall_at_5_std - value: 0.7909085800561211 + value: 8.24163064970665 - type: ndcg_at_1 - value: 20.149 + value: 18.781 - type: ndcg_at_10 - value: 30.308 + value: 28.412 - type: ndcg_at_100 - value: 36.361 + value: 34.782999999999994 - type: ndcg_at_1000 - value: 39.128 + value: 37.518 - type: ndcg_at_20 - value: 32.719 + value: 30.962 - type: ndcg_at_3 - value: 24.969 + value: 22.782 - type: ndcg_at_5 - value: 27.409 + value: 25.568 - type: precision_at_1 - value: 20.149 + value: 18.781 - type: precision_at_10 - value: 5.784000000000001 + value: 5.498 - type: precision_at_100 - value: 1.011 + value: 0.9979999999999999 - type: precision_at_1000 value: 0.13799999999999998 - type: precision_at_20 - value: 3.5319999999999996 + value: 3.4389999999999996 - type: precision_at_3 - value: 12.106 + value: 11.193999999999999 - type: precision_at_5 - value: 9.030000000000001 + value: 8.607 - type: recall_at_1 - value: 16.154 + value: 14.859 - type: recall_at_10 - value: 43.092000000000006 + value: 41.229 - type: recall_at_100 - value: 68.998 + value: 68.853 - type: recall_at_1000 - value: 88.127 + value: 87.86 - type: recall_at_20 - value: 51.937999999999995 + value: 50.333000000000006 - type: recall_at_3 - value: 28.473 + value: 25.889 - type: recall_at_5 - value: 34.624 + value: 32.798 task: type: Retrieval - dataset: @@ -1968,287 +1968,287 @@ model-index: type: mteb/cqadupstack-physics metrics: - type: main_score - value: 46.931 + value: 46.627 - type: map_at_1 - value: 30.036 + value: 29.110999999999997 - type: map_at_10 - value: 40.753 + value: 40.157 - type: map_at_100 - value: 42.098 + value: 41.5 - type: map_at_1000 - value: 42.201 + value: 41.615 - type: map_at_20 - value: 41.494 + value: 40.907 - type: map_at_3 - value: 37.55 + value: 36.741 - type: map_at_5 - value: 39.266 + value: 38.532 - type: mrr_at_1 - value: 36.57362848893166 + value: 35.899903753609244 - type: mrr_at_10 - value: 46.15953985058891 + value: 45.89913989336511 - type: mrr_at_100 - value: 46.964409847048735 + value: 46.66580649720437 - type: mrr_at_1000 - value: 47.006684152310186 + value: 46.71327306556841 - type: mrr_at_20 - value: 46.63576095668375 + value: 46.35048991522675 - type: mrr_at_3 - value: 43.39108116778952 + value: 43.10234199550849 - type: mrr_at_5 - value: 45.0609560474815 + value: 44.623034969521925 - type: nauc_map_at_1000_diff1 - value: 50.008393482865934 + value: 48.819197227113 - type: nauc_map_at_1000_max - value: 27.44292854668337 + value: 30.225193936185452 - type: nauc_map_at_1000_std - value: -1.1827744848485413 + value: -0.11387170703748546 - type: nauc_map_at_100_diff1 - value: 50.01593736030433 + value: 48.81653586975879 - type: nauc_map_at_100_max - value: 27.401227555060693 + value: 30.18941718252035 - type: nauc_map_at_100_std - value: -1.226830892874052 + value: -0.16136876140004403 - type: nauc_map_at_10_diff1 - value: 50.22186852707843 + value: 49.02711545619007 - type: nauc_map_at_10_max - value: 26.882005386152162 + value: 29.54513048209343 - type: nauc_map_at_10_std - value: -1.7817280491798217 + value: -1.0721344424269519 - type: nauc_map_at_1_diff1 - value: 53.70420852974904 + value: 54.55373479956459 - type: nauc_map_at_1_max - value: 25.134260139256465 + value: 28.68525621187728 - type: nauc_map_at_1_std - value: -5.16360510676616 + value: -3.828505921327198 - type: nauc_map_at_20_diff1 - value: 50.03553131371993 + value: 48.80329695009258 - type: nauc_map_at_20_max - value: 27.028712351429306 + value: 29.98470278569913 - type: nauc_map_at_20_std - value: -1.4264982725018232 + value: -0.4907024448684188 - type: nauc_map_at_3_diff1 - value: 50.56170061459129 + value: 49.49325346627698 - type: nauc_map_at_3_max - value: 27.125222360081885 + value: 30.001118629451362 - type: nauc_map_at_3_std - value: -2.1772011676637457 + value: -1.8332855957955085 - type: nauc_map_at_5_diff1 - value: 50.55287654401218 + value: 49.15308703989204 - type: nauc_map_at_5_max - value: 27.179943148291034 + value: 29.9743736651634 - type: nauc_map_at_5_std - value: -1.9278191493666326 + value: -1.471848560457071 - type: nauc_mrr_at_1000_diff1 - value: 50.19001608358556 + value: 49.6267405356935 - type: nauc_mrr_at_1000_max - value: 30.11015154646845 + value: 31.775511464032213 - type: nauc_mrr_at_1000_std - value: -0.01731538046574592 + value: 2.1941676606625573 - type: nauc_mrr_at_100_diff1 - value: 50.17990723644671 + value: 49.60865287375136 - type: nauc_mrr_at_100_max - value: 30.08888004508371 + value: 31.766711114897124 - type: nauc_mrr_at_100_std - value: -0.03777479539357456 + value: 2.1958339273429597 - type: nauc_mrr_at_10_diff1 - value: 50.29875316793952 + value: 49.731748265273836 - type: nauc_mrr_at_10_max - value: 30.0700394599554 + value: 31.510802716434373 - type: nauc_mrr_at_10_std - value: -0.1129279328368799 + value: 1.850952038635735 - type: nauc_mrr_at_1_diff1 - value: 53.13267349109123 + value: 54.326742857864915 - type: nauc_mrr_at_1_max - value: 29.600631965679142 + value: 31.714793704362155 - type: nauc_mrr_at_1_std - value: -1.0534342020289145 + value: 1.4094420435868311 - type: nauc_mrr_at_20_diff1 - value: 50.20426738346865 + value: 49.582036904653584 - type: nauc_mrr_at_20_max - value: 30.03033165917099 + value: 31.71211967406404 - type: nauc_mrr_at_20_std - value: -0.0990630706915973 + value: 2.1307901281304202 - type: nauc_mrr_at_3_diff1 - value: 50.44930547118647 + value: 49.99569893552195 - type: nauc_mrr_at_3_max - value: 30.18069271699821 + value: 32.010092946562025 - type: nauc_mrr_at_3_std - value: -0.4106548753200651 + value: 1.4910063885459364 - type: nauc_mrr_at_5_diff1 - value: 50.42405239937933 + value: 49.40329460354263 - type: nauc_mrr_at_5_max - value: 30.323511080797132 + value: 31.990047727579483 - type: nauc_mrr_at_5_std - value: -0.10914898852912731 + value: 1.663734759562975 - type: nauc_ndcg_at_1000_diff1 - value: 48.4023648301636 + value: 47.146065393209135 - type: nauc_ndcg_at_1000_max - value: 29.372043713546457 + value: 31.637365672232075 - type: nauc_ndcg_at_1000_std - value: 1.4160068477128542 + value: 3.2425314915817105 - type: nauc_ndcg_at_100_diff1 - value: 48.43331450594402 + value: 46.96953007559477 - type: nauc_ndcg_at_100_max - value: 28.62936981969224 + value: 31.16768307276679 - type: nauc_ndcg_at_100_std - value: 0.8983763064461433 + value: 2.942488981572898 - type: nauc_ndcg_at_10_diff1 - value: 49.03974183137114 + value: 47.63345306694598 - type: nauc_ndcg_at_10_max - value: 27.134352966349006 + value: 29.371578333227998 - type: nauc_ndcg_at_10_std - value: -0.7394110214476277 + value: 0.06472978934137909 - type: nauc_ndcg_at_1_diff1 - value: 53.13267349109123 + value: 54.326742857864915 - type: nauc_ndcg_at_1_max - value: 29.600631965679142 + value: 31.714793704362155 - type: nauc_ndcg_at_1_std - value: -1.0534342020289145 + value: 1.4094420435868311 - type: nauc_ndcg_at_20_diff1 - value: 48.48145045039039 + value: 46.81989380207635 - type: nauc_ndcg_at_20_max - value: 27.312478220117836 + value: 30.412570241892183 - type: nauc_ndcg_at_20_std - value: -0.08007639532022988 + value: 1.5075658935703282 - type: nauc_ndcg_at_3_diff1 - value: 49.795198984753725 + value: 48.410857274941726 - type: nauc_ndcg_at_3_max - value: 28.851373164423457 + value: 31.365778148874384 - type: nauc_ndcg_at_3_std - value: -0.7114306314589505 + value: -0.3887448200634908 - type: nauc_ndcg_at_5_diff1 - value: 49.76549299850904 + value: 47.65943245882207 - type: nauc_ndcg_at_5_max - value: 28.333095297025384 + value: 30.786802287608232 - type: nauc_ndcg_at_5_std - value: -0.6065340225903514 + value: -0.3340427915788538 - type: nauc_precision_at_1000_diff1 - value: -14.995860825405593 + value: -13.616360194561903 - type: nauc_precision_at_1000_max - value: 10.497503977177239 + value: 4.606458024282346 - type: nauc_precision_at_1000_std - value: 15.472908805216562 + value: 20.097753702338583 - type: nauc_precision_at_100_diff1 - value: -5.056728888436733 + value: -3.8203411621014363 - type: nauc_precision_at_100_max - value: 16.225279572994932 + value: 12.195338438332039 - type: nauc_precision_at_100_std - value: 17.333024162674036 + value: 21.277772831047834 - type: nauc_precision_at_10_diff1 - value: 18.485355184593836 + value: 17.41015815840667 - type: nauc_precision_at_10_max - value: 21.53388484848657 + value: 20.49327554673419 - type: nauc_precision_at_10_std - value: 9.864926100512946 + value: 14.317393694887748 - type: nauc_precision_at_1_diff1 - value: 53.13267349109123 + value: 54.326742857864915 - type: nauc_precision_at_1_max - value: 29.600631965679142 + value: 31.714793704362155 - type: nauc_precision_at_1_std - value: -1.0534342020289145 + value: 1.4094420435868311 - type: nauc_precision_at_20_diff1 - value: 9.420119338006966 + value: 8.063727537918783 - type: nauc_precision_at_20_max - value: 19.132214665647382 + value: 19.39335288125252 - type: nauc_precision_at_20_std - value: 13.168229893698857 + value: 18.93106122331836 - type: nauc_precision_at_3_diff1 - value: 34.51509644827664 + value: 32.705924980475146 - type: nauc_precision_at_3_max - value: 28.988501800675305 + value: 30.24641865632296 - type: nauc_precision_at_3_std - value: 6.887544108087535 + value: 7.195922370578724 - type: nauc_precision_at_5_diff1 - value: 29.728890633704864 + value: 25.471170302890012 - type: nauc_precision_at_5_max - value: 27.527807375891044 + value: 27.2559781097725 - type: nauc_precision_at_5_std - value: 8.615115789487243 + value: 10.423480799933591 - type: nauc_recall_at_1000_diff1 - value: 21.30536250453658 + value: 15.871912487469162 - type: nauc_recall_at_1000_max - value: 45.66826079811565 + value: 41.69115237346833 - type: nauc_recall_at_1000_std - value: 40.948489257124734 + value: 44.74346531949558 - type: nauc_recall_at_100_diff1 - value: 36.41578755512283 + value: 32.150465708991376 - type: nauc_recall_at_100_max - value: 25.843843547872236 + value: 28.9450065694084 - type: nauc_recall_at_100_std - value: 9.98566808528975 + value: 16.12971379538094 - type: nauc_recall_at_10_diff1 - value: 42.73428373449279 + value: 40.42003119650161 - type: nauc_recall_at_10_max - value: 22.45723124505396 + value: 23.798461011276167 - type: nauc_recall_at_10_std - value: 0.6596133636511106 + value: -0.8906910654707625 - type: nauc_recall_at_1_diff1 - value: 53.70420852974904 + value: 54.55373479956459 - type: nauc_recall_at_1_max - value: 25.134260139256465 + value: 28.68525621187728 - type: nauc_recall_at_1_std - value: -5.16360510676616 + value: -3.828505921327198 - type: nauc_recall_at_20_diff1 - value: 39.67103657607903 + value: 36.08908544861558 - type: nauc_recall_at_20_max - value: 21.767425036370714 + value: 26.51340931742042 - type: nauc_recall_at_20_std - value: 2.792759310018829 + value: 4.67558978611164 - type: nauc_recall_at_3_diff1 - value: 46.672591160111224 + value: 44.109094420929466 - type: nauc_recall_at_3_max - value: 26.876529270231792 + value: 29.817084024730185 - type: nauc_recall_at_3_std - value: -1.1160005181114536 + value: -1.9280901477621615 - type: nauc_recall_at_5_diff1 - value: 45.77174277314153 + value: 41.53929190979217 - type: nauc_recall_at_5_max - value: 26.349199537996853 + value: 28.682740378721512 - type: nauc_recall_at_5_std - value: -0.09454430813945205 + value: -2.1436179905847705 - type: ndcg_at_1 - value: 36.574 + value: 35.9 - type: ndcg_at_10 - value: 46.931 + value: 46.627 - type: ndcg_at_100 - value: 52.40899999999999 + value: 52.03 - type: ndcg_at_1000 - value: 54.31 + value: 53.982 - type: ndcg_at_20 - value: 49.098000000000006 + value: 48.748999999999995 - type: ndcg_at_3 - value: 41.585 + value: 40.96 - type: ndcg_at_5 - value: 44.009 + value: 43.389 - type: precision_at_1 - value: 36.574 + value: 35.9 - type: precision_at_10 - value: 8.518 + value: 8.652999999999999 - type: precision_at_100 - value: 1.317 + value: 1.324 - type: precision_at_1000 - value: 0.167 + value: 0.168 - type: precision_at_20 - value: 4.99 + value: 5.053 - type: precision_at_3 - value: 19.794999999999998 + value: 19.666 - type: precision_at_5 value: 13.879 - type: recall_at_1 - value: 30.036 + value: 29.110999999999997 - type: recall_at_10 - value: 60.043 + value: 60.21300000000001 - type: recall_at_100 - value: 82.78999999999999 + value: 82.829 - type: recall_at_1000 - value: 95.017 + value: 95.236 - type: recall_at_20 - value: 67.509 + value: 67.506 - type: recall_at_3 - value: 44.769 + value: 44.198 - type: recall_at_5 - value: 51.23 + value: 50.62 task: type: Retrieval - dataset: @@ -2259,287 +2259,287 @@ model-index: type: mteb/cqadupstack-programmers metrics: - type: main_score - value: 43.147999999999996 + value: 42.711 - type: map_at_1 - value: 27.299 + value: 25.912000000000003 - type: map_at_10 - value: 37.441 + value: 36.827 - type: map_at_100 - value: 38.977000000000004 + value: 38.323 - type: map_at_1000 - value: 39.068999999999996 + value: 38.426 - type: map_at_20 - value: 38.282 + value: 37.674 - type: map_at_3 - value: 34.217 + value: 33.815 - type: map_at_5 - value: 36.027 + value: 35.253 - type: mrr_at_1 - value: 33.44748858447489 + value: 31.621004566210047 - type: mrr_at_10 - value: 42.456738783793554 + value: 41.63106110023917 - type: mrr_at_100 - value: 43.485313174917046 + value: 42.68788468525227 - type: mrr_at_1000 - value: 43.52577210412886 + value: 42.737936476792896 - type: mrr_at_20 - value: 43.02431629929082 + value: 42.3034469946844 - type: mrr_at_3 - value: 39.72602739726027 + value: 39.44063926940638 - type: mrr_at_5 - value: 41.32420091324198 + value: 40.479452054794486 - type: nauc_map_at_1000_diff1 - value: 42.430993099089214 + value: 41.21238459815453 - type: nauc_map_at_1000_max - value: 28.098034312926952 + value: 31.731913362155538 - type: nauc_map_at_1000_std - value: 3.231295090968473 + value: 4.095602573199812 - type: nauc_map_at_100_diff1 - value: 42.42649976590143 + value: 41.2386060670619 - type: nauc_map_at_100_max - value: 28.07518501114065 + value: 31.745863964229752 - type: nauc_map_at_100_std - value: 3.2663627223954257 + value: 4.152539294264819 - type: nauc_map_at_10_diff1 - value: 42.37108247761657 + value: 41.06730435812859 - type: nauc_map_at_10_max - value: 27.784006301694887 + value: 31.154866667403546 - type: nauc_map_at_10_std - value: 2.1562734801370382 + value: 3.352195309556991 - type: nauc_map_at_1_diff1 - value: 46.996543750833226 + value: 46.719436307788634 - type: nauc_map_at_1_max - value: 23.22775877678291 + value: 27.23331305118017 - type: nauc_map_at_1_std - value: -3.185987618625673 + value: -3.294310698511136 - type: nauc_map_at_20_diff1 - value: 42.285605547136605 + value: 41.02754767769435 - type: nauc_map_at_20_max - value: 27.87619604505037 + value: 31.360864488023783 - type: nauc_map_at_20_std - value: 2.868182127790041 + value: 3.738456116200237 - type: nauc_map_at_3_diff1 - value: 43.17884748984982 + value: 41.6933203031956 - type: nauc_map_at_3_max - value: 26.640107029543174 + value: 29.89624455457615 - type: nauc_map_at_3_std - value: -0.6337177522670645 + value: -0.01536463182866681 - type: nauc_map_at_5_diff1 - value: 42.55295619170691 + value: 40.94567456109745 - type: nauc_map_at_5_max - value: 27.09386543850697 + value: 30.458349943583702 - type: nauc_map_at_5_std - value: 1.1172301120800785 + value: 1.9655221641608267 - type: nauc_mrr_at_1000_diff1 - value: 41.44240071604904 + value: 40.652351064681724 - type: nauc_mrr_at_1000_max - value: 29.942727017459177 + value: 33.01007429614183 - type: nauc_mrr_at_1000_std - value: 4.847580130462551 + value: 6.26143705110491 - type: nauc_mrr_at_100_diff1 - value: 41.43634208329461 + value: 40.65741819780518 - type: nauc_mrr_at_100_max - value: 29.94502158371524 + value: 33.01722581370414 - type: nauc_mrr_at_100_std - value: 4.873085525046516 + value: 6.302551967295325 - type: nauc_mrr_at_10_diff1 - value: 41.434406767394215 + value: 40.60567647703471 - type: nauc_mrr_at_10_max - value: 29.961051443508534 + value: 32.94692660407874 - type: nauc_mrr_at_10_std - value: 4.490183376727645 + value: 6.082085894261765 - type: nauc_mrr_at_1_diff1 - value: 46.01681006012476 + value: 46.11518802989986 - type: nauc_mrr_at_1_max - value: 28.39735171499139 + value: 31.625471357672307 - type: nauc_mrr_at_1_std - value: 0.8500045602957598 + value: 1.234566602020697 - type: nauc_mrr_at_20_diff1 - value: 41.324947979964605 + value: 40.558484630555064 - type: nauc_mrr_at_20_max - value: 29.939799023317963 + value: 32.97107821653968 - type: nauc_mrr_at_20_std - value: 4.8458435024129685 + value: 6.265323697745393 - type: nauc_mrr_at_3_diff1 - value: 41.87918200877444 + value: 40.68096006055527 - type: nauc_mrr_at_3_max - value: 29.878707844397507 + value: 32.53822188043154 - type: nauc_mrr_at_3_std - value: 2.754394941481161 + value: 4.345818715177205 - type: nauc_mrr_at_5_diff1 - value: 41.17158211294708 + value: 40.23796517179139 - type: nauc_mrr_at_5_max - value: 29.525114418603625 + value: 32.56979439355811 - type: nauc_mrr_at_5_std - value: 3.6695976231626792 + value: 5.595951651809914 - type: nauc_ndcg_at_1000_diff1 - value: 40.85015584223998 + value: 39.7027614173243 - type: nauc_ndcg_at_1000_max - value: 30.175833847400003 + value: 33.498346699070375 - type: nauc_ndcg_at_1000_std - value: 7.454581754774201 + value: 8.559325736291138 - type: nauc_ndcg_at_100_diff1 - value: 40.679563549502475 + value: 39.97452504741169 - type: nauc_ndcg_at_100_max - value: 30.105638179098303 + value: 33.89577471481737 - type: nauc_ndcg_at_100_std - value: 8.61962835140906 + value: 10.167129337536283 - type: nauc_ndcg_at_10_diff1 - value: 40.37700967457906 + value: 39.16788466313522 - type: nauc_ndcg_at_10_max - value: 29.33300077317775 + value: 32.47905308816861 - type: nauc_ndcg_at_10_std - value: 5.023758212980035 + value: 7.295048419911472 - type: nauc_ndcg_at_1_diff1 - value: 46.01681006012476 + value: 46.11518802989986 - type: nauc_ndcg_at_1_max - value: 28.39735171499139 + value: 31.625471357672307 - type: nauc_ndcg_at_1_std - value: 0.8500045602957598 + value: 1.234566602020697 - type: nauc_ndcg_at_20_diff1 - value: 39.98886010789604 + value: 38.859039216458626 - type: nauc_ndcg_at_20_max - value: 29.36296219371212 + value: 32.741280842100274 - type: nauc_ndcg_at_20_std - value: 7.1201782062536925 + value: 8.532519680049697 - type: nauc_ndcg_at_3_diff1 - value: 40.92324084648135 + value: 39.50414846792753 - type: nauc_ndcg_at_3_max - value: 28.520942397787785 + value: 31.436293574105246 - type: nauc_ndcg_at_3_std - value: 1.0293165278727892 + value: 2.7912054661515513 - type: nauc_ndcg_at_5_diff1 - value: 40.317533959797814 + value: 38.70681148905142 - type: nauc_ndcg_at_5_max - value: 28.339428764903264 + value: 31.437135456835662 - type: nauc_ndcg_at_5_std - value: 3.1896497530161687 + value: 5.162466911691187 - type: nauc_precision_at_1000_diff1 - value: -6.9969817860247625 + value: -3.3602607374185633 - type: nauc_precision_at_1000_max - value: 9.347778794059506 + value: 4.971880762242277 - type: nauc_precision_at_1000_std - value: 7.9646208472184625 + value: 9.19452758668974 - type: nauc_precision_at_100_diff1 - value: 2.991937395454712 + value: 7.510065324630119 - type: nauc_precision_at_100_max - value: 18.71624281667294 + value: 20.08725395064176 - type: nauc_precision_at_100_std - value: 21.600526590609512 + value: 24.3347599479104 - type: nauc_precision_at_10_diff1 - value: 18.37445514123775 + value: 17.288987492657895 - type: nauc_precision_at_10_max - value: 29.699257376065063 + value: 30.523796629978005 - type: nauc_precision_at_10_std - value: 18.095751349204832 + value: 21.72855091830218 - type: nauc_precision_at_1_diff1 - value: 46.01681006012476 + value: 46.11518802989986 - type: nauc_precision_at_1_max - value: 28.39735171499139 + value: 31.625471357672307 - type: nauc_precision_at_1_std - value: 0.8500045602957598 + value: 1.234566602020697 - type: nauc_precision_at_20_diff1 - value: 11.472713745988054 + value: 12.228489950055032 - type: nauc_precision_at_20_max - value: 25.690985880662325 + value: 27.04368010402764 - type: nauc_precision_at_20_std - value: 22.46754877988948 + value: 24.15754031166108 - type: nauc_precision_at_3_diff1 - value: 29.052028827439607 + value: 26.83713388263207 - type: nauc_precision_at_3_max - value: 31.04481903220871 + value: 33.23777507125749 - type: nauc_precision_at_3_std - value: 8.208096616199493 + value: 10.323356806632543 - type: nauc_precision_at_5_diff1 - value: 23.711708272374533 + value: 21.61560839260508 - type: nauc_precision_at_5_max - value: 30.24946804680551 + value: 32.66946145310579 - type: nauc_precision_at_5_std - value: 12.681259000978528 + value: 16.353775624744003 - type: nauc_recall_at_1000_diff1 - value: 16.82259171106293 + value: 18.969678611942875 - type: nauc_recall_at_1000_max - value: 42.76820203485854 + value: 44.65492230931943 - type: nauc_recall_at_1000_std - value: 55.97238149176407 + value: 57.57661658969986 - type: nauc_recall_at_100_diff1 - value: 27.21094062723115 + value: 32.144682780578435 - type: nauc_recall_at_100_max - value: 33.698956290459584 + value: 39.039873233473685 - type: nauc_recall_at_100_std - value: 37.63664733891902 + value: 41.27073159300163 - type: nauc_recall_at_10_diff1 - value: 33.26348363515544 + value: 32.15567564970661 - type: nauc_recall_at_10_max - value: 29.5718227632449 + value: 32.11964259760779 - type: nauc_recall_at_10_std - value: 10.62584355073482 + value: 15.891022254121328 - type: nauc_recall_at_1_diff1 - value: 46.996543750833226 + value: 46.719436307788634 - type: nauc_recall_at_1_max - value: 23.22775877678291 + value: 27.23331305118017 - type: nauc_recall_at_1_std - value: -3.185987618625673 + value: -3.294310698511136 - type: nauc_recall_at_20_diff1 - value: 30.615386537256107 + value: 28.851896672624644 - type: nauc_recall_at_20_max - value: 29.459243404458636 + value: 32.287799296155114 - type: nauc_recall_at_20_std - value: 18.849849153868913 + value: 21.67937291007234 - type: nauc_recall_at_3_diff1 - value: 37.22492629427872 + value: 34.39542239770237 - type: nauc_recall_at_3_max - value: 27.49351222866847 + value: 28.587385654425223 - type: nauc_recall_at_3_std - value: 0.31700586087567145 + value: 3.1462139418981865 - type: nauc_recall_at_5_diff1 - value: 34.4555753891359 + value: 31.662335151844633 - type: nauc_recall_at_5_max - value: 27.219221048995283 + value: 29.169339984865907 - type: nauc_recall_at_5_std - value: 6.057763073329902 + value: 9.423550205691733 - type: ndcg_at_1 - value: 33.446999999999996 + value: 31.621 - type: ndcg_at_10 - value: 43.147999999999996 + value: 42.711 - type: ndcg_at_100 - value: 49.601 + value: 49.033 - type: ndcg_at_1000 - value: 51.437 + value: 51.085 - type: ndcg_at_20 - value: 45.704 + value: 45.443 - type: ndcg_at_3 - value: 37.978 + value: 38.005 - type: ndcg_at_5 - value: 40.431 + value: 39.751999999999995 - type: precision_at_1 - value: 33.446999999999996 + value: 31.621 - type: precision_at_10 - value: 7.888000000000001 + value: 7.968 - type: precision_at_100 - value: 1.298 + value: 1.2890000000000001 - type: precision_at_1000 - value: 0.16199999999999998 + value: 0.163 - type: precision_at_20 - value: 4.749 + value: 4.795 - type: precision_at_3 - value: 17.922 + value: 18.379 - type: precision_at_5 - value: 12.9 + value: 12.740000000000002 - type: recall_at_1 - value: 27.299 + value: 25.912000000000003 - type: recall_at_10 - value: 54.92399999999999 + value: 55.08 - type: recall_at_100 - value: 82.308 + value: 81.922 - type: recall_at_1000 - value: 94.451 + value: 95.543 - type: recall_at_20 - value: 63.952 + value: 65.082 - type: recall_at_3 - value: 40.788000000000004 + value: 41.899 - type: recall_at_5 - value: 47.198 + value: 46.708 task: type: Retrieval - dataset: @@ -2550,9 +2550,9 @@ model-index: type: CQADupstackRetrieval_is_a_combined_dataset metrics: - type: main_score - value: 42.21466666666666 + value: 40.85841666666668 - type: ndcg_at_10 - value: 42.21466666666666 + value: 40.85841666666668 task: type: Retrieval - dataset: @@ -2563,287 +2563,287 @@ model-index: type: mteb/cqadupstack-stats metrics: - type: main_score - value: 35.535 + value: 35.053 - type: map_at_1 - value: 23.082 + value: 23.291999999999998 - type: map_at_10 - value: 30.991000000000003 + value: 30.61 - type: map_at_100 - value: 31.968000000000004 + value: 31.549 - type: map_at_1000 - value: 32.07 + value: 31.644 - type: map_at_20 - value: 31.535000000000004 + value: 31.041999999999998 - type: map_at_3 - value: 28.605000000000004 + value: 28.011999999999997 - type: map_at_5 - value: 30.06 + value: 29.425 - type: mrr_at_1 - value: 25.920245398773005 + value: 26.07361963190184 - type: mrr_at_10 - value: 33.93191888207225 + value: 33.167421365274116 - type: mrr_at_100 - value: 34.77251067424867 + value: 34.029277736438495 - type: mrr_at_1000 - value: 34.838890717603476 + value: 34.09235069536584 - type: mrr_at_20 - value: 34.396659782410225 + value: 33.59034373634008 - type: mrr_at_3 - value: 31.722903885480587 + value: 30.7515337423313 - type: mrr_at_5 - value: 33.11860940695298 + value: 32.08588957055215 - type: nauc_map_at_1000_diff1 - value: 50.959235687536655 + value: 43.481986624980415 - type: nauc_map_at_1000_max - value: 30.655083426929526 + value: 28.952163698686732 - type: nauc_map_at_1000_std - value: 4.551329335263164 + value: 10.782598183324414 - type: nauc_map_at_100_diff1 - value: 50.95439619487166 + value: 43.45584335416967 - type: nauc_map_at_100_max - value: 30.623042271335667 + value: 28.911137574377232 - type: nauc_map_at_100_std - value: 4.553201745695824 + value: 10.76701853563041 - type: nauc_map_at_10_diff1 - value: 50.67983398647876 + value: 43.47116890578832 - type: nauc_map_at_10_max - value: 30.286986966981583 + value: 28.653166569212946 - type: nauc_map_at_10_std - value: 3.9148983660544125 + value: 10.17426104854042 - type: nauc_map_at_1_diff1 - value: 58.20205266764334 + value: 49.75958213376796 - type: nauc_map_at_1_max - value: 28.58134257489169 + value: 24.470618320089454 - type: nauc_map_at_1_std - value: 0.40198884745343 + value: 6.492564751094104 - type: nauc_map_at_20_diff1 - value: 50.90472178620438 + value: 43.35481926885264 - type: nauc_map_at_20_max - value: 30.563325966498205 + value: 28.699469771138414 - type: nauc_map_at_20_std - value: 4.369655492671673 + value: 10.45940778146071 - type: nauc_map_at_3_diff1 - value: 52.084512866747325 + value: 44.485234854591035 - type: nauc_map_at_3_max - value: 29.374244156637356 + value: 28.38719705365597 - type: nauc_map_at_3_std - value: 2.0818606642419963 + value: 9.000376354032333 - type: nauc_map_at_5_diff1 - value: 51.27705609284862 + value: 43.44946037663669 - type: nauc_map_at_5_max - value: 30.17700495077409 + value: 28.476659272609623 - type: nauc_map_at_5_std - value: 3.2722185125269103 + value: 9.703474173706583 - type: nauc_mrr_at_1000_diff1 - value: 51.909591752092425 + value: 45.954395007886525 - type: nauc_mrr_at_1000_max - value: 33.36453135370183 + value: 31.50968463706721 - type: nauc_mrr_at_1000_std - value: 7.404496516950065 + value: 13.707444407915146 - type: nauc_mrr_at_100_diff1 - value: 51.900856693619126 + value: 45.93279568895946 - type: nauc_mrr_at_100_max - value: 33.350334085938364 + value: 31.49035735663133 - type: nauc_mrr_at_100_std - value: 7.410015907741515 + value: 13.696695107846951 - type: nauc_mrr_at_10_diff1 - value: 51.82074175684569 + value: 46.00075381149564 - type: nauc_mrr_at_10_max - value: 33.32820656085001 + value: 31.35587522300911 - type: nauc_mrr_at_10_std - value: 7.043558257826565 + value: 13.319928784978059 - type: nauc_mrr_at_1_diff1 - value: 60.46456002140532 + value: 53.86601247498458 - type: nauc_mrr_at_1_max - value: 33.31049028455304 + value: 29.05934941003339 - type: nauc_mrr_at_1_std - value: 4.830131026566884 + value: 10.991599490187589 - type: nauc_mrr_at_20_diff1 - value: 51.8644842944308 + value: 45.86633939971638 - type: nauc_mrr_at_20_max - value: 33.3675144190388 + value: 31.355545429804543 - type: nauc_mrr_at_20_std - value: 7.256444002173675 + value: 13.461168244272576 - type: nauc_mrr_at_3_diff1 - value: 52.904828169011154 + value: 47.46632656927442 - type: nauc_mrr_at_3_max - value: 32.55024244450511 + value: 31.868101191363152 - type: nauc_mrr_at_3_std - value: 6.014060915782276 + value: 13.134952192744528 - type: nauc_mrr_at_5_diff1 - value: 52.361187623943614 + value: 46.216287976414655 - type: nauc_mrr_at_5_max - value: 33.38079408144374 + value: 31.22808984287798 - type: nauc_mrr_at_5_std - value: 6.854165091950606 + value: 13.052212637671804 - type: nauc_ndcg_at_1000_diff1 - value: 48.30949790825087 + value: 41.636814427170584 - type: nauc_ndcg_at_1000_max - value: 32.568281800544476 + value: 31.493143528814294 - type: nauc_ndcg_at_1000_std - value: 8.966636096573168 + value: 14.770912529263397 - type: nauc_ndcg_at_100_diff1 - value: 47.9550901718591 + value: 41.12015328320773 - type: nauc_ndcg_at_100_max - value: 31.969231434862483 + value: 30.74936949964077 - type: nauc_ndcg_at_100_std - value: 8.909343996509326 + value: 14.126317942292099 - type: nauc_ndcg_at_10_diff1 - value: 47.56929495928323 + value: 41.363853256357004 - type: nauc_ndcg_at_10_max - value: 31.131109409439638 + value: 29.967593685883593 - type: nauc_ndcg_at_10_std - value: 6.03049937873584 + value: 11.745736297343958 - type: nauc_ndcg_at_1_diff1 - value: 60.46456002140532 + value: 53.86601247498458 - type: nauc_ndcg_at_1_max - value: 33.31049028455304 + value: 29.05934941003339 - type: nauc_ndcg_at_1_std - value: 4.830131026566884 + value: 10.991599490187589 - type: nauc_ndcg_at_20_diff1 - value: 47.99938648902949 + value: 40.75029632252196 - type: nauc_ndcg_at_20_max - value: 31.584023047520475 + value: 29.8909640874289 - type: nauc_ndcg_at_20_std - value: 7.3552147944361685 + value: 12.454934718956409 - type: nauc_ndcg_at_3_diff1 - value: 50.28269131499986 + value: 43.63306400143029 - type: nauc_ndcg_at_3_max - value: 30.233582570806007 + value: 30.487292567301395 - type: nauc_ndcg_at_3_std - value: 3.78476869218036 + value: 11.38385449149101 - type: nauc_ndcg_at_5_diff1 - value: 49.049921852112895 + value: 41.60699357804944 - type: nauc_ndcg_at_5_max - value: 31.174764383636816 + value: 29.677122670631594 - type: nauc_ndcg_at_5_std - value: 4.931908749150788 + value: 11.219704931901058 - type: nauc_precision_at_1000_diff1 - value: 6.883972818358869 + value: 14.098873228986914 - type: nauc_precision_at_1000_max - value: 21.834322765687677 + value: 24.17087547157802 - type: nauc_precision_at_1000_std - value: 20.000731976327703 + value: 19.888193749463685 - type: nauc_precision_at_100_diff1 - value: 19.786688523669632 + value: 23.179467074556886 - type: nauc_precision_at_100_max - value: 30.328428959273722 + value: 31.865564772690984 - type: nauc_precision_at_100_std - value: 26.147922491368902 + value: 25.13985731761706 - type: nauc_precision_at_10_diff1 - value: 31.41218497795092 + value: 32.107718641883146 - type: nauc_precision_at_10_max - value: 33.95003889463453 + value: 34.91859600075913 - type: nauc_precision_at_10_std - value: 19.08301072890509 + value: 22.79400955617237 - type: nauc_precision_at_1_diff1 - value: 60.46456002140532 + value: 53.86601247498458 - type: nauc_precision_at_1_max - value: 33.31049028455304 + value: 29.05934941003339 - type: nauc_precision_at_1_std - value: 4.830131026566884 + value: 10.991599490187589 - type: nauc_precision_at_20_diff1 - value: 30.502712564255486 + value: 29.993188469468002 - type: nauc_precision_at_20_max - value: 35.178872501427975 + value: 35.296458769573086 - type: nauc_precision_at_20_std - value: 23.358935743161783 + value: 24.20327572204019 - type: nauc_precision_at_3_diff1 - value: 43.1022211297112 + value: 38.99151580407392 - type: nauc_precision_at_3_max - value: 33.93732742672912 + value: 36.357023065975284 - type: nauc_precision_at_3_std - value: 10.823942310140167 + value: 19.43463406590944 - type: nauc_precision_at_5_diff1 - value: 38.63486834833309 + value: 34.334835167755124 - type: nauc_precision_at_5_max - value: 36.23894828623807 + value: 35.54403568911307 - type: nauc_precision_at_5_std - value: 14.675475211699615 + value: 21.297076675377635 - type: nauc_recall_at_1000_diff1 - value: 23.04089688983766 + value: 21.37160644447469 - type: nauc_recall_at_1000_max - value: 40.167606539321355 + value: 42.69368632941223 - type: nauc_recall_at_1000_std - value: 43.02153663005034 + value: 44.69786965651591 - type: nauc_recall_at_100_diff1 - value: 32.000202612409794 + value: 26.1829124199152 - type: nauc_recall_at_100_max - value: 31.12741249551696 + value: 31.05778051148635 - type: nauc_recall_at_100_std - value: 24.54365478830203 + value: 24.13788905724134 - type: nauc_recall_at_10_diff1 - value: 36.14374447048929 + value: 32.277913345812316 - type: nauc_recall_at_10_max - value: 29.498316079260555 + value: 29.95426768325743 - type: nauc_recall_at_10_std - value: 8.641435315254533 + value: 12.182289596195755 - type: nauc_recall_at_1_diff1 - value: 58.20205266764334 + value: 49.75958213376796 - type: nauc_recall_at_1_max - value: 28.58134257489169 + value: 24.470618320089454 - type: nauc_recall_at_1_std - value: 0.40198884745343 + value: 6.492564751094104 - type: nauc_recall_at_20_diff1 - value: 36.22347557385489 + value: 28.594583651409373 - type: nauc_recall_at_20_max - value: 29.750817583764405 + value: 28.61050190860186 - type: nauc_recall_at_20_std - value: 13.219998916877149 + value: 14.453928140032604 - type: nauc_recall_at_3_diff1 - value: 43.42606106046774 + value: 37.26827475373021 - type: nauc_recall_at_3_max - value: 27.02370831585066 + value: 30.24664533196025 - type: nauc_recall_at_3_std - value: 2.148594878901326 + value: 10.088814497838317 - type: nauc_recall_at_5_diff1 - value: 40.74252027743906 + value: 33.012511168504346 - type: nauc_recall_at_5_max - value: 29.661893704694375 + value: 28.863956457849227 - type: nauc_recall_at_5_std - value: 5.8950594952457145 + value: 10.866060080770383 - type: ndcg_at_1 - value: 25.919999999999998 + value: 26.074 - type: ndcg_at_10 - value: 35.535 + value: 35.053 - type: ndcg_at_100 - value: 40.316 + value: 39.877 - type: ndcg_at_1000 - value: 42.84 + value: 42.219 - type: ndcg_at_20 - value: 37.424 + value: 36.553999999999995 - type: ndcg_at_3 - value: 31.223 + value: 30.25 - type: ndcg_at_5 - value: 33.521 + value: 32.46 - type: precision_at_1 - value: 25.919999999999998 + value: 26.074 - type: precision_at_10 - value: 5.736 + value: 5.675 - type: precision_at_100 - value: 0.876 + value: 0.88 - type: precision_at_1000 - value: 0.117 + value: 0.116 - type: precision_at_20 - value: 3.359 + value: 3.213 - type: precision_at_3 - value: 13.804 + value: 13.088 - type: precision_at_5 - value: 9.754999999999999 + value: 9.325 - type: recall_at_1 - value: 23.082 + value: 23.291999999999998 - type: recall_at_10 - value: 46.399 + value: 46.148 - type: recall_at_100 - value: 68.06 + value: 68.24799999999999 - type: recall_at_1000 - value: 86.821 + value: 85.455 - type: recall_at_20 - value: 53.525 + value: 51.734 - type: recall_at_3 - value: 34.871 + value: 33.131 - type: recall_at_5 - value: 40.492 + value: 38.546 task: type: Retrieval - dataset: @@ -2854,287 +2854,287 @@ model-index: type: mteb/cqadupstack-tex metrics: - type: main_score - value: 29.707 + value: 27.525 - type: map_at_1 - value: 17.159 + value: 15.812999999999999 - type: map_at_10 - value: 24.869 + value: 22.878999999999998 - type: map_at_100 - value: 26.021 + value: 23.992 - type: map_at_1000 - value: 26.151000000000003 + value: 24.127000000000002 - type: map_at_20 - value: 25.526 + value: 23.452 - type: map_at_3 - value: 22.538 + value: 20.467 - type: map_at_5 - value: 23.796999999999997 + value: 21.767 - type: mrr_at_1 - value: 20.99105299380592 + value: 19.201651754989676 - type: mrr_at_10 - value: 28.786336971127096 + value: 26.47224133975686 - type: mrr_at_100 - value: 29.74490721636805 + value: 27.412766979166342 - type: mrr_at_1000 - value: 29.823214274100618 + value: 27.49631476670978 - type: mrr_at_20 - value: 29.363881329195756 + value: 26.9691663879413 - type: mrr_at_3 - value: 26.531314521679345 + value: 24.013535214498745 - type: mrr_at_5 - value: 27.7339986235376 + value: 25.441615049323303 - type: nauc_map_at_1000_diff1 - value: 37.13825685322779 + value: 33.697813145909535 - type: nauc_map_at_1000_max - value: 25.949209359787055 + value: 26.509494140027996 - type: nauc_map_at_1000_std - value: -0.1789880172036093 + value: 2.993849542775133 - type: nauc_map_at_100_diff1 - value: 37.13565311027618 + value: 33.671087749349674 - type: nauc_map_at_100_max - value: 25.909889375022395 + value: 26.472678055525336 - type: nauc_map_at_100_std - value: -0.20169274828783654 + value: 2.956494527720355 - type: nauc_map_at_10_diff1 - value: 37.412949674073325 + value: 33.914740537035435 - type: nauc_map_at_10_max - value: 25.837714322449912 + value: 26.5349486074814 - type: nauc_map_at_10_std - value: -0.7989713426808079 + value: 2.3474576992114304 - type: nauc_map_at_1_diff1 - value: 43.66535106611136 + value: 39.451484530341254 - type: nauc_map_at_1_max - value: 24.934157845499076 + value: 25.790802427354205 - type: nauc_map_at_1_std - value: -2.798761696625911 + value: -1.8340911432347162 - type: nauc_map_at_20_diff1 - value: 37.25188765578179 + value: 33.766215747904695 - type: nauc_map_at_20_max - value: 25.887533682661708 + value: 26.440032024795805 - type: nauc_map_at_20_std - value: -0.48710070531162597 + value: 2.6591992745156485 - type: nauc_map_at_3_diff1 - value: 38.747478927053876 + value: 34.80477662436832 - type: nauc_map_at_3_max - value: 25.551679823476835 + value: 26.232579057821294 - type: nauc_map_at_3_std - value: -1.5848393331273871 + value: 1.0628053044692038 - type: nauc_map_at_5_diff1 - value: 38.11902875922142 + value: 34.44953511091354 - type: nauc_map_at_5_max - value: 25.84766602647597 + value: 26.329117036695354 - type: nauc_map_at_5_std - value: -1.0063039730468788 + value: 1.6829673952842554 - type: nauc_mrr_at_1000_diff1 - value: 35.409856966860396 + value: 33.13732180476133 - type: nauc_mrr_at_1000_max - value: 27.86922067595656 + value: 27.911825182206524 - type: nauc_mrr_at_1000_std - value: -0.0734512410447464 + value: 3.570486982023914 - type: nauc_mrr_at_100_diff1 - value: 35.400804471162054 + value: 33.112653270534636 - type: nauc_mrr_at_100_max - value: 27.866591373962002 + value: 27.897770062852732 - type: nauc_mrr_at_100_std - value: -0.04959722841487173 + value: 3.5920129247128028 - type: nauc_mrr_at_10_diff1 - value: 35.5199909370886 + value: 33.27584578509099 - type: nauc_mrr_at_10_max - value: 27.962695735822045 + value: 28.123344470902044 - type: nauc_mrr_at_10_std - value: -0.5296125062220955 + value: 3.1806023776161005 - type: nauc_mrr_at_1_diff1 - value: 41.65630429652082 + value: 38.697906401251565 - type: nauc_mrr_at_1_max - value: 27.826862844728982 + value: 27.526788964221176 - type: nauc_mrr_at_1_std - value: -2.0718644041769205 + value: -0.3872399197836332 - type: nauc_mrr_at_20_diff1 - value: 35.38119545574273 + value: 33.14710189298942 - type: nauc_mrr_at_20_max - value: 27.888497220693953 + value: 27.925418071214477 - type: nauc_mrr_at_20_std - value: -0.2890434589026467 + value: 3.410762781508218 - type: nauc_mrr_at_3_diff1 - value: 36.603117913849466 + value: 33.87772552463924 - type: nauc_mrr_at_3_max - value: 27.947449591583933 + value: 28.007003297502216 - type: nauc_mrr_at_3_std - value: -1.0865714056168478 + value: 1.9486591805981224 - type: nauc_mrr_at_5_diff1 - value: 35.92459791709931 + value: 33.62067092202846 - type: nauc_mrr_at_5_max - value: 28.035251623858272 + value: 28.14249070532696 - type: nauc_mrr_at_5_std - value: -0.8711878495606741 + value: 2.6447040667824218 - type: nauc_ndcg_at_1000_diff1 - value: 34.06248430947299 + value: 31.23455010115525 - type: nauc_ndcg_at_1000_max - value: 26.7997542315953 + value: 26.928025566178913 - type: nauc_ndcg_at_1000_std - value: 3.3240363708933742 + value: 6.941305960469611 - type: nauc_ndcg_at_100_diff1 - value: 33.68748871110203 + value: 30.584344786502747 - type: nauc_ndcg_at_100_max - value: 26.362138300414788 + value: 26.404821521795537 - type: nauc_ndcg_at_100_std - value: 3.3435049793759717 + value: 7.0334275625510925 - type: nauc_ndcg_at_10_diff1 - value: 34.50272053437263 + value: 31.53451395934299 - type: nauc_ndcg_at_10_max - value: 26.41321919372202 + value: 27.05918031675037 - type: nauc_ndcg_at_10_std - value: 0.44722981908997034 + value: 4.439717091540959 - type: nauc_ndcg_at_1_diff1 - value: 41.65630429652082 + value: 38.697906401251565 - type: nauc_ndcg_at_1_max - value: 27.826862844728982 + value: 27.526788964221176 - type: nauc_ndcg_at_1_std - value: -2.0718644041769205 + value: -0.3872399197836332 - type: nauc_ndcg_at_20_diff1 - value: 34.095928245730065 + value: 31.12144557343197 - type: nauc_ndcg_at_20_max - value: 26.278658129351108 + value: 26.542119575357965 - type: nauc_ndcg_at_20_std - value: 1.333694029082928 + value: 5.3406069749732525 - type: nauc_ndcg_at_3_diff1 - value: 36.69705632103637 + value: 33.01724233874462 - type: nauc_ndcg_at_3_max - value: 26.78968350373072 + value: 27.140135730286946 - type: nauc_ndcg_at_3_std - value: -1.0804397591306258 + value: 1.9208853678075062 - type: nauc_ndcg_at_5_diff1 - value: 35.72910772416993 + value: 32.55051796045806 - type: nauc_ndcg_at_5_max - value: 26.70057707274289 + value: 26.955239421636346 - type: nauc_ndcg_at_5_std - value: -0.13486271460127894 + value: 3.0379868805913652 - type: nauc_precision_at_1000_diff1 - value: 0.05861252770643225 + value: 4.618759880285172 - type: nauc_precision_at_1000_max - value: 18.601946335509112 + value: 15.135402391589992 - type: nauc_precision_at_1000_std - value: 9.800060286260463 + value: 17.641125584501353 - type: nauc_precision_at_100_diff1 - value: 7.363883419620025 + value: 10.39883535965785 - type: nauc_precision_at_100_max - value: 22.20848267682575 + value: 20.08846103789256 - type: nauc_precision_at_100_std - value: 12.714551550333642 + value: 19.449422467727224 - type: nauc_precision_at_10_diff1 - value: 21.331506854435275 + value: 22.298962818126192 - type: nauc_precision_at_10_max - value: 28.684902701505965 + value: 28.89863016237585 - type: nauc_precision_at_10_std - value: 3.6550639959191207 + value: 11.063401323032155 - type: nauc_precision_at_1_diff1 - value: 41.65630429652082 + value: 38.697906401251565 - type: nauc_precision_at_1_max - value: 27.826862844728982 + value: 27.526788964221176 - type: nauc_precision_at_1_std - value: -2.0718644041769205 + value: -0.3872399197836332 - type: nauc_precision_at_20_diff1 - value: 16.844978902521646 + value: 19.176385926878414 - type: nauc_precision_at_20_max - value: 27.441958887770646 + value: 25.917593281871675 - type: nauc_precision_at_20_std - value: 6.3826805047558315 + value: 13.11450466413103 - type: nauc_precision_at_3_diff1 - value: 30.639398097322594 + value: 28.031695189128474 - type: nauc_precision_at_3_max - value: 29.939776959172697 + value: 28.9642194082244 - type: nauc_precision_at_3_std - value: -0.20286831584574574 + value: 4.347834807504182 - type: nauc_precision_at_5_diff1 - value: 26.70376825047474 + value: 26.272317529418892 - type: nauc_precision_at_5_max - value: 29.60604358978513 + value: 29.150315424317114 - type: nauc_precision_at_5_std - value: 1.5809149742471655 + value: 6.880885398540699 - type: nauc_recall_at_1000_diff1 - value: 17.785715749599042 + value: 17.4273150148978 - type: nauc_recall_at_1000_max - value: 23.48376672770539 + value: 24.306401198860677 - type: nauc_recall_at_1000_std - value: 30.385000337970858 + value: 29.662613615698568 - type: nauc_recall_at_100_diff1 - value: 21.05284222570054 + value: 18.43107428764886 - type: nauc_recall_at_100_max - value: 21.945063586716614 + value: 20.971000173192305 - type: nauc_recall_at_100_std - value: 17.466562038077875 + value: 19.71647423515453 - type: nauc_recall_at_10_diff1 - value: 26.597231762971674 + value: 24.16733448276029 - type: nauc_recall_at_10_max - value: 23.5079436519741 + value: 24.352699469715134 - type: nauc_recall_at_10_std - value: 3.263135880492641 + value: 8.209628518853242 - type: nauc_recall_at_1_diff1 - value: 43.66535106611136 + value: 39.451484530341254 - type: nauc_recall_at_1_max - value: 24.934157845499076 + value: 25.790802427354205 - type: nauc_recall_at_1_std - value: -2.798761696625911 + value: -1.8340911432347162 - type: nauc_recall_at_20_diff1 - value: 24.832091637143787 + value: 22.67002641081412 - type: nauc_recall_at_20_max - value: 22.315764495952237 + value: 22.634810976567632 - type: nauc_recall_at_20_std - value: 6.129833251765541 + value: 11.08185078231441 - type: nauc_recall_at_3_diff1 - value: 32.85408650886733 + value: 28.883409519249298 - type: nauc_recall_at_3_max - value: 24.409412121823397 + value: 25.08426193015333 - type: nauc_recall_at_3_std - value: 0.04999270761091106 + value: 3.332702402821052 - type: nauc_recall_at_5_diff1 - value: 30.258414223370007 + value: 27.248817428767353 - type: nauc_recall_at_5_max - value: 24.512878195644664 + value: 24.488697770907862 - type: nauc_recall_at_5_std - value: 1.849046122226546 + value: 5.150559322926742 - type: ndcg_at_1 - value: 20.991 + value: 19.201999999999998 - type: ndcg_at_10 - value: 29.707 + value: 27.525 - type: ndcg_at_100 - value: 35.043 + value: 32.917 - type: ndcg_at_1000 - value: 38.032 + value: 36.071999999999996 - type: ndcg_at_20 - value: 31.828 + value: 29.369 - type: ndcg_at_3 - value: 25.488 + value: 22.997999999999998 - type: ndcg_at_5 - value: 27.348 + value: 25.089 - type: precision_at_1 - value: 20.991 + value: 19.201999999999998 - type: precision_at_10 - value: 5.416 + value: 5.114 - type: precision_at_100 - value: 0.947 + value: 0.914 - type: precision_at_1000 - value: 0.13899999999999998 + value: 0.13799999999999998 - type: precision_at_20 - value: 3.324 + value: 3.068 - type: precision_at_3 - value: 12.113 + value: 10.84 - type: precision_at_5 - value: 8.734 + value: 8.039 - type: recall_at_1 - value: 17.159 + value: 15.812999999999999 - type: recall_at_10 - value: 40.397 + value: 38.011 - type: recall_at_100 - value: 64.139 + value: 62.316 - type: recall_at_1000 - value: 85.328 + value: 84.787 - type: recall_at_20 - value: 48.193000000000005 + value: 44.796 - type: recall_at_3 - value: 28.555999999999997 + value: 25.534000000000002 - type: recall_at_5 - value: 33.394 + value: 30.869000000000003 task: type: Retrieval - dataset: @@ -3145,287 +3145,287 @@ model-index: type: mteb/cqadupstack-unix metrics: - type: main_score - value: 41.831 + value: 40.521 - type: map_at_1 - value: 25.889 + value: 25.471 - type: map_at_10 - value: 36.131 + value: 35.022 - type: map_at_100 - value: 37.277 + value: 36.189 - type: map_at_1000 - value: 37.383 + value: 36.307 - type: map_at_20 - value: 36.797000000000004 + value: 35.669000000000004 - type: map_at_3 - value: 33.194 + value: 32.106 - type: map_at_5 - value: 34.88 + value: 33.77 - type: mrr_at_1 - value: 30.69029850746269 + value: 30.50373134328358 - type: mrr_at_10 - value: 40.34274312959011 + value: 39.24503227908077 - type: mrr_at_100 - value: 41.15568315924076 + value: 40.151748706499774 - type: mrr_at_1000 - value: 41.21534922643823 + value: 40.22220003252721 - type: mrr_at_20 - value: 40.81612888073637 + value: 39.8059758148897 - type: mrr_at_3 - value: 37.624378109452735 + value: 36.73818407960197 - type: mrr_at_5 - value: 39.25217661691539 + value: 38.1467661691542 - type: nauc_map_at_1000_diff1 - value: 51.0475973810661 + value: 46.16248622121721 - type: nauc_map_at_1000_max - value: 38.75825500903846 + value: 40.52646385518007 - type: nauc_map_at_1000_std - value: 1.6136905986292485 + value: 3.148266275747802 - type: nauc_map_at_100_diff1 - value: 51.04820272616417 + value: 46.17396178097105 - type: nauc_map_at_100_max - value: 38.74584044282816 + value: 40.54391828366793 - type: nauc_map_at_100_std - value: 1.5969607728429231 + value: 3.1465539515114047 - type: nauc_map_at_10_diff1 - value: 50.94166583581915 + value: 46.235749959339614 - type: nauc_map_at_10_max - value: 38.37738102486977 + value: 40.440734073263016 - type: nauc_map_at_10_std - value: 1.2635889890868346 + value: 2.8300771576177626 - type: nauc_map_at_1_diff1 - value: 59.242331404755774 + value: 52.31836017894301 - type: nauc_map_at_1_max - value: 39.02663876284084 + value: 39.98411755588766 - type: nauc_map_at_1_std - value: -0.4739614669668662 + value: -1.3807664175034557 - type: nauc_map_at_20_diff1 - value: 50.97455684751073 + value: 46.22956225666944 - type: nauc_map_at_20_max - value: 38.57646135094768 + value: 40.38149532254275 - type: nauc_map_at_20_std - value: 1.4640361871795349 + value: 2.9376913527139608 - type: nauc_map_at_3_diff1 - value: 51.608034622903176 + value: 46.66513417112219 - type: nauc_map_at_3_max - value: 38.433045221071325 + value: 39.42343560398367 - type: nauc_map_at_3_std - value: 0.5831392788488381 + value: 1.2211402555017814 - type: nauc_map_at_5_diff1 - value: 50.947880732714445 + value: 46.458786087674014 - type: nauc_map_at_5_max - value: 38.60925399151572 + value: 40.55062568009025 - type: nauc_map_at_5_std - value: 1.291960076749259 + value: 2.874713984722366 - type: nauc_mrr_at_1000_diff1 - value: 50.210650177335104 + value: 45.02880964596229 - type: nauc_mrr_at_1000_max - value: 37.951469256285804 + value: 40.54670837151151 - type: nauc_mrr_at_1000_std - value: 0.7902286837699785 + value: 1.9361943758959246 - type: nauc_mrr_at_100_diff1 - value: 50.20638219267218 + value: 45.0141231687371 - type: nauc_mrr_at_100_max - value: 37.9377948931531 + value: 40.563093939846254 - type: nauc_mrr_at_100_std - value: 0.774713370156735 + value: 1.95631717346565 - type: nauc_mrr_at_10_diff1 - value: 49.836111870473935 + value: 45.02510345908053 - type: nauc_mrr_at_10_max - value: 37.65348449064669 + value: 40.65201686211006 - type: nauc_mrr_at_10_std - value: 0.5231944356104865 + value: 1.765797491494287 - type: nauc_mrr_at_1_diff1 - value: 57.56522049860187 + value: 50.97368399162673 - type: nauc_mrr_at_1_max - value: 39.39798439825698 + value: 40.90768065197206 - type: nauc_mrr_at_1_std - value: -0.4516317740083426 + value: -1.4950717729817018 - type: nauc_mrr_at_20_diff1 - value: 50.1006649557446 + value: 45.01757033486232 - type: nauc_mrr_at_20_max - value: 37.84223094800734 + value: 40.469096874526066 - type: nauc_mrr_at_20_std - value: 0.8086280885894073 + value: 1.8814650823309433 - type: nauc_mrr_at_3_diff1 - value: 50.441725884115996 + value: 45.41619994832078 - type: nauc_mrr_at_3_max - value: 37.90807984566849 + value: 39.97134246014811 - type: nauc_mrr_at_3_std - value: 0.02550782712808399 + value: 0.351963662304222 - type: nauc_mrr_at_5_diff1 - value: 49.85802035503023 + value: 45.1751735123411 - type: nauc_mrr_at_5_max - value: 38.065589153711116 + value: 40.78799409404439 - type: nauc_mrr_at_5_std - value: 0.6274639011716443 + value: 1.9642777530569973 - type: nauc_ndcg_at_1000_diff1 - value: 49.03659827838649 + value: 43.718675542961904 - type: nauc_ndcg_at_1000_max - value: 39.132735746113575 + value: 40.77838921628359 - type: nauc_ndcg_at_1000_std - value: 3.627422164709519 + value: 5.566597131514415 - type: nauc_ndcg_at_100_diff1 - value: 49.00264137357818 + value: 43.60801649469792 - type: nauc_ndcg_at_100_max - value: 39.01919928439472 + value: 41.178769387330796 - type: nauc_ndcg_at_100_std - value: 3.558699165061359 + value: 6.049517999609993 - type: nauc_ndcg_at_10_diff1 - value: 48.26671791603934 + value: 43.842412361059004 - type: nauc_ndcg_at_10_max - value: 37.571416815576114 + value: 40.6519609548175 - type: nauc_ndcg_at_10_std - value: 1.9403797342170153 + value: 4.201266898997162 - type: nauc_ndcg_at_1_diff1 - value: 57.56522049860187 + value: 50.97368399162673 - type: nauc_ndcg_at_1_max - value: 39.39798439825698 + value: 40.90768065197206 - type: nauc_ndcg_at_1_std - value: -0.4516317740083426 + value: -1.4950717729817018 - type: nauc_ndcg_at_20_diff1 - value: 48.66105608484808 + value: 43.85304850871846 - type: nauc_ndcg_at_20_max - value: 38.22139553816886 + value: 40.32052013131906 - type: nauc_ndcg_at_20_std - value: 2.8911511133753782 + value: 4.728903608087234 - type: nauc_ndcg_at_3_diff1 - value: 49.00804557017609 + value: 44.21918974277671 - type: nauc_ndcg_at_3_max - value: 37.72179482159779 + value: 38.960642621790456 - type: nauc_ndcg_at_3_std - value: 0.8400931058476853 + value: 1.5413581396590283 - type: nauc_ndcg_at_5_diff1 - value: 48.24457268105435 + value: 44.17111959292946 - type: nauc_ndcg_at_5_max - value: 38.191301845180604 + value: 40.879393486870796 - type: nauc_ndcg_at_5_std - value: 1.9471919379129263 + value: 4.292430322369627 - type: nauc_precision_at_1000_diff1 - value: -12.33889190395623 + value: -15.217116951096473 - type: nauc_precision_at_1000_max - value: -1.3115353486004107 + value: -3.2195266520788293 - type: nauc_precision_at_1000_std - value: 2.495795006465732 + value: 3.9128797066726846 - type: nauc_precision_at_100_diff1 - value: 2.1703067538960084 + value: 0.3739578597713093 - type: nauc_precision_at_100_max - value: 15.898479441971332 + value: 16.020214815116475 - type: nauc_precision_at_100_std - value: 7.910076672658263 + value: 12.407216133940173 - type: nauc_precision_at_10_diff1 - value: 22.20759907514248 + value: 22.78622694355213 - type: nauc_precision_at_10_max - value: 25.51471885225117 + value: 30.934571158762775 - type: nauc_precision_at_10_std - value: 2.3609262388624512 + value: 7.387132441153662 - type: nauc_precision_at_1_diff1 - value: 57.56522049860187 + value: 50.97368399162673 - type: nauc_precision_at_1_max - value: 39.39798439825698 + value: 40.90768065197206 - type: nauc_precision_at_1_std - value: -0.4516317740083426 + value: -1.4950717729817018 - type: nauc_precision_at_20_diff1 - value: 15.94035009026911 + value: 15.851699766979477 - type: nauc_precision_at_20_max - value: 23.178150944386744 + value: 25.760376623349373 - type: nauc_precision_at_20_std - value: 5.207387751900332 + value: 8.843769866250064 - type: nauc_precision_at_3_diff1 - value: 34.99396954995648 + value: 33.40916192309544 - type: nauc_precision_at_3_max - value: 33.14418980052923 + value: 34.62137182252703 - type: nauc_precision_at_3_std - value: 1.660740116435417 + value: 2.6723118388566376 - type: nauc_precision_at_5_diff1 - value: 29.544849162475362 + value: 29.839568032323736 - type: nauc_precision_at_5_max - value: 32.150735196144645 + value: 35.79411746926457 - type: nauc_precision_at_5_std - value: 3.323068902360027 + value: 8.075263629982045 - type: nauc_recall_at_1000_diff1 - value: 30.978839058267006 + value: 22.684337017050314 - type: nauc_recall_at_1000_max - value: 48.722880061794 + value: 38.75083488225343 - type: nauc_recall_at_1000_std - value: 46.28381322993451 + value: 46.20014728505404 - type: nauc_recall_at_100_diff1 - value: 40.22130846505397 + value: 32.16637906784691 - type: nauc_recall_at_100_max - value: 38.28644243336189 + value: 41.16460712003215 - type: nauc_recall_at_100_std - value: 15.77321980757386 + value: 22.666195059036536 - type: nauc_recall_at_10_diff1 - value: 38.9910969333204 + value: 35.53872376778553 - type: nauc_recall_at_10_max - value: 32.807008720875984 + value: 38.239674930598554 - type: nauc_recall_at_10_std - value: 5.065337152044106 + value: 8.764170731037375 - type: nauc_recall_at_1_diff1 - value: 59.242331404755774 + value: 52.31836017894301 - type: nauc_recall_at_1_max - value: 39.02663876284084 + value: 39.98411755588766 - type: nauc_recall_at_1_std - value: -0.4739614669668662 + value: -1.3807664175034557 - type: nauc_recall_at_20_diff1 - value: 40.14875646536079 + value: 34.77159952615243 - type: nauc_recall_at_20_max - value: 34.83600129324774 + value: 35.99268561688956 - type: nauc_recall_at_20_std - value: 9.01370840232733 + value: 11.063781846789626 - type: nauc_recall_at_3_diff1 - value: 42.65832338786475 + value: 38.59836732978252 - type: nauc_recall_at_3_max - value: 35.56970517818321 + value: 36.14336770585555 - type: nauc_recall_at_3_std - value: 1.8050805176967801 + value: 3.330194066081952 - type: nauc_recall_at_5_diff1 - value: 40.07274624634327 + value: 37.471534644016785 - type: nauc_recall_at_5_max - value: 35.74226371272684 + value: 39.941421167584906 - type: nauc_recall_at_5_std - value: 4.873290118594757 + value: 9.330375158059901 - type: ndcg_at_1 - value: 30.69 + value: 30.503999999999998 - type: ndcg_at_10 - value: 41.831 + value: 40.521 - type: ndcg_at_100 - value: 46.966 + value: 45.869 - type: ndcg_at_1000 - value: 49.334 + value: 48.381 - type: ndcg_at_20 - value: 43.927 + value: 42.664 - type: ndcg_at_3 - value: 36.534 + value: 35.537 - type: ndcg_at_5 - value: 39.126 + value: 37.874 - type: precision_at_1 - value: 30.69 + value: 30.503999999999998 - type: precision_at_10 - value: 7.1739999999999995 + value: 6.922000000000001 - type: precision_at_100 - value: 1.095 + value: 1.087 - type: precision_at_1000 - value: 0.14200000000000002 + value: 0.14100000000000001 - type: precision_at_20 - value: 4.184 + value: 4.062 - type: precision_at_3 - value: 16.853 + value: 16.448999999999998 - type: precision_at_5 - value: 11.922 + value: 11.53 - type: recall_at_1 - value: 25.889 + value: 25.471 - type: recall_at_10 - value: 54.962999999999994 + value: 53.115 - type: recall_at_100 - value: 77.239 + value: 76.247 - type: recall_at_1000 - value: 93.729 + value: 93.633 - type: recall_at_20 - value: 62.534 + value: 60.856 - type: recall_at_3 - value: 40.336 + value: 39.149 - type: recall_at_5 - value: 47.083000000000006 + value: 45.355000000000004 task: type: Retrieval - dataset: @@ -3436,287 +3436,287 @@ model-index: type: mteb/cqadupstack-webmasters metrics: - type: main_score - value: 41.695 + value: 40.083999999999996 - type: map_at_1 - value: 26.296999999999997 + value: 23.916 - type: map_at_10 - value: 35.929 + value: 33.898 - type: map_at_100 - value: 37.625 + value: 35.524 - type: map_at_1000 - value: 37.856 + value: 35.763 - type: map_at_20 - value: 36.831 + value: 34.699999999999996 - type: map_at_3 - value: 33.042 + value: 30.72 - type: map_at_5 - value: 34.552 + value: 32.444 - type: mrr_at_1 - value: 31.422924901185773 + value: 27.865612648221344 - type: mrr_at_10 - value: 40.36718112805069 + value: 38.110373925591325 - type: mrr_at_100 - value: 41.48635728771627 + value: 39.103867355603136 - type: mrr_at_1000 - value: 41.53760971899895 + value: 39.155682308778616 - type: mrr_at_20 - value: 41.05566983667548 + value: 38.674497071725696 - type: mrr_at_3 - value: 38.24110671936759 + value: 35.210803689064576 - type: mrr_at_5 - value: 39.49604743083004 + value: 36.99934123847168 - type: nauc_map_at_1000_diff1 - value: 45.88419073101831 + value: 43.04370425444575 - type: nauc_map_at_1000_max - value: 32.272696879964606 + value: 30.664333341508517 - type: nauc_map_at_1000_std - value: 6.435633876271509 + value: 13.255841990616501 - type: nauc_map_at_100_diff1 - value: 46.118272363764085 + value: 43.30950288942624 - type: nauc_map_at_100_max - value: 32.459168722724094 + value: 30.88701122881409 - type: nauc_map_at_100_std - value: 6.292246088710509 + value: 13.044875063416047 - type: nauc_map_at_10_diff1 - value: 46.603302676569655 + value: 43.13368196505275 - type: nauc_map_at_10_max - value: 32.38318941747706 + value: 30.510777038103758 - type: nauc_map_at_10_std - value: 4.720511340512196 + value: 11.718306205503097 - type: nauc_map_at_1_diff1 - value: 53.474193431022286 + value: 51.34182005448936 - type: nauc_map_at_1_max - value: 30.096745684269028 + value: 29.964954096304396 - type: nauc_map_at_1_std - value: 0.1635051536400562 + value: 7.929661027160745 - type: nauc_map_at_20_diff1 - value: 46.25945687266626 + value: 43.31624587145438 - type: nauc_map_at_20_max - value: 32.47553839186572 + value: 30.74154334111207 - type: nauc_map_at_20_std - value: 5.566329221862548 + value: 12.32652647361836 - type: nauc_map_at_3_diff1 - value: 47.86679192761851 + value: 43.1491545591217 - type: nauc_map_at_3_max - value: 31.531646616728803 + value: 29.448225669130128 - type: nauc_map_at_3_std - value: 3.1837781149112496 + value: 9.735131796506169 - type: nauc_map_at_5_diff1 - value: 46.4585625030729 + value: 43.33647018722699 - type: nauc_map_at_5_max - value: 32.013423473733624 + value: 29.82004211927872 - type: nauc_map_at_5_std - value: 4.403527966937636 + value: 10.811941747327253 - type: nauc_mrr_at_1000_diff1 - value: 44.168029521898646 + value: 42.09165265772457 - type: nauc_mrr_at_1000_max - value: 33.231405944995004 + value: 32.05875923131647 - type: nauc_mrr_at_1000_std - value: 8.153326593928266 + value: 15.019814870801303 - type: nauc_mrr_at_100_diff1 - value: 44.17027683367582 + value: 42.08967964203582 - type: nauc_mrr_at_100_max - value: 33.23422175046355 + value: 32.07299417006864 - type: nauc_mrr_at_100_std - value: 8.198284732472755 + value: 15.057319380447614 - type: nauc_mrr_at_10_diff1 - value: 44.2496903067119 + value: 41.841369406148246 - type: nauc_mrr_at_10_max - value: 33.055178332856116 + value: 31.767693589635538 - type: nauc_mrr_at_10_std - value: 7.831026978775937 + value: 14.602638735669798 - type: nauc_mrr_at_1_diff1 - value: 48.4273290718694 + value: 50.062677615419304 - type: nauc_mrr_at_1_max - value: 31.89937877913926 + value: 33.35584104516006 - type: nauc_mrr_at_1_std - value: 3.873149993747884 + value: 11.42115012466949 - type: nauc_mrr_at_20_diff1 - value: 44.09113284049905 + value: 41.93352325907799 - type: nauc_mrr_at_20_max - value: 33.22019452622306 + value: 32.015602545857945 - type: nauc_mrr_at_20_std - value: 8.133802855890329 + value: 15.048275956047814 - type: nauc_mrr_at_3_diff1 - value: 44.86167450862544 + value: 41.918393480229014 - type: nauc_mrr_at_3_max - value: 32.98194923216794 + value: 31.253629045078224 - type: nauc_mrr_at_3_std - value: 6.9890614678195 + value: 13.577771791747217 - type: nauc_mrr_at_5_diff1 - value: 43.939080994503634 + value: 42.020303609879015 - type: nauc_mrr_at_5_max - value: 33.25648484685068 + value: 31.71276631449414 - type: nauc_mrr_at_5_std - value: 7.943963197772268 + value: 14.160071868742637 - type: nauc_ndcg_at_1000_diff1 - value: 43.42006126140444 + value: 41.073313917406516 - type: nauc_ndcg_at_1000_max - value: 32.89416354016926 + value: 31.874785583667343 - type: nauc_ndcg_at_1000_std - value: 9.740672987523162 + value: 17.392846103885827 - type: nauc_ndcg_at_100_diff1 - value: 43.737763705105145 + value: 41.36609192671821 - type: nauc_ndcg_at_100_max - value: 33.102019342275725 + value: 32.1429966230732 - type: nauc_ndcg_at_100_std - value: 10.354524698232671 + value: 17.635443742312578 - type: nauc_ndcg_at_10_diff1 - value: 43.574979909615 + value: 40.16969739206176 - type: nauc_ndcg_at_10_max - value: 32.22335464466024 + value: 30.655050133517907 - type: nauc_ndcg_at_10_std - value: 7.827717817165889 + value: 15.31416270805731 - type: nauc_ndcg_at_1_diff1 - value: 48.4273290718694 + value: 50.062677615419304 - type: nauc_ndcg_at_1_max - value: 31.89937877913926 + value: 33.35584104516006 - type: nauc_ndcg_at_1_std - value: 3.873149993747884 + value: 11.42115012466949 - type: nauc_ndcg_at_20_diff1 - value: 43.135943873988566 + value: 40.65149703452073 - type: nauc_ndcg_at_20_max - value: 32.88264995288679 + value: 31.49158572383702 - type: nauc_ndcg_at_20_std - value: 9.104351404942863 + value: 16.515600802503588 - type: nauc_ndcg_at_3_diff1 - value: 45.18739397775064 + value: 40.978434285347326 - type: nauc_ndcg_at_3_max - value: 31.580166756620283 + value: 30.152983643295965 - type: nauc_ndcg_at_3_std - value: 6.137398763080745 + value: 12.216265569919356 - type: nauc_ndcg_at_5_diff1 - value: 42.950299500112955 + value: 41.08935148839345 - type: nauc_ndcg_at_5_max - value: 32.04130248991469 + value: 30.270289469266555 - type: nauc_ndcg_at_5_std - value: 8.322547993875903 + value: 13.872257416203936 - type: nauc_precision_at_1000_diff1 - value: -23.129419591612365 + value: -23.49105492946047 - type: nauc_precision_at_1000_max - value: -11.41420275910081 + value: -14.82348334333618 - type: nauc_precision_at_1000_std - value: 19.146268912764334 + value: 25.58547404406785 - type: nauc_precision_at_100_diff1 - value: -12.413671568737618 + value: -7.981292902854982 - type: nauc_precision_at_100_max - value: 0.537649304108213 + value: 0.3216310748533712 - type: nauc_precision_at_100_std - value: 27.325180241816415 + value: 30.619279987080606 - type: nauc_precision_at_10_diff1 - value: 15.277020606429655 + value: 16.699669745243195 - type: nauc_precision_at_10_max - value: 23.51972448360081 + value: 24.848221992404866 - type: nauc_precision_at_10_std - value: 19.103862771406927 + value: 25.483080484054128 - type: nauc_precision_at_1_diff1 - value: 48.4273290718694 + value: 50.062677615419304 - type: nauc_precision_at_1_max - value: 31.89937877913926 + value: 33.35584104516006 - type: nauc_precision_at_1_std - value: 3.873149993747884 + value: 11.42115012466949 - type: nauc_precision_at_20_diff1 - value: 4.910626579631313 + value: 9.661364668172661 - type: nauc_precision_at_20_max - value: 17.000613397246163 + value: 18.15490912668976 - type: nauc_precision_at_20_std - value: 24.370825263718903 + value: 28.942530404656207 - type: nauc_precision_at_3_diff1 - value: 31.259123635562613 + value: 28.173149805964336 - type: nauc_precision_at_3_max - value: 28.91653697836493 + value: 29.125517533363045 - type: nauc_precision_at_3_std - value: 11.718828024267332 + value: 16.440247682256874 - type: nauc_precision_at_5_diff1 - value: 21.896001023343413 + value: 26.337016666473417 - type: nauc_precision_at_5_max - value: 26.53717311029016 + value: 27.91482399852503 - type: nauc_precision_at_5_std - value: 17.506215861477873 + value: 20.584790906600297 - type: nauc_recall_at_1000_diff1 - value: 15.545423862859614 + value: 25.27962582492483 - type: nauc_recall_at_1000_max - value: 33.54097556941026 + value: 53.4157087239144 - type: nauc_recall_at_1000_std - value: 41.970927423554926 + value: 64.84320824589436 - type: nauc_recall_at_100_diff1 - value: 32.29112323650048 + value: 32.52503833916644 - type: nauc_recall_at_100_max - value: 31.72353031716839 + value: 34.43578471306039 - type: nauc_recall_at_100_std - value: 30.06509939448423 + value: 37.12451201750556 - type: nauc_recall_at_10_diff1 - value: 36.223842357407875 + value: 30.854734920106758 - type: nauc_recall_at_10_max - value: 29.16462133003001 + value: 27.70071769548424 - type: nauc_recall_at_10_std - value: 9.404694229411104 + value: 18.679668303532377 - type: nauc_recall_at_1_diff1 - value: 53.474193431022286 + value: 51.34182005448936 - type: nauc_recall_at_1_max - value: 30.096745684269028 + value: 29.964954096304396 - type: nauc_recall_at_1_std - value: 0.1635051536400562 + value: 7.929661027160745 - type: nauc_recall_at_20_diff1 - value: 32.2732032299642 + value: 31.67584335957749 - type: nauc_recall_at_20_max - value: 30.699505625402928 + value: 30.819782365046017 - type: nauc_recall_at_20_std - value: 15.947782026021681 + value: 24.91327729486532 - type: nauc_recall_at_3_diff1 - value: 41.746081012759426 + value: 34.07385889318035 - type: nauc_recall_at_3_max - value: 29.019436574100016 + value: 26.55094252259986 - type: nauc_recall_at_3_std - value: 4.757836484193213 + value: 10.867282036873508 - type: nauc_recall_at_5_diff1 - value: 35.74337633697516 + value: 33.23389303702456 - type: nauc_recall_at_5_max - value: 30.17283125351457 + value: 26.993134299145368 - type: nauc_recall_at_5_std - value: 9.488723875013253 + value: 14.066236376235505 - type: ndcg_at_1 - value: 31.423000000000002 + value: 27.866000000000003 - type: ndcg_at_10 - value: 41.695 + value: 40.083999999999996 - type: ndcg_at_100 - value: 48.109 + value: 46.267 - type: ndcg_at_1000 - value: 50.39900000000001 + value: 48.701 - type: ndcg_at_20 - value: 44.208999999999996 + value: 42.34 - type: ndcg_at_3 - value: 37.241 + value: 34.583999999999996 - type: ndcg_at_5 - value: 39.228 + value: 37.264 - type: precision_at_1 - value: 31.423000000000002 + value: 27.866000000000003 - type: precision_at_10 - value: 7.866 + value: 7.707999999999999 - type: precision_at_100 - value: 1.603 + value: 1.569 - type: precision_at_1000 - value: 0.245 + value: 0.247 - type: precision_at_20 - value: 4.99 + value: 4.852 - type: precision_at_3 - value: 17.523 + value: 16.337 - type: precision_at_5 - value: 12.49 + value: 12.055 - type: recall_at_1 - value: 26.296999999999997 + value: 23.916 - type: recall_at_10 - value: 52.778000000000006 + value: 52.903 - type: recall_at_100 - value: 80.961 + value: 79.777 - type: recall_at_1000 - value: 94.894 + value: 94.72 - type: recall_at_20 - value: 62.239 + value: 61.312 - type: recall_at_3 - value: 39.814 + value: 37.711 - type: recall_at_5 - value: 45.381 + value: 44.603 task: type: Retrieval - dataset: @@ -3727,287 +3727,287 @@ model-index: type: mteb/cqadupstack-wordpress metrics: - type: main_score - value: 33.936 + value: 29.973 - type: map_at_1 - value: 21.297 + value: 17.23 - type: map_at_10 - value: 29.29 + value: 25.097 - type: map_at_100 - value: 30.407 + value: 26.264 - type: map_at_1000 - value: 30.514999999999997 + value: 26.369 - type: map_at_20 - value: 29.983999999999998 + value: 25.796000000000003 - type: map_at_3 - value: 26.950000000000003 + value: 22.487 - type: map_at_5 - value: 28.287000000000003 + value: 23.977999999999998 - type: mrr_at_1 - value: 23.65988909426987 + value: 19.038817005545287 - type: mrr_at_10 - value: 31.57996655224012 + value: 27.142857142857142 - type: mrr_at_100 - value: 32.58133076268842 + value: 28.18400454920016 - type: mrr_at_1000 - value: 32.659811204298656 + value: 28.261243392575775 - type: mrr_at_20 - value: 32.18205959735665 + value: 27.772863922037278 - type: mrr_at_3 - value: 29.482439926062852 + value: 24.645717806531106 - type: mrr_at_5 - value: 30.600739371534207 + value: 26.05052372150338 - type: nauc_map_at_1000_diff1 - value: 33.65655465193916 + value: 30.011176313385096 - type: nauc_map_at_1000_max - value: 29.523610574712706 + value: 30.68572568741437 - type: nauc_map_at_1000_std - value: -0.48883917163984836 + value: 6.891720154828985 - type: nauc_map_at_100_diff1 - value: 33.657822812150975 + value: 30.0320356281249 - type: nauc_map_at_100_max - value: 29.531870292234302 + value: 30.721766519272826 - type: nauc_map_at_100_std - value: -0.49454342105691873 + value: 6.887771590804904 - type: nauc_map_at_10_diff1 - value: 34.03649741206849 + value: 30.18218019028145 - type: nauc_map_at_10_max - value: 29.48133710519135 + value: 30.676695850605086 - type: nauc_map_at_10_std - value: -1.3003031064360702 + value: 6.35931077390129 - type: nauc_map_at_1_diff1 - value: 41.319491034458395 + value: 36.65613803562446 - type: nauc_map_at_1_max - value: 30.08436727224079 + value: 34.41372061280891 - type: nauc_map_at_1_std - value: -4.283931261517225 + value: 5.643263116945109 - type: nauc_map_at_20_diff1 - value: 33.644132189750856 + value: 29.97325431788116 - type: nauc_map_at_20_max - value: 29.57915168728321 + value: 30.6373674319881 - type: nauc_map_at_20_std - value: -0.71252104365507 + value: 6.627175965630369 - type: nauc_map_at_3_diff1 - value: 33.8965524645013 + value: 30.86131371052504 - type: nauc_map_at_3_max - value: 28.898722773976697 + value: 31.15523969829247 - type: nauc_map_at_3_std - value: -1.8649217196078969 + value: 5.567555712000783 - type: nauc_map_at_5_diff1 - value: 33.65177546877711 + value: 30.848087000113118 - type: nauc_map_at_5_max - value: 29.449552621308055 + value: 31.459896541460697 - type: nauc_map_at_5_std - value: -1.9217932476234898 + value: 5.518271061275222 - type: nauc_mrr_at_1000_diff1 - value: 34.21675867856096 + value: 29.453047003985 - type: nauc_mrr_at_1000_max - value: 30.198504997318466 + value: 30.19882876836656 - type: nauc_mrr_at_1000_std - value: 0.5352461648974925 + value: 6.626130218002384 - type: nauc_mrr_at_100_diff1 - value: 34.210091539379874 + value: 29.44273618213682 - type: nauc_mrr_at_100_max - value: 30.19136090320817 + value: 30.20792006793222 - type: nauc_mrr_at_100_std - value: 0.5431068443349623 + value: 6.6326270055928225 - type: nauc_mrr_at_10_diff1 - value: 34.50092238629405 + value: 29.481500991416937 - type: nauc_mrr_at_10_max - value: 30.360381404088816 + value: 30.166282832131248 - type: nauc_mrr_at_10_std - value: 0.007947172236616928 + value: 6.194497427521731 - type: nauc_mrr_at_1_diff1 - value: 41.47500594264137 + value: 35.00165816992082 - type: nauc_mrr_at_1_max - value: 30.932862195893563 + value: 33.779777100720864 - type: nauc_mrr_at_1_std - value: -3.0060183101242157 + value: 5.621116520393843 - type: nauc_mrr_at_20_diff1 - value: 34.15523281231642 + value: 29.420661046476237 - type: nauc_mrr_at_20_max - value: 30.251528444714324 + value: 30.096026694199697 - type: nauc_mrr_at_20_std - value: 0.41483749048122587 + value: 6.418490136892468 - type: nauc_mrr_at_3_diff1 - value: 34.54541333351149 + value: 30.15562602647593 - type: nauc_mrr_at_3_max - value: 30.357741809442512 + value: 31.24169802519362 - type: nauc_mrr_at_3_std - value: -0.5977586679572796 + value: 5.292177214159827 - type: nauc_mrr_at_5_diff1 - value: 34.058033979119465 + value: 29.85812493582057 - type: nauc_mrr_at_5_max - value: 30.19093785155445 + value: 30.84309432039849 - type: nauc_mrr_at_5_std - value: -0.6829700596355942 + value: 5.17373327205622 - type: nauc_ndcg_at_1000_diff1 - value: 31.530363860261506 + value: 27.06661442385399 - type: nauc_ndcg_at_1000_max - value: 29.90327018263153 + value: 28.96911571800487 - type: nauc_ndcg_at_1000_std - value: 3.033100623143071 + value: 10.418806432871733 - type: nauc_ndcg_at_100_diff1 - value: 31.56967408174602 + value: 27.146281316839314 - type: nauc_ndcg_at_100_max - value: 29.53643288504651 + value: 29.044799456854186 - type: nauc_ndcg_at_100_std - value: 3.4997411689634883 + value: 10.508336096486618 - type: nauc_ndcg_at_10_diff1 - value: 32.27374955735248 + value: 27.420874599878342 - type: nauc_ndcg_at_10_max - value: 29.519348153684348 + value: 28.714090994664755 - type: nauc_ndcg_at_10_std - value: 0.3042011208954651 + value: 7.652695188853375 - type: nauc_ndcg_at_1_diff1 - value: 41.47500594264137 + value: 35.00165816992082 - type: nauc_ndcg_at_1_max - value: 30.932862195893563 + value: 33.779777100720864 - type: nauc_ndcg_at_1_std - value: -3.0060183101242157 + value: 5.621116520393843 - type: nauc_ndcg_at_20_diff1 - value: 31.102403306150194 + value: 26.854270351760974 - type: nauc_ndcg_at_20_max - value: 29.677553740846967 + value: 28.52303486745037 - type: nauc_ndcg_at_20_std - value: 2.1195261321395766 + value: 8.34449264443146 - type: nauc_ndcg_at_3_diff1 - value: 32.02333047452249 + value: 28.683665095071454 - type: nauc_ndcg_at_3_max - value: 28.888372073027796 + value: 30.21167815580974 - type: nauc_ndcg_at_3_std - value: -0.924661397180436 + value: 5.57510161196495 - type: nauc_ndcg_at_5_diff1 - value: 31.466174122311667 + value: 28.568200018893215 - type: nauc_ndcg_at_5_max - value: 29.307628068867754 + value: 30.268878618614377 - type: nauc_ndcg_at_5_std - value: -1.2046829876982417 + value: 5.561108887007736 - type: nauc_precision_at_1000_diff1 - value: -6.075546300902165 + value: -15.949370649937453 - type: nauc_precision_at_1000_max - value: -2.187623217222419 + value: -12.55230242997234 - type: nauc_precision_at_1000_std - value: 12.584752959282211 + value: 7.964001054475982 - type: nauc_precision_at_100_diff1 - value: 14.295101079499434 + value: 3.8015059641621365 - type: nauc_precision_at_100_max - value: 20.388641516894513 + value: 9.502394070121735 - type: nauc_precision_at_100_std - value: 21.887960759975524 + value: 17.651392778848304 - type: nauc_precision_at_10_diff1 - value: 24.536039003837043 + value: 18.272370317932598 - type: nauc_precision_at_10_max - value: 29.357326635020637 + value: 22.250936689177696 - type: nauc_precision_at_10_std - value: 7.65955284021577 + value: 11.326091089478126 - type: nauc_precision_at_1_diff1 - value: 41.47500594264137 + value: 35.00165816992082 - type: nauc_precision_at_1_max - value: 30.932862195893563 + value: 33.779777100720864 - type: nauc_precision_at_1_std - value: -3.0060183101242157 + value: 5.621116520393843 - type: nauc_precision_at_20_diff1 - value: 18.634308701475955 + value: 14.701205402696422 - type: nauc_precision_at_20_max - value: 27.88621903726711 + value: 19.479826509253293 - type: nauc_precision_at_20_std - value: 14.96789816785273 + value: 11.944454432741377 - type: nauc_precision_at_3_diff1 - value: 26.928594601514146 + value: 24.240226319020405 - type: nauc_precision_at_3_max - value: 29.653482500006007 + value: 28.68870471669554 - type: nauc_precision_at_3_std - value: 2.114869053308719 + value: 6.574024673506498 - type: nauc_precision_at_5_diff1 - value: 24.137817643228992 + value: 23.17004836875319 - type: nauc_precision_at_5_max - value: 29.467809315433215 + value: 28.191016385192867 - type: nauc_precision_at_5_std - value: 2.2335268351775777 + value: 6.514807345015352 - type: nauc_recall_at_1000_diff1 - value: 7.561889223723366 + value: 3.893631175061775 - type: nauc_recall_at_1000_max - value: 34.64462683484328 + value: 19.271373005950228 - type: nauc_recall_at_1000_std - value: 32.07766726976165 + value: 45.08461198752793 - type: nauc_recall_at_100_diff1 - value: 21.87202458692393 + value: 16.56155043674209 - type: nauc_recall_at_100_max - value: 26.060326662408357 + value: 22.519466525026544 - type: nauc_recall_at_100_std - value: 20.038540279921996 + value: 27.062281302347973 - type: nauc_recall_at_10_diff1 - value: 26.59257905849799 + value: 19.666472561806202 - type: nauc_recall_at_10_max - value: 27.840231433969887 + value: 22.619769621626244 - type: nauc_recall_at_10_std - value: 3.547350776489353 + value: 11.00062407965151 - type: nauc_recall_at_1_diff1 - value: 41.319491034458395 + value: 36.65613803562446 - type: nauc_recall_at_1_max - value: 30.08436727224079 + value: 34.41372061280891 - type: nauc_recall_at_1_std - value: -4.283931261517225 + value: 5.643263116945109 - type: nauc_recall_at_20_diff1 - value: 21.84062118775981 + value: 16.971894573394206 - type: nauc_recall_at_20_max - value: 27.960813344120865 + value: 21.44001516902887 - type: nauc_recall_at_20_std - value: 9.945117730379264 + value: 13.106111366241002 - type: nauc_recall_at_3_diff1 - value: 26.240584213234957 + value: 23.337485705564454 - type: nauc_recall_at_3_max - value: 27.32563942378109 + value: 26.926134944792864 - type: nauc_recall_at_3_std - value: 0.15754039149189397 + value: 6.142956932796485 - type: nauc_recall_at_5_diff1 - value: 25.327116061029542 + value: 23.052394072882375 - type: nauc_recall_at_5_max - value: 28.12294625143933 + value: 27.026444224445406 - type: nauc_recall_at_5_std - value: -0.7151467503960333 + value: 5.735439526218693 - type: ndcg_at_1 - value: 23.66 + value: 19.039 - type: ndcg_at_10 - value: 33.936 + value: 29.973 - type: ndcg_at_100 - value: 39.172000000000004 + value: 35.538 - type: ndcg_at_1000 - value: 41.858000000000004 + value: 38.196999999999996 - type: ndcg_at_20 - value: 36.248999999999995 + value: 32.352 - type: ndcg_at_3 - value: 29.454 + value: 24.89 - type: ndcg_at_5 - value: 31.555 + value: 27.427 - type: precision_at_1 - value: 23.66 + value: 19.039 - type: precision_at_10 - value: 5.323 + value: 5.009 - type: precision_at_100 - value: 0.8500000000000001 + value: 0.843 - type: precision_at_1000 - value: 0.11900000000000001 + value: 0.11800000000000001 - type: precision_at_20 - value: 3.216 + value: 3.05 - type: precision_at_3 - value: 12.568999999999999 + value: 10.906 - type: precision_at_5 - value: 8.909 + value: 8.059 - type: recall_at_1 - value: 21.297 + value: 17.23 - type: recall_at_10 - value: 46.007 + value: 42.886 - type: recall_at_100 - value: 69.73700000000001 + value: 68.309 - type: recall_at_1000 - value: 89.91900000000001 + value: 88.263 - type: recall_at_20 - value: 54.806 + value: 52.039 - type: recall_at_3 - value: 33.727000000000004 + value: 29.559 - type: recall_at_5 - value: 38.675 + value: 35.49 task: type: Retrieval - dataset: @@ -4018,287 +4018,287 @@ model-index: type: mteb/climate-fever metrics: - type: main_score - value: 27.794999999999998 + value: 23.837 - type: map_at_1 - value: 11.138 + value: 9.273000000000001 - type: map_at_10 - value: 19.56 + value: 16.492 - type: map_at_100 - value: 21.416 + value: 18.236 - type: map_at_1000 - value: 21.6 + value: 18.423000000000002 - type: map_at_20 - value: 20.556 + value: 17.395 - type: map_at_3 - value: 16.066 + value: 13.533999999999999 - type: map_at_5 - value: 17.883 + value: 15.012 - type: mrr_at_1 - value: 24.364820846905538 + value: 20.521172638436482 - type: mrr_at_10 - value: 36.21314823432085 + value: 31.445194147148513 - type: mrr_at_100 - value: 37.17398469553677 + value: 32.61483800330437 - type: mrr_at_1000 - value: 37.21013480329614 + value: 32.664329496819654 - type: mrr_at_20 - value: 36.78840955357927 + value: 32.17294028439281 - type: mrr_at_3 - value: 32.486427795874 + value: 28.013029315960875 - type: mrr_at_5 - value: 34.77958740499451 + value: 29.863192182410366 - type: nauc_map_at_1000_diff1 - value: 22.20775473369687 + value: 18.01650517854619 - type: nauc_map_at_1000_max - value: 36.19769366030157 + value: 35.00555751580392 - type: nauc_map_at_1000_std - value: 17.568432565671753 + value: 9.786398826312832 - type: nauc_map_at_100_diff1 - value: 22.202037755951228 + value: 18.03109714032031 - type: nauc_map_at_100_max - value: 36.13800341266643 + value: 35.02293343117481 - type: nauc_map_at_100_std - value: 17.486248132972992 + value: 9.71347278319927 - type: nauc_map_at_10_diff1 - value: 22.9042018284273 + value: 18.123527260203605 - type: nauc_map_at_10_max - value: 36.08475064127247 + value: 34.59737571933771 - type: nauc_map_at_10_std - value: 15.726587888083884 + value: 7.985244526477989 - type: nauc_map_at_1_diff1 - value: 28.652249616122717 + value: 24.20116611812359 - type: nauc_map_at_1_max - value: 32.05131359795648 + value: 30.142503127773175 - type: nauc_map_at_1_std - value: 11.262948253532807 + value: 1.7528279249714371 - type: nauc_map_at_20_diff1 - value: 22.451026108322598 + value: 17.92941292676869 - type: nauc_map_at_20_max - value: 36.32385371085683 + value: 34.90561535201822 - type: nauc_map_at_20_std - value: 16.64337500445571 + value: 8.806983271002245 - type: nauc_map_at_3_diff1 - value: 23.16011840834893 + value: 19.621278199026627 - type: nauc_map_at_3_max - value: 33.24586608916762 + value: 33.04953696007031 - type: nauc_map_at_3_std - value: 12.56332091941363 + value: 4.743775272044947 - type: nauc_map_at_5_diff1 - value: 22.93957941358747 + value: 17.84852616035865 - type: nauc_map_at_5_max - value: 34.699460514009 + value: 33.918937290902676 - type: nauc_map_at_5_std - value: 14.063661191876298 + value: 6.43805539088188 - type: nauc_mrr_at_1000_diff1 - value: 23.24777062437872 + value: 15.347525245361156 - type: nauc_mrr_at_1000_max - value: 33.450026215376866 + value: 30.984286548888416 - type: nauc_mrr_at_1000_std - value: 20.426349474081853 + value: 10.51729403704548 - type: nauc_mrr_at_100_diff1 - value: 23.23401699847253 + value: 15.35190671644279 - type: nauc_mrr_at_100_max - value: 33.45459692613422 + value: 30.991582390051992 - type: nauc_mrr_at_100_std - value: 20.440070448958714 + value: 10.528113181960542 - type: nauc_mrr_at_10_diff1 - value: 23.281604083585396 + value: 15.421448994451428 - type: nauc_mrr_at_10_max - value: 33.4988527620155 + value: 31.13167396372901 - type: nauc_mrr_at_10_std - value: 20.367252947781857 + value: 10.405474460265241 - type: nauc_mrr_at_1_diff1 - value: 26.355328110953575 + value: 19.91098871041916 - type: nauc_mrr_at_1_max - value: 30.471508547730092 + value: 28.199940386873457 - type: nauc_mrr_at_1_std - value: 16.11568495246132 + value: 5.155228094170121 - type: nauc_mrr_at_20_diff1 - value: 23.140683139461732 + value: 15.299643109767583 - type: nauc_mrr_at_20_max - value: 33.48554958878313 + value: 31.01811956006181 - type: nauc_mrr_at_20_std - value: 20.44494070529154 + value: 10.489072164322263 - type: nauc_mrr_at_3_diff1 - value: 23.301943271387042 + value: 15.366450166527843 - type: nauc_mrr_at_3_max - value: 32.422994068557635 + value: 30.34857432681673 - type: nauc_mrr_at_3_std - value: 18.939596173947923 + value: 9.006900103817772 - type: nauc_mrr_at_5_diff1 - value: 23.33922409006143 + value: 14.887486492755764 - type: nauc_mrr_at_5_max - value: 33.0752792306208 + value: 31.064197475112508 - type: nauc_mrr_at_5_std - value: 19.768166202806604 + value: 10.031368604363431 - type: nauc_ndcg_at_1000_diff1 - value: 19.998881742304263 + value: 15.488355020463965 - type: nauc_ndcg_at_1000_max - value: 37.786993391629984 + value: 35.599964683193356 - type: nauc_ndcg_at_1000_std - value: 24.51994563648888 + value: 17.060985301144974 - type: nauc_ndcg_at_100_diff1 - value: 19.98463107036392 + value: 15.854159478255767 - type: nauc_ndcg_at_100_max - value: 37.00722603001812 + value: 35.68620327215392 - type: nauc_ndcg_at_100_std - value: 23.717744758974426 + value: 16.291640368302122 - type: nauc_ndcg_at_10_diff1 - value: 21.62784861661253 + value: 16.078556057593055 - type: nauc_ndcg_at_10_max - value: 37.16285223589196 + value: 35.16683300045305 - type: nauc_ndcg_at_10_std - value: 19.34332938831155 + value: 11.600026114771842 - type: nauc_ndcg_at_1_diff1 - value: 26.355328110953575 + value: 19.91098871041916 - type: nauc_ndcg_at_1_max - value: 30.471508547730092 + value: 28.199940386873457 - type: nauc_ndcg_at_1_std - value: 16.11568495246132 + value: 5.155228094170121 - type: nauc_ndcg_at_20_diff1 - value: 20.55696079927241 + value: 15.488844425483514 - type: nauc_ndcg_at_20_max - value: 37.60669992563356 + value: 35.56107040983233 - type: nauc_ndcg_at_20_std - value: 21.09713313195671 + value: 13.251910512661198 - type: nauc_ndcg_at_3_diff1 - value: 22.08438430773322 + value: 16.74489883121594 - type: nauc_ndcg_at_3_max - value: 32.68110059834722 + value: 32.389819879059544 - type: nauc_ndcg_at_3_std - value: 15.267429669015595 + value: 7.493628842692248 - type: nauc_ndcg_at_5_diff1 - value: 21.715020935808575 + value: 15.113032176867607 - type: nauc_ndcg_at_5_max - value: 35.17110301407326 + value: 34.3779074616743 - type: nauc_ndcg_at_5_std - value: 16.78243466311895 + value: 9.451124063087098 - type: nauc_precision_at_1000_diff1 - value: -3.2231794613702007 + value: -3.0336791429010397 - type: nauc_precision_at_1000_max - value: 10.42559310530991 + value: 7.186757791081503 - type: nauc_precision_at_1000_std - value: 24.602086786850514 + value: 24.207475517567993 - type: nauc_precision_at_100_diff1 - value: 1.7021223120345566 + value: 4.1799378860106025 - type: nauc_precision_at_100_max - value: 17.38852629914526 + value: 19.734149092069195 - type: nauc_precision_at_100_std - value: 29.337128327095286 + value: 27.14752823725515 - type: nauc_precision_at_10_diff1 - value: 12.164922485567033 + value: 9.757385921354574 - type: nauc_precision_at_10_max - value: 32.37319082664107 + value: 31.63967138734393 - type: nauc_precision_at_10_std - value: 26.300541100072984 + value: 20.941862722792937 - type: nauc_precision_at_1_diff1 - value: 26.355328110953575 + value: 19.91098871041916 - type: nauc_precision_at_1_max - value: 30.471508547730092 + value: 28.199940386873457 - type: nauc_precision_at_1_std - value: 16.11568495246132 + value: 5.155228094170121 - type: nauc_precision_at_20_diff1 - value: 7.385735474290768 + value: 6.041242795339366 - type: nauc_precision_at_20_max - value: 28.422173054750115 + value: 28.346626059960002 - type: nauc_precision_at_20_std - value: 27.035109636511876 + value: 23.557255218471095 - type: nauc_precision_at_3_diff1 - value: 16.418314508072836 + value: 12.29833478679591 - type: nauc_precision_at_3_max - value: 31.785139366157615 + value: 32.28472659370561 - type: nauc_precision_at_3_std - value: 20.32896371836789 + value: 12.302338064297853 - type: nauc_precision_at_5_diff1 - value: 14.937559885788062 + value: 7.992994907910815 - type: nauc_precision_at_5_max - value: 32.24391988837453 + value: 32.957822083112525 - type: nauc_precision_at_5_std - value: 23.17707476156323 + value: 17.171509203185707 - type: nauc_recall_at_1000_diff1 - value: 5.616430433184691 + value: 6.546403888329451 - type: nauc_recall_at_1000_max - value: 36.55384286718441 + value: 30.05169708532201 - type: nauc_recall_at_1000_std - value: 38.50298604014725 + value: 33.1025025789684 - type: nauc_recall_at_100_diff1 - value: 8.877636292128273 + value: 10.063690002072539 - type: nauc_recall_at_100_max - value: 30.860213540250705 + value: 30.33645832268982 - type: nauc_recall_at_100_std - value: 28.929321541751467 + value: 24.88750198752349 - type: nauc_recall_at_10_diff1 - value: 16.07834176997954 + value: 11.557048975359223 - type: nauc_recall_at_10_max - value: 35.937627989165364 + value: 32.570077522651765 - type: nauc_recall_at_10_std - value: 18.808606461025498 + value: 13.351992240284844 - type: nauc_recall_at_1_diff1 - value: 28.652249616122717 + value: 24.20116611812359 - type: nauc_recall_at_1_max - value: 32.05131359795648 + value: 30.142503127773175 - type: nauc_recall_at_1_std - value: 11.262948253532807 + value: 1.7528279249714371 - type: nauc_recall_at_20_diff1 - value: 12.600911526162099 + value: 10.023860910712143 - type: nauc_recall_at_20_max - value: 35.177943309574985 + value: 31.966797882093502 - type: nauc_recall_at_20_std - value: 21.99092004265232 + value: 16.292044481984295 - type: nauc_recall_at_3_diff1 - value: 17.49507952659312 + value: 14.118820470249613 - type: nauc_recall_at_3_max - value: 31.406559780417105 + value: 32.864946121706126 - type: nauc_recall_at_3_std - value: 12.274503076493051 + value: 7.699657726962808 - type: nauc_recall_at_5_diff1 - value: 16.612956574037305 + value: 10.13729414622558 - type: nauc_recall_at_5_max - value: 33.34670088062603 + value: 33.482336846118045 - type: nauc_recall_at_5_std - value: 14.445553526736607 + value: 10.497701399887017 - type: ndcg_at_1 - value: 24.365000000000002 + value: 20.521 - type: ndcg_at_10 - value: 27.794999999999998 + value: 23.837 - type: ndcg_at_100 - value: 35.11 + value: 31.278 - type: ndcg_at_1000 - value: 38.383 + value: 34.852 - type: ndcg_at_20 - value: 30.616 + value: 26.653 - type: ndcg_at_3 - value: 21.97 + value: 18.778 - type: ndcg_at_5 - value: 24.264 + value: 20.535999999999998 - type: precision_at_1 - value: 24.365000000000002 + value: 20.521 - type: precision_at_10 - value: 8.827 + value: 7.582999999999999 - type: precision_at_100 - value: 1.6660000000000001 + value: 1.545 - type: precision_at_1000 - value: 0.22799999999999998 + value: 0.22100000000000003 - type: precision_at_20 - value: 5.6160000000000005 + value: 4.974 - type: precision_at_3 - value: 16.2 + value: 13.941 - type: precision_at_5 - value: 13.055 + value: 10.866000000000001 - type: recall_at_1 - value: 11.138 + value: 9.273000000000001 - type: recall_at_10 - value: 34.454 + value: 29.961 - type: recall_at_100 - value: 59.648 + value: 55.855999999999995 - type: recall_at_1000 - value: 77.823 + value: 75.972 - type: recall_at_20 - value: 42.476 + value: 38.045 - type: recall_at_3 - value: 20.630000000000003 + value: 17.666 - type: recall_at_5 - value: 26.517000000000003 + value: 22.539 task: type: Retrieval - dataset: @@ -4309,287 +4309,287 @@ model-index: type: mteb/dbpedia metrics: - type: main_score - value: 39.582 + value: 36.77 - type: map_at_1 - value: 8.193 + value: 7.879 - type: map_at_10 - value: 18.838 + value: 17.448 - type: map_at_100 - value: 26.791999999999998 + value: 24.615000000000002 - type: map_at_1000 - value: 28.659000000000002 + value: 26.32 - type: map_at_20 - value: 21.678 + value: 20.115 - type: map_at_3 - value: 13.535 + value: 12.607 - type: map_at_5 - value: 15.706000000000001 + value: 14.757000000000001 - type: mrr_at_1 - value: 61.25000000000001 + value: 60.75000000000001 - type: mrr_at_10 - value: 71.5827380952381 + value: 70.04662698412697 - type: mrr_at_100 - value: 71.92227940484834 + value: 70.48374853904342 - type: mrr_at_1000 - value: 71.92843656364919 + value: 70.48974912019449 - type: mrr_at_20 - value: 71.82391254578756 + value: 70.35767608079914 - type: mrr_at_3 - value: 69.54166666666667 + value: 68.04166666666667 - type: mrr_at_5 - value: 70.89166666666667 + value: 69.39166666666667 - type: nauc_map_at_1000_diff1 - value: 20.81525104511085 + value: 27.22615670354747 - type: nauc_map_at_1000_max - value: 12.28738487676873 + value: 23.117379231999642 - type: nauc_map_at_1000_std - value: 24.87551199629768 + value: 15.590590587924877 - type: nauc_map_at_100_diff1 - value: 21.693837182713217 + value: 27.637835658039805 - type: nauc_map_at_100_max - value: 8.69725977707396 + value: 19.836155567809612 - type: nauc_map_at_100_std - value: 21.354633072475515 + value: 11.900741405093758 - type: nauc_map_at_10_diff1 - value: 24.388731902741767 + value: 30.728419563300395 - type: nauc_map_at_10_max - value: -4.0866423282629585 + value: 6.106892959682543 - type: nauc_map_at_10_std - value: -0.9510081645949322 + value: -9.11825174887402 - type: nauc_map_at_1_diff1 - value: 32.58191575261803 + value: 39.34845843129211 - type: nauc_map_at_1_max - value: -10.57813486927926 + value: -2.7536297297258354 - type: nauc_map_at_1_std - value: -9.588423425329879 + value: -21.149652784081006 - type: nauc_map_at_20_diff1 - value: 24.050743021827124 + value: 29.37489889563395 - type: nauc_map_at_20_max - value: 0.6686240161106345 + value: 11.068671486589691 - type: nauc_map_at_20_std - value: 6.53795559839344 + value: -1.9024556480454369 - type: nauc_map_at_3_diff1 - value: 26.43827919066607 + value: 35.58217022040217 - type: nauc_map_at_3_max - value: -10.727017270257825 + value: 0.2641479206106634 - type: nauc_map_at_3_std - value: -9.512078389268677 + value: -17.942087104722955 - type: nauc_map_at_5_diff1 - value: 25.71002404847907 + value: 32.07485536680787 - type: nauc_map_at_5_max - value: -7.097015507701878 + value: 2.132142953478948 - type: nauc_map_at_5_std - value: -6.476602516100202 + value: -13.959336639125317 - type: nauc_mrr_at_1000_diff1 - value: 45.608034553728835 + value: 43.561171278954866 - type: nauc_mrr_at_1000_max - value: 30.922028122514266 + value: 46.86561252904832 - type: nauc_mrr_at_1000_std - value: 34.21750207725521 + value: 25.189090212812044 - type: nauc_mrr_at_100_diff1 - value: 45.590642197534805 + value: 43.56311857767914 - type: nauc_mrr_at_100_max - value: 30.930031708368194 + value: 46.87364039655639 - type: nauc_mrr_at_100_std - value: 34.21945637610545 + value: 25.20188703419532 - type: nauc_mrr_at_10_diff1 - value: 45.540994123130126 + value: 43.554694361118905 - type: nauc_mrr_at_10_max - value: 30.83734303048343 + value: 46.728242258941464 - type: nauc_mrr_at_10_std - value: 34.348404162478694 + value: 25.25356257708155 - type: nauc_mrr_at_1_diff1 - value: 49.560483335546415 + value: 46.435352817539524 - type: nauc_mrr_at_1_max - value: 28.883661816871232 + value: 46.0413071187664 - type: nauc_mrr_at_1_std - value: 30.89553654418874 + value: 20.350129155245682 - type: nauc_mrr_at_20_diff1 - value: 45.499322734057515 + value: 43.544595900767 - type: nauc_mrr_at_20_max - value: 30.918972161205733 + value: 46.93717450668172 - type: nauc_mrr_at_20_std - value: 34.282904222510595 + value: 25.25597416021791 - type: nauc_mrr_at_3_diff1 - value: 45.39622724954005 + value: 42.553383214077115 - type: nauc_mrr_at_3_max - value: 31.457074078677454 + value: 46.56975257676068 - type: nauc_mrr_at_3_std - value: 34.079043384571555 + value: 24.70327599709596 - type: nauc_mrr_at_5_diff1 - value: 44.71358730464237 + value: 43.33215737862213 - type: nauc_mrr_at_5_max - value: 30.69295376764748 + value: 46.97620970583296 - type: nauc_mrr_at_5_std - value: 34.31128800389916 + value: 25.529521260210203 - type: nauc_ndcg_at_1000_diff1 - value: 23.109017019057422 + value: 27.589730901498775 - type: nauc_ndcg_at_1000_max - value: 23.08462483716398 + value: 34.18730626989723 - type: nauc_ndcg_at_1000_std - value: 36.8911815972109 + value: 27.79208958504551 - type: nauc_ndcg_at_100_diff1 - value: 23.827280037818173 + value: 28.099956032480257 - type: nauc_ndcg_at_100_max - value: 13.309666633249211 + value: 25.076317763406653 - type: nauc_ndcg_at_100_std - value: 28.44384667395871 + value: 19.3393302641812 - type: nauc_ndcg_at_10_diff1 - value: 26.972856731999386 + value: 28.10040050055288 - type: nauc_ndcg_at_10_max - value: 14.620707258357266 + value: 27.463719470301168 - type: nauc_ndcg_at_10_std - value: 23.111341368346462 + value: 13.569605959220086 - type: nauc_ndcg_at_1_diff1 - value: 43.59088178770794 + value: 39.92817671769714 - type: nauc_ndcg_at_1_max - value: 21.904917923054317 + value: 34.44662945106997 - type: nauc_ndcg_at_1_std - value: 21.98647522718905 + value: 13.388099467140332 - type: nauc_ndcg_at_20_diff1 - value: 26.283361626051914 + value: 27.800968512396306 - type: nauc_ndcg_at_20_max - value: 11.10518046266052 + value: 23.78719275004937 - type: nauc_ndcg_at_20_std - value: 21.355473505613944 + value: 11.933811285502157 - type: nauc_ndcg_at_3_diff1 - value: 30.024148446672083 + value: 30.362495467731133 - type: nauc_ndcg_at_3_max - value: 18.48737788479935 + value: 31.470527935112507 - type: nauc_ndcg_at_3_std - value: 23.24967559220411 + value: 13.5264322754454 - type: nauc_ndcg_at_5_diff1 - value: 27.31687195788342 + value: 27.596193051135042 - type: nauc_ndcg_at_5_max - value: 17.233426051712428 + value: 28.879553439188545 - type: nauc_ndcg_at_5_std - value: 22.98467702068255 + value: 14.002675908790085 - type: nauc_precision_at_1000_diff1 - value: -13.448141290306074 + value: -5.902001497187656 - type: nauc_precision_at_1000_max - value: 42.26049965587544 + value: 31.506103503010614 - type: nauc_precision_at_1000_std - value: 17.838997647650835 + value: 30.37757126360957 - type: nauc_precision_at_100_diff1 - value: -5.070670934466766 + value: -7.078812736371486 - type: nauc_precision_at_100_max - value: 33.96276536553548 + value: 40.0935402905799 - type: nauc_precision_at_100_std - value: 47.592571562595765 + value: 48.350060964069996 - type: nauc_precision_at_10_diff1 - value: 5.079452111840327 + value: 2.9397070998315495 - type: nauc_precision_at_10_max - value: 33.145301874068146 + value: 41.427281680892975 - type: nauc_precision_at_10_std - value: 46.26256386765269 + value: 41.568474216601494 - type: nauc_precision_at_1_diff1 - value: 49.560483335546415 + value: 46.435352817539524 - type: nauc_precision_at_1_max - value: 28.883661816871232 + value: 46.0413071187664 - type: nauc_precision_at_1_std - value: 30.89553654418874 + value: 20.350129155245682 - type: nauc_precision_at_20_diff1 - value: 3.253674888888517 + value: -0.5003867750646896 - type: nauc_precision_at_20_max - value: 34.667104498369575 + value: 43.11320479268452 - type: nauc_precision_at_20_std - value: 49.202859485875535 + value: 46.31414266215817 - type: nauc_precision_at_3_diff1 - value: 15.790066053828234 + value: 16.843701906002153 - type: nauc_precision_at_3_max - value: 27.215083484496542 + value: 39.14348289333492 - type: nauc_precision_at_3_std - value: 33.11505410450215 + value: 28.97286018704868 - type: nauc_precision_at_5_diff1 - value: 9.530674873702113 + value: 7.4678851421555255 - type: nauc_precision_at_5_max - value: 31.21998248355014 + value: 39.44725843015022 - type: nauc_precision_at_5_std - value: 39.07247161423012 + value: 36.07126271213125 - type: nauc_recall_at_1000_diff1 - value: 5.70231960458697 + value: 12.918659968294232 - type: nauc_recall_at_1000_max - value: 16.173798281531525 + value: 18.912793350749517 - type: nauc_recall_at_1000_std - value: 40.45772368713694 + value: 34.58765147591728 - type: nauc_recall_at_100_diff1 - value: 9.815485122352673 + value: 17.75168890570515 - type: nauc_recall_at_100_max - value: 3.5894004884530735 + value: 9.431103175972714 - type: nauc_recall_at_100_std - value: 23.442799836302864 + value: 18.236704585602688 - type: nauc_recall_at_10_diff1 - value: 14.537879655467389 + value: 22.428401923490217 - type: nauc_recall_at_10_max - value: -10.56087357341994 + value: -2.0581844217543095 - type: nauc_recall_at_10_std - value: -7.372934296480146 + value: -12.095753965206086 - type: nauc_recall_at_1_diff1 - value: 32.58191575261803 + value: 39.34845843129211 - type: nauc_recall_at_1_max - value: -10.57813486927926 + value: -2.7536297297258354 - type: nauc_recall_at_1_std - value: -9.588423425329879 + value: -21.149652784081006 - type: nauc_recall_at_20_diff1 - value: 13.359604621352824 + value: 19.029969489215137 - type: nauc_recall_at_20_max - value: -6.037674048018859 + value: 0.4313311185111767 - type: nauc_recall_at_20_std - value: -0.191231970406073 + value: -4.001252650460747 - type: nauc_recall_at_3_diff1 - value: 20.620776298724362 + value: 32.40881022483858 - type: nauc_recall_at_3_max - value: -14.34692846751201 + value: -2.2448786906703293 - type: nauc_recall_at_3_std - value: -12.202460021792232 + value: -18.736548322855686 - type: nauc_recall_at_5_diff1 - value: 17.573424943863706 + value: 25.908532046267744 - type: nauc_recall_at_5_max - value: -10.968843043485661 + value: -2.4645406246201174 - type: nauc_recall_at_5_std - value: -10.513373048008399 + value: -14.819488134588758 - type: ndcg_at_1 - value: 48.375 + value: 47.25 - type: ndcg_at_10 - value: 39.582 + value: 36.77 - type: ndcg_at_100 - value: 45.259 + value: 42.33 - type: ndcg_at_1000 - value: 53.022000000000006 + value: 50.382000000000005 - type: ndcg_at_20 - value: 39.038000000000004 + value: 36.51 - type: ndcg_at_3 - value: 42.802 + value: 40.128 - type: ndcg_at_5 - value: 40.538000000000004 + value: 38.031 - type: precision_at_1 - value: 61.25000000000001 + value: 60.75000000000001 - type: precision_at_10 - value: 32.2 + value: 29.549999999999997 - type: precision_at_100 - value: 10.545 + value: 9.62 - type: precision_at_1000 - value: 2.2880000000000003 + value: 2.0580000000000003 - type: precision_at_20 - value: 24.05 + value: 22.125 - type: precision_at_3 - value: 48.083 + value: 44.833 - type: precision_at_5 - value: 40.65 + value: 38.25 - type: recall_at_1 - value: 8.193 + value: 7.879 - type: recall_at_10 - value: 25.519 + value: 23.783 - type: recall_at_100 - value: 54.124 + value: 51.193 - type: recall_at_1000 - value: 77.92099999999999 + value: 75.995 - type: recall_at_20 - value: 32.385999999999996 + value: 31.05 - type: recall_at_3 - value: 15.211 + value: 14.16 - type: recall_at_5 - value: 18.891 + value: 17.727 task: type: Retrieval - dataset: @@ -4600,13 +4600,13 @@ model-index: type: mteb/emotion metrics: - type: accuracy - value: 85.565 + value: 53.94500000000001 - type: f1 - value: 81.12346731656551 + value: 46.74955162106079 - type: f1_weighted - value: 85.98372374550102 + value: 55.44564710432288 - type: main_score - value: 85.565 + value: 53.94500000000001 task: type: Classification - dataset: @@ -4617,287 +4617,287 @@ model-index: type: mteb/fever metrics: - type: main_score - value: 86.026 + value: 84.127 - type: map_at_1 - value: 73.339 + value: 69.831 - type: map_at_10 - value: 81.943 + value: 79.589 - type: map_at_100 - value: 82.12899999999999 + value: 79.77499999999999 - type: map_at_1000 - value: 82.145 + value: 79.788 - type: map_at_20 - value: 82.05799999999999 + value: 79.706 - type: map_at_3 - value: 80.827 + value: 78.42099999999999 - type: map_at_5 - value: 81.628 + value: 79.239 - type: mrr_at_1 - value: 78.98289828982898 + value: 75.05250525052504 - type: mrr_at_10 - value: 87.04412703175062 + value: 84.58987565423183 - type: mrr_at_100 - value: 87.1023996343652 + value: 84.65851795351881 - type: mrr_at_1000 - value: 87.10370910386118 + value: 84.65972718436838 - type: mrr_at_20 - value: 87.08615223713309 + value: 84.64833916172947 - type: mrr_at_3 - value: 86.2386238623861 + value: 83.64336433643345 - type: mrr_at_5 - value: 86.86568656865666 + value: 84.34018401840153 - type: nauc_map_at_1000_diff1 - value: 48.22616948132843 + value: 49.23229610937116 - type: nauc_map_at_1000_max - value: 1.6340021380561394 + value: 2.538940503744293 - type: nauc_map_at_1000_std - value: -25.200746351372793 + value: -28.281666551373885 - type: nauc_map_at_100_diff1 - value: 48.198187398812806 + value: 49.206748439493715 - type: nauc_map_at_100_max - value: 1.6220191408228601 + value: 2.5306616051352426 - type: nauc_map_at_100_std - value: -25.193042721137566 + value: -28.278850840258357 - type: nauc_map_at_10_diff1 - value: 48.00585391806132 + value: 49.09546754806344 - type: nauc_map_at_10_max - value: 1.4817376575907626 + value: 2.6113492488760803 - type: nauc_map_at_10_std - value: -25.201484788329843 + value: -28.33173942793787 - type: nauc_map_at_1_diff1 - value: 52.76212226788538 + value: 54.03823845678141 - type: nauc_map_at_1_max - value: 0.0520314144507071 + value: 0.7813055695400233 - type: nauc_map_at_1_std - value: -26.20833932232049 + value: -29.69082254949428 - type: nauc_map_at_20_diff1 - value: 48.12533777970878 + value: 49.13309291472015 - type: nauc_map_at_20_max - value: 1.5240294773565493 + value: 2.527699255933495 - type: nauc_map_at_20_std - value: -25.192450618181123 + value: -28.273378648376767 - type: nauc_map_at_3_diff1 - value: 47.96480519565094 + value: 49.16418319489923 - type: nauc_map_at_3_max - value: 1.1887774816136902 + value: 2.4530562838038668 - type: nauc_map_at_3_std - value: -26.31363833371711 + value: -29.749466711737117 - type: nauc_map_at_5_diff1 - value: 47.79080333430883 + value: 49.105002115323174 - type: nauc_map_at_5_max - value: 1.6220551876503297 + value: 2.730159330614642 - type: nauc_map_at_5_std - value: -25.250585439913415 + value: -28.624757813540224 - type: nauc_mrr_at_1000_diff1 - value: 64.95992140968579 + value: 63.27335919243411 - type: nauc_mrr_at_1000_max - value: 1.6737288643493216 + value: 4.374350066360141 - type: nauc_mrr_at_1000_std - value: -37.732249646223224 + value: -39.057765474275875 - type: nauc_mrr_at_100_diff1 - value: 64.95845005240741 + value: 63.27201389539822 - type: nauc_mrr_at_100_max - value: 1.6807060884331666 + value: 4.380072421865697 - type: nauc_mrr_at_100_std - value: -37.73314881154047 + value: -39.05368757884141 - type: nauc_mrr_at_10_diff1 - value: 64.9115307834577 + value: 63.24639295001365 - type: nauc_mrr_at_10_max - value: 1.7195209183889257 + value: 4.512012375528155 - type: nauc_mrr_at_10_std - value: -37.88536525017639 + value: -39.12854460658675 - type: nauc_mrr_at_1_diff1 - value: 66.13713227430745 + value: 65.10605165757288 - type: nauc_mrr_at_1_max - value: 0.37082095312916874 + value: 1.9283900321068632 - type: nauc_mrr_at_1_std - value: -34.379038222842254 + value: -36.73128263177301 - type: nauc_mrr_at_20_diff1 - value: 64.95488651854674 + value: 63.25714175532876 - type: nauc_mrr_at_20_max - value: 1.6985375216432168 + value: 4.401641881007041 - type: nauc_mrr_at_20_std - value: -37.755703989608705 + value: -39.06295724502164 - type: nauc_mrr_at_3_diff1 - value: 64.9535677343948 + value: 62.74870913078454 - type: nauc_mrr_at_3_max - value: 1.5195414353630512 + value: 4.451662631818057 - type: nauc_mrr_at_3_std - value: -39.21735562852805 + value: -40.362052318194905 - type: nauc_mrr_at_5_diff1 - value: 64.85513437757459 + value: 63.15462728579158 - type: nauc_mrr_at_5_max - value: 1.9382830256224208 + value: 4.651205798352267 - type: nauc_mrr_at_5_std - value: -38.043842104083545 + value: -39.39561481114499 - type: nauc_ndcg_at_1000_diff1 - value: 49.74095915307536 + value: 50.05516269906709 - type: nauc_ndcg_at_1000_max - value: 2.605169283095937 + value: 3.402171494055581 - type: nauc_ndcg_at_1000_std - value: -25.835814259340832 + value: -28.03925061760615 - type: nauc_ndcg_at_100_diff1 - value: 49.002859024867945 + value: 49.3532420182713 - type: nauc_ndcg_at_100_max - value: 2.5116469969385884 + value: 3.2254197563689253 - type: nauc_ndcg_at_100_std - value: -25.479921013562272 + value: -27.790242243156303 - type: nauc_ndcg_at_10_diff1 - value: 48.25197176801494 + value: 48.83916695200456 - type: nauc_ndcg_at_10_max - value: 1.9108104946028264 + value: 3.526631254510631 - type: nauc_ndcg_at_10_std - value: -25.780784974391295 + value: -28.107233038143935 - type: nauc_ndcg_at_1_diff1 - value: 66.13713227430745 + value: 65.10605165757288 - type: nauc_ndcg_at_1_max - value: 0.37082095312916874 + value: 1.9283900321068632 - type: nauc_ndcg_at_1_std - value: -34.379038222842254 + value: -36.73128263177301 - type: nauc_ndcg_at_20_diff1 - value: 48.59674729644139 + value: 48.89391205041084 - type: nauc_ndcg_at_20_max - value: 1.9950884849133927 + value: 3.193109099886884 - type: nauc_ndcg_at_20_std - value: -25.569135598052622 + value: -27.746898107657486 - type: nauc_ndcg_at_3_diff1 - value: 49.305511135576275 + value: 49.700478041463256 - type: nauc_ndcg_at_3_max - value: 1.8638668857901368 + value: 3.5597079593645837 - type: nauc_ndcg_at_3_std - value: -29.02269314595723 + value: -31.8276627401069 - type: nauc_ndcg_at_5_diff1 - value: 48.1680764938404 + value: 49.13817289744641 - type: nauc_ndcg_at_5_max - value: 2.4842182285117964 + value: 3.9842988788044162 - type: nauc_ndcg_at_5_std - value: -26.244542780767375 + value: -29.128133914203897 - type: nauc_precision_at_1000_diff1 - value: -4.478420343136971 + value: -5.8168043702291445 - type: nauc_precision_at_1000_max - value: 11.70949232501659 + value: 8.661081932948386 - type: nauc_precision_at_1000_std - value: 1.7386198733671119 + value: 7.898154314108613 - type: nauc_precision_at_100_diff1 - value: -4.172269763651759 + value: -7.622708807398312 - type: nauc_precision_at_100_max - value: 13.082661117154743 + value: 7.573802349665375 - type: nauc_precision_at_100_std - value: 1.8002212793127355 + value: 7.548940358658417 - type: nauc_precision_at_10_diff1 - value: 5.702289274109695 + value: 3.651203107718887 - type: nauc_precision_at_10_max - value: 8.484620250928458 + value: 12.027476444641824 - type: nauc_precision_at_10_std - value: -8.132389694515703 + value: -3.8701414226488393 - type: nauc_precision_at_1_diff1 - value: 66.13713227430745 + value: 65.10605165757288 - type: nauc_precision_at_1_max - value: 0.37082095312916874 + value: 1.9283900321068632 - type: nauc_precision_at_1_std - value: -34.379038222842254 + value: -36.73128263177301 - type: nauc_precision_at_20_diff1 - value: 0.5564831263316283 + value: -4.51338283591896 - type: nauc_precision_at_20_max - value: 8.881191911131173 + value: 8.574478979483608 - type: nauc_precision_at_20_std - value: -3.696180671957281 + value: 3.8001684359605457 - type: nauc_precision_at_3_diff1 - value: 35.75913314270679 + value: 35.12229883441577 - type: nauc_precision_at_3_max - value: 7.896253718358011 + value: 11.461666197502227 - type: nauc_precision_at_3_std - value: -33.8336411888768 + value: -34.430950046529375 - type: nauc_precision_at_5_diff1 - value: 17.101795422527648 + value: 19.750032706257066 - type: nauc_precision_at_5_max - value: 11.993885038446976 + value: 15.700101161283891 - type: nauc_precision_at_5_std - value: -16.39044303210142 + value: -17.01470586200846 - type: nauc_recall_at_1000_diff1 - value: 1.765610982286282 + value: 5.677803043632773 - type: nauc_recall_at_1000_max - value: 16.0490507693684 + value: 6.013417206823954 - type: nauc_recall_at_1000_std - value: 28.474043694387696 + value: 28.095710500813787 - type: nauc_recall_at_100_diff1 - value: 6.2725603406909265 + value: 6.062697689760903 - type: nauc_recall_at_100_max - value: 10.665282199745704 + value: 2.918708091666672 - type: nauc_recall_at_100_std - value: 13.266482323582757 + value: 15.009661326828391 - type: nauc_recall_at_10_diff1 - value: 16.010002473322103 + value: 15.51901323813468 - type: nauc_recall_at_10_max - value: 4.051158641772395 + value: 5.695538162226332 - type: nauc_recall_at_10_std - value: -3.963886778602456 + value: -1.6573979540762098 - type: nauc_recall_at_1_diff1 - value: 52.76212226788538 + value: 54.03823845678141 - type: nauc_recall_at_1_max - value: 0.0520314144507071 + value: 0.7813055695400233 - type: nauc_recall_at_1_std - value: -26.20833932232049 + value: -29.69082254949428 - type: nauc_recall_at_20_diff1 - value: 12.763325751516286 + value: 9.37823741228587 - type: nauc_recall_at_20_max - value: 4.589618045061225 + value: 3.0566017916814943 - type: nauc_recall_at_20_std - value: 2.3135711002947525 + value: 6.9796184911386545 - type: nauc_recall_at_3_diff1 - value: 31.878202992328298 + value: 32.07387343667272 - type: nauc_recall_at_3_max - value: 2.398044119809843 + value: 4.789923667382424 - type: nauc_recall_at_3_std - value: -22.48228292127779 + value: -24.74706115680205 - type: nauc_recall_at_5_diff1 - value: 22.01091185405021 + value: 24.39694752709738 - type: nauc_recall_at_5_max - value: 6.161863454884261 + value: 7.271133287879929 - type: nauc_recall_at_5_std - value: -10.442113305092082 + value: -12.628276788882612 - type: ndcg_at_1 - value: 78.983 + value: 75.053 - type: ndcg_at_10 - value: 86.026 + value: 84.127 - type: ndcg_at_100 - value: 86.666 + value: 84.77900000000001 - type: ndcg_at_1000 - value: 86.945 + value: 85.028 - type: ndcg_at_20 - value: 86.333 + value: 84.465 - type: ndcg_at_3 - value: 84.269 + value: 82.179 - type: ndcg_at_5 - value: 85.439 + value: 83.42399999999999 - type: precision_at_1 - value: 78.983 + value: 75.053 - type: precision_at_10 - value: 10.282 + value: 10.189 - type: precision_at_100 - value: 1.078 + value: 1.068 - type: precision_at_1000 - value: 0.11199999999999999 + value: 0.11100000000000002 - type: precision_at_20 - value: 5.2330000000000005 + value: 5.188000000000001 - type: precision_at_3 - value: 32.218 + value: 31.813000000000002 - type: precision_at_5 - value: 20.06 + value: 19.829 - type: recall_at_1 - value: 73.339 + value: 69.831 - type: recall_at_10 - value: 93.557 + value: 93.119 - type: recall_at_100 - value: 96.03399999999999 + value: 95.649 - type: recall_at_1000 - value: 97.784 + value: 97.245 - type: recall_at_20 - value: 94.6 + value: 94.313 - type: recall_at_3 - value: 88.851 + value: 87.787 - type: recall_at_5 - value: 91.81 + value: 90.989 task: type: Retrieval - dataset: @@ -4908,287 +4908,287 @@ model-index: type: mteb/fiqa metrics: - type: main_score - value: 45.019 + value: 46.018 - type: map_at_1 - value: 21.923000000000002 + value: 23.239 - type: map_at_10 - value: 36.661 + value: 37.785000000000004 - type: map_at_100 - value: 38.727000000000004 + value: 39.78 - type: map_at_1000 - value: 38.896 + value: 39.947 - type: map_at_20 - value: 37.821 + value: 38.873999999999995 - type: map_at_3 - value: 31.812 + value: 32.686 - type: map_at_5 - value: 34.474 + value: 35.725 - type: mrr_at_1 - value: 43.05555555555556 + value: 45.21604938271605 - type: mrr_at_10 - value: 52.714824612972755 + value: 53.81534146580441 - type: mrr_at_100 - value: 53.47543808894285 + value: 54.57479873400386 - type: mrr_at_1000 - value: 53.50616025822894 + value: 54.60767741375167 - type: mrr_at_20 - value: 53.14543059863263 + value: 54.32374740680479 - type: mrr_at_3 - value: 50.10288065843621 + value: 51.02880658436213 - type: mrr_at_5 - value: 51.715534979423836 + value: 52.91152263374482 - type: nauc_map_at_1000_diff1 - value: 41.776705312708486 + value: 37.39674307076189 - type: nauc_map_at_1000_max - value: 24.93532754336337 + value: 29.499416637029057 - type: nauc_map_at_1000_std - value: -2.794190590614799 + value: -3.159386284834724 - type: nauc_map_at_100_diff1 - value: 41.73579109673881 + value: 37.38267938834233 - type: nauc_map_at_100_max - value: 24.80625280860252 + value: 29.450591895687317 - type: nauc_map_at_100_std - value: -2.814441295874619 + value: -3.189530866402903 - type: nauc_map_at_10_diff1 - value: 41.75395538260581 + value: 37.202309092714685 - type: nauc_map_at_10_max - value: 23.219207680303324 + value: 27.98261677114554 - type: nauc_map_at_10_std - value: -3.5779070328036138 + value: -4.0144873973773985 - type: nauc_map_at_1_diff1 - value: 48.46545399169614 + value: 42.42289155172154 - type: nauc_map_at_1_max - value: 16.49315969594624 + value: 20.126387750613056 - type: nauc_map_at_1_std - value: -7.505787454483636 + value: -8.558059645904228 - type: nauc_map_at_20_diff1 - value: 41.53641801097531 + value: 36.940935486049106 - type: nauc_map_at_20_max - value: 24.00770569213574 + value: 28.790226950120985 - type: nauc_map_at_20_std - value: -3.191754163523877 + value: -3.5487603793931752 - type: nauc_map_at_3_diff1 - value: 41.75052616046243 + value: 38.447143857375835 - type: nauc_map_at_3_max - value: 19.115081667001014 + value: 23.92233021843042 - type: nauc_map_at_3_std - value: -6.668596004487064 + value: -7.139129825565484 - type: nauc_map_at_5_diff1 - value: 42.45446754604312 + value: 38.516472169319144 - type: nauc_map_at_5_max - value: 20.947253345126185 + value: 26.413918646667977 - type: nauc_map_at_5_std - value: -5.125992439200763 + value: -5.636728555199194 - type: nauc_mrr_at_1000_diff1 - value: 52.09717084990717 + value: 47.74750871610032 - type: nauc_mrr_at_1000_max - value: 38.086957556354456 + value: 40.19499238606483 - type: nauc_mrr_at_1000_std - value: -0.68079244284855 + value: 0.36032080608776107 - type: nauc_mrr_at_100_diff1 - value: 52.081504543550686 + value: 47.73322151755956 - type: nauc_mrr_at_100_max - value: 38.10189737899758 + value: 40.20877044107413 - type: nauc_mrr_at_100_std - value: -0.6731400759499799 + value: 0.3930328752369529 - type: nauc_mrr_at_10_diff1 - value: 51.962775327926934 + value: 47.62649164813202 - type: nauc_mrr_at_10_max - value: 37.860734658269976 + value: 40.31590127628367 - type: nauc_mrr_at_10_std - value: -0.8627588620266099 + value: 0.3376782526921225 - type: nauc_mrr_at_1_diff1 - value: 56.643374967422865 + value: 50.71224023839513 - type: nauc_mrr_at_1_max - value: 37.424164231372195 + value: 38.12334760187021 - type: nauc_mrr_at_1_std - value: -3.808604224746232 + value: -3.744748522252006 - type: nauc_mrr_at_20_diff1 - value: 51.9634718440668 + value: 47.65883289781366 - type: nauc_mrr_at_20_max - value: 37.99992134394818 + value: 40.19386589459899 - type: nauc_mrr_at_20_std - value: -0.5725435512805715 + value: 0.3300453619949638 - type: nauc_mrr_at_3_diff1 - value: 51.9083290591896 + value: 48.15037455271594 - type: nauc_mrr_at_3_max - value: 37.49495462369628 + value: 39.63517811079612 - type: nauc_mrr_at_3_std - value: -2.193915400523023 + value: -1.2604715431363336 - type: nauc_mrr_at_5_diff1 - value: 52.24074329239152 + value: 47.82905935425148 - type: nauc_mrr_at_5_max - value: 37.96365352861984 + value: 40.14477449232483 - type: nauc_mrr_at_5_std - value: -1.5116002789297864 + value: -0.6387351420113502 - type: nauc_ndcg_at_1000_diff1 - value: 43.88564426048843 + value: 39.62042242051141 - type: nauc_ndcg_at_1000_max - value: 31.371070838376326 + value: 34.95065768372776 - type: nauc_ndcg_at_1000_std - value: 1.182058822041445 + value: 1.2093906933233651 - type: nauc_ndcg_at_100_diff1 - value: 43.47882005622348 + value: 39.52715708377756 - type: nauc_ndcg_at_100_max - value: 30.23626893448966 + value: 34.8176627511724 - type: nauc_ndcg_at_100_std - value: 1.3554256181078206 + value: 1.8417866916566914 - type: nauc_ndcg_at_10_diff1 - value: 42.78328747987686 + value: 38.400363035149454 - type: nauc_ndcg_at_10_max - value: 26.971284497406334 + value: 31.63896107204925 - type: nauc_ndcg_at_10_std - value: -0.9361763271905158 + value: -0.8705252027316186 - type: nauc_ndcg_at_1_diff1 - value: 56.643374967422865 + value: 50.71224023839513 - type: nauc_ndcg_at_1_max - value: 37.424164231372195 + value: 38.12334760187021 - type: nauc_ndcg_at_1_std - value: -3.808604224746232 + value: -3.744748522252006 - type: nauc_ndcg_at_20_diff1 - value: 42.51200178317055 + value: 38.12907512053514 - type: nauc_ndcg_at_20_max - value: 27.807479427212844 + value: 32.497748011049474 - type: nauc_ndcg_at_20_std - value: -0.16279719845344157 + value: -0.1752936914305571 - type: nauc_ndcg_at_3_diff1 - value: 41.983935082179556 + value: 39.46177721859432 - type: nauc_ndcg_at_3_max - value: 28.446235814415143 + value: 31.939511307389072 - type: nauc_ndcg_at_3_std - value: -3.0007943000595003 + value: -3.0727677367802775 - type: nauc_ndcg_at_5_diff1 - value: 43.21852196702825 + value: 39.58629354813809 - type: nauc_ndcg_at_5_max - value: 26.601248066336986 + value: 31.534911396228782 - type: nauc_ndcg_at_5_std - value: -2.5471886292781702 + value: -2.8301665715597277 - type: nauc_precision_at_1000_diff1 - value: -0.26010199321259797 + value: -0.8786446062773204 - type: nauc_precision_at_1000_max - value: 35.79601474558423 + value: 29.25589660407707 - type: nauc_precision_at_1000_std - value: 14.342818001909988 + value: 17.455591524848746 - type: nauc_precision_at_100_diff1 - value: 6.004698224173632 + value: 5.066275950497446 - type: nauc_precision_at_100_max - value: 38.52857855255943 + value: 35.90713282516485 - type: nauc_precision_at_100_std - value: 16.21705591642149 + value: 19.899761019511562 - type: nauc_precision_at_10_diff1 - value: 17.49728453546782 + value: 14.251592016383505 - type: nauc_precision_at_10_max - value: 38.24671033647839 + value: 38.742155587347575 - type: nauc_precision_at_10_std - value: 12.030940471652098 + value: 14.243815134657725 - type: nauc_precision_at_1_diff1 - value: 56.643374967422865 + value: 50.71224023839513 - type: nauc_precision_at_1_max - value: 37.424164231372195 + value: 38.12334760187021 - type: nauc_precision_at_1_std - value: -3.808604224746232 + value: -3.744748522252006 - type: nauc_precision_at_20_diff1 - value: 13.057739432783794 + value: 9.33294574281467 - type: nauc_precision_at_20_max - value: 37.84177604877064 + value: 37.78712899843252 - type: nauc_precision_at_20_std - value: 13.135243737603359 + value: 15.69120289561787 - type: nauc_precision_at_3_diff1 - value: 29.106393446078787 + value: 28.27816983802183 - type: nauc_precision_at_3_max - value: 33.51402929333319 + value: 36.45541405683364 - type: nauc_precision_at_3_std - value: 1.9298573035534488 + value: 3.7608923567232626 - type: nauc_precision_at_5_diff1 - value: 25.039378213923403 + value: 22.57043202085106 - type: nauc_precision_at_5_max - value: 36.213261098065125 + value: 39.101539898099766 - type: nauc_precision_at_5_std - value: 7.142334933169122 + value: 9.027858223250995 - type: nauc_recall_at_1000_diff1 - value: 24.897608581023757 + value: 17.5612669956746 - type: nauc_recall_at_1000_max - value: 24.60932291382376 + value: 25.889529932227624 - type: nauc_recall_at_1000_std - value: 30.05990115014322 + value: 19.57316948655149 - type: nauc_recall_at_100_diff1 - value: 30.807527684131564 + value: 28.46905271419406 - type: nauc_recall_at_100_max - value: 22.540558835740985 + value: 31.153388889792833 - type: nauc_recall_at_100_std - value: 14.493739358980907 + value: 17.27258409078373 - type: nauc_recall_at_10_diff1 - value: 31.683742260409076 + value: 28.126929700808944 - type: nauc_recall_at_10_max - value: 17.828711448272134 + value: 23.181744909761907 - type: nauc_recall_at_10_std - value: 1.899605838015785 + value: 1.968185972587066 - type: nauc_recall_at_1_diff1 - value: 48.46545399169614 + value: 42.42289155172154 - type: nauc_recall_at_1_max - value: 16.49315969594624 + value: 20.126387750613056 - type: nauc_recall_at_1_std - value: -7.505787454483636 + value: -8.558059645904228 - type: nauc_recall_at_20_diff1 - value: 30.08305577595204 + value: 26.479542294303787 - type: nauc_recall_at_20_max - value: 18.75062281011906 + value: 24.732180999052623 - type: nauc_recall_at_20_std - value: 4.502661433146342 + value: 4.561070039093053 - type: nauc_recall_at_3_diff1 - value: 33.53153516576839 + value: 33.630231249403565 - type: nauc_recall_at_3_max - value: 14.790607412204485 + value: 19.866536816100318 - type: nauc_recall_at_3_std - value: -6.1140323409194846 + value: -6.902891630424277 - type: nauc_recall_at_5_diff1 - value: 35.64279484984148 + value: 32.374300069152945 - type: nauc_recall_at_5_max - value: 15.401875599379574 + value: 21.609786350615863 - type: nauc_recall_at_5_std - value: -3.2844856697915774 + value: -4.250570794176765 - type: ndcg_at_1 - value: 43.056 + value: 45.216 - type: ndcg_at_10 - value: 45.019 + value: 46.018 - type: ndcg_at_100 - value: 51.98199999999999 + value: 52.81 - type: ndcg_at_1000 - value: 54.581999999999994 + value: 55.437000000000005 - type: ndcg_at_20 - value: 47.721999999999994 + value: 48.752 - type: ndcg_at_3 - value: 40.54 + value: 41.143 - type: ndcg_at_5 - value: 42.142 + value: 43.428 - type: precision_at_1 - value: 43.056 + value: 45.216 - type: precision_at_10 - value: 12.531 + value: 12.747 - type: precision_at_100 - value: 1.9949999999999999 + value: 1.9980000000000002 - type: precision_at_1000 - value: 0.245 + value: 0.246 - type: precision_at_20 - value: 7.446 + value: 7.523000000000001 - type: precision_at_3 - value: 27.058 + value: 26.749000000000002 - type: precision_at_5 - value: 20.061999999999998 + value: 20.617 - type: recall_at_1 - value: 21.923000000000002 + value: 23.239 - type: recall_at_10 - value: 52.85300000000001 + value: 53.64 - type: recall_at_100 - value: 78.133 + value: 78.316 - type: recall_at_1000 - value: 93.75 + value: 94.132 - type: recall_at_20 - value: 61.085 + value: 62.17700000000001 - type: recall_at_3 - value: 37.118 + value: 37.559 - type: recall_at_5 - value: 44.031 + value: 45.605000000000004 task: type: Retrieval - dataset: @@ -5199,287 +5199,287 @@ model-index: type: mteb/hotpotqa metrics: - type: main_score - value: 68.65299999999999 + value: 67.836 - type: map_at_1 - value: 38.893 + value: 38.292 - type: map_at_10 - value: 59.375 + value: 58.48 - type: map_at_100 - value: 60.303 + value: 59.382999999999996 - type: map_at_1000 - value: 60.364 + value: 59.447 - type: map_at_20 - value: 59.964 + value: 59.016999999999996 - type: map_at_3 - value: 55.718 + value: 54.617000000000004 - type: map_at_5 - value: 57.99999999999999 + value: 57.043 - type: mrr_at_1 - value: 77.78528021607022 + value: 76.58338960162052 - type: mrr_at_10 - value: 84.49470006323453 + value: 83.47652808591329 - type: mrr_at_100 - value: 84.6519637218647 + value: 83.63380014525882 - type: mrr_at_1000 - value: 84.65768034160618 + value: 83.63933777767011 - type: mrr_at_20 - value: 84.61055874712832 + value: 83.57772328539731 - type: mrr_at_3 - value: 83.59441818591013 + value: 82.44654512716605 - type: mrr_at_5 - value: 84.19266261534956 + value: 83.17240603195998 - type: nauc_map_at_1000_diff1 - value: 15.948378928650673 + value: 16.09417706349051 - type: nauc_map_at_1000_max - value: 15.711635353869994 + value: 22.82046255671306 - type: nauc_map_at_1000_std - value: 0.937019577383957 + value: -0.06797864025553367 - type: nauc_map_at_100_diff1 - value: 15.918426215773247 + value: 16.05272819609321 - type: nauc_map_at_100_max - value: 15.699627284031124 + value: 22.80861981190222 - type: nauc_map_at_100_std - value: 0.9584857374941618 + value: -0.05071783771856927 - type: nauc_map_at_10_diff1 - value: 15.879270822613408 + value: 15.997779294340559 - type: nauc_map_at_10_max - value: 15.463063162099125 + value: 22.615988267544513 - type: nauc_map_at_10_std - value: 0.15481877422177437 + value: -0.7600035230743971 - type: nauc_map_at_1_diff1 - value: 71.30652188008001 + value: 69.24726718948668 - type: nauc_map_at_1_max - value: 32.60802008342313 + value: 43.958413687770644 - type: nauc_map_at_1_std - value: -12.29496015891874 + value: -12.056753426789658 - type: nauc_map_at_20_diff1 - value: 15.853758892635852 + value: 15.939881445060319 - type: nauc_map_at_20_max - value: 15.570900027569573 + value: 22.692668502577643 - type: nauc_map_at_20_std - value: 0.6783433634347852 + value: -0.283868450708954 - type: nauc_map_at_3_diff1 - value: 17.97014394473015 + value: 18.213734472436414 - type: nauc_map_at_3_max - value: 15.218485551181926 + value: 23.0443805721617 - type: nauc_map_at_3_std - value: -2.4303445320319272 + value: -3.327751624422928 - type: nauc_map_at_5_diff1 - value: 16.50404017618271 + value: 16.680008500993083 - type: nauc_map_at_5_max - value: 15.285663669100073 + value: 22.517396255963348 - type: nauc_map_at_5_std - value: -0.989351556289713 + value: -1.98531389655906 - type: nauc_mrr_at_1000_diff1 - value: 70.0763435325149 + value: 67.90848983786418 - type: nauc_mrr_at_1000_max - value: 34.01106818267054 + value: 46.450918836314216 - type: nauc_mrr_at_1000_std - value: -10.558570244805534 + value: -10.897096706171377 - type: nauc_mrr_at_100_diff1 - value: 70.0763826742575 + value: 67.90978153374142 - type: nauc_mrr_at_100_max - value: 34.01329127860268 + value: 46.45801498811678 - type: nauc_mrr_at_100_std - value: -10.553859035770314 + value: -10.889452971557144 - type: nauc_mrr_at_10_diff1 - value: 70.03690200308235 + value: 67.85232774207358 - type: nauc_mrr_at_10_max - value: 34.10786779680883 + value: 46.519322725477366 - type: nauc_mrr_at_10_std - value: -10.509981664609755 + value: -10.850819066119888 - type: nauc_mrr_at_1_diff1 - value: 71.30652188008001 + value: 69.24726718948668 - type: nauc_mrr_at_1_max - value: 32.60802008342313 + value: 43.958413687770644 - type: nauc_mrr_at_1_std - value: -12.29496015891874 + value: -12.056753426789658 - type: nauc_mrr_at_20_diff1 - value: 70.07320564989382 + value: 67.89964178495697 - type: nauc_mrr_at_20_max - value: 34.01911070550699 + value: 46.511653631886404 - type: nauc_mrr_at_20_std - value: -10.532501476325248 + value: -10.839214368831332 - type: nauc_mrr_at_3_diff1 - value: 69.73518331018965 + value: 67.5836395057384 - type: nauc_mrr_at_3_max - value: 33.7438084424745 + value: 46.669184506889465 - type: nauc_mrr_at_3_std - value: -11.302692900313119 + value: -11.179530780325097 - type: nauc_mrr_at_5_diff1 - value: 69.86565354847778 + value: 67.77665440172093 - type: nauc_mrr_at_5_max - value: 34.135593857390504 + value: 46.573672833105725 - type: nauc_mrr_at_5_std - value: -10.380178093077621 + value: -10.982788041572968 - type: nauc_ndcg_at_1000_diff1 - value: 20.865436555566845 + value: 21.116945524743244 - type: nauc_ndcg_at_1000_max - value: 18.83121871269731 + value: 26.331821580979415 - type: nauc_ndcg_at_1000_std - value: 3.566623532300052 + value: 2.2115411230013993 - type: nauc_ndcg_at_100_diff1 - value: 19.90357263881322 + value: 19.998679336096366 - type: nauc_ndcg_at_100_max - value: 18.387111355628193 + value: 25.965625801662146 - type: nauc_ndcg_at_100_std - value: 4.243680531655493 + value: 2.828817915487286 - type: nauc_ndcg_at_10_diff1 - value: 19.721051339510907 + value: 19.806466897776797 - type: nauc_ndcg_at_10_max - value: 17.558512453515227 + value: 25.419244862350304 - type: nauc_ndcg_at_10_std - value: 1.2891095080720567 + value: 0.2155926935521766 - type: nauc_ndcg_at_1_diff1 - value: 71.30652188008001 + value: 69.24726718948668 - type: nauc_ndcg_at_1_max - value: 32.60802008342313 + value: 43.958413687770644 - type: nauc_ndcg_at_1_std - value: -12.29496015891874 + value: -12.056753426789658 - type: nauc_ndcg_at_20_diff1 - value: 19.519425870891023 + value: 19.547932237059364 - type: nauc_ndcg_at_20_max - value: 17.77152674804043 + value: 25.539888431109336 - type: nauc_ndcg_at_20_std - value: 2.7253915106561712 + value: 1.6229496555874041 - type: nauc_ndcg_at_3_diff1 - value: 23.595619290089495 + value: 23.915468237770344 - type: nauc_ndcg_at_3_max - value: 17.443501928111456 + value: 26.483987322133835 - type: nauc_ndcg_at_3_std - value: -3.1185231896019183 + value: -3.927672975648966 - type: nauc_ndcg_at_5_diff1 - value: 21.128676475251222 + value: 21.285580255116123 - type: nauc_ndcg_at_5_max - value: 17.427440887891148 + value: 25.39329283776291 - type: nauc_ndcg_at_5_std - value: -0.8006655617871765 + value: -1.9981992190798898 - type: nauc_precision_at_1000_diff1 - value: -18.605360521020412 + value: -16.397996018930517 - type: nauc_precision_at_1000_max - value: 13.992651128348118 + value: 12.038228696443355 - type: nauc_precision_at_1000_std - value: 34.896942379633316 + value: 30.699566406872442 - type: nauc_precision_at_100_diff1 - value: -11.425102107370272 + value: -11.55484201940981 - type: nauc_precision_at_100_max - value: 11.216164840931667 + value: 13.542075140974724 - type: nauc_precision_at_100_std - value: 27.722125456439343 + value: 24.606150356117055 - type: nauc_precision_at_10_diff1 - value: -3.1401539776631653 + value: -3.0258154194368907 - type: nauc_precision_at_10_max - value: 10.416214004945402 + value: 15.656448807768248 - type: nauc_precision_at_10_std - value: 10.251563605515335 + value: 8.819867674731508 - type: nauc_precision_at_1_diff1 - value: 71.30652188008001 + value: 69.24726718948668 - type: nauc_precision_at_1_max - value: 32.60802008342313 + value: 43.958413687770644 - type: nauc_precision_at_1_std - value: -12.29496015891874 + value: -12.056753426789658 - type: nauc_precision_at_20_diff1 - value: -6.456921653790667 + value: -6.346117648054698 - type: nauc_precision_at_20_max - value: 10.23022445081364 + value: 14.67028697593907 - type: nauc_precision_at_20_std - value: 15.935771905722302 + value: 14.430033095760397 - type: nauc_precision_at_3_diff1 - value: 8.38156786039047 + value: 9.012431714387436 - type: nauc_precision_at_3_max - value: 12.08129239567508 + value: 20.29633246829934 - type: nauc_precision_at_3_std - value: 0.05626041327325479 + value: -0.8697076229386467 - type: nauc_precision_at_5_diff1 - value: 2.4102262974666653 + value: 2.5992309960691435 - type: nauc_precision_at_5_max - value: 11.160384909564122 + value: 16.960051232392598 - type: nauc_precision_at_5_std - value: 4.587163311214582 + value: 3.0677906197565945 - type: nauc_recall_at_1000_diff1 - value: -18.605360521019925 + value: -16.397996018930495 - type: nauc_recall_at_1000_max - value: 13.992651128348363 + value: 12.038228696443342 - type: nauc_recall_at_1000_std - value: 34.89694237963353 + value: 30.69956640687237 - type: nauc_recall_at_100_diff1 - value: -11.425102107370193 + value: -11.55484201940982 - type: nauc_recall_at_100_max - value: 11.216164840931476 + value: 13.542075140974749 - type: nauc_recall_at_100_std - value: 27.72212545643919 + value: 24.60615035611708 - type: nauc_recall_at_10_diff1 - value: -3.140153977663016 + value: -3.025815419436788 - type: nauc_recall_at_10_max - value: 10.416214004945413 + value: 15.656448807768314 - type: nauc_recall_at_10_std - value: 10.251563605515395 + value: 8.819867674731574 - type: nauc_recall_at_1_diff1 - value: 71.30652188008001 + value: 69.24726718948668 - type: nauc_recall_at_1_max - value: 32.60802008342313 + value: 43.958413687770644 - type: nauc_recall_at_1_std - value: -12.29496015891874 + value: -12.056753426789658 - type: nauc_recall_at_20_diff1 - value: -6.45692165379055 + value: -6.346117648054507 - type: nauc_recall_at_20_max - value: 10.230224450813735 + value: 14.670286975939165 - type: nauc_recall_at_20_std - value: 15.935771905722335 + value: 14.430033095760383 - type: nauc_recall_at_3_diff1 - value: 8.381567860390362 + value: 9.012431714387384 - type: nauc_recall_at_3_max - value: 12.081292395675078 + value: 20.296332468299312 - type: nauc_recall_at_3_std - value: 0.05626041327321052 + value: -0.8697076229386763 - type: nauc_recall_at_5_diff1 - value: 2.4102262974666355 + value: 2.599230996069216 - type: nauc_recall_at_5_max - value: 11.160384909564078 + value: 16.960051232392622 - type: nauc_recall_at_5_std - value: 4.587163311214529 + value: 3.0677906197565834 - type: ndcg_at_1 - value: 77.78500000000001 + value: 76.583 - type: ndcg_at_10 - value: 68.65299999999999 + value: 67.836 - type: ndcg_at_100 - value: 71.69200000000001 + value: 70.884 - type: ndcg_at_1000 - value: 72.869 + value: 72.085 - type: ndcg_at_20 - value: 70.078 + value: 69.149 - type: ndcg_at_3 - value: 63.568000000000005 + value: 62.434 - type: ndcg_at_5 - value: 66.402 + value: 65.508 - type: precision_at_1 - value: 77.78500000000001 + value: 76.583 - type: precision_at_10 - value: 14.386 + value: 14.282 - type: precision_at_100 - value: 1.672 + value: 1.6650000000000003 - type: precision_at_1000 - value: 0.183 + value: 0.182 - type: precision_at_20 - value: 7.6499999999999995 + value: 7.564 - type: precision_at_3 - value: 40.473 + value: 39.684999999999995 - type: precision_at_5 - value: 26.515 + value: 26.239 - type: recall_at_1 - value: 38.893 + value: 38.292 - type: recall_at_10 - value: 71.931 + value: 71.411 - type: recall_at_100 - value: 83.619 + value: 83.255 - type: recall_at_1000 - value: 91.431 + value: 91.182 - type: recall_at_20 - value: 76.496 + value: 75.645 - type: recall_at_3 - value: 60.709 + value: 59.526999999999994 - type: recall_at_5 - value: 66.286 + value: 65.598 task: type: Retrieval - dataset: @@ -5490,17 +5490,17 @@ model-index: type: mteb/imdb metrics: - type: accuracy - value: 95.0268 + value: 91.6012 - type: ap - value: 92.72653250341486 + value: 88.68235390495911 - type: ap_weighted - value: 92.72653250341486 + value: 88.68235390495911 - type: f1 - value: 95.02503365717179 + value: 91.59668455015077 - type: f1_weighted - value: 95.02503365717179 + value: 91.59668455015077 - type: main_score - value: 95.0268 + value: 91.6012 task: type: Classification - dataset: @@ -5511,287 +5511,287 @@ model-index: type: mteb/msmarco metrics: - type: main_score - value: 35.191 + value: 34.216 - type: map_at_1 - value: 16.139 + value: 15.038000000000002 - type: map_at_10 - value: 28.101 + value: 27.046 - type: map_at_100 - value: 29.461 + value: 28.389999999999997 - type: map_at_1000 - value: 29.515 + value: 28.444999999999997 - type: map_at_20 - value: 28.936 + value: 27.872000000000003 - type: map_at_3 - value: 23.954 + value: 22.834 - type: map_at_5 - value: 26.308999999999997 + value: 25.153 - type: mrr_at_1 - value: 16.59025787965616 + value: 15.4297994269341 - type: mrr_at_10 - value: 28.583100241051344 + value: 27.478492973120332 - type: mrr_at_100 - value: 29.89488944200741 + value: 28.777080396786463 - type: mrr_at_1000 - value: 29.94198818201922 + value: 28.825658730635972 - type: mrr_at_20 - value: 29.397153289126486 + value: 28.286636068476597 - type: mrr_at_3 - value: 24.512893982807853 + value: 23.33333333333318 - type: mrr_at_5 - value: 26.840974212034318 + value: 25.614851957975105 - type: nauc_map_at_1000_diff1 - value: 29.92308133337915 + value: 27.54679600584162 - type: nauc_map_at_1000_max - value: -4.792013160789208 + value: 0.41510056128863393 - type: nauc_map_at_1000_std - value: -20.365722765519205 + value: -21.25666818469523 - type: nauc_map_at_100_diff1 - value: 29.927608009586475 + value: 27.549865152926362 - type: nauc_map_at_100_max - value: -4.813011061550381 + value: 0.41049620236650397 - type: nauc_map_at_100_std - value: -20.34066079647475 + value: -21.23460305948801 - type: nauc_map_at_10_diff1 - value: 29.85964417677257 + value: 27.46238928310728 - type: nauc_map_at_10_max - value: -5.020819297438392 + value: 0.3112462662068356 - type: nauc_map_at_10_std - value: -21.185600868900707 + value: -22.07687152339386 - type: nauc_map_at_1_diff1 - value: 31.91727354325134 + value: 30.7476883639058 - type: nauc_map_at_1_max - value: -3.3836191178002637 + value: -0.5565808781243076 - type: nauc_map_at_1_std - value: -18.94420033626203 + value: -19.834927817494012 - type: nauc_map_at_20_diff1 - value: 29.909409775064265 + value: 27.545155440501322 - type: nauc_map_at_20_max - value: -4.882624170262229 + value: 0.3473346558072676 - type: nauc_map_at_20_std - value: -20.737422787243176 + value: -21.61961934965919 - type: nauc_map_at_3_diff1 - value: 29.96619551770926 + value: 27.39879856077741 - type: nauc_map_at_3_max - value: -4.521984358305567 + value: 0.06402240126581103 - type: nauc_map_at_3_std - value: -20.675567430573214 + value: -21.617551469899993 - type: nauc_map_at_5_diff1 - value: 29.672157845793336 + value: 27.301329953007926 - type: nauc_map_at_5_max - value: -4.784226867946108 + value: 0.06942838790190704 - type: nauc_map_at_5_std - value: -21.090554010504313 + value: -22.27190645444131 - type: nauc_mrr_at_1000_diff1 - value: 29.57786251899136 + value: 27.270571100450564 - type: nauc_mrr_at_1000_max - value: -4.554864207268301 + value: 0.5200299838701339 - type: nauc_mrr_at_1000_std - value: -20.124071230468733 + value: -21.00132445753325 - type: nauc_mrr_at_100_diff1 - value: 29.57869911178864 + value: 27.270120718986174 - type: nauc_mrr_at_100_max - value: -4.568738533954914 + value: 0.522377923623997 - type: nauc_mrr_at_100_std - value: -20.097461372571754 + value: -20.974058126628332 - type: nauc_mrr_at_10_diff1 - value: 29.50101055760309 + value: 27.170393202051947 - type: nauc_mrr_at_10_max - value: -4.699465165716407 + value: 0.48873943205852266 - type: nauc_mrr_at_10_std - value: -20.85880213075095 + value: -21.738471675337966 - type: nauc_mrr_at_1_diff1 - value: 31.5283761916309 + value: 30.283202962075705 - type: nauc_mrr_at_1_max - value: -3.2410968598060226 + value: -0.5898023407161855 - type: nauc_mrr_at_1_std - value: -18.877804738741848 + value: -19.75269473049021 - type: nauc_mrr_at_20_diff1 - value: 29.55469091898283 + value: 27.274300680490825 - type: nauc_mrr_at_20_max - value: -4.6114669798589585 + value: 0.5104058227528672 - type: nauc_mrr_at_20_std - value: -20.433076769992457 + value: -21.30268935462482 - type: nauc_mrr_at_3_diff1 - value: 29.62441465248462 + value: 27.10789072891654 - type: nauc_mrr_at_3_max - value: -4.317634456438896 + value: 0.17628020950576678 - type: nauc_mrr_at_3_std - value: -20.545356421989975 + value: -21.472874492804447 - type: nauc_mrr_at_5_diff1 - value: 29.3174731757817 + value: 27.042048354996385 - type: nauc_mrr_at_5_max - value: -4.524554398532275 + value: 0.20508452891098314 - type: nauc_mrr_at_5_std - value: -20.87564955466439 + value: -22.006377363109006 - type: nauc_ndcg_at_1000_diff1 - value: 29.417049449756306 + value: 27.150914472847965 - type: nauc_ndcg_at_1000_max - value: -4.429863573283831 + value: 1.5041133804769482 - type: nauc_ndcg_at_1000_std - value: -18.672687178180762 + value: -19.524926037821043 - type: nauc_ndcg_at_100_diff1 - value: 29.52545788575206 + value: 27.228817990238145 - type: nauc_ndcg_at_100_max - value: -4.839548635918072 + value: 1.5569549852164712 - type: nauc_ndcg_at_100_std - value: -17.445902376477168 + value: -18.37783977195916 - type: nauc_ndcg_at_10_diff1 - value: 29.349337034114708 + value: 26.974908852930785 - type: nauc_ndcg_at_10_max - value: -5.654575625474153 + value: 0.9865201816077211 - type: nauc_ndcg_at_10_std - value: -21.867391862075433 + value: -22.744315865574556 - type: nauc_ndcg_at_1_diff1 - value: 31.5283761916309 + value: 30.283202962075705 - type: nauc_ndcg_at_1_max - value: -3.2410968598060226 + value: -0.5898023407161855 - type: nauc_ndcg_at_1_std - value: -18.877804738741848 + value: -19.75269473049021 - type: nauc_ndcg_at_20_diff1 - value: 29.478679665234736 + value: 27.256057260883644 - type: nauc_ndcg_at_20_max - value: -5.348280869926551 + value: 1.1507498856530942 - type: nauc_ndcg_at_20_std - value: -20.32251566103604 + value: -21.119059014816134 - type: nauc_ndcg_at_3_diff1 - value: 29.41586840338385 + value: 26.65932420136448 - type: nauc_ndcg_at_3_max - value: -4.737448759293484 + value: 0.36047390996708306 - type: nauc_ndcg_at_3_std - value: -21.114595209094198 + value: -22.129146087673426 - type: nauc_ndcg_at_5_diff1 - value: 28.95897834819025 + value: 26.553136747559307 - type: nauc_ndcg_at_5_max - value: -5.144033504465505 + value: 0.3914050774004603 - type: nauc_ndcg_at_5_std - value: -21.73482008242439 + value: -23.162245106694787 - type: nauc_precision_at_1000_diff1 - value: -4.773246418887565 + value: -3.219536411196315 - type: nauc_precision_at_1000_max - value: 18.94086713593158 + value: 18.58643056260195 - type: nauc_precision_at_1000_std - value: 14.940921913943725 + value: 13.96483533268961 - type: nauc_precision_at_100_diff1 - value: 15.529104524208284 + value: 15.240824308438475 - type: nauc_precision_at_100_max - value: 4.152043132226839 + value: 12.873759519468777 - type: nauc_precision_at_100_std - value: 15.362588630598356 + value: 12.669885011350335 - type: nauc_precision_at_10_diff1 - value: 26.327252473718293 + value: 24.02551103443631 - type: nauc_precision_at_10_max - value: -6.385696358427295 + value: 3.3412304054256636 - type: nauc_precision_at_10_std - value: -22.43695468265468 + value: -23.53436237582242 - type: nauc_precision_at_1_diff1 - value: 31.5283761916309 + value: 30.283202962075705 - type: nauc_precision_at_1_max - value: -3.2410968598060226 + value: -0.5898023407161855 - type: nauc_precision_at_1_std - value: -18.877804738741848 + value: -19.75269473049021 - type: nauc_precision_at_20_diff1 - value: 25.09386904802987 + value: 23.383618639354207 - type: nauc_precision_at_20_max - value: -4.384006847324815 + value: 5.1273224302435505 - type: nauc_precision_at_20_std - value: -15.476174306633775 + value: -16.069542485279715 - type: nauc_precision_at_3_diff1 - value: 27.88147581285313 + value: 24.289430079622484 - type: nauc_precision_at_3_max - value: -5.10330889992625 + value: 1.0047590622521345 - type: nauc_precision_at_3_std - value: -22.17804890064486 + value: -23.3073066696005 - type: nauc_precision_at_5_diff1 - value: 26.673260429548385 + value: 23.91964787477001 - type: nauc_precision_at_5_max - value: -5.849985467654149 + value: 1.503705757938403 - type: nauc_precision_at_5_std - value: -23.22704929951935 + value: -25.080465306807003 - type: nauc_recall_at_1000_diff1 - value: 11.078337058729081 + value: 18.559018331553045 - type: nauc_recall_at_1000_max - value: 29.31329518339392 + value: 41.916214927217126 - type: nauc_recall_at_1000_std - value: 61.689932707089845 + value: 59.856708470758704 - type: nauc_recall_at_100_diff1 - value: 27.694660226790095 + value: 26.471212604023354 - type: nauc_recall_at_100_max - value: -4.662880554456902 + value: 10.077350060389897 - type: nauc_recall_at_100_std - value: 17.291575712920476 + value: 14.153565507764215 - type: nauc_recall_at_10_diff1 - value: 28.14620642731046 + value: 26.05741155724461 - type: nauc_recall_at_10_max - value: -7.883918071832969 + value: 2.6492884997120534 - type: nauc_recall_at_10_std - value: -23.85382911185965 + value: -24.546907108105746 - type: nauc_recall_at_1_diff1 - value: 31.91727354325134 + value: 30.7476883639058 - type: nauc_recall_at_1_max - value: -3.3836191178002637 + value: -0.5565808781243076 - type: nauc_recall_at_1_std - value: -18.94420033626203 + value: -19.834927817494012 - type: nauc_recall_at_20_diff1 - value: 28.411188230736368 + value: 26.95859513457893 - type: nauc_recall_at_20_max - value: -7.489052404904147 + value: 3.521141192333191 - type: nauc_recall_at_20_std - value: -17.923010929300084 + value: -18.30474468147818 - type: nauc_recall_at_3_diff1 - value: 28.13888531840714 + value: 25.01086599052385 - type: nauc_recall_at_3_max - value: -5.385513963117635 + value: 0.9901526603339225 - type: nauc_recall_at_3_std - value: -22.09635477229696 + value: -23.299664759244102 - type: nauc_recall_at_5_diff1 - value: 27.197531472369057 + value: 24.792290263748747 - type: nauc_recall_at_5_max - value: -6.204044942502606 + value: 0.9968092335084938 - type: nauc_recall_at_5_std - value: -23.25902678179945 + value: -25.345195391263754 - type: ndcg_at_1 - value: 16.59 + value: 15.43 - type: ndcg_at_10 - value: 35.191 + value: 34.216 - type: ndcg_at_100 - value: 41.778999999999996 + value: 40.815 - type: ndcg_at_1000 - value: 43.126999999999995 + value: 42.202 - type: ndcg_at_20 - value: 38.153 + value: 37.179 - type: ndcg_at_3 - value: 26.718999999999998 + value: 25.588 - type: ndcg_at_5 - value: 30.919999999999998 + value: 29.724 - type: precision_at_1 - value: 16.59 + value: 15.43 - type: precision_at_10 - value: 5.992999999999999 + value: 5.918 - type: precision_at_100 - value: 0.927 + value: 0.922 - type: precision_at_1000 value: 0.104 - type: precision_at_20 - value: 3.6020000000000003 + value: 3.5700000000000003 - type: precision_at_3 - value: 11.815000000000001 + value: 11.442 - type: precision_at_5 - value: 9.218 + value: 8.966000000000001 - type: recall_at_1 - value: 16.139 + value: 15.038000000000002 - type: recall_at_10 - value: 57.272999999999996 + value: 56.627 - type: recall_at_100 - value: 87.819 + value: 87.399 - type: recall_at_1000 - value: 98.10900000000001 + value: 98.009 - type: recall_at_20 - value: 68.77 + value: 68.176 - type: recall_at_3 - value: 34.172999999999995 + value: 33.056000000000004 - type: recall_at_5 - value: 44.259 + value: 42.995 task: type: Retrieval - dataset: @@ -5802,13 +5802,13 @@ model-index: type: mteb/mtop_domain metrics: - type: accuracy - value: 97.57637938896491 + value: 89.54172366621066 - type: f1 - value: 97.39941554989736 + value: 88.86345617269791 - type: f1_weighted - value: 97.58495129362304 + value: 89.39824737643146 - type: main_score - value: 97.57637938896491 + value: 89.54172366621066 task: type: Classification - dataset: @@ -5819,13 +5819,13 @@ model-index: type: mteb/mtop_intent metrics: - type: accuracy - value: 86.08071135430917 + value: 62.08162334701323 - type: f1 - value: 60.67695519910473 + value: 43.12730019766516 - type: f1_weighted - value: 86.22253292076088 + value: 63.781545502237925 - type: main_score - value: 86.08071135430917 + value: 62.08162334701323 task: type: Classification - dataset: @@ -5836,13 +5836,13 @@ model-index: type: mteb/amazon_massive_intent metrics: - type: accuracy - value: 74.9394754539341 + value: 70.35642232683254 - type: f1 - value: 71.84595519829237 + value: 68.72302949991845 - type: f1_weighted - value: 73.7724380212837 + value: 69.3283349884127 - type: main_score - value: 74.9394754539341 + value: 70.35642232683254 task: type: Classification - dataset: @@ -5853,13 +5853,13 @@ model-index: type: mteb/amazon_massive_scenario metrics: - type: accuracy - value: 82.0611970410222 + value: 75.72965702757229 - type: f1 - value: 80.96764019308867 + value: 75.45057853223203 - type: f1_weighted - value: 81.75048816703206 + value: 75.51989582351723 - type: main_score - value: 82.0611970410222 + value: 75.72965702757229 task: type: Classification - dataset: @@ -5870,11 +5870,11 @@ model-index: type: mteb/medrxiv-clustering-p2p metrics: - type: main_score - value: 35.535315182381275 + value: 33.84359193475579 - type: v_measure - value: 35.535315182381275 + value: 33.84359193475579 - type: v_measure_std - value: 1.2947784991789062 + value: 1.206510814601397 task: type: Clustering - dataset: @@ -5885,11 +5885,11 @@ model-index: type: mteb/medrxiv-clustering-s2s metrics: - type: main_score - value: 32.701317380058356 + value: 32.43240060668634 - type: v_measure - value: 32.701317380058356 + value: 32.43240060668634 - type: v_measure_std - value: 1.212859415243672 + value: 1.4462915088372668 task: type: Clustering - dataset: @@ -5900,23 +5900,23 @@ model-index: type: mteb/mind_small metrics: - type: main_score - value: 31.586146859630325 + value: 32.17562277399934 - type: map - value: 31.586146859630325 + value: 32.17562277399934 - type: mrr - value: 32.74920599119196 + value: 33.359132186523716 - type: nAUC_map_diff1 - value: 11.669586995601716 + value: 9.64301950935433 - type: nAUC_map_max - value: -19.043343922416184 + value: -21.474489295623783 - type: nAUC_map_std - value: -0.002926267520007513 + value: -2.9044953039946035 - type: nAUC_mrr_diff1 - value: 11.132898797866952 + value: 9.376542394215578 - type: nAUC_mrr_max - value: -13.521554137760747 + value: -15.773926504219354 - type: nAUC_mrr_std - value: 1.6662256096686372 + value: -0.751930669185602 task: type: Reranking - dataset: @@ -5927,287 +5927,287 @@ model-index: type: mteb/nfcorpus metrics: - type: main_score - value: 34.493 + value: 33.816 - type: map_at_1 - value: 5.469 + value: 4.893 - type: map_at_10 - value: 12.681999999999999 + value: 12.154 - type: map_at_100 - value: 16.136 + value: 15.486 - type: map_at_1000 - value: 17.574 + value: 16.952 - type: map_at_20 - value: 14.063 + value: 13.424 - type: map_at_3 - value: 9.252 + value: 8.819 - type: map_at_5 - value: 11.03 + value: 10.238999999999999 - type: mrr_at_1 - value: 43.962848297213625 + value: 42.10526315789473 - type: mrr_at_10 - value: 53.748095729519854 + value: 52.01742100348912 - type: mrr_at_100 - value: 54.31371383821993 + value: 52.6554997087846 - type: mrr_at_1000 - value: 54.34550446424 + value: 52.69599552159355 - type: mrr_at_20 - value: 54.05753630252571 + value: 52.51069271775405 - type: mrr_at_3 - value: 51.34158926728587 + value: 49.79360165118682 - type: mrr_at_5 - value: 52.951496388028886 + value: 50.86171310629517 - type: nauc_map_at_1000_diff1 - value: 22.42945451651053 + value: 22.910384139189237 - type: nauc_map_at_1000_max - value: 25.044939905094555 + value: 30.904545032635593 - type: nauc_map_at_1000_std - value: 14.6947376252321 + value: 13.256381971531022 - type: nauc_map_at_100_diff1 - value: 24.05126858377848 + value: 23.657922060794174 - type: nauc_map_at_100_max - value: 24.260286968462943 + value: 30.463171555444095 - type: nauc_map_at_100_std - value: 11.274560706750162 + value: 9.403207435293652 - type: nauc_map_at_10_diff1 - value: 28.610449405636412 + value: 26.99577933867989 - type: nauc_map_at_10_max - value: 17.669350840567517 + value: 25.74855919514706 - type: nauc_map_at_10_std - value: -0.5603965547026133 + value: -1.946481502724064 - type: nauc_map_at_1_diff1 - value: 44.546139576048574 + value: 40.87773635213689 - type: nauc_map_at_1_max - value: 3.5966098414779686 + value: 18.50327114064488 - type: nauc_map_at_1_std - value: -15.204463497276185 + value: -12.884353353702357 - type: nauc_map_at_20_diff1 - value: 26.93971089998854 + value: 25.182212498762404 - type: nauc_map_at_20_max - value: 20.89952744553902 + value: 27.726995459601568 - type: nauc_map_at_20_std - value: 4.323667205452283 + value: 2.265717944376315 - type: nauc_map_at_3_diff1 - value: 34.03753780494977 + value: 32.24473894835545 - type: nauc_map_at_3_max - value: 10.951970261908517 + value: 19.73101542872105 - type: nauc_map_at_3_std - value: -8.942935860299977 + value: -10.159375851390948 - type: nauc_map_at_5_diff1 - value: 31.13647526539977 + value: 30.660429521421523 - type: nauc_map_at_5_max - value: 13.55486409562657 + value: 22.777642402610702 - type: nauc_map_at_5_std - value: -6.285335121924455 + value: -6.784458070696157 - type: nauc_mrr_at_1000_diff1 - value: 33.04380727929978 + value: 35.540967575378694 - type: nauc_mrr_at_1000_max - value: 40.97460730083534 + value: 43.94574660779749 - type: nauc_mrr_at_1000_std - value: 22.68307762886138 + value: 24.857915852637742 - type: nauc_mrr_at_100_diff1 - value: 33.038505852668905 + value: 35.54094740404627 - type: nauc_mrr_at_100_max - value: 41.004813808229976 + value: 43.9872938663598 - type: nauc_mrr_at_100_std - value: 22.727078227914703 + value: 24.908343520366564 - type: nauc_mrr_at_10_diff1 - value: 32.945102642427294 + value: 35.499666044876456 - type: nauc_mrr_at_10_max - value: 40.59087425732438 + value: 43.372579438993235 - type: nauc_mrr_at_10_std - value: 22.2969763977488 + value: 24.55532928065396 - type: nauc_mrr_at_1_diff1 - value: 34.55355095202985 + value: 38.71056728463544 - type: nauc_mrr_at_1_max - value: 34.35691144716251 + value: 39.77501110624803 - type: nauc_mrr_at_1_std - value: 16.025738199559136 + value: 18.0097891637449 - type: nauc_mrr_at_20_diff1 - value: 33.01684360381644 + value: 35.4778364740954 - type: nauc_mrr_at_20_max - value: 40.82433798731643 + value: 43.861500828057984 - type: nauc_mrr_at_20_std - value: 22.56838707992269 + value: 24.844940828191785 - type: nauc_mrr_at_3_diff1 - value: 33.2000664328818 + value: 36.14951749215073 - type: nauc_mrr_at_3_max - value: 40.65557927809233 + value: 43.66290737939861 - type: nauc_mrr_at_3_std - value: 21.640445622194292 + value: 23.797433124588736 - type: nauc_mrr_at_5_diff1 - value: 33.14724263980201 + value: 35.43660972677152 - type: nauc_mrr_at_5_max - value: 40.37502720649393 + value: 43.45685670163132 - type: nauc_mrr_at_5_std - value: 20.91483571628846 + value: 24.304648467662023 - type: nauc_ndcg_at_1000_diff1 - value: 23.13999445390973 + value: 22.759045127619025 - type: nauc_ndcg_at_1000_max - value: 40.904356797688244 + value: 44.41137470197231 - type: nauc_ndcg_at_1000_std - value: 31.135131225973755 + value: 31.38899922811944 - type: nauc_ndcg_at_100_diff1 - value: 21.60764588276507 + value: 21.163726384696464 - type: nauc_ndcg_at_100_max - value: 34.72455917031235 + value: 39.3884922679833 - type: nauc_ndcg_at_100_std - value: 26.084570343364895 + value: 25.839289801954113 - type: nauc_ndcg_at_10_diff1 - value: 21.273666650824712 + value: 22.897812670264933 - type: nauc_ndcg_at_10_max - value: 36.42637032684147 + value: 36.65843413176893 - type: nauc_ndcg_at_10_std - value: 25.854371107614753 + value: 24.11394501649861 - type: nauc_ndcg_at_1_diff1 - value: 35.40190534464431 + value: 39.06334823564591 - type: nauc_ndcg_at_1_max - value: 34.09394953710087 + value: 39.06248799073769 - type: nauc_ndcg_at_1_std - value: 15.082336268368568 + value: 18.05518784959287 - type: nauc_ndcg_at_20_diff1 - value: 20.629683502494935 + value: 21.898686330422414 - type: nauc_ndcg_at_20_max - value: 35.01440571472175 + value: 35.78404933092488 - type: nauc_ndcg_at_20_std - value: 26.1516323412204 + value: 24.304058306037895 - type: nauc_ndcg_at_3_diff1 - value: 27.314585132007803 + value: 29.999089941995827 - type: nauc_ndcg_at_3_max - value: 38.19301088947643 + value: 38.55806893862189 - type: nauc_ndcg_at_3_std - value: 22.37292581921333 + value: 20.82150155152541 - type: nauc_ndcg_at_5_diff1 - value: 24.033794102904647 + value: 26.920523658582933 - type: nauc_ndcg_at_5_max - value: 36.466778291326506 + value: 37.903305784392835 - type: nauc_ndcg_at_5_std - value: 23.15763774408816 + value: 22.36973654091273 - type: nauc_precision_at_1000_diff1 - value: -13.984096369493178 + value: -4.736357828440193 - type: nauc_precision_at_1000_max - value: 8.50221544384146 + value: 5.778552685188162 - type: nauc_precision_at_1000_std - value: 35.62592696752026 + value: 36.06941146251687 - type: nauc_precision_at_100_diff1 - value: -12.115042643624523 + value: -3.915151057855969 - type: nauc_precision_at_100_max - value: 21.139964351279062 + value: 18.188180874141302 - type: nauc_precision_at_100_std - value: 45.41323150126541 + value: 44.921932315349935 - type: nauc_precision_at_10_diff1 - value: 3.5604358960435594 + value: 6.335673291245972 - type: nauc_precision_at_10_max - value: 38.21371536948471 + value: 33.54781851431339 - type: nauc_precision_at_10_std - value: 40.093467246870674 + value: 36.77684118708833 - type: nauc_precision_at_1_diff1 - value: 34.55355095202985 + value: 38.71056728463544 - type: nauc_precision_at_1_max - value: 34.35691144716251 + value: 39.77501110624803 - type: nauc_precision_at_1_std - value: 16.025738199559136 + value: 18.0097891637449 - type: nauc_precision_at_20_diff1 - value: -2.2994929672216142 + value: 2.937163642087222 - type: nauc_precision_at_20_max - value: 33.41182551515417 + value: 28.379243786948336 - type: nauc_precision_at_20_std - value: 42.926074063475376 + value: 40.35532758983976 - type: nauc_precision_at_3_diff1 - value: 17.026846985190286 + value: 20.784494867231487 - type: nauc_precision_at_3_max - value: 40.78926087324481 + value: 38.495138401646045 - type: nauc_precision_at_3_std - value: 28.26154405706766 + value: 25.482915117972993 - type: nauc_precision_at_5_diff1 - value: 10.066105504177528 + value: 15.127184520975657 - type: nauc_precision_at_5_max - value: 38.397299240351515 + value: 37.30602533471322 - type: nauc_precision_at_5_std - value: 31.504726528569105 + value: 29.930880073455175 - type: nauc_recall_at_1000_diff1 - value: 5.433767085525343 + value: 2.3913140928424705 - type: nauc_recall_at_1000_max - value: 17.082294989371675 + value: 20.737140424377333 - type: nauc_recall_at_1000_std - value: 17.867147762696924 + value: 18.01670749520214 - type: nauc_recall_at_100_diff1 - value: 10.513494371628159 + value: 7.687164842123094 - type: nauc_recall_at_100_max - value: 19.63867418942476 + value: 23.62069259941976 - type: nauc_recall_at_100_std - value: 14.421450754520809 + value: 14.411637818706472 - type: nauc_recall_at_10_diff1 - value: 22.750728383486376 + value: 18.678074331558783 - type: nauc_recall_at_10_max - value: 15.735611146890621 + value: 19.514135963995347 - type: nauc_recall_at_10_std - value: -0.40290229377136233 + value: -2.8989513830052713 - type: nauc_recall_at_1_diff1 - value: 44.546139576048574 + value: 40.87773635213689 - type: nauc_recall_at_1_max - value: 3.5966098414779686 + value: 18.50327114064488 - type: nauc_recall_at_1_std - value: -15.204463497276185 + value: -12.884353353702357 - type: nauc_recall_at_20_diff1 - value: 22.44097500377964 + value: 14.926936076283534 - type: nauc_recall_at_20_max - value: 19.99783526750806 + value: 22.342969389987594 - type: nauc_recall_at_20_std - value: 5.831968175648315 + value: 2.6680867208648666 - type: nauc_recall_at_3_diff1 - value: 30.742501145388644 + value: 26.592132793572855 - type: nauc_recall_at_3_max - value: 11.887713348765457 + value: 16.71686152308387 - type: nauc_recall_at_3_std - value: -7.507756416467706 + value: -10.161239210194816 - type: nauc_recall_at_5_diff1 - value: 25.251057623903268 + value: 24.899494230211914 - type: nauc_recall_at_5_max - value: 11.530971742020508 + value: 19.59649962842324 - type: nauc_recall_at_5_std - value: -6.9727238554804005 + value: -6.76370389227844 - type: ndcg_at_1 - value: 42.57 + value: 40.867 - type: ndcg_at_10 - value: 34.493 + value: 33.816 - type: ndcg_at_100 - value: 31.912000000000003 + value: 31.239 - type: ndcg_at_1000 - value: 40.485 + value: 39.879 - type: ndcg_at_20 - value: 32.314 + value: 31.423000000000002 - type: ndcg_at_3 - value: 39.546 + value: 38.911 - type: ndcg_at_5 - value: 38.009 + value: 36.61 - type: precision_at_1 - value: 43.963 + value: 42.105 - type: precision_at_10 - value: 25.728 + value: 25.635 - type: precision_at_100 - value: 8.297 + value: 8.176 - type: precision_at_1000 - value: 2.094 + value: 2.092 - type: precision_at_20 - value: 19.288 + value: 18.823999999999998 - type: precision_at_3 - value: 37.564 + value: 37.461 - type: precision_at_5 - value: 33.375 + value: 32.507999999999996 - type: recall_at_1 - value: 5.469 + value: 4.893 - type: recall_at_10 - value: 16.733 + value: 16.773 - type: recall_at_100 - value: 32.867000000000004 + value: 32.958999999999996 - type: recall_at_1000 - value: 63.873000000000005 + value: 64.094 - type: recall_at_20 - value: 20.312 + value: 20.557 - type: recall_at_3 - value: 10.386 + value: 10.263 - type: recall_at_5 - value: 13.679 + value: 12.388 task: type: Retrieval - dataset: @@ -6218,287 +6218,287 @@ model-index: type: mteb/nq metrics: - type: main_score - value: 49.539 + value: 47.705999999999996 - type: map_at_1 - value: 26.016000000000002 + value: 24.09 - type: map_at_10 - value: 41.23 + value: 39.287 - type: map_at_100 - value: 42.466 + value: 40.567 - type: map_at_1000 - value: 42.494 + value: 40.6 - type: map_at_20 - value: 42.049 + value: 40.148 - type: map_at_3 - value: 36.272999999999996 + value: 34.302 - type: map_at_5 - value: 39.172000000000004 + value: 37.206 - type: mrr_at_1 - value: 29.634994206257243 + value: 27.28852838933951 - type: mrr_at_10 - value: 43.814949695598514 + value: 41.73792740348356 - type: mrr_at_100 - value: 44.75158330890793 + value: 42.700956318341376 - type: mrr_at_1000 - value: 44.76933611785972 + value: 42.721500078814096 - type: mrr_at_20 - value: 44.450136580422104 + value: 42.39774668731353 - type: mrr_at_3 - value: 39.56160679799143 + value: 37.35032831208959 - type: mrr_at_5 - value: 42.083333333333336 + value: 40.00965623792975 - type: nauc_map_at_1000_diff1 - value: 31.377733390159623 + value: 26.995052198015408 - type: nauc_map_at_1000_max - value: 10.852802240297759 + value: 15.20926829878716 - type: nauc_map_at_1000_std - value: -8.156368414989963 + value: -7.419434404678649 - type: nauc_map_at_100_diff1 - value: 31.37926107010834 + value: 26.98675665686633 - type: nauc_map_at_100_max - value: 10.866567017386616 + value: 15.232441822080464 - type: nauc_map_at_100_std - value: -8.13083658675661 + value: -7.3860325680943655 - type: nauc_map_at_10_diff1 - value: 31.302395420970413 + value: 27.2055488472847 - type: nauc_map_at_10_max - value: 10.696471249499485 + value: 15.22405773845232 - type: nauc_map_at_10_std - value: -8.608828614048587 + value: -7.997911271237045 - type: nauc_map_at_1_diff1 - value: 34.515378947817545 + value: 28.974098579091123 - type: nauc_map_at_1_max - value: 8.23278785130009 + value: 11.321507460392628 - type: nauc_map_at_1_std - value: -8.790135666737623 + value: -7.640518561754067 - type: nauc_map_at_20_diff1 - value: 31.405784027747636 + value: 26.975519720067403 - type: nauc_map_at_20_max - value: 10.743222784357599 + value: 15.270333199937241 - type: nauc_map_at_20_std - value: -8.336520716356294 + value: -7.593162904909118 - type: nauc_map_at_3_diff1 - value: 30.790756885918242 + value: 26.196529957905334 - type: nauc_map_at_3_max - value: 9.611996527156451 + value: 13.478166583287848 - type: nauc_map_at_3_std - value: -10.30419579409286 + value: -9.053865282739968 - type: nauc_map_at_5_diff1 - value: 31.018701056437692 + value: 26.79122911875148 - type: nauc_map_at_5_max - value: 10.415471498676181 + value: 14.282446217191469 - type: nauc_map_at_5_std - value: -9.267868426130615 + value: -9.094186973353946 - type: nauc_mrr_at_1000_diff1 - value: 30.954103753005274 + value: 26.759927337618993 - type: nauc_mrr_at_1000_max - value: 11.65610034595576 + value: 14.825954255654228 - type: nauc_mrr_at_1000_std - value: -6.236607914879178 + value: -6.105406137980129 - type: nauc_mrr_at_100_diff1 - value: 30.95419964742793 + value: 26.74960844122087 - type: nauc_mrr_at_100_max - value: 11.67074501272962 + value: 14.843683127357762 - type: nauc_mrr_at_100_std - value: -6.2148004414091504 + value: -6.076356380149935 - type: nauc_mrr_at_10_diff1 - value: 30.909871849241917 + value: 26.944765214641325 - type: nauc_mrr_at_10_max - value: 11.663150347843652 + value: 14.94642107131636 - type: nauc_mrr_at_10_std - value: -6.412145873320221 + value: -6.336027654512049 - type: nauc_mrr_at_1_diff1 - value: 33.69803436461973 + value: 28.63557135887537 - type: nauc_mrr_at_1_max - value: 9.810616582626253 + value: 11.997480919271911 - type: nauc_mrr_at_1_std - value: -6.5168183653335845 + value: -6.415779575057592 - type: nauc_mrr_at_20_diff1 - value: 30.97036659208301 + value: 26.707684527732884 - type: nauc_mrr_at_20_max - value: 11.615291040042264 + value: 14.891955656316206 - type: nauc_mrr_at_20_std - value: -6.317206649176624 + value: -6.170926409650526 - type: nauc_mrr_at_3_diff1 - value: 30.347687412668307 + value: 26.09833571219951 - type: nauc_mrr_at_3_max - value: 11.045997984562728 + value: 13.619335397303093 - type: nauc_mrr_at_3_std - value: -7.344237528386735 + value: -6.99260621640241 - type: nauc_mrr_at_5_diff1 - value: 30.607591550974323 + value: 26.509106156499758 - type: nauc_mrr_at_5_max - value: 11.478687020349025 + value: 14.309307369143232 - type: nauc_mrr_at_5_std - value: -6.773130489910162 + value: -7.036129929142912 - type: nauc_ndcg_at_1000_diff1 - value: 30.721715941822435 + value: 26.58998518885675 - type: nauc_ndcg_at_1000_max - value: 12.363613568822352 + value: 16.730704716377872 - type: nauc_ndcg_at_1000_std - value: -6.083916245339269 + value: -5.39551318704605 - type: nauc_ndcg_at_100_diff1 - value: 30.608831858292408 + value: 26.367304449158542 - type: nauc_ndcg_at_100_max - value: 12.894646588979683 + value: 17.497911381186437 - type: nauc_ndcg_at_100_std - value: -5.148801091143074 + value: -4.274806854701229 - type: nauc_ndcg_at_10_diff1 - value: 30.483771661792847 + value: 27.275827813350823 - type: nauc_ndcg_at_10_max - value: 12.18129035771911 + value: 17.61502848669633 - type: nauc_ndcg_at_10_std - value: -7.165744970217042 + value: -6.706786953638304 - type: nauc_ndcg_at_1_diff1 - value: 33.79845141868468 + value: 28.73750705322627 - type: nauc_ndcg_at_1_max - value: 9.88864563426806 + value: 12.034842420318594 - type: nauc_ndcg_at_1_std - value: -6.43552016535101 + value: -6.331175328355812 - type: nauc_ndcg_at_20_diff1 - value: 30.77504113488907 + value: 26.334025198409822 - type: nauc_ndcg_at_20_max - value: 12.28245448589153 + value: 17.855473370518965 - type: nauc_ndcg_at_20_std - value: -6.325276590452571 + value: -5.403020940844481 - type: nauc_ndcg_at_3_diff1 - value: 29.602918057743278 + value: 25.45388148358677 - type: nauc_ndcg_at_3_max - value: 10.39055264754259 + value: 14.079983701064627 - type: nauc_ndcg_at_3_std - value: -10.014843769784985 + value: -8.890083252778314 - type: nauc_ndcg_at_5_diff1 - value: 29.94463296702168 + value: 26.33612130048854 - type: nauc_ndcg_at_5_max - value: 11.551920125900473 + value: 15.450244767383477 - type: nauc_ndcg_at_5_std - value: -8.48593988495145 + value: -9.054428820466049 - type: nauc_precision_at_1000_diff1 - value: -5.690546724212895 + value: -5.4513464358643935 - type: nauc_precision_at_1000_max - value: 9.109366247129207 + value: 5.371939619810606 - type: nauc_precision_at_1000_std - value: 14.65465630262207 + value: 14.8654667034019 - type: nauc_precision_at_100_diff1 - value: -1.2336613199255233 + value: -1.3987377525099691 - type: nauc_precision_at_100_max - value: 14.632255993612098 + value: 13.911794092689838 - type: nauc_precision_at_100_std - value: 20.106751006299508 + value: 21.429657983736398 - type: nauc_precision_at_10_diff1 - value: 16.156638161044377 + value: 17.11455042469293 - type: nauc_precision_at_10_max - value: 15.461271728023455 + value: 22.09155979887235 - type: nauc_precision_at_10_std - value: 4.613330902566019 + value: 4.5779383691575335 - type: nauc_precision_at_1_diff1 - value: 33.79845141868468 + value: 28.73750705322627 - type: nauc_precision_at_1_max - value: 9.88864563426806 + value: 12.034842420318594 - type: nauc_precision_at_1_std - value: -6.43552016535101 + value: -6.331175328355812 - type: nauc_precision_at_20_diff1 - value: 10.833258836740004 + value: 8.866920301402327 - type: nauc_precision_at_20_max - value: 14.399547246551503 + value: 20.465524038064146 - type: nauc_precision_at_20_std - value: 10.691750912308304 + value: 11.77414197569535 - type: nauc_precision_at_3_diff1 - value: 23.440967729505452 + value: 20.723368404844305 - type: nauc_precision_at_3_max - value: 12.708378101618688 + value: 16.257890926808553 - type: nauc_precision_at_3_std - value: -7.2002199170375105 + value: -6.290754270412709 - type: nauc_precision_at_5_diff1 - value: 20.632161061662867 + value: 20.209421398374488 - type: nauc_precision_at_5_max - value: 14.803138265646187 + value: 18.627423971893325 - type: nauc_precision_at_5_std - value: -1.9170585171231866 + value: -4.6989054258140355 - type: nauc_recall_at_1000_diff1 - value: 17.469814268756277 + value: 16.326550389848265 - type: nauc_recall_at_1000_max - value: 67.91132861575576 + value: 72.55345747292822 - type: nauc_recall_at_1000_std - value: 59.719785001643054 + value: 63.7692611505317 - type: nauc_recall_at_100_diff1 - value: 20.871489158949146 + value: 16.03698346212984 - type: nauc_recall_at_100_max - value: 42.25616221901811 + value: 50.432030846802064 - type: nauc_recall_at_100_std - value: 41.83257983711543 + value: 43.37937315409283 - type: nauc_recall_at_10_diff1 - value: 26.116159187824273 + value: 26.91743922623231 - type: nauc_recall_at_10_max - value: 15.673928195577544 + value: 26.28334350051652 - type: nauc_recall_at_10_std - value: -4.068034337550412 + value: -3.6769327984943248 - type: nauc_recall_at_1_diff1 - value: 34.515378947817545 + value: 28.974098579091123 - type: nauc_recall_at_1_max - value: 8.23278785130009 + value: 11.321507460392628 - type: nauc_recall_at_1_std - value: -8.790135666737623 + value: -7.640518561754067 - type: nauc_recall_at_20_diff1 - value: 26.830515495608314 + value: 21.32293933043855 - type: nauc_recall_at_20_max - value: 17.956121895077352 + value: 31.996089227364994 - type: nauc_recall_at_20_std - value: 1.8149755315374414 + value: 5.0730478086085995 - type: nauc_recall_at_3_diff1 - value: 25.57777694351554 + value: 22.708520483632753 - type: nauc_recall_at_3_max - value: 10.768605841163243 + value: 14.897940279836913 - type: nauc_recall_at_3_std - value: -11.548054988544685 + value: -10.081304729280403 - type: nauc_recall_at_5_diff1 - value: 25.69071002325843 + value: 24.140285353276628 - type: nauc_recall_at_5_max - value: 13.248151375739594 + value: 17.99130898455 - type: nauc_recall_at_5_std - value: -8.31127808515032 + value: -11.006510541854203 - type: ndcg_at_1 - value: 29.605999999999998 + value: 27.26 - type: ndcg_at_10 - value: 49.539 + value: 47.705999999999996 - type: ndcg_at_100 - value: 54.67999999999999 + value: 53.016 - type: ndcg_at_1000 - value: 55.287 + value: 53.715 - type: ndcg_at_20 - value: 52.196 + value: 50.498 - type: ndcg_at_3 - value: 40.111999999999995 + value: 38.124 - type: ndcg_at_5 - value: 44.983000000000004 + value: 43.097 - type: precision_at_1 - value: 29.605999999999998 + value: 27.26 - type: precision_at_10 - value: 8.607 + value: 8.447000000000001 - type: precision_at_100 - value: 1.147 + value: 1.139 - type: precision_at_1000 value: 0.121 - type: precision_at_20 - value: 4.938 + value: 4.874 - type: precision_at_3 - value: 18.627 + value: 17.835 - type: precision_at_5 - value: 13.927999999999999 + value: 13.517000000000001 - type: recall_at_1 - value: 26.016000000000002 + value: 24.09 - type: recall_at_10 - value: 72.51100000000001 + value: 71.10600000000001 - type: recall_at_100 - value: 94.60499999999999 + value: 93.953 - type: recall_at_1000 - value: 99.054 + value: 99.073 - type: recall_at_20 - value: 82.353 + value: 81.523 - type: recall_at_3 - value: 47.989 + value: 46.174 - type: recall_at_5 - value: 59.243 + value: 57.677 task: type: Retrieval - dataset: @@ -6509,287 +6509,287 @@ model-index: type: mteb/quora metrics: - type: main_score - value: 89.387 + value: 89.676 - type: map_at_1 - value: 71.61699999999999 + value: 72.103 - type: map_at_10 - value: 85.785 + value: 86.14500000000001 - type: map_at_100 - value: 86.407 + value: 86.765 - type: map_at_1000 - value: 86.42 + value: 86.776 - type: map_at_20 - value: 86.206 + value: 86.562 - type: map_at_3 - value: 82.867 + value: 83.214 - type: map_at_5 - value: 84.736 + value: 85.103 - type: mrr_at_1 - value: 82.49 + value: 83.05 - type: mrr_at_10 - value: 88.59147619047603 + value: 88.93702380952368 - type: mrr_at_100 - value: 88.67100295673903 + value: 89.01863878447548 - type: mrr_at_1000 - value: 88.67132516200078 + value: 89.01885795102484 - type: mrr_at_20 - value: 88.6561804240649 + value: 88.99974718680856 - type: mrr_at_3 - value: 87.72499999999982 + value: 88.08333333333313 - type: mrr_at_5 - value: 88.34599999999975 + value: 88.71633333333311 - type: nauc_map_at_1000_diff1 - value: 77.75322227698767 + value: 78.13997479130329 - type: nauc_map_at_1000_max - value: 27.15325474904755 + value: 33.16799361159121 - type: nauc_map_at_1000_std - value: -45.950703261401266 + value: -55.1863277755837 - type: nauc_map_at_100_diff1 - value: 77.75046471198675 + value: 78.14023553984367 - type: nauc_map_at_100_max - value: 27.125684918574887 + value: 33.13369714413867 - type: nauc_map_at_100_std - value: -46.00793046653974 + value: -55.23540842004624 - type: nauc_map_at_10_diff1 - value: 77.96301805869726 + value: 78.37080186192892 - type: nauc_map_at_10_max - value: 26.63787475984541 + value: 32.57134371768262 - type: nauc_map_at_10_std - value: -48.2092244990593 + value: -57.373890318858635 - type: nauc_map_at_1_diff1 - value: 81.04847175933422 + value: 81.43018798912361 - type: nauc_map_at_1_max - value: 20.828021860691376 + value: 25.19409927583946 - type: nauc_map_at_1_std - value: -40.4427741623345 + value: -48.22311263550707 - type: nauc_map_at_20_diff1 - value: 77.82691021180123 + value: 78.2531228519997 - type: nauc_map_at_20_max - value: 26.979439675350086 + value: 32.93544556033276 - type: nauc_map_at_20_std - value: -46.94206477224242 + value: -56.1055098795547 - type: nauc_map_at_3_diff1 - value: 78.57251235300281 + value: 78.87676183243428 - type: nauc_map_at_3_max - value: 24.306776325229592 + value: 30.20611964511498 - type: nauc_map_at_3_std - value: -50.446232609379706 + value: -58.43976419533779 - type: nauc_map_at_5_diff1 - value: 78.23538738312993 + value: 78.74187209420451 - type: nauc_map_at_5_max - value: 26.005150155221003 + value: 31.54047365144067 - type: nauc_map_at_5_std - value: -49.72081450369548 + value: -58.97219700125237 - type: nauc_mrr_at_1000_diff1 - value: 78.29655431237718 + value: 78.95748141758239 - type: nauc_mrr_at_1000_max - value: 29.392496550114718 + value: 35.915215848182335 - type: nauc_mrr_at_1000_std - value: -41.08607589889516 + value: -51.60783225234237 - type: nauc_mrr_at_100_diff1 - value: 78.29662146607758 + value: 78.95727688352294 - type: nauc_mrr_at_100_max - value: 29.393300424020218 + value: 35.915856450202206 - type: nauc_mrr_at_100_std - value: -41.086465937239026 + value: -51.60782742807526 - type: nauc_mrr_at_10_diff1 - value: 78.30206302797494 + value: 78.97062716064038 - type: nauc_mrr_at_10_max - value: 29.367617601691403 + value: 35.98944352252478 - type: nauc_mrr_at_10_std - value: -41.241804159667225 + value: -51.77952280125023 - type: nauc_mrr_at_1_diff1 - value: 79.00375724290345 + value: 79.56130369111403 - type: nauc_mrr_at_1_max - value: 29.763227602149133 + value: 35.942655751158995 - type: nauc_mrr_at_1_std - value: -37.58361433096388 + value: -48.53333294529543 - type: nauc_mrr_at_20_diff1 - value: 78.29875275029173 + value: 78.96215019750328 - type: nauc_mrr_at_20_max - value: 29.39463895371502 + value: 35.91684162704735 - type: nauc_mrr_at_20_std - value: -41.13808938179999 + value: -51.67122079763854 - type: nauc_mrr_at_3_diff1 - value: 78.04981713424701 + value: 78.70330923531215 - type: nauc_mrr_at_3_max - value: 28.760448174610858 + value: 35.87542341241571 - type: nauc_mrr_at_3_std - value: -42.25770370267669 + value: -51.87635339239034 - type: nauc_mrr_at_5_diff1 - value: 78.24030781659526 + value: 78.99544950827739 - type: nauc_mrr_at_5_max - value: 29.4627965404159 + value: 35.965125484837266 - type: nauc_mrr_at_5_std - value: -41.48382971161236 + value: -52.11029578138711 - type: nauc_ndcg_at_1000_diff1 - value: 77.63586978346414 + value: 78.10303471223646 - type: nauc_ndcg_at_1000_max - value: 28.36041361858413 + value: 34.72596142439839 - type: nauc_ndcg_at_1000_std - value: -43.84956631664592 + value: -53.2962525848089 - type: nauc_ndcg_at_100_diff1 - value: 77.5782899412669 + value: 78.06267135641467 - type: nauc_ndcg_at_100_max - value: 28.175349147299023 + value: 34.54419033520112 - type: nauc_ndcg_at_100_std - value: -44.03384730985532 + value: -53.5392586501254 - type: nauc_ndcg_at_10_diff1 - value: 77.65612732311726 + value: 78.17567073559658 - type: nauc_ndcg_at_10_max - value: 27.447934213310145 + value: 33.787109792594144 - type: nauc_ndcg_at_10_std - value: -47.477846933136206 + value: -57.23628218329926 - type: nauc_ndcg_at_1_diff1 - value: 79.00375724290345 + value: 79.5420688434198 - type: nauc_ndcg_at_1_max - value: 29.763227602149133 + value: 36.07066857529557 - type: nauc_ndcg_at_1_std - value: -37.58361433096388 + value: -48.48781152561791 - type: nauc_ndcg_at_20_diff1 - value: 77.6857905925127 + value: 78.21739679352075 - type: nauc_ndcg_at_20_max - value: 27.85965135690326 + value: 34.04005309785922 - type: nauc_ndcg_at_20_std - value: -46.035623659567534 + value: -55.65001368252659 - type: nauc_ndcg_at_3_diff1 - value: 77.20000663124452 + value: 77.47445949226606 - type: nauc_ndcg_at_3_max - value: 25.83926946771269 + value: 32.77007174469541 - type: nauc_ndcg_at_3_std - value: -48.46047480037077 + value: -56.260910342535894 - type: nauc_ndcg_at_5_diff1 - value: 77.47304156996891 + value: 78.15994882398387 - type: nauc_ndcg_at_5_max - value: 27.277217473255703 + value: 33.11497252066444 - type: nauc_ndcg_at_5_std - value: -48.29036456924513 + value: -58.346472568678664 - type: nauc_precision_at_1000_diff1 - value: -44.34289619168728 + value: -45.22108856190449 - type: nauc_precision_at_1000_max - value: -3.3267888861609882 + value: -3.769158876252231 - type: nauc_precision_at_1000_std - value: 40.7640626789122 + value: 43.723870330086925 - type: nauc_precision_at_100_diff1 - value: -44.40180123691582 + value: -45.23758967194308 - type: nauc_precision_at_100_max - value: -4.036815279824888 + value: -4.363166810337138 - type: nauc_precision_at_100_std - value: 40.258738157948144 + value: 42.94820379534783 - type: nauc_precision_at_10_diff1 - value: -40.174969736392725 + value: -40.752163951230585 - type: nauc_precision_at_10_max - value: -1.2107921107014503 + value: -1.6169274191392247 - type: nauc_precision_at_10_std - value: 26.914317558152383 + value: 29.249486658726266 - type: nauc_precision_at_1_diff1 - value: 79.00375724290345 + value: 79.5420688434198 - type: nauc_precision_at_1_max - value: 29.763227602149133 + value: 36.07066857529557 - type: nauc_precision_at_1_std - value: -37.58361433096388 + value: -48.48781152561791 - type: nauc_precision_at_20_diff1 - value: -42.997551532370395 + value: -43.52965345142954 - type: nauc_precision_at_20_max - value: -2.7260912846581435 + value: -3.410765512192599 - type: nauc_precision_at_20_std - value: 33.47494527610656 + value: 36.265002036696245 - type: nauc_precision_at_3_diff1 - value: -21.172181060238913 + value: -21.947123522182608 - type: nauc_precision_at_3_max - value: 4.5591660958836835 + value: 6.055908914766165 - type: nauc_precision_at_3_std - value: 4.474651862429931 + value: 6.408586281581511 - type: nauc_precision_at_5_diff1 - value: -33.376618015297154 + value: -34.130820418059265 - type: nauc_precision_at_5_max - value: 1.7302644290575764 + value: 1.1109424247006825 - type: nauc_precision_at_5_std - value: 16.980633045220895 + value: 18.488513018473114 - type: nauc_recall_at_1000_diff1 - value: 58.24743045343488 + value: 47.996662934260556 - type: nauc_recall_at_1000_max - value: -21.258859048904625 + value: 11.574413075464337 - type: nauc_recall_at_1000_std - value: 5.841590725271873 + value: -39.2955614699843 - type: nauc_recall_at_100_diff1 - value: 64.62432244425025 + value: 64.12162282642701 - type: nauc_recall_at_100_max - value: 11.438889005688548 + value: 17.595341249984035 - type: nauc_recall_at_100_std - value: -48.21565456849923 + value: -74.41045136381057 - type: nauc_recall_at_10_diff1 - value: 73.84516212868728 + value: 75.16961616005102 - type: nauc_recall_at_10_max - value: 21.581336143130912 + value: 28.68309207235788 - type: nauc_recall_at_10_std - value: -71.40446430175044 + value: -82.81198733010936 - type: nauc_recall_at_1_diff1 - value: 81.04847175933422 + value: 81.43018798912361 - type: nauc_recall_at_1_max - value: 20.828021860691376 + value: 25.19409927583946 - type: nauc_recall_at_1_std - value: -40.4427741623345 + value: -48.22311263550707 - type: nauc_recall_at_20_diff1 - value: 74.07490425440125 + value: 75.94655772120838 - type: nauc_recall_at_20_max - value: 22.741699258253938 + value: 26.033082267707137 - type: nauc_recall_at_20_std - value: -75.22910750948694 + value: -87.8035845729173 - type: nauc_recall_at_3_diff1 - value: 74.81258758793922 + value: 75.18135051463966 - type: nauc_recall_at_3_max - value: 19.256464797371688 + value: 25.829788998048713 - type: nauc_recall_at_3_std - value: -61.27309744783545 + value: -66.40001628991527 - type: nauc_recall_at_5_diff1 - value: 73.49570838483187 + value: 75.32388475941752 - type: nauc_recall_at_5_max - value: 22.485129670655922 + value: 26.600470217631152 - type: nauc_recall_at_5_std - value: -64.95541946081566 + value: -76.75029218302441 - type: ndcg_at_1 - value: 82.49 + value: 83.06 - type: ndcg_at_10 - value: 89.387 + value: 89.676 - type: ndcg_at_100 - value: 90.464 + value: 90.745 - type: ndcg_at_1000 - value: 90.533 + value: 90.802 - type: ndcg_at_20 - value: 90.01599999999999 + value: 90.293 - type: ndcg_at_3 - value: 86.726 + value: 87.01299999999999 - type: ndcg_at_5 - value: 88.249 + value: 88.578 - type: precision_at_1 - value: 82.49 + value: 83.06 - type: precision_at_10 - value: 13.543 + value: 13.599 - type: precision_at_100 - value: 1.5350000000000001 + value: 1.54 - type: precision_at_1000 value: 0.157 - type: precision_at_20 - value: 7.185 + value: 7.2139999999999995 - type: precision_at_3 - value: 37.983 + value: 38.067 - type: precision_at_5 - value: 24.954 + value: 25.06 - type: recall_at_1 - value: 71.61699999999999 + value: 72.103 - type: recall_at_10 - value: 96.207 + value: 96.269 - type: recall_at_100 - value: 99.726 + value: 99.776 - type: recall_at_1000 - value: 99.991 + value: 99.995 - type: recall_at_20 - value: 98.188 + value: 98.20400000000001 - type: recall_at_3 - value: 88.466 + value: 88.59700000000001 - type: recall_at_5 - value: 92.83200000000001 + value: 93.015 task: type: Retrieval - dataset: @@ -6800,11 +6800,11 @@ model-index: type: mteb/reddit-clustering metrics: - type: main_score - value: 55.165421795067815 + value: 57.6315484268519 - type: v_measure - value: 55.165421795067815 + value: 57.6315484268519 - type: v_measure_std - value: 4.407201142010862 + value: 4.96160605448604 task: type: Clustering - dataset: @@ -6815,11 +6815,11 @@ model-index: type: mteb/reddit-clustering-p2p metrics: - type: main_score - value: 64.40104113698271 + value: 65.10459556169661 - type: v_measure - value: 64.40104113698271 + value: 65.10459556169661 - type: v_measure_std - value: 13.302523246335362 + value: 12.297830143436506 task: type: Clustering - dataset: @@ -6830,287 +6830,287 @@ model-index: type: mteb/scidocs metrics: - type: main_score - value: 20.429 + value: 20.241 - type: map_at_1 - value: 4.868 + value: 4.585 - type: map_at_10 - value: 12.27 + value: 12.179 - type: map_at_100 - value: 14.332 + value: 14.185 - type: map_at_1000 - value: 14.625 + value: 14.485999999999999 - type: map_at_20 - value: 13.333 + value: 13.211 - type: map_at_3 - value: 8.795 + value: 8.671 - type: map_at_5 - value: 10.392 + value: 10.312000000000001 - type: mrr_at_1 - value: 24.0 + value: 22.7 - type: mrr_at_10 - value: 34.65333333333329 + value: 33.75805555555551 - type: mrr_at_100 - value: 35.674251079833766 + value: 34.817297940294345 - type: mrr_at_1000 - value: 35.73520785942911 + value: 34.883397077676406 - type: mrr_at_20 - value: 35.22774876654128 + value: 34.38700212283411 - type: mrr_at_3 - value: 31.166666666666664 + value: 30.483333333333306 - type: mrr_at_5 - value: 33.281666666666624 + value: 32.408333333333275 - type: nauc_map_at_1000_diff1 - value: 17.399043123319522 + value: 14.799522136525983 - type: nauc_map_at_1000_max - value: 31.2734183775543 + value: 34.787460217244785 - type: nauc_map_at_1000_std - value: 17.077403711100832 + value: 18.09344563882231 - type: nauc_map_at_100_diff1 - value: 17.403713887640865 + value: 14.768945434423111 - type: nauc_map_at_100_max - value: 31.27377201272501 + value: 34.7296008481421 - type: nauc_map_at_100_std - value: 16.87360366282937 + value: 17.862302470008842 - type: nauc_map_at_10_diff1 - value: 17.359001538120168 + value: 14.144901666255635 - type: nauc_map_at_10_max - value: 30.468920168811948 + value: 32.717524928702204 - type: nauc_map_at_10_std - value: 13.380268231544715 + value: 14.61297873647561 - type: nauc_map_at_1_diff1 - value: 21.421764472532455 + value: 24.110400950369463 - type: nauc_map_at_1_max - value: 22.406495947870948 + value: 28.717709149236846 - type: nauc_map_at_1_std - value: 7.278461750059741 + value: 9.47019097868293 - type: nauc_map_at_20_diff1 - value: 17.309681501618616 + value: 14.60910237598006 - type: nauc_map_at_20_max - value: 30.723309484933736 + value: 34.41168874995483 - type: nauc_map_at_20_std - value: 15.103661234366466 + value: 16.8281730049661 - type: nauc_map_at_3_diff1 - value: 19.21373088647576 + value: 16.927638840219913 - type: nauc_map_at_3_max - value: 28.20473469906757 + value: 30.943529346638215 - type: nauc_map_at_3_std - value: 8.112728025403056 + value: 8.770011702871889 - type: nauc_map_at_5_diff1 - value: 18.058060387271972 + value: 15.149404949142397 - type: nauc_map_at_5_max - value: 30.126841947570814 + value: 32.21505246043176 - type: nauc_map_at_5_std - value: 10.52754125285907 + value: 11.327982631457365 - type: nauc_mrr_at_1000_diff1 - value: 19.441702934302622 + value: 20.74353214383309 - type: nauc_mrr_at_1000_max - value: 25.596393086654306 + value: 32.03632971500104 - type: nauc_mrr_at_1000_std - value: 12.03335655261492 + value: 13.888511855973434 - type: nauc_mrr_at_100_diff1 - value: 19.45550504725835 + value: 20.729669159574993 - type: nauc_mrr_at_100_max - value: 25.616075945406113 + value: 32.04616144275277 - type: nauc_mrr_at_100_std - value: 12.064272002353919 + value: 13.909503435758552 - type: nauc_mrr_at_10_diff1 - value: 19.439283557585867 + value: 20.68902799696533 - type: nauc_mrr_at_10_max - value: 25.630347604493288 + value: 32.06338386152125 - type: nauc_mrr_at_10_std - value: 12.031032042077703 + value: 13.774587429590262 - type: nauc_mrr_at_1_diff1 - value: 21.522585669781943 + value: 23.923563127598772 - type: nauc_mrr_at_1_max - value: 22.47948118859334 + value: 28.66045286040102 - type: nauc_mrr_at_1_std - value: 7.382278936017263 + value: 9.324543818990804 - type: nauc_mrr_at_20_diff1 - value: 19.41398208318509 + value: 20.75062648249425 - type: nauc_mrr_at_20_max - value: 25.627882587061446 + value: 32.07720087059192 - type: nauc_mrr_at_20_std - value: 12.073194157092846 + value: 13.99626011275507 - type: nauc_mrr_at_3_diff1 - value: 19.605200019472257 + value: 21.28016610687942 - type: nauc_mrr_at_3_max - value: 25.325244620209876 + value: 31.378222612242958 - type: nauc_mrr_at_3_std - value: 9.621890524197736 + value: 11.873532774618438 - type: nauc_mrr_at_5_diff1 - value: 19.39540169944071 + value: 20.553867571063165 - type: nauc_mrr_at_5_max - value: 25.603584740156034 + value: 32.0086355849153 - type: nauc_mrr_at_5_std - value: 11.176904475558963 + value: 13.390002782582572 - type: nauc_ndcg_at_1000_diff1 - value: 16.677472512130397 + value: 16.18725835208729 - type: nauc_ndcg_at_1000_max - value: 30.803531883263386 + value: 36.31956949239469 - type: nauc_ndcg_at_1000_std - value: 24.271183062150264 + value: 24.60962249502986 - type: nauc_ndcg_at_100_diff1 - value: 17.36630862763037 + value: 16.080952256468766 - type: nauc_ndcg_at_100_max - value: 31.94802140143363 + value: 36.836773125169934 - type: nauc_ndcg_at_100_std - value: 23.50492571448407 + value: 23.486496647173155 - type: nauc_ndcg_at_10_diff1 - value: 16.96591943739385 + value: 14.992050388748346 - type: nauc_ndcg_at_10_max - value: 29.983229462186355 + value: 33.69147398978967 - type: nauc_ndcg_at_10_std - value: 16.195748077489096 + value: 17.50282505569243 - type: nauc_ndcg_at_1_diff1 - value: 21.522585669781943 + value: 23.923563127598772 - type: nauc_ndcg_at_1_max - value: 22.47948118859334 + value: 28.66045286040102 - type: nauc_ndcg_at_1_std - value: 7.382278936017263 + value: 9.324543818990804 - type: nauc_ndcg_at_20_diff1 - value: 16.95752397256498 + value: 15.823547784233455 - type: nauc_ndcg_at_20_max - value: 30.17083071239411 + value: 36.18197091556912 - type: nauc_ndcg_at_20_std - value: 18.58280825082001 + value: 20.836130350813587 - type: nauc_ndcg_at_3_diff1 - value: 18.84612108439313 + value: 17.463404815086445 - type: nauc_ndcg_at_3_max - value: 27.98191818651593 + value: 31.775390145640543 - type: nauc_ndcg_at_3_std - value: 9.424277024329921 + value: 10.613295919918224 - type: nauc_ndcg_at_5_diff1 - value: 17.508065912086675 + value: 15.58999290484695 - type: nauc_ndcg_at_5_max - value: 29.611412732203608 + value: 32.98927404083336 - type: nauc_ndcg_at_5_std - value: 12.623793734445126 + value: 13.95090164575397 - type: nauc_precision_at_1000_diff1 - value: 6.265199779097322 + value: 8.606689567686072 - type: nauc_precision_at_1000_max - value: 20.008066463216657 + value: 25.80568112038825 - type: nauc_precision_at_1000_std - value: 35.98021866405677 + value: 33.49354016345421 - type: nauc_precision_at_100_diff1 - value: 11.877723135952802 + value: 11.096364034281708 - type: nauc_precision_at_100_max - value: 28.979530033834557 + value: 33.095554194808315 - type: nauc_precision_at_100_std - value: 33.61448120665875 + value: 30.31514346435903 - type: nauc_precision_at_10_diff1 - value: 13.347374773447774 + value: 10.362661293325996 - type: nauc_precision_at_10_max - value: 29.532781336663056 + value: 32.23480074406134 - type: nauc_precision_at_10_std - value: 20.58195880074721 + value: 21.320659854598354 - type: nauc_precision_at_1_diff1 - value: 21.522585669781943 + value: 23.923563127598772 - type: nauc_precision_at_1_max - value: 22.47948118859334 + value: 28.66045286040102 - type: nauc_precision_at_1_std - value: 7.382278936017263 + value: 9.324543818990804 - type: nauc_precision_at_20_diff1 - value: 12.623490622184555 + value: 11.731217258112276 - type: nauc_precision_at_20_max - value: 27.985132320790147 + value: 35.49265680709476 - type: nauc_precision_at_20_std - value: 24.017624920206707 + value: 26.68721816769851 - type: nauc_precision_at_3_diff1 - value: 17.586564287642346 + value: 14.622634083058628 - type: nauc_precision_at_3_max - value: 30.03148650786217 + value: 32.8256707695311 - type: nauc_precision_at_3_std - value: 10.379451374554094 + value: 11.441812061728767 - type: nauc_precision_at_5_diff1 - value: 14.824891223085926 + value: 11.382590357991592 - type: nauc_precision_at_5_max - value: 31.410239486293527 + value: 33.40649468969605 - type: nauc_precision_at_5_std - value: 15.624402346760954 + value: 16.422568951127378 - type: nauc_recall_at_1000_diff1 - value: 6.310837044332995 + value: 8.277183806243393 - type: nauc_recall_at_1000_max - value: 20.095529403256776 + value: 25.520354250846594 - type: nauc_recall_at_1000_std - value: 36.54872612878018 + value: 34.48676735616856 - type: nauc_recall_at_100_diff1 - value: 12.038563848928966 + value: 10.8973527517937 - type: nauc_recall_at_100_max - value: 28.986817020127525 + value: 32.78606622733229 - type: nauc_recall_at_100_std - value: 33.54721716249713 + value: 30.54756167683916 - type: nauc_recall_at_10_diff1 - value: 13.26933896316366 + value: 10.241195369539595 - type: nauc_recall_at_10_max - value: 29.38186602785486 + value: 31.93427995053164 - type: nauc_recall_at_10_std - value: 20.275621953504526 + value: 21.22066565209421 - type: nauc_recall_at_1_diff1 - value: 21.421764472532455 + value: 24.110400950369463 - type: nauc_recall_at_1_max - value: 22.406495947870948 + value: 28.717709149236846 - type: nauc_recall_at_1_std - value: 7.278461750059741 + value: 9.47019097868293 - type: nauc_recall_at_20_diff1 - value: 12.570312459960123 + value: 11.486528161594357 - type: nauc_recall_at_20_max - value: 27.709620758158497 + value: 35.08150781519915 - type: nauc_recall_at_20_std - value: 23.607200666051515 + value: 26.533619286721965 - type: nauc_recall_at_3_diff1 - value: 17.403838471827413 + value: 14.409769092274422 - type: nauc_recall_at_3_max - value: 30.03567479942994 + value: 32.60821765433334 - type: nauc_recall_at_3_std - value: 10.168877039526405 + value: 11.348744265520075 - type: nauc_recall_at_5_diff1 - value: 14.617283448905278 + value: 11.156286383427009 - type: nauc_recall_at_5_max - value: 31.260794318671316 + value: 33.060053009570325 - type: nauc_recall_at_5_std - value: 15.292480271424239 + value: 16.305557433000203 - type: ndcg_at_1 - value: 24.0 + value: 22.7 - type: ndcg_at_10 - value: 20.429 + value: 20.241 - type: ndcg_at_100 - value: 28.327999999999996 + value: 28.005000000000003 - type: ndcg_at_1000 - value: 33.489999999999995 + value: 33.337 - type: ndcg_at_20 - value: 23.236 + value: 23.035 - type: ndcg_at_3 - value: 19.36 + value: 19.225 - type: ndcg_at_5 - value: 16.866 + value: 16.73 - type: precision_at_1 - value: 24.0 + value: 22.7 - type: precision_at_10 value: 10.58 - type: precision_at_100 - value: 2.196 + value: 2.176 - type: precision_at_1000 - value: 0.344 + value: 0.345 - type: precision_at_20 value: 6.9 - type: precision_at_3 - value: 17.967 + value: 18.2 - type: precision_at_5 - value: 14.74 + value: 14.799999999999999 - type: recall_at_1 - value: 4.868 + value: 4.585 - type: recall_at_10 - value: 21.47 + value: 21.462 - type: recall_at_100 - value: 44.622 + value: 44.196999999999996 - type: recall_at_1000 - value: 69.777 + value: 70.1 - type: recall_at_20 - value: 28.028 + value: 28.006999999999998 - type: recall_at_3 - value: 10.933 + value: 11.078000000000001 - type: recall_at_5 - value: 14.948 + value: 15.018 task: type: Retrieval - dataset: @@ -7121,23 +7121,23 @@ model-index: type: mteb/sickr-sts metrics: - type: cosine_pearson - value: 83.56937382314794 + value: 84.36926725932263 - type: cosine_spearman - value: 79.63245426461405 + value: 79.92986896006748 - type: euclidean_pearson - value: 81.23038281326936 + value: 81.60738350267255 - type: euclidean_spearman - value: 79.63246287500021 + value: 79.92986857077926 - type: main_score - value: 79.63245426461405 + value: 79.92986896006748 - type: manhattan_pearson - value: 81.22715334724163 + value: 81.5923069536872 - type: manhattan_spearman - value: 79.47235517811446 + value: 79.73172626220187 - type: pearson - value: 83.56937382314794 + value: 84.36926725932263 - type: spearman - value: 79.63245426461405 + value: 79.92986896006748 task: type: STS - dataset: @@ -7148,23 +7148,23 @@ model-index: type: mteb/sts12-sts metrics: - type: cosine_pearson - value: 87.94074172378106 + value: 85.34145297379273 - type: cosine_spearman - value: 81.49535893255212 + value: 76.66847347731301 - type: euclidean_pearson - value: 85.67127466141365 + value: 81.43408805079034 - type: euclidean_spearman - value: 81.49519105826656 + value: 76.6680945379484 - type: main_score - value: 81.49535893255212 + value: 76.66847347731301 - type: manhattan_pearson - value: 85.7939378777207 + value: 81.69812210080966 - type: manhattan_spearman - value: 81.68788285150019 + value: 77.00962684551284 - type: pearson - value: 87.94074172378106 + value: 85.34145297379273 - type: spearman - value: 81.49535893255212 + value: 76.66847347731301 task: type: STS - dataset: @@ -7175,23 +7175,23 @@ model-index: type: mteb/sts13-sts metrics: - type: cosine_pearson - value: 83.13868249088958 + value: 84.5234167909779 - type: cosine_spearman - value: 84.49255715794354 + value: 84.86841413445535 - type: euclidean_pearson - value: 83.94702761019037 + value: 84.17741655183796 - type: euclidean_spearman - value: 84.49261181536836 + value: 84.86841405901674 - type: main_score - value: 84.49255715794354 + value: 84.86841413445535 - type: manhattan_pearson - value: 84.05461037469608 + value: 84.15491829147086 - type: manhattan_spearman - value: 84.58504951653568 + value: 84.93066841323679 - type: pearson - value: 83.13868249088958 + value: 84.5234167909779 - type: spearman - value: 84.49255715794354 + value: 84.86841413445535 task: type: STS - dataset: @@ -7202,23 +7202,23 @@ model-index: type: mteb/sts14-sts metrics: - type: cosine_pearson - value: 80.86639951141099 + value: 83.42559938022957 - type: cosine_spearman - value: 80.05601661201852 + value: 80.10636060670153 - type: euclidean_pearson - value: 80.97495767233256 + value: 82.31695543050009 - type: euclidean_spearman - value: 80.05600716279979 + value: 80.10637586616073 - type: main_score - value: 80.05601661201852 + value: 80.10636060670153 - type: manhattan_pearson - value: 80.68673997093622 + value: 82.15731596876633 - type: manhattan_spearman - value: 79.895855702411 + value: 80.02499151302123 - type: pearson - value: 80.86639951141099 + value: 83.42559938022957 - type: spearman - value: 80.05601661201852 + value: 80.10636060670153 task: type: STS - dataset: @@ -7229,23 +7229,23 @@ model-index: type: mteb/sts15-sts metrics: - type: cosine_pearson - value: 84.13791770600066 + value: 87.98708135949613 - type: cosine_spearman - value: 86.54345663501209 + value: 88.69670049389599 - type: euclidean_pearson - value: 85.62978165451675 + value: 87.73091071499016 - type: euclidean_spearman - value: 86.54346234593214 + value: 88.69669966606001 - type: main_score - value: 86.54345663501209 + value: 88.69670049389599 - type: manhattan_pearson - value: 85.3032964455555 + value: 87.52276751048582 - type: manhattan_spearman - value: 86.30088652823572 + value: 88.5214230554986 - type: pearson - value: 84.13791770600066 + value: 87.98708135949613 - type: spearman - value: 86.54345663501209 + value: 88.69670049389599 task: type: STS - dataset: @@ -7256,23 +7256,23 @@ model-index: type: mteb/sts16-sts metrics: - type: cosine_pearson - value: 84.40315982722548 + value: 83.38330950325803 - type: cosine_spearman - value: 85.40751435377788 + value: 84.62194600310691 - type: euclidean_pearson - value: 84.35271010578505 + value: 83.4921014845454 - type: euclidean_spearman - value: 85.40751373941698 + value: 84.62194539439683 - type: main_score - value: 85.40751435377788 + value: 84.62194600310691 - type: manhattan_pearson - value: 84.17785174793401 + value: 83.27754689500482 - type: manhattan_spearman - value: 85.23156904732424 + value: 84.37797144965002 - type: pearson - value: 84.40315982722548 + value: 83.38330950325803 - type: spearman - value: 85.40751435377788 + value: 84.62194600310691 task: type: STS - dataset: @@ -7283,23 +7283,23 @@ model-index: type: mteb/sts17-crosslingual-sts metrics: - type: cosine_pearson - value: 59.98924365555529 + value: 64.3970938916265 - type: cosine_spearman - value: 60.12821686053337 + value: 64.20857293171593 - type: euclidean_pearson - value: 60.90431312863765 + value: 64.70484646950464 - type: euclidean_spearman - value: 60.12821686053337 + value: 64.20857293171593 - type: main_score - value: 60.12821686053337 + value: 64.20857293171593 - type: manhattan_pearson - value: 59.05369093717122 + value: 63.61585574374933 - type: manhattan_spearman - value: 57.65837693471568 + value: 62.52898030084564 - type: pearson - value: 59.98924365555529 + value: 64.3970938916265 - type: spearman - value: 60.12821686053337 + value: 64.20857293171593 task: type: STS - dataset: @@ -7310,23 +7310,23 @@ model-index: type: mteb/sts17-crosslingual-sts metrics: - type: cosine_pearson - value: 74.95271349225828 + value: 78.3035787778662 - type: cosine_spearman - value: 75.43839974308261 + value: 78.85326338385796 - type: euclidean_pearson - value: 75.68179466828151 + value: 78.59090666313418 - type: euclidean_spearman - value: 75.43839974308261 + value: 78.85326338385796 - type: main_score - value: 75.43839974308261 + value: 78.85326338385796 - type: manhattan_pearson - value: 75.4848070012919 + value: 78.4961035895383 - type: manhattan_spearman - value: 74.92507658877852 + value: 78.42104373908565 - type: pearson - value: 74.95271349225828 + value: 78.3035787778662 - type: spearman - value: 75.43839974308261 + value: 78.85326338385796 task: type: STS - dataset: @@ -7337,23 +7337,23 @@ model-index: type: mteb/sts17-crosslingual-sts metrics: - type: cosine_pearson - value: 86.18555151297676 + value: 88.20922919233338 - type: cosine_spearman - value: 86.40304228488033 + value: 87.94347302365394 - type: euclidean_pearson - value: 86.8788548303146 + value: 87.98965741145625 - type: euclidean_spearman - value: 86.40304228488033 + value: 87.94347302365394 - type: main_score - value: 86.40304228488033 + value: 87.94347302365394 - type: manhattan_pearson - value: 86.79312171236047 + value: 87.94636580768939 - type: manhattan_spearman - value: 86.26008520753594 + value: 87.82077364455115 - type: pearson - value: 86.18555151297676 + value: 88.20922919233338 - type: spearman - value: 86.40304228488033 + value: 87.94347302365394 task: type: STS - dataset: @@ -7364,23 +7364,23 @@ model-index: type: mteb/sts17-crosslingual-sts metrics: - type: cosine_pearson - value: 54.99479996647493 + value: 58.50589296592958 - type: cosine_spearman - value: 53.67766339389046 + value: 57.045627811103 - type: euclidean_pearson - value: 55.32473081178422 + value: 58.54066429107441 - type: euclidean_spearman - value: 53.67766339389046 + value: 57.045627811103 - type: main_score - value: 53.67766339389046 + value: 57.045627811103 - type: manhattan_pearson - value: 54.66604584985125 + value: 57.77923152721202 - type: manhattan_spearman - value: 52.48322788533404 + value: 55.832507020505886 - type: pearson - value: 54.99479996647493 + value: 58.50589296592958 - type: spearman - value: 53.67766339389046 + value: 57.045627811103 task: type: STS - dataset: @@ -7391,23 +7391,23 @@ model-index: type: mteb/sts17-crosslingual-sts metrics: - type: cosine_pearson - value: 76.65184590191937 + value: 79.01593420315352 - type: cosine_spearman - value: 78.04569100389011 + value: 79.86309144376173 - type: euclidean_pearson - value: 77.11425698246029 + value: 78.85136309334905 - type: euclidean_spearman - value: 78.04569100389011 + value: 79.86309144376173 - type: main_score - value: 78.04569100389011 + value: 79.86309144376173 - type: manhattan_pearson - value: 77.34799982307821 + value: 78.87419337945624 - type: manhattan_spearman - value: 78.22975685912238 + value: 80.0980944874198 - type: pearson - value: 76.65184590191937 + value: 79.01593420315352 - type: spearman - value: 78.04569100389011 + value: 79.86309144376173 task: type: STS - dataset: @@ -7418,23 +7418,23 @@ model-index: type: mteb/sts17-crosslingual-sts metrics: - type: cosine_pearson - value: 76.30743924244035 + value: 79.67432399995894 - type: cosine_spearman - value: 75.2110676227775 + value: 79.12303288340163 - type: euclidean_pearson - value: 77.10837892816058 + value: 79.721668775324 - type: euclidean_spearman - value: 75.2110676227775 + value: 79.12303288340163 - type: main_score - value: 75.2110676227775 + value: 79.12303288340163 - type: manhattan_pearson - value: 76.814009334774 + value: 79.33800466555394 - type: manhattan_spearman - value: 74.96159426113054 + value: 78.30603645374914 - type: pearson - value: 76.30743924244035 + value: 79.67432399995894 - type: spearman - value: 75.2110676227775 + value: 79.12303288340163 task: type: STS - dataset: @@ -7445,23 +7445,23 @@ model-index: type: mteb/sts17-crosslingual-sts metrics: - type: cosine_pearson - value: 75.11771819741416 + value: 78.92024449526863 - type: cosine_spearman - value: 74.96778304560281 + value: 79.06471992660374 - type: euclidean_pearson - value: 75.56941540554674 + value: 78.85388657114522 - type: euclidean_spearman - value: 74.96778304560281 + value: 79.06471992660374 - type: main_score - value: 74.96778304560281 + value: 79.06471992660374 - type: manhattan_pearson - value: 75.18422319871718 + value: 78.56658857806735 - type: manhattan_spearman - value: 74.45788102060328 + value: 78.5908742980949 - type: pearson - value: 75.11771819741416 + value: 78.92024449526863 - type: spearman - value: 74.96778304560281 + value: 79.06471992660374 task: type: STS - dataset: @@ -7472,23 +7472,23 @@ model-index: type: mteb/sts17-crosslingual-sts metrics: - type: cosine_pearson - value: 72.42454093118816 + value: 76.64708509569135 - type: cosine_spearman - value: 71.9097547231894 + value: 75.76775070804274 - type: euclidean_pearson - value: 73.04051728705643 + value: 76.69358579979829 - type: euclidean_spearman - value: 71.9097547231894 + value: 75.76775070804274 - type: main_score - value: 71.9097547231894 + value: 75.76775070804274 - type: manhattan_pearson - value: 72.5487755597775 + value: 76.28750520391006 - type: manhattan_spearman - value: 71.080265405627 + value: 75.30493726054976 - type: pearson - value: 72.42454093118816 + value: 76.64708509569135 - type: spearman - value: 71.9097547231894 + value: 75.76775070804274 task: type: STS - dataset: @@ -7499,23 +7499,23 @@ model-index: type: mteb/sts22-crosslingual-sts metrics: - type: cosine_pearson - value: 69.3881685924264 + value: 69.07403446182418 - type: cosine_spearman - value: 69.37162939123382 + value: 68.99668192503603 - type: euclidean_pearson - value: 70.5377770359738 + value: 70.82685591260719 - type: euclidean_spearman - value: 69.37162939123382 + value: 68.99668192503603 - type: main_score - value: 69.37162939123382 + value: 68.99668192503603 - type: manhattan_pearson - value: 70.86501303890763 + value: 70.94201332797343 - type: manhattan_spearman - value: 69.54018077011284 + value: 68.98821773218067 - type: pearson - value: 69.3881685924264 + value: 69.07403446182418 - type: spearman - value: 69.37162939123382 + value: 68.99668192503603 task: type: STS - dataset: @@ -7526,23 +7526,23 @@ model-index: type: mteb/sts22-crosslingual-sts metrics: - type: cosine_pearson - value: 64.64985744446284 + value: 65.95032307094047 - type: cosine_spearman - value: 63.89323074678119 + value: 63.15571038787516 - type: euclidean_pearson - value: 66.9623010036117 + value: 68.31815956207403 - type: euclidean_spearman - value: 63.89323074678119 + value: 63.15571038787516 - type: main_score - value: 63.89323074678119 + value: 63.15571038787516 - type: manhattan_pearson - value: 68.60076281156398 + value: 69.57471678363024 - type: manhattan_spearman - value: 64.80183430943912 + value: 63.78770917466211 - type: pearson - value: 64.64985744446284 + value: 65.95032307094047 - type: spearman - value: 63.89323074678119 + value: 63.15571038787516 task: type: STS - dataset: @@ -7553,23 +7553,23 @@ model-index: type: mteb/sts22-crosslingual-sts metrics: - type: cosine_pearson - value: 78.95094282575697 + value: 76.57985370197574 - type: cosine_spearman - value: 80.66341954222823 + value: 78.61171041249278 - type: euclidean_pearson - value: 79.7677956183949 + value: 77.64916374513423 - type: euclidean_spearman - value: 80.66341954222823 + value: 78.61182871621082 - type: main_score - value: 80.66341954222823 + value: 78.61171041249278 - type: manhattan_pearson - value: 81.52201735972797 + value: 79.45516154600577 - type: manhattan_spearman - value: 81.65309541429473 + value: 79.81770224017768 - type: pearson - value: 78.95094282575697 + value: 76.57985370197574 - type: spearman - value: 80.66341954222823 + value: 78.61171041249278 task: type: STS - dataset: @@ -7580,23 +7580,23 @@ model-index: type: mteb/sts22-crosslingual-sts metrics: - type: cosine_pearson - value: 77.99167158750629 + value: 78.66979183071325 - type: cosine_spearman - value: 77.00326330683939 + value: 76.74899167835852 - type: euclidean_pearson - value: 77.60571751826936 + value: 78.89780095637012 - type: euclidean_spearman - value: 77.00326330683939 + value: 76.74899167835852 - type: main_score - value: 77.00326330683939 + value: 76.74899167835852 - type: manhattan_pearson - value: 78.19839585217989 + value: 79.18536398264527 - type: manhattan_spearman - value: 78.44894390841364 + value: 77.8533686712189 - type: pearson - value: 77.99167158750629 + value: 78.66979183071325 - type: spearman - value: 77.00326330683939 + value: 76.74899167835852 task: type: STS - dataset: @@ -7607,23 +7607,23 @@ model-index: type: mteb/sts22-crosslingual-sts metrics: - type: cosine_pearson - value: 77.21035942564082 + value: 75.65018415517595 - type: cosine_spearman - value: 76.57212143103963 + value: 74.96983110528109 - type: euclidean_pearson - value: 78.03973868360728 + value: 77.0199252096022 - type: euclidean_spearman - value: 76.57212143103963 + value: 75.05313744822759 - type: main_score - value: 76.57212143103963 + value: 74.96983110528109 - type: manhattan_pearson - value: 78.16591898142042 + value: 77.28747618528581 - type: manhattan_spearman - value: 76.83958214147293 + value: 74.95188542213391 - type: pearson - value: 77.21035942564082 + value: 75.65018415517595 - type: spearman - value: 76.57212143103963 + value: 74.96983110528109 task: type: STS - dataset: @@ -7634,23 +7634,23 @@ model-index: type: mteb/stsbenchmark-sts metrics: - type: cosine_pearson - value: 81.21615375003084 + value: 84.89952732150343 - type: cosine_spearman - value: 84.2970803211202 + value: 86.06896054399277 - type: euclidean_pearson - value: 83.54765755364517 + value: 85.69195853460913 - type: euclidean_spearman - value: 84.2970803211202 + value: 86.06896054399277 - type: main_score - value: 84.2970803211202 + value: 86.06896054399277 - type: manhattan_pearson - value: 83.2769664077453 + value: 85.56550688049849 - type: manhattan_spearman - value: 84.09545601307758 + value: 85.96422284827248 - type: pearson - value: 81.21615375003084 + value: 84.89952732150343 - type: spearman - value: 84.2970803211202 + value: 86.06896054399277 task: type: STS - dataset: @@ -7661,23 +7661,23 @@ model-index: type: mteb/scidocs-reranking metrics: - type: main_score - value: 80.72245608609909 + value: 81.89447973144247 - type: map - value: 80.72245608609909 + value: 81.89447973144247 - type: mrr - value: 94.86804408373035 + value: 95.02511830943203 - type: nAUC_map_diff1 - value: 3.565293868431913 + value: 3.3432260393863147 - type: nAUC_map_max - value: 53.87118155384518 + value: 54.252667154593915 - type: nAUC_map_std - value: 69.73850807835032 + value: 68.86046114121041 - type: nAUC_mrr_diff1 - value: 48.33938058863373 + value: 48.53496653582678 - type: nAUC_mrr_max - value: 82.0796869926262 + value: 85.71793394587537 - type: nAUC_mrr_std - value: 79.20228314778093 + value: 80.13736591117815 task: type: Reranking - dataset: @@ -7688,287 +7688,287 @@ model-index: type: mteb/scifact metrics: - type: main_score - value: 72.604 + value: 73.055 - type: map_at_1 - value: 57.05 + value: 57.760999999999996 - type: map_at_10 - value: 68.026 + value: 68.73700000000001 - type: map_at_100 - value: 68.54299999999999 + value: 69.248 - type: map_at_1000 - value: 68.56 + value: 69.271 - type: map_at_20 - value: 68.329 + value: 69.059 - type: map_at_3 - value: 65.565 + value: 66.235 - type: map_at_5 - value: 66.81899999999999 + value: 67.843 - type: mrr_at_1 - value: 60.0 + value: 60.66666666666667 - type: mrr_at_10 - value: 68.97116402116401 + value: 69.7063492063492 - type: mrr_at_100 - value: 69.43171438050388 + value: 70.13874332314896 - type: mrr_at_1000 - value: 69.44900642374887 + value: 70.16105806682286 - type: mrr_at_20 - value: 69.25799802049801 + value: 69.97925265738732 - type: mrr_at_3 - value: 67.11111111111111 + value: 68.0 - type: mrr_at_5 - value: 68.27777777777779 + value: 69.16666666666667 - type: nauc_map_at_1000_diff1 - value: 66.45098144160822 + value: 70.43790903123511 - type: nauc_map_at_1000_max - value: 52.26713946112144 + value: 54.58438799194478 - type: nauc_map_at_1000_std - value: -3.2435941711161194 + value: -2.3233833924225875 - type: nauc_map_at_100_diff1 - value: 66.45069255591629 + value: 70.43647328927425 - type: nauc_map_at_100_max - value: 52.277529223166994 + value: 54.60393233697298 - type: nauc_map_at_100_std - value: -3.236289003540743 + value: -2.296496281894915 - type: nauc_map_at_10_diff1 - value: 66.50847900934123 + value: 70.36871958614046 - type: nauc_map_at_10_max - value: 52.56336813799116 + value: 54.67011099551128 - type: nauc_map_at_10_std - value: -3.2225840417202547 + value: -2.7009625352656426 - type: nauc_map_at_1_diff1 - value: 69.8066007922827 + value: 74.99352374397856 - type: nauc_map_at_1_max - value: 46.19700236373352 + value: 50.00344836993502 - type: nauc_map_at_1_std - value: -11.167127232139137 + value: -8.698012201837718 - type: nauc_map_at_20_diff1 - value: 66.49775686319742 + value: 70.28211747093155 - type: nauc_map_at_20_max - value: 52.31488178119375 + value: 54.553120080500996 - type: nauc_map_at_20_std - value: -3.528866881477926 + value: -2.5857819931480246 - type: nauc_map_at_3_diff1 - value: 67.0124735448113 + value: 71.42267536616798 - type: nauc_map_at_3_max - value: 51.47207513467635 + value: 54.14853872152404 - type: nauc_map_at_3_std - value: -4.688170694240992 + value: -3.3672073293896654 - type: nauc_map_at_5_diff1 - value: 66.37338579400031 + value: 70.5522364898511 - type: nauc_map_at_5_max - value: 51.03182506884805 + value: 53.82183956625946 - type: nauc_map_at_5_std - value: -4.090110073585303 + value: -3.8112884869905086 - type: nauc_mrr_at_1000_diff1 - value: 66.13316468798861 + value: 70.31304494231345 - type: nauc_mrr_at_1000_max - value: 53.18661162667272 + value: 55.634864405262206 - type: nauc_mrr_at_1000_std - value: -1.1549432899803578 + value: -0.9073602724006471 - type: nauc_mrr_at_100_diff1 - value: 66.13308912088833 + value: 70.31169722312256 - type: nauc_mrr_at_100_max - value: 53.196523181344176 + value: 55.653794547616464 - type: nauc_mrr_at_100_std - value: -1.148961396684306 + value: -0.8812919296154862 - type: nauc_mrr_at_10_diff1 - value: 66.11198414850364 + value: 70.20728957800745 - type: nauc_mrr_at_10_max - value: 53.45434553493992 + value: 55.82409315449895 - type: nauc_mrr_at_10_std - value: -1.0202103385535555 + value: -1.075930464035488 - type: nauc_mrr_at_1_diff1 - value: 69.18818640546156 + value: 74.42858144028513 - type: nauc_mrr_at_1_max - value: 50.224102107450285 + value: 54.28150936595816 - type: nauc_mrr_at_1_std - value: -4.4508756307510104 + value: -2.2125887288127233 - type: nauc_mrr_at_20_diff1 - value: 66.12038286624204 + value: 70.12751951178618 - type: nauc_mrr_at_20_max - value: 53.23900442821744 + value: 55.646395586345186 - type: nauc_mrr_at_20_std - value: -1.3453691424031584 + value: -1.0679937201638918 - type: nauc_mrr_at_3_diff1 - value: 66.23482655095762 + value: 70.83694438588687 - type: nauc_mrr_at_3_max - value: 53.519304370411625 + value: 56.13927732102838 - type: nauc_mrr_at_3_std - value: -1.0512555098049736 + value: -0.7791089874218045 - type: nauc_mrr_at_5_diff1 - value: 65.63605277411375 + value: 70.10204767208957 - type: nauc_mrr_at_5_max - value: 53.17390536531564 + value: 55.42591427914719 - type: nauc_mrr_at_5_std - value: -0.5198682324341892 + value: -1.4764758924309185 - type: nauc_ndcg_at_1000_diff1 - value: 65.85075826609345 + value: 69.51940238503862 - type: nauc_ndcg_at_1000_max - value: 53.814329968179045 + value: 55.49401934363413 - type: nauc_ndcg_at_1000_std - value: -0.9856729250792472 + value: -0.6435033619960048 - type: nauc_ndcg_at_100_diff1 - value: 65.78229528993444 + value: 69.42773837942757 - type: nauc_ndcg_at_100_max - value: 54.1747645815977 + value: 56.08697787789855 - type: nauc_ndcg_at_100_std - value: -0.47502756295876847 + value: 0.34308668749330745 - type: nauc_ndcg_at_10_diff1 - value: 66.00876580480991 + value: 68.78081835695725 - type: nauc_ndcg_at_10_max - value: 55.06235713538037 + value: 56.23279741387973 - type: nauc_ndcg_at_10_std - value: -1.5534145585575012 + value: -1.6400901664189715 - type: nauc_ndcg_at_1_diff1 - value: 69.18818640546156 + value: 74.42858144028513 - type: nauc_ndcg_at_1_max - value: 50.224102107450285 + value: 54.28150936595816 - type: nauc_ndcg_at_1_std - value: -4.4508756307510104 + value: -2.2125887288127233 - type: nauc_ndcg_at_20_diff1 - value: 65.95831573232856 + value: 68.4553683006882 - type: nauc_ndcg_at_20_max - value: 54.24206688010573 + value: 55.74277759291753 - type: nauc_ndcg_at_20_std - value: -2.705254164112238 + value: -1.3736010194196164 - type: nauc_ndcg_at_3_diff1 - value: 66.14046065126678 + value: 70.04684155763836 - type: nauc_ndcg_at_3_max - value: 54.07332075118414 + value: 56.23593815133674 - type: nauc_ndcg_at_3_std - value: -2.0119140501882793 + value: -1.2617917976885795 - type: nauc_ndcg_at_5_diff1 - value: 65.21102868019805 + value: 68.88128875602627 - type: nauc_ndcg_at_5_max - value: 52.596880916483165 + value: 54.62301571910928 - type: nauc_ndcg_at_5_std - value: -2.1720193236802023 + value: -3.5841002369184762 - type: nauc_precision_at_1000_diff1 - value: -21.99504940846271 + value: -27.57874055213611 - type: nauc_precision_at_1000_max - value: 19.25403291298791 + value: 10.69254261980662 - type: nauc_precision_at_1000_std - value: 46.296476764054404 + value: 41.58262996451408 - type: nauc_precision_at_100_diff1 - value: -11.741691903205695 + value: -12.950536107683561 - type: nauc_precision_at_100_max - value: 25.699636707900623 + value: 21.16371708839723 - type: nauc_precision_at_100_std - value: 43.96233624765463 + value: 40.951527751953684 - type: nauc_precision_at_10_diff1 - value: 11.568895847591932 + value: 8.091679678786514 - type: nauc_precision_at_10_max - value: 39.43006347212197 + value: 33.20925347609484 - type: nauc_precision_at_10_std - value: 28.751839941496836 + value: 25.770968101717557 - type: nauc_precision_at_1_diff1 - value: 69.18818640546156 + value: 74.42858144028513 - type: nauc_precision_at_1_max - value: 50.224102107450285 + value: 54.28150936595816 - type: nauc_precision_at_1_std - value: -4.4508756307510104 + value: -2.2125887288127233 - type: nauc_precision_at_20_diff1 - value: 4.854833212085455 + value: -1.0200005991193168 - type: nauc_precision_at_20_max - value: 34.19851755381116 + value: 27.432174703186323 - type: nauc_precision_at_20_std - value: 28.728626880402068 + value: 29.095729277961407 - type: nauc_precision_at_3_diff1 - value: 35.04823458092479 + value: 38.35291080418228 - type: nauc_precision_at_3_max - value: 47.8670338954734 + value: 49.66103007615846 - type: nauc_precision_at_3_std - value: 19.389299130775157 + value: 20.088808571059758 - type: nauc_precision_at_5_diff1 - value: 25.605002849466736 + value: 21.518579003608927 - type: nauc_precision_at_5_max - value: 43.50575999348689 + value: 38.7296114841025 - type: nauc_precision_at_5_std - value: 24.80257266140189 + value: 19.47619911691762 - type: nauc_recall_at_1000_diff1 - value: 55.07703081232429 + value: 42.25023342670368 - type: nauc_recall_at_1000_max - value: 70.71661998132596 + value: 21.825396825396062 - type: nauc_recall_at_1000_std - value: 64.58916900093288 + value: 33.84687208216713 - type: nauc_recall_at_100_diff1 - value: 59.97732426303837 + value: 62.536570183629024 - type: nauc_recall_at_100_max - value: 71.64532479658504 + value: 70.01867413632091 - type: nauc_recall_at_100_std - value: 37.87515006002412 + value: 37.06504824151885 - type: nauc_recall_at_10_diff1 - value: 64.45621875630812 + value: 61.1644854039766 - type: nauc_recall_at_10_max - value: 64.72171592433827 + value: 61.074517296862396 - type: nauc_recall_at_10_std - value: 0.9026532647803642 + value: -0.5423227215261704 - type: nauc_recall_at_1_diff1 - value: 69.8066007922827 + value: 74.99352374397856 - type: nauc_recall_at_1_max - value: 46.19700236373352 + value: 50.00344836993502 - type: nauc_recall_at_1_std - value: -11.167127232139137 + value: -8.698012201837718 - type: nauc_recall_at_20_diff1 - value: 63.79448821637328 + value: 56.37978951869162 - type: nauc_recall_at_20_max - value: 61.597381158568524 + value: 58.84099235231809 - type: nauc_recall_at_20_std - value: -7.27449509788767 + value: 1.2224630005733186 - type: nauc_recall_at_3_diff1 - value: 64.75442031192492 + value: 66.74850639308315 - type: nauc_recall_at_3_max - value: 56.12106077054382 + value: 58.157377341361084 - type: nauc_recall_at_3_std - value: -2.661587128227682 + value: -1.8661963986343983 - type: nauc_recall_at_5_diff1 - value: 60.82940800383688 + value: 61.806012486501395 - type: nauc_recall_at_5_max - value: 53.647222430433736 + value: 54.41470702166602 - type: nauc_recall_at_5_std - value: -0.793229884870239 + value: -7.114468350278654 - type: ndcg_at_1 - value: 60.0 + value: 60.667 - type: ndcg_at_10 - value: 72.604 + value: 73.055 - type: ndcg_at_100 - value: 74.83800000000001 + value: 75.312 - type: ndcg_at_1000 - value: 75.27199999999999 + value: 75.874 - type: ndcg_at_20 - value: 73.599 + value: 74.166 - type: ndcg_at_3 - value: 68.509 + value: 69.211 - type: ndcg_at_5 - value: 70.352 + value: 71.438 - type: precision_at_1 - value: 60.0 + value: 60.667 - type: precision_at_10 - value: 9.733 + value: 9.700000000000001 - type: precision_at_100 - value: 1.083 + value: 1.08 - type: precision_at_1000 value: 0.11199999999999999 - type: precision_at_20 - value: 5.067 + value: 5.083 - type: precision_at_3 value: 27.444000000000003 - type: precision_at_5 - value: 17.666999999999998 + value: 18.0 - type: recall_at_1 - value: 57.05 + value: 57.760999999999996 - type: recall_at_10 - value: 85.422 + value: 84.88900000000001 - type: recall_at_100 - value: 95.333 + value: 95.0 - type: recall_at_1000 - value: 98.667 + value: 99.333 - type: recall_at_20 - value: 89.156 + value: 89.22200000000001 - type: recall_at_3 - value: 74.211 + value: 74.933 - type: recall_at_5 - value: 79.094 + value: 80.511 task: type: Retrieval - dataset: @@ -7979,85 +7979,85 @@ model-index: type: mteb/sprintduplicatequestions-pairclassification metrics: - type: cosine_accuracy - value: 99.76237623762376 + value: 99.8029702970297 - type: cosine_accuracy_threshold - value: 89.08973932266235 + value: 74.40159320831299 - type: cosine_ap - value: 93.82184396471453 + value: 94.58107371506443 - type: cosine_f1 - value: 87.87878787878789 + value: 90.01505268439539 - type: cosine_f1_threshold - value: 89.08973932266235 + value: 74.40159320831299 - type: cosine_precision - value: 88.77551020408163 + value: 90.33232628398792 - type: cosine_recall - value: 87.0 + value: 89.7 - type: dot_accuracy - value: 99.76237623762376 + value: 99.8029702970297 - type: dot_accuracy_threshold - value: 89.08973932266235 + value: 74.40159320831299 - type: dot_ap - value: 93.82179339271785 + value: 94.58108694234896 - type: dot_f1 - value: 87.87878787878789 + value: 90.01505268439539 - type: dot_f1_threshold - value: 89.08973932266235 + value: 74.40159320831299 - type: dot_precision - value: 88.77551020408163 + value: 90.33232628398792 - type: dot_recall - value: 87.0 + value: 89.7 - type: euclidean_accuracy - value: 99.76237623762376 + value: 99.8029702970297 - type: euclidean_accuracy_threshold - value: 46.71244025230408 + value: 71.55194282531738 - type: euclidean_ap - value: 93.82184396471453 + value: 94.58107371506446 - type: euclidean_f1 - value: 87.87878787878789 + value: 90.01505268439539 - type: euclidean_f1_threshold - value: 46.71244025230408 + value: 71.55194282531738 - type: euclidean_precision - value: 88.77551020408163 + value: 90.33232628398792 - type: euclidean_recall - value: 87.0 + value: 89.7 - type: main_score - value: 94.18170827750167 + value: 94.91386698713322 - type: manhattan_accuracy - value: 99.77425742574258 + value: 99.8108910891089 - type: manhattan_accuracy_threshold - value: 1095.131492614746 + value: 1696.7340469360352 - type: manhattan_ap - value: 94.18170827750167 + value: 94.91386698713322 - type: manhattan_f1 - value: 88.45577211394303 + value: 90.4927824788452 - type: manhattan_f1_threshold - value: 1108.85648727417 + value: 1696.7340469360352 - type: manhattan_precision - value: 88.41158841158841 + value: 90.08919722497522 - type: manhattan_recall - value: 88.5 + value: 90.9 - type: max_ap - value: 94.18170827750167 + value: 94.91386698713322 - type: max_f1 - value: 88.45577211394303 + value: 90.4927824788452 - type: max_precision - value: 88.77551020408163 + value: 90.33232628398792 - type: max_recall - value: 88.5 + value: 90.9 - type: similarity_accuracy - value: 99.76237623762376 + value: 99.8029702970297 - type: similarity_accuracy_threshold - value: 89.08973932266235 + value: 74.40159320831299 - type: similarity_ap - value: 93.82184396471453 + value: 94.58107371506443 - type: similarity_f1 - value: 87.87878787878789 + value: 90.01505268439539 - type: similarity_f1_threshold - value: 89.08973932266235 + value: 74.40159320831299 - type: similarity_precision - value: 88.77551020408163 + value: 90.33232628398792 - type: similarity_recall - value: 87.0 + value: 89.7 task: type: PairClassification - dataset: @@ -8068,11 +8068,11 @@ model-index: type: mteb/stackexchange-clustering metrics: - type: main_score - value: 65.93583959980214 + value: 67.22104632684339 - type: v_measure - value: 65.93583959980214 + value: 67.22104632684339 - type: v_measure_std - value: 3.9403815544270233 + value: 4.510073189377009 task: type: Clustering - dataset: @@ -8083,11 +8083,11 @@ model-index: type: mteb/stackexchange-clustering-p2p metrics: - type: main_score - value: 35.594885571404724 + value: 33.69502959609247 - type: v_measure - value: 35.594885571404724 + value: 33.69502959609247 - type: v_measure_std - value: 1.5163847345337254 + value: 1.7351941868223697 task: type: Clustering - dataset: @@ -8098,23 +8098,23 @@ model-index: type: mteb/stackoverflowdupquestions-reranking metrics: - type: main_score - value: 49.85213562933509 + value: 49.33572386600858 - type: map - value: 49.85213562933509 + value: 49.33572386600858 - type: mrr - value: 50.62702922077922 + value: 50.25399743230625 - type: nAUC_map_diff1 - value: 36.55011836042864 + value: 36.68702916524911 - type: nAUC_map_max - value: 13.45991062036654 + value: 15.78050039369413 - type: nAUC_map_std - value: 10.192881915639742 + value: 9.735729247790866 - type: nAUC_mrr_diff1 - value: 37.058265888016976 + value: 36.82154498603323 - type: nAUC_mrr_max - value: 14.081819232783383 + value: 16.371339214758713 - type: nAUC_mrr_std - value: 11.215978874656958 + value: 9.929514279072379 task: type: Reranking - dataset: @@ -8125,19 +8125,19 @@ model-index: type: mteb/summeval metrics: - type: cosine_pearson - value: 25.349220308622627 + value: 28.78169000462832 - type: cosine_spearman - value: 27.880975911253458 + value: 29.152425546074824 - type: dot_pearson - value: 25.349197273883224 + value: 28.781692477370914 - type: dot_spearman - value: 27.880903951553655 + value: 29.152370579886423 - type: main_score - value: 27.880975911253458 + value: 29.152425546074824 - type: pearson - value: 25.349220308622627 + value: 28.78169000462832 - type: spearman - value: 27.880975911253458 + value: 29.152425546074824 task: type: Summarization - dataset: @@ -8148,287 +8148,287 @@ model-index: type: mteb/trec-covid metrics: - type: main_score - value: 79.536 + value: 78.374 - type: map_at_1 - value: 0.215 + value: 0.22100000000000003 - type: map_at_10 - value: 2.048 + value: 1.9980000000000002 - type: map_at_100 - value: 12.842999999999998 + value: 12.812000000000001 - type: map_at_1000 - value: 31.032 + value: 31.823 - type: map_at_20 - value: 3.8379999999999996 + value: 3.6859999999999995 - type: map_at_3 - value: 0.64 + value: 0.656 - type: map_at_5 - value: 1.052 + value: 1.0670000000000002 - type: mrr_at_1 value: 84.0 - type: mrr_at_10 - value: 91.16666666666666 + value: 90.56666666666666 - type: mrr_at_100 - value: 91.16666666666666 + value: 90.56666666666666 - type: mrr_at_1000 - value: 91.16666666666666 + value: 90.56666666666666 - type: mrr_at_20 - value: 91.16666666666666 + value: 90.56666666666666 - type: mrr_at_3 - value: 90.66666666666666 + value: 89.66666666666667 - type: mrr_at_5 - value: 91.16666666666666 + value: 90.56666666666666 - type: nauc_map_at_1000_diff1 - value: -18.530580290412697 + value: 2.825877135411271 - type: nauc_map_at_1000_max - value: 43.14744028154331 + value: 40.607799285634 - type: nauc_map_at_1000_std - value: 79.6699665194256 + value: 75.56929127733711 - type: nauc_map_at_100_diff1 - value: -21.271315814062437 + value: 17.09931837591714 - type: nauc_map_at_100_max - value: 17.55081814849073 + value: 26.017672927390556 - type: nauc_map_at_100_std - value: 48.17729810787553 + value: 47.97065512030576 - type: nauc_map_at_10_diff1 - value: -11.002124943974252 + value: 18.2493061824924 - type: nauc_map_at_10_max - value: -9.6495971981689 + value: 14.631430140768051 - type: nauc_map_at_10_std - value: 6.648364965330221 + value: 6.843536754351145 - type: nauc_map_at_1_diff1 - value: 0.1251393811417004 + value: 22.577139455591702 - type: nauc_map_at_1_max - value: -12.601700488498643 + value: 0.15518062954687648 - type: nauc_map_at_1_std - value: -3.5018878780762366 + value: 4.518832555249529 - type: nauc_map_at_20_diff1 - value: -19.526191160714987 + value: 13.380363593233845 - type: nauc_map_at_20_max - value: -4.175483070077258 + value: 14.364050402931303 - type: nauc_map_at_20_std - value: 16.014345473073693 + value: 14.97367017439393 - type: nauc_map_at_3_diff1 - value: -0.8632406748675692 + value: 15.885210137428182 - type: nauc_map_at_3_max - value: -12.9654502212951 + value: 3.562057528491576 - type: nauc_map_at_3_std - value: -1.5551804410996426 + value: 2.378758614671768 - type: nauc_map_at_5_diff1 - value: -9.294941718115151 + value: 14.49860277826242 - type: nauc_map_at_5_max - value: -12.795655812948572 + value: 7.729805934487601 - type: nauc_map_at_5_std - value: 0.6128051906803516 + value: 1.4105962147738722 - type: nauc_mrr_at_1000_diff1 - value: 33.997935217447434 + value: 56.881060817300266 - type: nauc_mrr_at_1000_max - value: 41.160149696734955 + value: 41.11734189808372 - type: nauc_mrr_at_1000_std - value: 27.657024869568446 + value: 50.43684357282267 - type: nauc_mrr_at_100_diff1 - value: 33.997935217447434 + value: 56.881060817300266 - type: nauc_mrr_at_100_max - value: 41.160149696734955 + value: 41.11734189808372 - type: nauc_mrr_at_100_std - value: 27.657024869568446 + value: 50.43684357282267 - type: nauc_mrr_at_10_diff1 - value: 33.997935217447434 + value: 56.881060817300266 - type: nauc_mrr_at_10_max - value: 41.160149696734955 + value: 41.11734189808372 - type: nauc_mrr_at_10_std - value: 27.657024869568446 + value: 50.43684357282267 - type: nauc_mrr_at_1_diff1 - value: 37.279086892488884 + value: 58.64629356897393 - type: nauc_mrr_at_1_max - value: 43.292832596956316 + value: 32.48649975454101 - type: nauc_mrr_at_1_std - value: 20.305596465390227 + value: 43.955571919489394 - type: nauc_mrr_at_20_diff1 - value: 33.997935217447434 + value: 56.881060817300266 - type: nauc_mrr_at_20_max - value: 41.160149696734955 + value: 41.11734189808372 - type: nauc_mrr_at_20_std - value: 27.657024869568446 + value: 50.43684357282267 - type: nauc_mrr_at_3_diff1 - value: 31.138610414926326 + value: 53.77571146801908 - type: nauc_mrr_at_3_max - value: 39.545043163464186 + value: 45.26470680316847 - type: nauc_mrr_at_3_std - value: 31.70252018936244 + value: 53.000845308537706 - type: nauc_mrr_at_5_diff1 - value: 33.997935217447434 + value: 56.881060817300266 - type: nauc_mrr_at_5_max - value: 41.160149696734955 + value: 41.11734189808372 - type: nauc_mrr_at_5_std - value: 27.657024869568446 + value: 50.43684357282267 - type: nauc_ndcg_at_1000_diff1 - value: -20.948326611476556 + value: 5.706304837276804 - type: nauc_ndcg_at_1000_max - value: 36.766927406101956 + value: 40.29128039047473 - type: nauc_ndcg_at_1000_std - value: 75.32635798841658 + value: 71.00623045997143 - type: nauc_ndcg_at_100_diff1 - value: -14.54815381092273 + value: 5.781640210958165 - type: nauc_ndcg_at_100_max - value: 51.38801585344711 + value: 43.91454038788984 - type: nauc_ndcg_at_100_std - value: 76.47002281413397 + value: 73.38353180392235 - type: nauc_ndcg_at_10_diff1 - value: -12.80351464937073 + value: 26.9639013902839 - type: nauc_ndcg_at_10_max - value: 35.71831279387225 + value: 54.33014371697244 - type: nauc_ndcg_at_10_std - value: 52.15347275643156 + value: 47.792741117341144 - type: nauc_ndcg_at_1_diff1 - value: 20.42160737812909 + value: 54.66632834306011 - type: nauc_ndcg_at_1_max - value: 34.20619235836624 + value: 30.289266683582845 - type: nauc_ndcg_at_1_std - value: 13.088179936005965 + value: 33.96599847754379 - type: nauc_ndcg_at_20_diff1 - value: -18.116251292365128 + value: 17.30631583279515 - type: nauc_ndcg_at_20_max - value: 46.9808896232964 + value: 51.11318537065157 - type: nauc_ndcg_at_20_std - value: 61.73761431506857 + value: 58.77421488656353 - type: nauc_ndcg_at_3_diff1 - value: -4.44558396286013 + value: 29.77344612486348 - type: nauc_ndcg_at_3_max - value: 26.953553278525938 + value: 37.42364187792375 - type: nauc_ndcg_at_3_std - value: 33.375410187254786 + value: 41.1907099151911 - type: nauc_ndcg_at_5_diff1 - value: -15.495190925371652 + value: 26.050198501250804 - type: nauc_ndcg_at_5_max - value: 29.21035888164427 + value: 47.51636664318881 - type: nauc_ndcg_at_5_std - value: 41.168078957076396 + value: 42.27162971112885 - type: nauc_precision_at_1000_diff1 - value: 6.339888107354097 + value: -5.147193986603446 - type: nauc_precision_at_1000_max - value: 51.87294743895088 + value: 35.2107091684719 - type: nauc_precision_at_1000_std - value: 49.22667294372217 + value: 46.18948291863976 - type: nauc_precision_at_100_diff1 - value: -10.245901160105356 + value: 8.820554100487717 - type: nauc_precision_at_100_max - value: 56.07707608097002 + value: 45.45756541797819 - type: nauc_precision_at_100_std - value: 78.96626562096216 + value: 76.13204940288823 - type: nauc_precision_at_10_diff1 - value: -4.590219332829025 + value: 24.200964449927067 - type: nauc_precision_at_10_max - value: 47.52908614003191 + value: 63.97368322679529 - type: nauc_precision_at_10_std - value: 59.53043786106239 + value: 51.453029793278795 - type: nauc_precision_at_1_diff1 - value: 37.279086892488884 + value: 58.64629356897393 - type: nauc_precision_at_1_max - value: 43.292832596956316 + value: 32.48649975454101 - type: nauc_precision_at_1_std - value: 20.305596465390227 + value: 43.955571919489394 - type: nauc_precision_at_20_diff1 - value: -14.763079024242392 + value: 9.308587936619213 - type: nauc_precision_at_20_max - value: 56.25820402898436 + value: 48.79243631270248 - type: nauc_precision_at_20_std - value: 67.6952843431086 + value: 62.069859056289864 - type: nauc_precision_at_3_diff1 - value: 2.9292734630949067 + value: 33.581669226830584 - type: nauc_precision_at_3_max - value: 41.296148445888285 + value: 56.22119815668209 - type: nauc_precision_at_3_std - value: 46.551771604768255 + value: 51.94572452636975 - type: nauc_precision_at_5_diff1 - value: -15.368719472623535 + value: 27.412098506105657 - type: nauc_precision_at_5_max - value: 39.706937186186984 + value: 62.44729045506555 - type: nauc_precision_at_5_std - value: 45.991734125764275 + value: 44.765099619080445 - type: nauc_recall_at_1000_diff1 - value: -18.70157967410686 + value: -1.1672849905619294 - type: nauc_recall_at_1000_max - value: 27.303031147629746 + value: 30.24145654488767 - type: nauc_recall_at_1000_std - value: 63.59247900235757 + value: 59.841775004234165 - type: nauc_recall_at_100_diff1 - value: -21.505202598262795 + value: 14.955315589973456 - type: nauc_recall_at_100_max - value: 3.1053955846040666 + value: 14.182437740698777 - type: nauc_recall_at_100_std - value: 35.59388419574821 + value: 34.85010900316272 - type: nauc_recall_at_10_diff1 - value: -13.309140466736356 + value: 13.823849163501494 - type: nauc_recall_at_10_max - value: -16.90482412154473 + value: 7.576291042005819 - type: nauc_recall_at_10_std - value: 2.1355678490728542 + value: 1.4227650589393714 - type: nauc_recall_at_1_diff1 - value: 0.1251393811417004 + value: 22.577139455591702 - type: nauc_recall_at_1_max - value: -12.601700488498643 + value: 0.15518062954687648 - type: nauc_recall_at_1_std - value: -3.5018878780762366 + value: 4.518832555249529 - type: nauc_recall_at_20_diff1 - value: -21.303497421292096 + value: 9.577895424349496 - type: nauc_recall_at_20_max - value: -13.765429909809388 + value: 4.326841788680218 - type: nauc_recall_at_20_std - value: 9.07482009539061 + value: 8.40592602308462 - type: nauc_recall_at_3_diff1 - value: -6.017177782774693 + value: 11.099599191623701 - type: nauc_recall_at_3_max - value: -19.064966459546255 + value: 1.8660565345942584 - type: nauc_recall_at_3_std - value: -3.0227410013796967 + value: -0.5969085344249611 - type: nauc_recall_at_5_diff1 - value: -14.078289790672653 + value: 8.674608384913736 - type: nauc_recall_at_5_max - value: -19.52038684292809 + value: 3.730380788869587 - type: nauc_recall_at_5_std - value: -2.6267198328675994 + value: -3.4877352049852024 - type: ndcg_at_1 - value: 78.0 + value: 80.0 - type: ndcg_at_10 - value: 79.536 + value: 78.374 - type: ndcg_at_100 - value: 62.65500000000001 + value: 63.385000000000005 - type: ndcg_at_1000 - value: 56.359 + value: 57.406 - type: ndcg_at_20 - value: 77.561 + value: 75.795 - type: ndcg_at_3 - value: 80.296 + value: 80.419 - type: ndcg_at_5 - value: 79.806 + value: 80.157 - type: precision_at_1 value: 84.0 - type: precision_at_10 - value: 85.6 + value: 84.0 - type: precision_at_100 - value: 64.92 + value: 65.88000000000001 - type: precision_at_1000 - value: 24.89 + value: 25.502000000000002 - type: precision_at_20 - value: 83.2 + value: 80.30000000000001 - type: precision_at_3 - value: 87.333 + value: 86.667 - type: precision_at_5 - value: 87.2 + value: 86.4 - type: recall_at_1 - value: 0.215 + value: 0.22100000000000003 - type: recall_at_10 - value: 2.246 + value: 2.179 - type: recall_at_100 - value: 15.784 + value: 15.934000000000001 - type: recall_at_1000 - value: 53.427 + value: 54.458 - type: recall_at_20 - value: 4.281 + value: 4.144 - type: recall_at_3 - value: 0.688 + value: 0.6859999999999999 - type: recall_at_5 - value: 1.142 + value: 1.1320000000000001 task: type: Retrieval - dataset: @@ -8439,287 +8439,287 @@ model-index: type: mteb/touche2020 metrics: - type: main_score - value: 31.186999999999998 + value: 28.907 - type: map_at_1 - value: 3.4070000000000005 + value: 2.675 - type: map_at_10 - value: 13.313 + value: 12.215 - type: map_at_100 - value: 19.900000000000002 + value: 18.7 - type: map_at_1000 - value: 21.437 + value: 20.398 - type: map_at_20 - value: 15.714 + value: 15.078 - type: map_at_3 - value: 6.923 + value: 6.241 - type: map_at_5 - value: 9.054 + value: 8.289 - type: mrr_at_1 - value: 44.89795918367347 + value: 32.6530612244898 - type: mrr_at_10 - value: 56.63832199546485 + value: 50.01133786848071 - type: mrr_at_100 - value: 57.666166033512965 + value: 50.77517365675259 - type: mrr_at_1000 - value: 57.666166033512965 + value: 50.77517365675259 - type: mrr_at_20 - value: 57.51229496127455 + value: 50.588814902724664 - type: mrr_at_3 - value: 53.40136054421768 + value: 45.578231292517 - type: mrr_at_5 - value: 55.1360544217687 + value: 48.53741496598638 - type: nauc_map_at_1000_diff1 - value: 6.929929189103678 + value: -5.684538294981354 - type: nauc_map_at_1000_max - value: -20.5925373398606 + value: -33.46305720843361 - type: nauc_map_at_1000_std - value: 7.835669658058121 + value: 1.9671166101260358 - type: nauc_map_at_100_diff1 - value: 7.528899533894891 + value: -3.9527668773790374 - type: nauc_map_at_100_max - value: -21.032199268806018 + value: -33.547343271958304 - type: nauc_map_at_100_std - value: 5.370650925959299 + value: -1.4543726200894687 - type: nauc_map_at_10_diff1 - value: 14.176770339374578 + value: -3.6912102827982975 - type: nauc_map_at_10_max - value: -19.194036092916633 + value: -37.051501400243644 - type: nauc_map_at_10_std - value: -14.964801890692026 + value: -18.58369649223091 - type: nauc_map_at_1_diff1 - value: 16.059944358241733 + value: 8.542642521750217 - type: nauc_map_at_1_max - value: -25.302527766801695 + value: -42.118453460843014 - type: nauc_map_at_1_std - value: -13.565207797491604 + value: -21.4477651608444 - type: nauc_map_at_20_diff1 - value: 11.361043123465297 + value: -4.1294483682157335 - type: nauc_map_at_20_max - value: -18.0301938420575 + value: -32.055300714683774 - type: nauc_map_at_20_std - value: -7.25573010108597 + value: -13.633460827906779 - type: nauc_map_at_3_diff1 - value: 21.973707928327727 + value: 4.166012812499575 - type: nauc_map_at_3_max - value: -20.079194093834058 + value: -44.421760913346375 - type: nauc_map_at_3_std - value: -20.173080790091422 + value: -22.934729762627693 - type: nauc_map_at_5_diff1 - value: 19.669071376698206 + value: 5.0705280599427285 - type: nauc_map_at_5_max - value: -23.679751632414845 + value: -39.880207516910055 - type: nauc_map_at_5_std - value: -20.28001860761147 + value: -19.089070592204358 - type: nauc_mrr_at_1000_diff1 - value: 6.875737447320781 + value: 8.136502099178854 - type: nauc_mrr_at_1000_max - value: -44.8769334243922 + value: -54.053135657703564 - type: nauc_mrr_at_1000_std - value: 7.361962913444513 + value: 0.8410793475356224 - type: nauc_mrr_at_100_diff1 - value: 6.875737447320781 + value: 8.136502099178854 - type: nauc_mrr_at_100_max - value: -44.8769334243922 + value: -54.053135657703564 - type: nauc_mrr_at_100_std - value: 7.361962913444513 + value: 0.8410793475356224 - type: nauc_mrr_at_10_diff1 - value: 6.574806453972689 + value: 7.021058071372796 - type: nauc_mrr_at_10_max - value: -47.267277277496596 + value: -55.576671480124475 - type: nauc_mrr_at_10_std - value: 8.783148855636174 + value: 2.659844175871393 - type: nauc_mrr_at_1_diff1 - value: 12.940754496022242 + value: 21.763874961879942 - type: nauc_mrr_at_1_max - value: -35.544013626458145 + value: -42.10185605661237 - type: nauc_mrr_at_1_std - value: 6.0616339439628915 + value: -6.492292167140558 - type: nauc_mrr_at_20_diff1 - value: 7.179017109424859 + value: 8.441891181402887 - type: nauc_mrr_at_20_max - value: -45.52183055340191 + value: -54.466795585812235 - type: nauc_mrr_at_20_std - value: 6.960503593984209 + value: 0.916114699709143 - type: nauc_mrr_at_3_diff1 - value: 2.10431985300728 + value: 7.551389256661414 - type: nauc_mrr_at_3_max - value: -41.662819302741184 + value: -46.97364074837694 - type: nauc_mrr_at_3_std - value: 5.68448693989341 + value: 1.0411397370775466 - type: nauc_mrr_at_5_diff1 - value: 5.25929369032379 + value: 5.235804734715955 - type: nauc_mrr_at_5_max - value: -44.62592534259141 + value: -54.37509495435838 - type: nauc_mrr_at_5_std - value: 6.26151671868977 + value: 2.779654633655762 - type: nauc_ndcg_at_1000_diff1 - value: -6.563466320842519 + value: -15.397449719696779 - type: nauc_ndcg_at_1000_max - value: -33.15200693567147 + value: -43.619552110596665 - type: nauc_ndcg_at_1000_std - value: 29.09290649197198 + value: 26.3557588044005 - type: nauc_ndcg_at_100_diff1 - value: -4.290185637900728 + value: -8.064551008407328 - type: nauc_ndcg_at_100_max - value: -35.6991058391752 + value: -45.62898014606384 - type: nauc_ndcg_at_100_std - value: 24.47606141799262 + value: 19.02252139372526 - type: nauc_ndcg_at_10_diff1 - value: 4.171305930645993 + value: -4.128778098656938 - type: nauc_ndcg_at_10_max - value: -33.02156808389195 + value: -47.533595647961825 - type: nauc_ndcg_at_10_std - value: -0.7115167969929295 + value: -3.3387983790901616 - type: nauc_ndcg_at_1_diff1 - value: 4.295135743080979 + value: 15.241311807512584 - type: nauc_ndcg_at_1_max - value: -30.841816609035575 + value: -41.98413041761103 - type: nauc_ndcg_at_1_std - value: 11.08702259742227 + value: -1.7966111564973624 - type: nauc_ndcg_at_20_diff1 - value: 5.716130418772172 + value: -5.70487127711277 - type: nauc_ndcg_at_20_max - value: -32.02017772879846 + value: -43.296928773082485 - type: nauc_ndcg_at_20_std - value: 0.42043490374547515 + value: -4.953768651191041 - type: nauc_ndcg_at_3_diff1 - value: 0.7696408676847266 + value: 10.059341497787937 - type: nauc_ndcg_at_3_max - value: -28.19446012238678 + value: -40.68501908879975 - type: nauc_ndcg_at_3_std - value: 1.4270173161697919 + value: -3.6931074797187877 - type: nauc_ndcg_at_5_diff1 - value: 4.011877087450832 + value: 7.526983752941929 - type: nauc_ndcg_at_5_max - value: -35.474817068811866 + value: -43.365397576700275 - type: nauc_ndcg_at_5_std - value: -1.0183501951460643 + value: 0.32616836825174683 - type: nauc_precision_at_1000_diff1 - value: -18.852617887278956 + value: -7.438317571660842 - type: nauc_precision_at_1000_max - value: 26.536677685298997 + value: 34.73241001748508 - type: nauc_precision_at_1000_std - value: 31.17777014427175 + value: 36.25365158109604 - type: nauc_precision_at_100_diff1 - value: -21.993356262198738 + value: -4.627005077446657 - type: nauc_precision_at_100_max - value: -14.151354806872973 + value: -15.93628289282409 - type: nauc_precision_at_100_std - value: 68.01931004336306 + value: 68.61386525027707 - type: nauc_precision_at_10_diff1 - value: 3.518175306600991 + value: -10.52039936457346 - type: nauc_precision_at_10_max - value: -34.29876549408336 + value: -43.34615042118174 - type: nauc_precision_at_10_std - value: 8.571886047048881 + value: 9.318534549691767 - type: nauc_precision_at_1_diff1 - value: 12.940754496022242 + value: 21.763874961879942 - type: nauc_precision_at_1_max - value: -35.544013626458145 + value: -42.10185605661237 - type: nauc_precision_at_1_std - value: 6.0616339439628915 + value: -6.492292167140558 - type: nauc_precision_at_20_diff1 - value: 6.23454071647187 + value: -2.287812706503246 - type: nauc_precision_at_20_max - value: -29.16565290719762 + value: -28.10959274429549 - type: nauc_precision_at_20_std - value: 25.567483624610297 + value: 16.788667831779485 - type: nauc_precision_at_3_diff1 - value: 8.77511441582519 + value: 11.569650243424755 - type: nauc_precision_at_3_max - value: -29.389312907952135 + value: -41.668998559185844 - type: nauc_precision_at_3_std - value: -6.397150206890867 + value: -0.3803285872339615 - type: nauc_precision_at_5_diff1 - value: 9.795445750266063 + value: 7.598490650206377 - type: nauc_precision_at_5_max - value: -38.88827845334236 + value: -41.68148813885381 - type: nauc_precision_at_5_std - value: -3.397760151003072 + value: 7.354258555131649 - type: nauc_recall_at_1000_diff1 - value: -28.033327034031043 + value: -50.220542196994636 - type: nauc_recall_at_1000_max - value: -15.30930042500693 + value: -16.95193388500635 - type: nauc_recall_at_1000_std - value: 69.27496829698434 + value: 69.28134193017735 - type: nauc_recall_at_100_diff1 - value: -12.558500592244782 + value: -15.415419361213853 - type: nauc_recall_at_100_max - value: -27.109814142314832 + value: -33.60910097372997 - type: nauc_recall_at_100_std - value: 40.23660136119213 + value: 35.403748730364256 - type: nauc_recall_at_10_diff1 - value: 8.859020421080002 + value: -14.144822663337028 - type: nauc_recall_at_10_max - value: -26.101835112681034 + value: -38.11986778901871 - type: nauc_recall_at_10_std - value: -12.02508230851673 + value: -13.87707926888663 - type: nauc_recall_at_1_diff1 - value: 16.059944358241733 + value: 8.542642521750217 - type: nauc_recall_at_1_max - value: -25.302527766801695 + value: -42.118453460843014 - type: nauc_recall_at_1_std - value: -13.565207797491604 + value: -21.4477651608444 - type: nauc_recall_at_20_diff1 - value: 6.598503996413421 + value: -12.3394417307943 - type: nauc_recall_at_20_max - value: -25.661355219947264 + value: -32.75019884128939 - type: nauc_recall_at_20_std - value: -0.5270972932429998 + value: -6.875770812126497 - type: nauc_recall_at_3_diff1 - value: 15.848752699477423 + value: -0.907011119452535 - type: nauc_recall_at_3_max - value: -20.67227958185249 + value: -42.06461204250678 - type: nauc_recall_at_3_std - value: -19.687883601951533 + value: -18.765470997666945 - type: nauc_recall_at_5_diff1 - value: 15.210234895525055 + value: -1.063588562013453 - type: nauc_recall_at_5_max - value: -30.20253332454299 + value: -39.15779594344513 - type: nauc_recall_at_5_std - value: -19.986130369906242 + value: -14.839683507905466 - type: ndcg_at_1 - value: 40.816 + value: 29.592000000000002 - type: ndcg_at_10 - value: 31.186999999999998 + value: 28.907 - type: ndcg_at_100 - value: 42.742000000000004 + value: 40.211000000000006 - type: ndcg_at_1000 - value: 53.230999999999995 + value: 51.482000000000006 - type: ndcg_at_20 - value: 31.057000000000002 + value: 29.804000000000002 - type: ndcg_at_3 - value: 34.382000000000005 + value: 30.802000000000003 - type: ndcg_at_5 - value: 32.038 + value: 29.511 - type: precision_at_1 - value: 44.897999999999996 + value: 32.653 - type: precision_at_10 - value: 27.143 + value: 26.531 - type: precision_at_100 - value: 8.735 + value: 8.224 - type: precision_at_1000 - value: 1.59 + value: 1.576 - type: precision_at_20 - value: 19.898 + value: 20.102 - type: precision_at_3 - value: 34.694 + value: 34.014 - type: precision_at_5 - value: 31.019999999999996 + value: 30.203999999999997 - type: recall_at_1 - value: 3.4070000000000005 + value: 2.675 - type: recall_at_10 - value: 19.987 + value: 19.750999999999998 - type: recall_at_100 - value: 52.888999999999996 + value: 50.365 - type: recall_at_1000 - value: 85.172 + value: 84.773 - type: recall_at_20 - value: 27.025 + value: 27.632 - type: recall_at_3 - value: 7.774 + value: 7.578 - type: recall_at_5 - value: 11.571 + value: 11.346 task: type: Retrieval - dataset: @@ -8730,17 +8730,17 @@ model-index: type: mteb/toxic_conversations_50k metrics: - type: accuracy - value: 89.0380859375 + value: 70.810546875 - type: ap - value: 34.26536468203791 + value: 14.252152092007437 - type: ap_weighted - value: 34.26536468203791 + value: 14.252152092007437 - type: f1 - value: 73.86921962038298 + value: 54.48430687519361 - type: f1_weighted - value: 90.61132302248866 + value: 77.28107973539473 - type: main_score - value: 89.0380859375 + value: 70.810546875 task: type: Classification - dataset: @@ -8751,13 +8751,13 @@ model-index: type: mteb/tweet_sentiment_extraction metrics: - type: accuracy - value: 76.49405772495754 + value: 62.66553480475382 - type: f1 - value: 76.73610452546936 + value: 62.053566222838384 - type: f1_weighted - value: 76.14362047024868 + value: 60.48069640139468 - type: main_score - value: 76.49405772495754 + value: 62.66553480475382 task: type: Classification - dataset: @@ -8768,11 +8768,11 @@ model-index: type: mteb/twentynewsgroups-clustering metrics: - type: main_score - value: 49.554702818248735 + value: 49.676842982432774 - type: v_measure - value: 49.554702818248735 + value: 49.676842982432774 - type: v_measure_std - value: 0.9278298624304031 + value: 1.3041225457855343 task: type: Clustering - dataset: @@ -8783,85 +8783,85 @@ model-index: type: mteb/twittersemeval2015-pairclassification metrics: - type: cosine_accuracy - value: 85.29534481730941 + value: 85.07480479227513 - type: cosine_accuracy_threshold - value: 90.6567394733429 + value: 78.39158177375793 - type: cosine_ap - value: 71.59976408272617 + value: 70.92737526837412 - type: cosine_f1 - value: 66.54452180285818 + value: 66.1954959271682 - type: cosine_f1_threshold - value: 88.94971013069153 + value: 74.12481307983398 - type: cosine_precision - value: 61.95133045258131 + value: 60.61869240895129 - type: cosine_recall - value: 71.87335092348285 + value: 72.9023746701847 - type: dot_accuracy - value: 85.29534481730941 + value: 85.07480479227513 - type: dot_accuracy_threshold - value: 90.65674543380737 + value: 78.39158773422241 - type: dot_ap - value: 71.5997871796046 + value: 70.92737601494514 - type: dot_f1 - value: 66.54452180285818 + value: 66.1954959271682 - type: dot_f1_threshold - value: 88.94971013069153 + value: 74.12482500076294 - type: dot_precision - value: 61.95133045258131 + value: 60.61869240895129 - type: dot_recall - value: 71.87335092348285 + value: 72.9023746701847 - type: euclidean_accuracy - value: 85.29534481730941 + value: 85.07480479227513 - type: euclidean_accuracy_threshold - value: 43.2279109954834 + value: 65.73951244354248 - type: euclidean_ap - value: 71.59977967634174 + value: 70.92738137519932 - type: euclidean_f1 - value: 66.54452180285818 + value: 66.1954959271682 - type: euclidean_f1_threshold - value: 47.01125621795654 + value: 71.93772792816162 - type: euclidean_precision - value: 61.95133045258131 + value: 60.61869240895129 - type: euclidean_recall - value: 71.87335092348285 + value: 72.9023746701847 - type: main_score - value: 71.5997871796046 + value: 70.92738137519932 - type: manhattan_accuracy - value: 85.1820945341837 + value: 84.89002801454372 - type: manhattan_accuracy_threshold - value: 1019.9851989746094 + value: 1543.7227249145508 - type: manhattan_ap - value: 71.22149639016482 + value: 70.45819704836475 - type: manhattan_f1 - value: 66.31834750911301 + value: 65.75607397558322 - type: manhattan_f1_threshold - value: 1109.6149444580078 + value: 1691.067886352539 - type: manhattan_precision - value: 61.46396396396396 + value: 60.673656033905864 - type: manhattan_recall - value: 72.00527704485488 + value: 71.76781002638522 - type: max_ap - value: 71.5997871796046 + value: 70.92738137519932 - type: max_f1 - value: 66.54452180285818 + value: 66.1954959271682 - type: max_precision - value: 61.95133045258131 + value: 60.673656033905864 - type: max_recall - value: 72.00527704485488 + value: 72.9023746701847 - type: similarity_accuracy - value: 85.29534481730941 + value: 85.07480479227513 - type: similarity_accuracy_threshold - value: 90.6567394733429 + value: 78.39158177375793 - type: similarity_ap - value: 71.59976408272617 + value: 70.92737526837412 - type: similarity_f1 - value: 66.54452180285818 + value: 66.1954959271682 - type: similarity_f1_threshold - value: 88.94971013069153 + value: 74.12481307983398 - type: similarity_precision - value: 61.95133045258131 + value: 60.61869240895129 - type: similarity_recall - value: 71.87335092348285 + value: 72.9023746701847 task: type: PairClassification - dataset: @@ -8872,85 +8872,85 @@ model-index: type: mteb/twitterurlcorpus-pairclassification metrics: - type: cosine_accuracy - value: 89.19936352699189 + value: 89.32355338223309 - type: cosine_accuracy_threshold - value: 87.72701621055603 + value: 72.50972986221313 - type: cosine_ap - value: 86.32764736710979 + value: 86.74895762701595 - type: cosine_f1 - value: 78.40269966254218 + value: 79.21738810635873 - type: cosine_f1_threshold - value: 86.80565357208252 + value: 69.94493007659912 - type: cosine_precision - value: 76.41426692004093 + value: 75.82905020066183 - type: cosine_recall - value: 80.49738219895288 + value: 82.9226978749615 - type: dot_accuracy - value: 89.19936352699189 + value: 89.32355338223309 - type: dot_accuracy_threshold - value: 87.72701621055603 + value: 72.50974178314209 - type: dot_ap - value: 86.32762879051161 + value: 86.74894970312789 - type: dot_f1 - value: 78.40269966254218 + value: 79.21738810635873 - type: dot_f1_threshold - value: 86.80565357208252 + value: 69.94493007659912 - type: dot_precision - value: 76.41426692004093 + value: 75.82905020066183 - type: dot_recall - value: 80.49738219895288 + value: 82.9226978749615 - type: euclidean_accuracy - value: 89.19936352699189 + value: 89.32355338223309 - type: euclidean_accuracy_threshold - value: 49.54388439655304 + value: 74.14885759353638 - type: euclidean_ap - value: 86.3276630523782 + value: 86.74893799074754 - type: euclidean_f1 - value: 78.40269966254218 + value: 79.21738810635873 - type: euclidean_f1_threshold - value: 51.36992931365967 + value: 77.53072381019592 - type: euclidean_precision - value: 76.41426692004093 + value: 75.82905020066183 - type: euclidean_recall - value: 80.49738219895288 + value: 82.9226978749615 - type: main_score - value: 86.3276630523782 + value: 86.74895762701595 - type: manhattan_accuracy - value: 89.16637559669344 + value: 89.28474405247022 - type: manhattan_accuracy_threshold - value: 1150.1700401306152 + value: 1725.102424621582 - type: manhattan_ap - value: 86.28674414277404 + value: 86.69699016049593 - type: manhattan_f1 - value: 78.34183768482997 + value: 79.00847425990219 - type: manhattan_f1_threshold - value: 1213.088321685791 + value: 1807.0615768432617 - type: manhattan_precision - value: 75.87475651107424 + value: 76.68671642872673 - type: manhattan_recall - value: 80.97474591931014 + value: 81.4752078842008 - type: max_ap - value: 86.3276630523782 + value: 86.74895762701595 - type: max_f1 - value: 78.40269966254218 + value: 79.21738810635873 - type: max_precision - value: 76.41426692004093 + value: 76.68671642872673 - type: max_recall - value: 80.97474591931014 + value: 82.9226978749615 - type: similarity_accuracy - value: 89.19936352699189 + value: 89.32355338223309 - type: similarity_accuracy_threshold - value: 87.72701621055603 + value: 72.50972986221313 - type: similarity_ap - value: 86.32764736710979 + value: 86.74895762701595 - type: similarity_f1 - value: 78.40269966254218 + value: 79.21738810635873 - type: similarity_f1_threshold - value: 86.80565357208252 + value: 69.94493007659912 - type: similarity_precision - value: 76.41426692004093 + value: 75.82905020066183 - type: similarity_recall - value: 80.49738219895288 + value: 82.9226978749615 task: type: PairClassification - dataset: @@ -8961,23 +8961,23 @@ model-index: type: C-MTEB/AFQMC metrics: - type: cosine_pearson - value: 38.59465613249044 + value: 38.29145368837485 - type: cosine_spearman - value: 39.876884773191065 + value: 39.41056570139273 - type: euclidean_pearson - value: 38.370163017159996 + value: 38.0651461534699 - type: euclidean_spearman - value: 39.87692498028858 + value: 39.41056569992215 - type: main_score - value: 39.876884773191065 + value: 39.41056570139273 - type: manhattan_pearson - value: 38.058013850119785 + value: 37.70876309636298 - type: manhattan_spearman - value: 39.531271872106856 + value: 39.04864822187025 - type: pearson - value: 38.59465613249044 + value: 38.29145368837485 - type: spearman - value: 39.876884773191065 + value: 39.41056570139273 task: type: STS - dataset: @@ -8988,23 +8988,23 @@ model-index: type: C-MTEB/ATEC metrics: - type: cosine_pearson - value: 46.457799031090666 + value: 46.47704725371303 - type: cosine_spearman - value: 47.170032935367935 + value: 46.9183608596495 - type: euclidean_pearson - value: 49.399858337266004 + value: 49.36420417260176 - type: euclidean_spearman - value: 47.17003293450119 + value: 46.91835860770197 - type: main_score - value: 47.170032935367935 + value: 46.9183608596495 - type: manhattan_pearson - value: 49.19428772786887 + value: 49.124318954541145 - type: manhattan_spearman - value: 46.94649743167009 + value: 46.69432997494852 - type: pearson - value: 46.457799031090666 + value: 46.47704725371303 - type: spearman - value: 47.170032935367935 + value: 46.9183608596495 task: type: STS - dataset: @@ -9015,13 +9015,13 @@ model-index: type: mteb/amazon_reviews_multi metrics: - type: accuracy - value: 50.246 + value: 41.858000000000004 - type: f1 - value: 45.84988588370862 + value: 38.04731113109237 - type: f1_weighted - value: 45.84988588370862 + value: 38.04731113109237 - type: main_score - value: 50.246 + value: 41.858000000000004 task: type: Classification - dataset: @@ -9032,23 +9032,23 @@ model-index: type: C-MTEB/BQ metrics: - type: cosine_pearson - value: 53.67950003884396 + value: 51.2270285721989 - type: cosine_spearman - value: 54.36088598761955 + value: 51.53381532349815 - type: euclidean_pearson - value: 53.09394654913335 + value: 50.83672339980501 - type: euclidean_spearman - value: 54.36088252221325 + value: 51.53382225123762 - type: main_score - value: 54.36088598761955 + value: 51.53381532349815 - type: manhattan_pearson - value: 52.805415867146955 + value: 50.481897254555655 - type: manhattan_spearman - value: 54.06705049402532 + value: 51.165938122581764 - type: pearson - value: 53.67950003884396 + value: 51.2270285721989 - type: spearman - value: 54.36088598761955 + value: 51.53381532349815 task: type: STS - dataset: @@ -9059,11 +9059,11 @@ model-index: type: C-MTEB/CLSClusteringP2P metrics: - type: main_score - value: 41.608876653105966 + value: 42.6351765343486 - type: v_measure - value: 41.608876653105966 + value: 42.6351765343486 - type: v_measure_std - value: 1.0624705258546963 + value: 0.8266776246358534 task: type: Clustering - dataset: @@ -9074,11 +9074,11 @@ model-index: type: C-MTEB/CLSClusteringS2S metrics: - type: main_score - value: 39.7110966049789 + value: 39.14026434895999 - type: v_measure - value: 39.7110966049789 + value: 39.14026434895999 - type: v_measure_std - value: 0.875231943450341 + value: 0.8843326244130124 task: type: Clustering - dataset: @@ -9089,23 +9089,23 @@ model-index: type: C-MTEB/CMedQAv1-reranking metrics: - type: main_score - value: 81.7193302624052 + value: 81.62649518330059 - type: map - value: 81.7193302624052 + value: 81.62649518330059 - type: mrr - value: 84.58841269841271 + value: 84.59920634920634 - type: nAUC_map_diff1 - value: 57.41916975321788 + value: 57.57622865226385 - type: nAUC_map_max - value: 61.409376634272874 + value: 64.24578070815535 - type: nAUC_map_std - value: 28.913154318201233 + value: 25.825835637398292 - type: nAUC_mrr_diff1 - value: 64.85350793018186 + value: 64.506555321586 - type: nAUC_mrr_max - value: 69.46338529223004 + value: 73.72849839805279 - type: nAUC_mrr_std - value: 35.373588518165235 + value: 33.50231715071016 task: type: Reranking - dataset: @@ -9116,23 +9116,23 @@ model-index: type: C-MTEB/CMedQAv2-reranking metrics: - type: main_score - value: 82.59163356780259 + value: 82.6884842555647 - type: map - value: 82.59163356780259 + value: 82.6884842555647 - type: mrr - value: 85.54900793650792 + value: 85.7413492063492 - type: nAUC_map_diff1 - value: 61.10665055831455 + value: 62.227875149480674 - type: nAUC_map_max - value: 60.91441391850925 + value: 65.39899447833739 - type: nAUC_map_std - value: 21.471788062972436 + value: 22.232770911289762 - type: nAUC_mrr_diff1 - value: 69.95883630916767 + value: 71.02339957841794 - type: nAUC_mrr_max - value: 71.06959737866757 + value: 75.79106833222022 - type: nAUC_mrr_std - value: 30.819473605657606 + value: 31.922312297325313 task: type: Reranking - dataset: @@ -9143,287 +9143,287 @@ model-index: type: C-MTEB/CmedqaRetrieval metrics: - type: main_score - value: 42.631 + value: 41.912 - type: map_at_1 - value: 24.834 + value: 24.154 - type: map_at_10 - value: 36.447 + value: 35.771 - type: map_at_100 - value: 38.04 + value: 37.361 - type: map_at_1000 - value: 38.179 + value: 37.501 - type: map_at_20 - value: 37.281 + value: 36.614000000000004 - type: map_at_3 - value: 32.761 + value: 32.208999999999996 - type: map_at_5 - value: 34.871 + value: 34.135 - type: mrr_at_1 - value: 38.05951487871968 + value: 36.959239809952486 - type: mrr_at_10 - value: 45.57554071057435 + value: 44.68076344482939 - type: mrr_at_100 - value: 46.447190120013 + value: 45.58051326135588 - type: mrr_at_1000 - value: 46.50606585607273 + value: 45.63875894256334 - type: mrr_at_20 - value: 46.057122452003696 + value: 45.18303299514746 - type: mrr_at_3 - value: 43.34000166708336 + value: 42.55230474285231 - type: mrr_at_5 - value: 44.58531299491537 + value: 43.73134950404267 - type: nauc_map_at_1000_diff1 - value: 48.47252945149055 + value: 48.19593787339997 - type: nauc_map_at_1000_max - value: 34.62100533042246 + value: 45.80793623720016 - type: nauc_map_at_1000_std - value: -2.684326419049642 + value: -4.498738770651924 - type: nauc_map_at_100_diff1 - value: 48.43175156549248 + value: 48.14822061537294 - type: nauc_map_at_100_max - value: 34.58371253483366 + value: 45.766276109027565 - type: nauc_map_at_100_std - value: -2.719072576245476 + value: -4.531921171029137 - type: nauc_map_at_10_diff1 - value: 48.18476956739444 + value: 48.056275142802576 - type: nauc_map_at_10_max - value: 33.52918292302435 + value: 44.86133659352232 - type: nauc_map_at_10_std - value: -3.746440821126843 + value: -5.678734969973419 - type: nauc_map_at_1_diff1 - value: 52.68253139221022 + value: 54.126770601702304 - type: nauc_map_at_1_max - value: 26.033202075590157 + value: 36.294268209121014 - type: nauc_map_at_1_std - value: -5.756330655143574 + value: -8.314309694617984 - type: nauc_map_at_20_diff1 - value: 48.33335064427594 + value: 48.040597097872464 - type: nauc_map_at_20_max - value: 34.08423189594616 + value: 45.361480980577554 - type: nauc_map_at_20_std - value: -3.2957587803371693 + value: -5.1056219220416414 - type: nauc_map_at_3_diff1 - value: 49.07970552101722 + value: 48.824963816099306 - type: nauc_map_at_3_max - value: 30.931354812941592 + value: 42.59637253351721 - type: nauc_map_at_3_std - value: -5.397714078300849 + value: -7.142494643007989 - type: nauc_map_at_5_diff1 - value: 48.582852045037974 + value: 48.39295465854973 - type: nauc_map_at_5_max - value: 32.37350218464533 + value: 43.81282348287875 - type: nauc_map_at_5_std - value: -4.604286079722004 + value: -6.551989013310646 - type: nauc_mrr_at_1000_diff1 - value: 55.36516647246729 + value: 55.254016903996884 - type: nauc_mrr_at_1000_max - value: 41.8197309169163 + value: 53.09878029734 - type: nauc_mrr_at_1000_std - value: 1.2938880389263046 + value: -0.71508532680536 - type: nauc_mrr_at_100_diff1 - value: 55.33480230365865 + value: 55.22345420339283 - type: nauc_mrr_at_100_max - value: 41.82044267368069 + value: 53.09592092707568 - type: nauc_mrr_at_100_std - value: 1.3168989639934452 + value: -0.6931227079570508 - type: nauc_mrr_at_10_diff1 - value: 55.25761484350501 + value: 55.18285620712305 - type: nauc_mrr_at_10_max - value: 41.625145381930565 + value: 53.0128131412299 - type: nauc_mrr_at_10_std - value: 1.0129282219497187 + value: -0.9419014092991297 - type: nauc_mrr_at_1_diff1 - value: 60.68654871568434 + value: 61.53750424643732 - type: nauc_mrr_at_1_max - value: 43.033167419208546 + value: 54.24674408902589 - type: nauc_mrr_at_1_std - value: 0.4003726817671297 + value: -1.9080737950338242 - type: nauc_mrr_at_20_diff1 - value: 55.265505678078995 + value: 55.1955850013467 - type: nauc_mrr_at_20_max - value: 41.7232926738926 + value: 53.04094140836042 - type: nauc_mrr_at_20_std - value: 1.1959474260609984 + value: -0.8063521557954811 - type: nauc_mrr_at_3_diff1 - value: 56.49797535079964 + value: 56.11946877115898 - type: nauc_mrr_at_3_max - value: 41.922468081636865 + value: 53.46308123387505 - type: nauc_mrr_at_3_std - value: 0.7461678066019137 + value: -1.25039802843073 - type: nauc_mrr_at_5_diff1 - value: 55.726696029505305 + value: 55.59945526594265 - type: nauc_mrr_at_5_max - value: 41.7068087576993 + value: 53.094458463158546 - type: nauc_mrr_at_5_std - value: 0.9345604936396126 + value: -1.1485696186251675 - type: nauc_ndcg_at_1000_diff1 - value: 49.12475845061519 + value: 48.630394030057936 - type: nauc_ndcg_at_1000_max - value: 38.13450613159849 + value: 49.067370003850804 - type: nauc_ndcg_at_1000_std - value: 0.9070870161011241 + value: -0.6379826555665533 - type: nauc_ndcg_at_100_diff1 - value: 48.12044160559342 + value: 47.4242704726565 - type: nauc_ndcg_at_100_max - value: 37.98858612073559 + value: 48.72472432340327 - type: nauc_ndcg_at_100_std - value: 1.398027778560473 + value: -0.16567922191922693 - type: nauc_ndcg_at_10_diff1 - value: 47.49083707975477 + value: 47.16820763109196 - type: nauc_ndcg_at_10_max - value: 35.424124038022484 + value: 46.69185085844686 - type: nauc_ndcg_at_10_std - value: -1.9285006153671742 + value: -3.793946471519526 - type: nauc_ndcg_at_1_diff1 - value: 60.68654871568434 + value: 61.53750424643732 - type: nauc_ndcg_at_1_max - value: 43.033167419208546 + value: 54.24674408902589 - type: nauc_ndcg_at_1_std - value: 0.4003726817671297 + value: -1.9080737950338242 - type: nauc_ndcg_at_20_diff1 - value: 47.692259910508014 + value: 47.062085251805165 - type: nauc_ndcg_at_20_max - value: 36.20333827999666 + value: 47.36804459443504 - type: nauc_ndcg_at_20_std - value: -1.1366081258269927 + value: -2.6790807434003154 - type: nauc_ndcg_at_3_diff1 - value: 49.926059859304004 + value: 49.37353194021333 - type: nauc_ndcg_at_3_max - value: 36.554915901584614 + value: 48.35156335077874 - type: nauc_ndcg_at_3_std - value: -1.7727717324767251 + value: -3.3398102492848656 - type: nauc_ndcg_at_5_diff1 - value: 48.504726113001304 + value: 48.0947159130794 - type: nauc_ndcg_at_5_max - value: 35.2222520201459 + value: 46.680994331148504 - type: nauc_ndcg_at_5_std - value: -2.1147823162180046 + value: -4.043874632127286 - type: nauc_precision_at_1000_diff1 - value: 5.95771915067704 + value: 6.109079873705322 - type: nauc_precision_at_1000_max - value: 29.222734901088483 + value: 29.504954981504778 - type: nauc_precision_at_1000_std - value: 21.021319062045514 + value: 22.93941750032271 - type: nauc_precision_at_100_diff1 - value: 12.441767269549631 + value: 11.927597721886762 - type: nauc_precision_at_100_max - value: 37.028610753731876 + value: 39.33748646673334 - type: nauc_precision_at_100_std - value: 22.59370573792191 + value: 23.95901745749321 - type: nauc_precision_at_10_diff1 - value: 25.3055255305395 + value: 24.82917619008383 - type: nauc_precision_at_10_max - value: 41.57346735024518 + value: 48.25909614877216 - type: nauc_precision_at_10_std - value: 10.851514810119529 + value: 10.250143723179713 - type: nauc_precision_at_1_diff1 - value: 60.68654871568434 + value: 61.53750424643732 - type: nauc_precision_at_1_max - value: 43.033167419208546 + value: 54.24674408902589 - type: nauc_precision_at_1_std - value: 0.4003726817671297 + value: -1.9080737950338242 - type: nauc_precision_at_20_diff1 - value: 21.503387725334118 + value: 20.46788631872044 - type: nauc_precision_at_20_max - value: 40.35637914704234 + value: 45.80722239546835 - type: nauc_precision_at_20_std - value: 14.15622720179941 + value: 14.720113784118633 - type: nauc_precision_at_3_diff1 - value: 37.92102588120911 + value: 36.57074097596536 - type: nauc_precision_at_3_max - value: 42.61959379379323 + value: 52.82030883151323 - type: nauc_precision_at_3_std - value: 4.531204029823331 + value: 3.9283920700632526 - type: nauc_precision_at_5_diff1 - value: 31.822114101121624 + value: 31.217047808074472 - type: nauc_precision_at_5_max - value: 42.00621213856077 + value: 51.092762871371654 - type: nauc_precision_at_5_std - value: 7.038453918682581 + value: 6.51063180919143 - type: nauc_recall_at_1000_diff1 - value: 30.906717381989445 + value: 31.30321342816756 - type: nauc_recall_at_1000_max - value: 49.86631344507457 + value: 55.469754854393486 - type: nauc_recall_at_1000_std - value: 44.77133994051694 + value: 46.627360786810655 - type: nauc_recall_at_100_diff1 - value: 29.06337979940958 + value: 26.36814612505595 - type: nauc_recall_at_100_max - value: 35.64030149194558 + value: 41.98698104560196 - type: nauc_recall_at_100_std - value: 16.019430611168264 + value: 16.01155635795268 - type: nauc_recall_at_10_diff1 - value: 34.92848768468913 + value: 34.230500025598566 - type: nauc_recall_at_10_max - value: 28.566945065867454 + value: 38.46622774541338 - type: nauc_recall_at_10_std - value: -2.1058035354561557 + value: -3.5976451821598636 - type: nauc_recall_at_1_diff1 - value: 52.68253139221022 + value: 54.126770601702304 - type: nauc_recall_at_1_max - value: 26.033202075590157 + value: 36.294268209121014 - type: nauc_recall_at_1_std - value: -5.756330655143574 + value: -8.314309694617984 - type: nauc_recall_at_20_diff1 - value: 33.82932775397309 + value: 31.92600233159853 - type: nauc_recall_at_20_max - value: 29.679872190739044 + value: 39.151276414762634 - type: nauc_recall_at_20_std - value: 0.10165951410954753 + value: -0.008185757782290744 - type: nauc_recall_at_3_diff1 - value: 42.53700938223526 + value: 40.983135298326175 - type: nauc_recall_at_3_max - value: 27.477725171266385 + value: 39.282144240448105 - type: nauc_recall_at_3_std - value: -5.201557627828334 + value: -6.478558331383442 - type: nauc_recall_at_5_diff1 - value: 39.158896850349116 + value: 37.96561121548906 - type: nauc_recall_at_5_max - value: 27.90842581577196 + value: 38.25573176800016 - type: nauc_recall_at_5_std - value: -3.646479982111823 + value: -5.896110553981627 - type: ndcg_at_1 - value: 38.06 + value: 36.958999999999996 - type: ndcg_at_10 - value: 42.631 + value: 41.912 - type: ndcg_at_100 - value: 49.114000000000004 + value: 48.412 - type: ndcg_at_1000 - value: 51.745 + value: 51.076 - type: ndcg_at_20 - value: 44.895 + value: 44.237 - type: ndcg_at_3 - value: 38.153999999999996 + value: 37.596000000000004 - type: ndcg_at_5 - value: 39.994 + value: 39.257 - type: precision_at_1 - value: 38.06 + value: 36.958999999999996 - type: precision_at_10 - value: 9.35 + value: 9.222 - type: precision_at_100 - value: 1.471 + value: 1.456 - type: precision_at_1000 - value: 0.181 + value: 0.18 - type: precision_at_20 - value: 5.461 + value: 5.404 - type: precision_at_3 - value: 21.555 + value: 21.346999999999998 - type: precision_at_5 - value: 15.443999999999999 + value: 15.204 - type: recall_at_1 - value: 24.834 + value: 24.154 - type: recall_at_10 - value: 51.881 + value: 51.13799999999999 - type: recall_at_100 - value: 79.095 + value: 78.44200000000001 - type: recall_at_1000 - value: 97.077 + value: 96.607 - type: recall_at_20 - value: 59.471 + value: 59.01499999999999 - type: recall_at_3 - value: 37.836 + value: 37.645 - type: recall_at_5 - value: 43.913999999999994 + value: 43.24 task: type: Retrieval - dataset: @@ -9434,85 +9434,85 @@ model-index: type: C-MTEB/CMNLI metrics: - type: cosine_accuracy - value: 69.29645219482863 + value: 70.24654239326519 - type: cosine_accuracy_threshold - value: 83.89029502868652 + value: 65.65687656402588 - type: cosine_ap - value: 76.28529631089978 + value: 76.97337656087815 - type: cosine_f1 - value: 72.18316549496485 + value: 72.89293849658314 - type: cosine_f1_threshold - value: 79.37869429588318 + value: 58.187782764434814 - type: cosine_precision - value: 60.79372699631941 + value: 63.230240549828174 - type: cosine_recall - value: 88.82394201543138 + value: 86.04161795651157 - type: dot_accuracy - value: 69.29645219482863 + value: 70.24654239326519 - type: dot_accuracy_threshold - value: 83.890300989151 + value: 65.65687656402588 - type: dot_ap - value: 76.28533525182606 + value: 76.99306253217402 - type: dot_f1 - value: 72.18316549496485 + value: 72.89293849658314 - type: dot_f1_threshold - value: 79.37869429588318 + value: 58.18778872489929 - type: dot_precision - value: 60.79372699631941 + value: 63.230240549828174 - type: dot_recall - value: 88.82394201543138 + value: 86.04161795651157 - type: euclidean_accuracy - value: 69.29645219482863 + value: 70.24654239326519 - type: euclidean_accuracy_threshold - value: 56.762146949768066 + value: 82.8771710395813 - type: euclidean_ap - value: 76.28547969937172 + value: 76.97337656087815 - type: euclidean_f1 - value: 72.18316549496485 + value: 72.89293849658314 - type: euclidean_f1_threshold - value: 64.22040462493896 + value: 91.44638776779175 - type: euclidean_precision - value: 60.79372699631941 + value: 63.230240549828174 - type: euclidean_recall - value: 88.82394201543138 + value: 86.04161795651157 - type: main_score - value: 76.28547969937172 + value: 76.99306253217402 - type: manhattan_accuracy - value: 68.86349969933855 + value: 69.74143114852676 - type: manhattan_accuracy_threshold - value: 1325.539207458496 + value: 1963.1107330322266 - type: manhattan_ap - value: 75.73527179489312 + value: 76.44289061856252 - type: manhattan_f1 - value: 71.93284110448064 + value: 72.70526528142021 - type: manhattan_f1_threshold - value: 1450.2345085144043 + value: 2121.240234375 - type: manhattan_precision - value: 63.386809269162214 + value: 63.93471704807522 - type: manhattan_recall - value: 83.14238952536824 + value: 84.26467149871405 - type: max_ap - value: 76.28547969937172 + value: 76.99306253217402 - type: max_f1 - value: 72.18316549496485 + value: 72.89293849658314 - type: max_precision - value: 63.386809269162214 + value: 63.93471704807522 - type: max_recall - value: 88.82394201543138 + value: 86.04161795651157 - type: similarity_accuracy - value: 69.29645219482863 + value: 70.24654239326519 - type: similarity_accuracy_threshold - value: 83.89029502868652 + value: 65.65687656402588 - type: similarity_ap - value: 76.28529631089978 + value: 76.97337656087815 - type: similarity_f1 - value: 72.18316549496485 + value: 72.89293849658314 - type: similarity_f1_threshold - value: 79.37869429588318 + value: 58.187782764434814 - type: similarity_precision - value: 60.79372699631941 + value: 63.230240549828174 - type: similarity_recall - value: 88.82394201543138 + value: 86.04161795651157 task: type: PairClassification - dataset: @@ -9523,287 +9523,287 @@ model-index: type: C-MTEB/CovidRetrieval metrics: - type: main_score - value: 82.76599999999999 + value: 82.09100000000001 - type: map_at_1 - value: 70.99600000000001 + value: 69.679 - type: map_at_10 - value: 79.022 + value: 78.188 - type: map_at_100 - value: 79.262 + value: 78.432 - type: map_at_1000 - value: 79.266 + value: 78.435 - type: map_at_20 - value: 79.211 + value: 78.358 - type: map_at_3 - value: 77.081 + value: 76.458 - type: map_at_5 - value: 78.348 + value: 77.525 - type: mrr_at_1 - value: 71.12750263435194 + value: 69.86301369863014 - type: mrr_at_10 - value: 79.00563667686959 + value: 78.1891966481008 - type: mrr_at_100 - value: 79.24545000482046 + value: 78.43100887014927 - type: mrr_at_1000 - value: 79.24986213861123 + value: 78.43409905944281 - type: mrr_at_20 - value: 79.19503716749968 + value: 78.3583713625236 - type: mrr_at_3 - value: 77.1338250790306 + value: 76.5015806111697 - type: mrr_at_5 - value: 78.38250790305591 + value: 77.5816649104321 - type: nauc_map_at_1000_diff1 - value: 79.78007097062118 + value: 78.7565094457952 - type: nauc_map_at_1000_max - value: 31.495494389521216 + value: 43.44153271106606 - type: nauc_map_at_1000_std - value: -44.554113523471585 + value: -43.35643127411659 - type: nauc_map_at_100_diff1 - value: 79.77901003479913 + value: 78.75464512949722 - type: nauc_map_at_100_max - value: 31.501728637681925 + value: 43.44614729899657 - type: nauc_map_at_100_std - value: -44.54526589087225 + value: -43.35662894001264 - type: nauc_map_at_10_diff1 - value: 79.70465086616332 + value: 78.6150484744859 - type: nauc_map_at_10_max - value: 31.447942385382856 + value: 43.22212591985456 - type: nauc_map_at_10_std - value: -44.86102015819248 + value: -43.68204084683379 - type: nauc_map_at_1_diff1 - value: 81.89774804895447 + value: 81.86147718901591 - type: nauc_map_at_1_max - value: 29.53109235427305 + value: 43.27595769557031 - type: nauc_map_at_1_std - value: -42.80277721451948 + value: -40.832434398434316 - type: nauc_map_at_20_diff1 - value: 79.77871635635559 + value: 78.72313916367459 - type: nauc_map_at_20_max - value: 31.560274527206733 + value: 43.527065459801754 - type: nauc_map_at_20_std - value: -44.55008236120152 + value: -43.299315170766626 - type: nauc_map_at_3_diff1 - value: 79.37871528079008 + value: 78.6799910684285 - type: nauc_map_at_3_max - value: 30.314627717947655 + value: 42.319407684110274 - type: nauc_map_at_3_std - value: -46.583081505018214 + value: -45.537423149362695 - type: nauc_map_at_5_diff1 - value: 79.47410569600237 + value: 78.25825961555257 - type: nauc_map_at_5_max - value: 30.717452787943255 + value: 42.66902641451189 - type: nauc_map_at_5_std - value: -45.56487302807213 + value: -44.2482231636208 - type: nauc_mrr_at_1000_diff1 - value: 79.83396133475738 + value: 78.77840881732628 - type: nauc_mrr_at_1000_max - value: 31.902081193300802 + value: 43.75052183199315 - type: nauc_mrr_at_1000_std - value: -44.32825329012893 + value: -42.89324434781183 - type: nauc_mrr_at_100_diff1 - value: 79.832888351025 + value: 78.7765411998645 - type: nauc_mrr_at_100_max - value: 31.90821451879506 + value: 43.755086077231056 - type: nauc_mrr_at_100_std - value: -44.31946551133598 + value: -42.89351661301109 - type: nauc_mrr_at_10_diff1 - value: 79.75766328526763 + value: 78.63610310385711 - type: nauc_mrr_at_10_max - value: 31.84709271229474 + value: 43.52324483162967 - type: nauc_mrr_at_10_std - value: -44.64251370779262 + value: -43.23477882995708 - type: nauc_mrr_at_1_diff1 - value: 81.88675621341875 + value: 81.65699303519479 - type: nauc_mrr_at_1_max - value: 30.624768062722435 + value: 44.202391758796914 - type: nauc_mrr_at_1_std - value: -41.826968180693456 + value: -39.36327383599781 - type: nauc_mrr_at_20_diff1 - value: 79.83221800317402 + value: 78.7443733650774 - type: nauc_mrr_at_20_max - value: 31.96340672339527 + value: 43.83081490577578 - type: nauc_mrr_at_20_std - value: -44.32956320098315 + value: -42.848142406550764 - type: nauc_mrr_at_3_diff1 - value: 79.34629346809106 + value: 78.64356391070008 - type: nauc_mrr_at_3_max - value: 31.358295528236113 + value: 42.76861798176099 - type: nauc_mrr_at_3_std - value: -45.97803582281396 + value: -44.84496156914284 - type: nauc_mrr_at_5_diff1 - value: 79.494177213373 + value: 78.22192606452634 - type: nauc_mrr_at_5_max - value: 31.52236804483443 + value: 43.12757659228294 - type: nauc_mrr_at_5_std - value: -45.138775893398694 + value: -43.471573840955344 - type: nauc_ndcg_at_1000_diff1 - value: 79.42223230573576 + value: 78.1838616987732 - type: nauc_ndcg_at_1000_max - value: 32.28843903409106 + value: 43.859382162396884 - type: nauc_ndcg_at_1000_std - value: -44.3133954110294 + value: -43.30653697283926 - type: nauc_ndcg_at_100_diff1 - value: 79.3929907054809 + value: 78.13119295479274 - type: nauc_ndcg_at_100_max - value: 32.49291426150998 + value: 44.01086911321529 - type: nauc_ndcg_at_100_std - value: -43.996604718501075 + value: -43.24874302093996 - type: nauc_ndcg_at_10_diff1 - value: 79.11644773352661 + value: 77.48152464096923 - type: nauc_ndcg_at_10_max - value: 32.54744027915217 + value: 43.264264169510504 - type: nauc_ndcg_at_10_std - value: -45.44820798746672 + value: -44.580175112852835 - type: nauc_ndcg_at_1_diff1 - value: 81.71471193659804 + value: 81.43455985468403 - type: nauc_ndcg_at_1_max - value: 30.56723762753589 + value: 44.252000550874484 - type: nauc_ndcg_at_1_std - value: -42.00582595178881 + value: -39.38237995087698 - type: nauc_ndcg_at_20_diff1 - value: 79.34070754205227 + value: 77.85410963490207 - type: nauc_ndcg_at_20_max - value: 33.08175655505984 + value: 44.68578065287876 - type: nauc_ndcg_at_20_std - value: -43.93297429354463 + value: -42.87046493321746 - type: nauc_ndcg_at_3_diff1 - value: 78.41040890432154 + value: 77.55400028908774 - type: nauc_ndcg_at_3_max - value: 30.540602587995053 + value: 41.47690499246867 - type: nauc_ndcg_at_3_std - value: -48.682741281966244 + value: -47.96239510251043 - type: nauc_ndcg_at_5_diff1 - value: 78.52045059102817 + value: 76.55817027861454 - type: nauc_ndcg_at_5_max - value: 31.145620595701786 + value: 42.01696124525059 - type: nauc_ndcg_at_5_std - value: -46.96161213475506 + value: -45.6385058409844 - type: nauc_precision_at_1000_diff1 - value: -26.20700295711843 + value: -28.009627138628257 - type: nauc_precision_at_1000_max - value: 50.992072309587066 + value: 29.24459991455739 - type: nauc_precision_at_1000_std - value: 49.034232966809896 + value: 58.852174419737146 - type: nauc_precision_at_100_diff1 - value: -1.2318650992746658 + value: -6.814208555904227 - type: nauc_precision_at_100_max - value: 54.103623972545876 + value: 38.58450802218331 - type: nauc_precision_at_100_std - value: 38.158651434354105 + value: 39.48885778925581 - type: nauc_precision_at_10_diff1 - value: 47.40081635911143 + value: 42.69404009383913 - type: nauc_precision_at_10_max - value: 46.01760789553407 + value: 39.72607044424161 - type: nauc_precision_at_10_std - value: -22.545587533051467 + value: -22.31713351851116 - type: nauc_precision_at_1_diff1 - value: 81.71471193659804 + value: 81.43455985468403 - type: nauc_precision_at_1_max - value: 30.56723762753589 + value: 44.252000550874484 - type: nauc_precision_at_1_std - value: -42.00582595178881 + value: -39.38237995087698 - type: nauc_precision_at_20_diff1 - value: 31.902645462266044 + value: 31.218498932644845 - type: nauc_precision_at_20_max - value: 60.06037928799191 + value: 55.11413173622635 - type: nauc_precision_at_20_std - value: 10.125381568485691 + value: 7.702910966907561 - type: nauc_precision_at_3_diff1 - value: 70.23181696295782 + value: 67.07260136293569 - type: nauc_precision_at_3_max - value: 31.33307476962615 + value: 37.464338835123904 - type: nauc_precision_at_3_std - value: -52.773523783308995 + value: -51.72773522807322 - type: nauc_precision_at_5_diff1 - value: 63.24118340779976 + value: 57.11817879149 - type: nauc_precision_at_5_max - value: 35.536460706118284 + value: 37.78607913838418 - type: nauc_precision_at_5_std - value: -43.859100503715496 + value: -41.3489934177573 - type: nauc_recall_at_1000_diff1 - value: 63.10783066308766 + value: 58.37811197433529 - type: nauc_recall_at_1000_max - value: 64.17746555050037 + value: 77.70125019980898 - type: nauc_recall_at_1000_std - value: -1.1314627694685895 + value: -7.415635097287519 - type: nauc_recall_at_100_diff1 - value: 70.70747402244945 + value: 64.57899134001917 - type: nauc_recall_at_100_max - value: 63.81462634298472 + value: 74.20013410570942 - type: nauc_recall_at_100_std - value: 2.7329437124855858 + value: -20.672136729747088 - type: nauc_recall_at_10_diff1 - value: 74.5724683430861 + value: 67.93094200727559 - type: nauc_recall_at_10_max - value: 42.06028697147503 + value: 43.42164333462216 - type: nauc_recall_at_10_std - value: -50.426163431789384 + value: -53.33541950399078 - type: nauc_recall_at_1_diff1 - value: 81.89774804895447 + value: 81.86147718901591 - type: nauc_recall_at_1_max - value: 29.53109235427305 + value: 43.27595769557031 - type: nauc_recall_at_1_std - value: -42.80277721451948 + value: -40.832434398434316 - type: nauc_recall_at_20_diff1 - value: 74.1386367152198 + value: 67.50567004840833 - type: nauc_recall_at_20_max - value: 60.26605112943992 + value: 68.28046074793383 - type: nauc_recall_at_20_std - value: -24.167905489617926 + value: -29.574869314866653 - type: nauc_recall_at_3_diff1 - value: 74.68360442418249 + value: 73.0577497285433 - type: nauc_recall_at_3_max - value: 29.73174978017023 + value: 36.948110275313425 - type: nauc_recall_at_3_std - value: -58.048521143234844 + value: -59.30189498397615 - type: nauc_recall_at_5_diff1 - value: 73.33434605574439 + value: 66.98956370201739 - type: nauc_recall_at_5_max - value: 31.829043506426963 + value: 37.16579792310329 - type: nauc_recall_at_5_std - value: -55.33176739081927 + value: -54.60597345402122 - type: ndcg_at_1 - value: 71.233 + value: 69.968 - type: ndcg_at_10 - value: 82.76599999999999 + value: 82.09100000000001 - type: ndcg_at_100 - value: 83.799 + value: 83.177 - type: ndcg_at_1000 - value: 83.898 + value: 83.258 - type: ndcg_at_20 - value: 83.44 + value: 82.68799999999999 - type: ndcg_at_3 - value: 79.03999999999999 + value: 78.666 - type: ndcg_at_5 - value: 81.285 + value: 80.613 - type: precision_at_1 - value: 71.233 + value: 69.968 - type: precision_at_10 - value: 9.526 + value: 9.504999999999999 - type: precision_at_100 - value: 0.9990000000000001 + value: 1.0 - type: precision_at_1000 value: 0.101 - type: precision_at_20 - value: 4.8950000000000005 + value: 4.868 - type: precision_at_3 - value: 28.346 + value: 28.486 - type: precision_at_5 - value: 18.124000000000002 + value: 18.082 - type: recall_at_1 - value: 70.99600000000001 + value: 69.679 - type: recall_at_10 - value: 94.31 + value: 94.099 - type: recall_at_100 - value: 98.84100000000001 + value: 98.946 - type: recall_at_1000 value: 99.579 - type: recall_at_20 - value: 96.944 + value: 96.417 - type: recall_at_3 - value: 84.589 + value: 84.958 - type: recall_at_5 - value: 89.98899999999999 + value: 89.726 task: type: Retrieval - dataset: @@ -9814,287 +9814,287 @@ model-index: type: C-MTEB/DuRetrieval metrics: - type: main_score - value: 82.353 + value: 82.093 - type: map_at_1 - value: 23.408 + value: 23.294 - type: map_at_10 - value: 73.302 + value: 73.087 - type: map_at_100 - value: 76.532 + value: 76.378 - type: map_at_1000 - value: 76.578 + value: 76.429 - type: map_at_20 - value: 75.765 + value: 75.645 - type: map_at_3 - value: 49.297999999999995 + value: 49.49 - type: map_at_5 - value: 62.96000000000001 + value: 62.79900000000001 - type: mrr_at_1 - value: 83.3 + value: 82.65 - type: mrr_at_10 - value: 88.85841269841264 + value: 88.56652777777776 - type: mrr_at_100 - value: 88.937851229216 + value: 88.65106019759902 - type: mrr_at_1000 - value: 88.94253811030754 + value: 88.65548524359767 - type: mrr_at_20 - value: 88.90522789194803 + value: 88.62234385196844 - type: mrr_at_3 - value: 88.31666666666662 + value: 88.0333333333333 - type: mrr_at_5 - value: 88.66416666666662 + value: 88.43083333333333 - type: nauc_map_at_1000_diff1 - value: 3.978108165433077 + value: 3.017682068149073 - type: nauc_map_at_1000_max - value: 32.84013060265069 + value: 43.31894144534087 - type: nauc_map_at_1000_std - value: 17.104374545928255 + value: 14.103477261758462 - type: nauc_map_at_100_diff1 - value: 3.9594456007844183 + value: 3.01786018428549 - type: nauc_map_at_100_max - value: 32.84323698444807 + value: 43.304578781010584 - type: nauc_map_at_100_std - value: 17.083360165851175 + value: 14.104821995278524 - type: nauc_map_at_10_diff1 - value: 6.564428602685249 + value: 6.00776493567358 - type: nauc_map_at_10_max - value: 29.490007273766956 + value: 40.050232117264265 - type: nauc_map_at_10_std - value: 6.955854455105477 + value: 3.8907867883058964 - type: nauc_map_at_1_diff1 - value: 43.01902060700144 + value: 40.656271709573616 - type: nauc_map_at_1_max - value: -8.940094269879843 + value: -6.665245760519005 - type: nauc_map_at_1_std - value: -28.063233795166276 + value: -29.384443787821894 - type: nauc_map_at_20_diff1 - value: 4.446904145850981 + value: 3.462215302112235 - type: nauc_map_at_20_max - value: 32.47424290913474 + value: 42.97592478608055 - type: nauc_map_at_20_std - value: 14.957146942696257 + value: 11.923153462330815 - type: nauc_map_at_3_diff1 - value: 25.91745605988797 + value: 24.857326825495797 - type: nauc_map_at_3_max - value: 3.661124903759869 + value: 7.79715123136744 - type: nauc_map_at_3_std - value: -21.936610233451646 + value: -24.158608608669 - type: nauc_map_at_5_diff1 - value: 16.629939273347865 + value: 16.134527943963175 - type: nauc_map_at_5_max - value: 14.666913498454564 + value: 21.945455683828534 - type: nauc_map_at_5_std - value: -12.39941441022446 + value: -15.417311822489824 - type: nauc_mrr_at_1000_diff1 - value: 26.08525262735903 + value: 22.608720258580345 - type: nauc_mrr_at_1000_max - value: 47.86393129438558 + value: 57.14809743855488 - type: nauc_mrr_at_1000_std - value: 28.811634091001743 + value: 26.500042115342154 - type: nauc_mrr_at_100_diff1 - value: 26.081836904532153 + value: 22.60822245173703 - type: nauc_mrr_at_100_max - value: 47.880134050815 + value: 57.16085387711407 - type: nauc_mrr_at_100_std - value: 28.828980969011475 + value: 26.52114951859548 - type: nauc_mrr_at_10_diff1 - value: 26.09549377249783 + value: 22.698266613067958 - type: nauc_mrr_at_10_max - value: 48.11004429436051 + value: 57.405277806586454 - type: nauc_mrr_at_10_std - value: 29.041772733561455 + value: 26.753463349560942 - type: nauc_mrr_at_1_diff1 - value: 26.095576390896717 + value: 25.116149229327394 - type: nauc_mrr_at_1_max - value: 40.102786808829485 + value: 50.18786123051239 - type: nauc_mrr_at_1_std - value: 21.16142603421125 + value: 17.896523926314035 - type: nauc_mrr_at_20_diff1 - value: 26.078553311053394 + value: 22.63109662240636 - type: nauc_mrr_at_20_max - value: 47.9955055491724 + value: 57.25789480886964 - type: nauc_mrr_at_20_std - value: 28.92844826033336 + value: 26.628848293894535 - type: nauc_mrr_at_3_diff1 - value: 25.736821420614447 + value: 22.29030169026751 - type: nauc_mrr_at_3_max - value: 48.30695057366758 + value: 57.78690245871875 - type: nauc_mrr_at_3_std - value: 29.295726311215475 + value: 26.961874143079275 - type: nauc_mrr_at_5_diff1 - value: 25.979034861669714 + value: 22.539256613417436 - type: nauc_mrr_at_5_max - value: 48.500915285456344 + value: 57.640952298152946 - type: nauc_mrr_at_5_std - value: 29.449704923164106 + value: 27.166131522241564 - type: nauc_ndcg_at_1000_diff1 - value: 6.624272455812551 + value: 4.335459030896887 - type: nauc_ndcg_at_1000_max - value: 41.526519286613414 + value: 51.40790109857344 - type: nauc_ndcg_at_1000_std - value: 27.91983541845217 + value: 25.223663033428558 - type: nauc_ndcg_at_100_diff1 - value: 6.033169661320914 + value: 3.756968920629851 - type: nauc_ndcg_at_100_max - value: 41.6841728152419 + value: 51.23131481991569 - type: nauc_ndcg_at_100_std - value: 28.35967524719135 + value: 25.896007604039635 - type: nauc_ndcg_at_10_diff1 - value: 5.627968389448389 + value: 3.7299699790096703 - type: nauc_ndcg_at_10_max - value: 37.18261001317417 + value: 47.98647382256022 - type: nauc_ndcg_at_10_std - value: 19.757054878692408 + value: 17.025514680687277 - type: nauc_ndcg_at_1_diff1 - value: 26.095576390896717 + value: 25.116149229327394 - type: nauc_ndcg_at_1_max - value: 40.102786808829485 + value: 50.18786123051239 - type: nauc_ndcg_at_1_std - value: 21.16142603421125 + value: 17.896523926314035 - type: nauc_ndcg_at_20_diff1 - value: 5.678380464964442 + value: 3.692033975506179 - type: nauc_ndcg_at_20_max - value: 40.70268508824627 + value: 50.70003527682141 - type: nauc_ndcg_at_20_std - value: 25.003203457508622 + value: 22.512279629260227 - type: nauc_ndcg_at_3_diff1 - value: 5.7196343030730645 + value: 5.101141943602369 - type: nauc_ndcg_at_3_max - value: 34.50950904905902 + value: 44.526033252737705 - type: nauc_ndcg_at_3_std - value: 20.099411226966403 + value: 17.21985170533644 - type: nauc_ndcg_at_5_diff1 - value: 7.398974214665505 + value: 5.128269340707157 - type: nauc_ndcg_at_5_max - value: 31.777872881596885 + value: 40.74953442421861 - type: nauc_ndcg_at_5_std - value: 14.212532410116573 + value: 10.54615337986913 - type: nauc_precision_at_1000_diff1 - value: -26.784369186388286 + value: -28.088666590713135 - type: nauc_precision_at_1000_max - value: 20.9055343942668 + value: 23.005522720304104 - type: nauc_precision_at_1000_std - value: 48.97851074406537 + value: 50.173926122648524 - type: nauc_precision_at_100_diff1 - value: -27.79381730090699 + value: -28.968645059600682 - type: nauc_precision_at_100_max - value: 22.80005440633608 + value: 25.04622827770351 - type: nauc_precision_at_100_std - value: 50.935594672026795 + value: 52.230491589978115 - type: nauc_precision_at_10_diff1 - value: -30.285772529280557 + value: -30.253268763729245 - type: nauc_precision_at_10_max - value: 32.73392928068347 + value: 38.44381775116214 - type: nauc_precision_at_10_std - value: 47.96878369413408 + value: 47.93579661356217 - type: nauc_precision_at_1_diff1 - value: 26.095576390896717 + value: 25.116149229327394 - type: nauc_precision_at_1_max - value: 40.102786808829485 + value: 50.18786123051239 - type: nauc_precision_at_1_std - value: 21.16142603421125 + value: 17.896523926314035 - type: nauc_precision_at_20_diff1 - value: -28.93118180068221 + value: -29.78333017605082 - type: nauc_precision_at_20_max - value: 27.34554979821627 + value: 30.724852767715742 - type: nauc_precision_at_20_std - value: 50.768062841591245 + value: 51.556480994031176 - type: nauc_precision_at_3_diff1 - value: -20.842604987632818 + value: -19.839530913679052 - type: nauc_precision_at_3_max - value: 38.567385349160865 + value: 46.97201811029464 - type: nauc_precision_at_3_std - value: 34.962189381111585 + value: 32.763601276627426 - type: nauc_precision_at_5_diff1 - value: -27.39434681486595 + value: -26.491574031749167 - type: nauc_precision_at_5_max - value: 36.46059763518038 + value: 43.298145808496955 - type: nauc_precision_at_5_std - value: 39.893251684847286 + value: 37.30863792820846 - type: nauc_recall_at_1000_diff1 - value: -11.949093496228018 + value: -30.13364129325676 - type: nauc_recall_at_1000_max - value: 73.88534051191724 + value: 73.24128272106563 - type: nauc_recall_at_1000_std - value: 74.63173870654316 + value: 78.93831159982587 - type: nauc_recall_at_100_diff1 - value: -10.612653444299633 + value: -18.765607920053267 - type: nauc_recall_at_100_max - value: 55.332461824335255 + value: 54.712120419339364 - type: nauc_recall_at_100_std - value: 55.6971441098854 + value: 57.767960027082566 - type: nauc_recall_at_10_diff1 - value: 1.6381390695279527 + value: -0.6052835404182173 - type: nauc_recall_at_10_max - value: 30.7773121587242 + value: 39.946898924388954 - type: nauc_recall_at_10_std - value: 5.983376763709044 + value: 4.709923580866511 - type: nauc_recall_at_1_diff1 - value: 43.01902060700144 + value: 40.656271709573616 - type: nauc_recall_at_1_max - value: -8.940094269879843 + value: -6.665245760519005 - type: nauc_recall_at_1_std - value: -28.063233795166276 + value: -29.384443787821894 - type: nauc_recall_at_20_diff1 - value: -3.5879888483690268 + value: -5.962280989061532 - type: nauc_recall_at_20_max - value: 42.56780359254684 + value: 50.09170736630004 - type: nauc_recall_at_20_std - value: 28.64620011473346 + value: 29.458350383857574 - type: nauc_recall_at_3_diff1 - value: 24.423753178927363 + value: 22.545894407841793 - type: nauc_recall_at_3_max - value: 0.28631207577281326 + value: 2.6193977834875533 - type: nauc_recall_at_3_std - value: -24.79099042560129 + value: -26.87014769293195 - type: nauc_recall_at_5_diff1 - value: 15.716357450134492 + value: 13.352272138382745 - type: nauc_recall_at_5_max - value: 9.923967009889193 + value: 14.75948274133919 - type: nauc_recall_at_5_std - value: -18.11714448988651 + value: -20.70760567642474 - type: ndcg_at_1 - value: 83.3 + value: 82.65 - type: ndcg_at_10 - value: 82.353 + value: 82.093 - type: ndcg_at_100 - value: 85.952 + value: 85.75500000000001 - type: ndcg_at_1000 - value: 86.393 + value: 86.247 - type: ndcg_at_20 - value: 84.333 + value: 84.218 - type: ndcg_at_3 - value: 79.128 + value: 79.259 - type: ndcg_at_5 - value: 78.96300000000001 + value: 78.691 - type: precision_at_1 - value: 83.3 + value: 82.65 - type: precision_at_10 - value: 40.36 + value: 40.21 - type: precision_at_100 - value: 4.769 + value: 4.761 - type: precision_at_1000 value: 0.488 - type: precision_at_20 - value: 22.295 + value: 22.303 - type: precision_at_3 - value: 71.25 + value: 71.48299999999999 - type: precision_at_5 - value: 61.18 + value: 60.83 - type: recall_at_1 - value: 23.408 + value: 23.294 - type: recall_at_10 - value: 85.44800000000001 + value: 84.98599999999999 - type: recall_at_100 - value: 96.712 + value: 96.441 - type: recall_at_1000 - value: 98.988 + value: 99.005 - type: recall_at_20 - value: 91.304 + value: 91.263 - type: recall_at_3 - value: 52.65 + value: 52.888000000000005 - type: recall_at_5 - value: 69.81 + value: 69.48100000000001 task: type: Retrieval - dataset: @@ -10105,287 +10105,287 @@ model-index: type: C-MTEB/EcomRetrieval metrics: - type: main_score - value: 63.712999999999994 + value: 62.514 - type: map_at_1 - value: 49.0 + value: 46.800000000000004 - type: map_at_10 - value: 58.620000000000005 + value: 57.108000000000004 - type: map_at_100 - value: 59.183 + value: 57.665 - type: map_at_1000 - value: 59.19799999999999 + value: 57.68600000000001 - type: map_at_20 - value: 58.948 + value: 57.469 - type: map_at_3 - value: 55.883 + value: 54.167 - type: map_at_5 - value: 57.452999999999996 + value: 56.077 - type: mrr_at_1 - value: 49.0 + value: 46.800000000000004 - type: mrr_at_10 - value: 58.61988095238089 + value: 57.10785714285714 - type: mrr_at_100 - value: 59.18251462760907 + value: 57.66479182756831 - type: mrr_at_1000 - value: 59.1981896580556 + value: 57.685955034269185 - type: mrr_at_20 - value: 58.94805232134562 + value: 57.46916307505702 - type: mrr_at_3 - value: 55.883333333333304 + value: 54.16666666666663 - type: mrr_at_5 - value: 57.4533333333333 + value: 56.07666666666664 - type: nauc_map_at_1000_diff1 - value: 60.33101842801658 + value: 61.542672828066 - type: nauc_map_at_1000_max - value: 19.502683068762945 + value: 31.85700200032805 - type: nauc_map_at_1000_std - value: -9.052741690420172 + value: -11.620181705591662 - type: nauc_map_at_100_diff1 - value: 60.320202163437884 + value: 61.53813237491788 - type: nauc_map_at_100_max - value: 19.511425958183473 + value: 31.874036133018084 - type: nauc_map_at_100_std - value: -9.046775711361885 + value: -11.59724786321096 - type: nauc_map_at_10_diff1 - value: 60.32228179956949 + value: 61.38313778334582 - type: nauc_map_at_10_max - value: 19.6159978656515 + value: 31.740467380708182 - type: nauc_map_at_10_std - value: -9.132522477977544 + value: -12.100842206709821 - type: nauc_map_at_1_diff1 - value: 61.89621977613427 + value: 63.66949701943299 - type: nauc_map_at_1_max - value: 15.015734335373715 + value: 28.133811910672573 - type: nauc_map_at_1_std - value: -12.641774992365185 + value: -14.453510006377535 - type: nauc_map_at_20_diff1 - value: 60.351130642660486 + value: 61.5638057215127 - type: nauc_map_at_20_max - value: 19.433343357030232 + value: 31.904214948036756 - type: nauc_map_at_20_std - value: -9.21598413872683 + value: -11.719473194737628 - type: nauc_map_at_3_diff1 - value: 60.26725821298107 + value: 61.19354745729959 - type: nauc_map_at_3_max - value: 18.3498595109406 + value: 29.813217610060548 - type: nauc_map_at_3_std - value: -10.051517839346984 + value: -13.883839488771295 - type: nauc_map_at_5_diff1 - value: 60.164921439673925 + value: 61.08733612041498 - type: nauc_map_at_5_max - value: 18.593900545400267 + value: 31.255100654464012 - type: nauc_map_at_5_std - value: -9.934110598947624 + value: -12.09065665533858 - type: nauc_mrr_at_1000_diff1 - value: 60.33101842801658 + value: 61.542672828066 - type: nauc_mrr_at_1000_max - value: 19.502683068762945 + value: 31.85700200032805 - type: nauc_mrr_at_1000_std - value: -9.052741690420172 + value: -11.620181705591662 - type: nauc_mrr_at_100_diff1 - value: 60.320202163437884 + value: 61.53813237491788 - type: nauc_mrr_at_100_max - value: 19.511425958183473 + value: 31.874036133018084 - type: nauc_mrr_at_100_std - value: -9.046775711361885 + value: -11.59724786321096 - type: nauc_mrr_at_10_diff1 - value: 60.32228179956949 + value: 61.38313778334582 - type: nauc_mrr_at_10_max - value: 19.6159978656515 + value: 31.740467380708182 - type: nauc_mrr_at_10_std - value: -9.132522477977544 + value: -12.100842206709821 - type: nauc_mrr_at_1_diff1 - value: 61.89621977613427 + value: 63.66949701943299 - type: nauc_mrr_at_1_max - value: 15.015734335373715 + value: 28.133811910672573 - type: nauc_mrr_at_1_std - value: -12.641774992365185 + value: -14.453510006377535 - type: nauc_mrr_at_20_diff1 - value: 60.351130642660486 + value: 61.5638057215127 - type: nauc_mrr_at_20_max - value: 19.433343357030232 + value: 31.904214948036756 - type: nauc_mrr_at_20_std - value: -9.21598413872683 + value: -11.719473194737628 - type: nauc_mrr_at_3_diff1 - value: 60.26725821298107 + value: 61.19354745729959 - type: nauc_mrr_at_3_max - value: 18.3498595109406 + value: 29.813217610060548 - type: nauc_mrr_at_3_std - value: -10.051517839346984 + value: -13.883839488771295 - type: nauc_mrr_at_5_diff1 - value: 60.164921439673925 + value: 61.08733612041498 - type: nauc_mrr_at_5_max - value: 18.593900545400267 + value: 31.255100654464012 - type: nauc_mrr_at_5_std - value: -9.934110598947624 + value: -12.09065665533858 - type: nauc_ndcg_at_1000_diff1 - value: 60.190733838614676 + value: 61.404354519031024 - type: nauc_ndcg_at_1000_max - value: 22.361539210340222 + value: 34.5568056709905 - type: nauc_ndcg_at_1000_std - value: -5.745163462434749 + value: -8.194258261068375 - type: nauc_ndcg_at_100_diff1 - value: 59.89473232352801 + value: 61.31111013617605 - type: nauc_ndcg_at_100_max - value: 22.68282893350434 + value: 35.081274620942295 - type: nauc_ndcg_at_100_std - value: -5.4179387740783 + value: -7.567587216846379 - type: nauc_ndcg_at_10_diff1 - value: 60.07971889322107 + value: 60.796642472721004 - type: nauc_ndcg_at_10_max - value: 22.591286648072977 + value: 34.413253540105245 - type: nauc_ndcg_at_10_std - value: -6.68500894448089 + value: -10.263251244353334 - type: nauc_ndcg_at_1_diff1 - value: 61.89621977613427 + value: 63.66949701943299 - type: nauc_ndcg_at_1_max - value: 15.015734335373715 + value: 28.133811910672573 - type: nauc_ndcg_at_1_std - value: -12.641774992365185 + value: -14.453510006377535 - type: nauc_ndcg_at_20_diff1 - value: 60.182873920240475 + value: 61.439123475952975 - type: nauc_ndcg_at_20_max - value: 21.964898434175247 + value: 35.038091592005536 - type: nauc_ndcg_at_20_std - value: -6.906365610289816 + value: -8.792780272975662 - type: nauc_ndcg_at_3_diff1 - value: 59.8208566369894 + value: 60.2950660942529 - type: nauc_ndcg_at_3_max - value: 19.388884168625417 + value: 30.257013442417087 - type: nauc_ndcg_at_3_std - value: -9.151250601081255 + value: -13.671873921177202 - type: nauc_ndcg_at_5_diff1 - value: 59.599342583351955 + value: 60.04926753266181 - type: nauc_ndcg_at_5_max - value: 19.8910854628725 + value: 33.00050110783418 - type: nauc_ndcg_at_5_std - value: -8.885354650481215 + value: -10.293915982801868 - type: nauc_precision_at_1000_diff1 - value: 63.58164887576627 + value: 65.86104527280983 - type: nauc_precision_at_1000_max - value: 92.23383046912454 + value: 92.22150398620967 - type: nauc_precision_at_1000_std - value: 87.13881949176067 + value: 80.3718068423948 - type: nauc_precision_at_100_diff1 - value: 53.73002142033278 + value: 61.343931511998676 - type: nauc_precision_at_100_max - value: 70.37128576920941 + value: 77.89479428134884 - type: nauc_precision_at_100_std - value: 55.41687263140533 + value: 53.242509124861904 - type: nauc_precision_at_10_diff1 - value: 59.41629120257138 + value: 58.498529223685814 - type: nauc_precision_at_10_max - value: 38.24957021696883 + value: 48.5105315454464 - type: nauc_precision_at_10_std - value: 6.335412380239172 + value: -0.8844333821952514 - type: nauc_precision_at_1_diff1 - value: 61.89621977613427 + value: 63.66949701943299 - type: nauc_precision_at_1_max - value: 15.015734335373715 + value: 28.133811910672573 - type: nauc_precision_at_1_std - value: -12.641774992365185 + value: -14.453510006377535 - type: nauc_precision_at_20_diff1 - value: 59.95367722749617 + value: 62.21692302833121 - type: nauc_precision_at_20_max - value: 38.11970211089507 + value: 56.42904519756148 - type: nauc_precision_at_20_std - value: 8.468361991180146 + value: 11.768421717570398 - type: nauc_precision_at_3_diff1 - value: 58.418401476502524 + value: 57.386050314704676 - type: nauc_precision_at_3_max - value: 22.708479411978058 + value: 31.63922112989413 - type: nauc_precision_at_3_std - value: -6.238867799833925 + value: -12.983862277916117 - type: nauc_precision_at_5_diff1 - value: 57.54249152786323 + value: 56.111301892551865 - type: nauc_precision_at_5_max - value: 24.64947877432984 + value: 39.97271825396829 - type: nauc_precision_at_5_std - value: -5.018047100033905 + value: -2.9622634310133646 - type: nauc_recall_at_1000_diff1 - value: 63.581648875766604 + value: 65.86104527280992 - type: nauc_recall_at_1000_max - value: 92.23383046912458 + value: 92.22150398620987 - type: nauc_recall_at_1000_std - value: 87.13881949176098 + value: 80.37180684239502 - type: nauc_recall_at_100_diff1 - value: 53.73002142033278 + value: 61.34393151199862 - type: nauc_recall_at_100_max - value: 70.37128576920976 + value: 77.89479428134887 - type: nauc_recall_at_100_std - value: 55.41687263140555 + value: 53.242509124862025 - type: nauc_recall_at_10_diff1 - value: 59.41629120257145 + value: 58.49852922368592 - type: nauc_recall_at_10_max - value: 38.2495702169689 + value: 48.51053154544651 - type: nauc_recall_at_10_std - value: 6.335412380239176 + value: -0.8844333821952685 - type: nauc_recall_at_1_diff1 - value: 61.89621977613427 + value: 63.66949701943299 - type: nauc_recall_at_1_max - value: 15.015734335373715 + value: 28.133811910672573 - type: nauc_recall_at_1_std - value: -12.641774992365185 + value: -14.453510006377535 - type: nauc_recall_at_20_diff1 - value: 59.95367722749639 + value: 62.216923028331315 - type: nauc_recall_at_20_max - value: 38.11970211089514 + value: 56.429045197561635 - type: nauc_recall_at_20_std - value: 8.468361991180268 + value: 11.768421717570599 - type: nauc_recall_at_3_diff1 - value: 58.41840147650248 + value: 57.38605031470464 - type: nauc_recall_at_3_max - value: 22.708479411978043 + value: 31.639221129894047 - type: nauc_recall_at_3_std - value: -6.238867799833981 + value: -12.983862277916192 - type: nauc_recall_at_5_diff1 - value: 57.542491527863206 + value: 56.111301892551865 - type: nauc_recall_at_5_max - value: 24.649478774330014 + value: 39.97271825396825 - type: nauc_recall_at_5_std - value: -5.018047100033782 + value: -2.962263431013432 - type: ndcg_at_1 - value: 49.0 + value: 46.800000000000004 - type: ndcg_at_10 - value: 63.712999999999994 + value: 62.514 - type: ndcg_at_100 - value: 66.523 + value: 65.22 - type: ndcg_at_1000 - value: 66.922 + value: 65.717 - type: ndcg_at_20 - value: 64.904 + value: 63.778999999999996 - type: ndcg_at_3 - value: 58.099000000000004 + value: 56.58800000000001 - type: ndcg_at_5 - value: 60.913 + value: 60.039 - type: precision_at_1 - value: 49.0 + value: 46.800000000000004 - type: precision_at_10 - value: 7.99 + value: 7.960000000000001 - type: precision_at_100 - value: 0.932 + value: 0.923 - type: precision_at_1000 value: 0.096 - type: precision_at_20 - value: 4.2299999999999995 + value: 4.2250000000000005 - type: precision_at_3 - value: 21.5 + value: 21.2 - type: precision_at_5 - value: 14.26 + value: 14.399999999999999 - type: recall_at_1 - value: 49.0 + value: 46.800000000000004 - type: recall_at_10 - value: 79.9 + value: 79.60000000000001 - type: recall_at_100 - value: 93.2 + value: 92.30000000000001 - type: recall_at_1000 - value: 96.3 + value: 96.1 - type: recall_at_20 - value: 84.6 + value: 84.5 - type: recall_at_3 - value: 64.5 + value: 63.6 - type: recall_at_5 - value: 71.3 + value: 72.0 task: type: Retrieval - dataset: @@ -10396,13 +10396,13 @@ model-index: type: C-MTEB/IFlyTek-classification metrics: - type: accuracy - value: 49.188149288187766 + value: 49.018853405155824 - type: f1 - value: 35.82742058478872 + value: 36.34797570897239 - type: f1_weighted - value: 46.33812923348324 + value: 46.595946626038284 - type: main_score - value: 49.188149288187766 + value: 49.018853405155824 task: type: Classification - dataset: @@ -10413,17 +10413,17 @@ model-index: type: C-MTEB/JDReview-classification metrics: - type: accuracy - value: 83.45215759849907 + value: 80.76923076923077 - type: ap - value: 49.602287249765666 + value: 43.91219315273788 - type: ap_weighted - value: 49.602287249765666 + value: 43.91219315273788 - type: f1 - value: 77.84519218126933 + value: 74.3959076760867 - type: f1_weighted - value: 84.83784419250833 + value: 82.41054854790659 - type: main_score - value: 83.45215759849907 + value: 80.76923076923077 task: type: Classification - dataset: @@ -10434,23 +10434,23 @@ model-index: type: C-MTEB/LCQMC metrics: - type: cosine_pearson - value: 66.78399631818323 + value: 66.42169614903062 - type: cosine_spearman - value: 70.38648345929874 + value: 69.6209380589209 - type: euclidean_pearson - value: 68.79036522204457 + value: 68.13684291689385 - type: euclidean_spearman - value: 70.38649454085622 + value: 69.62093584082648 - type: main_score - value: 70.38648345929874 + value: 69.6209380589209 - type: manhattan_pearson - value: 68.74927335399974 + value: 67.98872700847923 - type: manhattan_spearman - value: 70.3453886791424 + value: 69.46732039256112 - type: pearson - value: 66.78399631818323 + value: 66.42169614903062 - type: spearman - value: 70.38648345929874 + value: 69.6209380589209 task: type: STS - dataset: @@ -10461,23 +10461,23 @@ model-index: type: C-MTEB/Mmarco-reranking metrics: - type: main_score - value: 26.991570930656568 + value: 28.40392786552284 - type: map - value: 26.991570930656568 + value: 28.40392786552284 - type: mrr - value: 25.460714285714285 + value: 26.729761904761908 - type: nAUC_map_diff1 - value: 12.174277381054415 + value: 11.013649297702722 - type: nAUC_map_max - value: 5.768145859960792 + value: 10.17419646298121 - type: nAUC_map_std - value: -0.6863999286086584 + value: -0.8563449479185579 - type: nAUC_mrr_diff1 - value: 11.83053464449912 + value: 10.279159084348438 - type: nAUC_mrr_max - value: 4.893060023643725 + value: 9.945986054772508 - type: nAUC_mrr_std - value: -0.22755376963555723 + value: -0.7829405326492496 task: type: Reranking - dataset: @@ -10488,287 +10488,287 @@ model-index: type: C-MTEB/MMarcoRetrieval metrics: - type: main_score - value: 78.679 + value: 78.527 - type: map_at_1 - value: 65.349 + value: 65.179 - type: map_at_10 - value: 74.802 + value: 74.603 - type: map_at_100 - value: 75.141 + value: 74.957 - type: map_at_1000 - value: 75.151 + value: 74.967 - type: map_at_20 - value: 75.03999999999999 + value: 74.857 - type: map_at_3 - value: 72.831 + value: 72.611 - type: map_at_5 - value: 74.09400000000001 + value: 73.916 - type: mrr_at_1 - value: 67.55014326647564 + value: 67.44985673352436 - type: mrr_at_10 - value: 75.31912038932084 + value: 75.1962125346795 - type: mrr_at_100 - value: 75.6225574951573 + value: 75.50889677029757 - type: mrr_at_1000 - value: 75.63176308010398 + value: 75.51801374083685 - type: mrr_at_20 - value: 75.53574557856176 + value: 75.42326193241115 - type: mrr_at_3 - value: 73.59598853868198 + value: 73.4670487106018 - type: mrr_at_5 - value: 74.70343839541526 + value: 74.58166189111732 - type: nauc_map_at_1000_diff1 - value: 77.81972509758704 + value: 77.3975532985191 - type: nauc_map_at_1000_max - value: 27.445457824343595 + value: 38.64013999373193 - type: nauc_map_at_1000_std - value: -18.60670002314929 + value: -18.151216910688003 - type: nauc_map_at_100_diff1 - value: 77.81776087022583 + value: 77.39458303918599 - type: nauc_map_at_100_max - value: 27.465677796741794 + value: 38.65525502999619 - type: nauc_map_at_100_std - value: -18.574455053179566 + value: -18.12441923873744 - type: nauc_map_at_10_diff1 - value: 77.668921503636 + value: 77.23576973574656 - type: nauc_map_at_10_max - value: 27.564476726876563 + value: 38.79698916303308 - type: nauc_map_at_10_std - value: -18.67577233314456 + value: -18.205472833807896 - type: nauc_map_at_1_diff1 - value: 80.13251752826227 + value: 79.56817309653695 - type: nauc_map_at_1_max - value: 19.700940114548352 + value: 30.973318622760697 - type: nauc_map_at_1_std - value: -24.276498497801104 + value: -24.193358631119697 - type: nauc_map_at_20_diff1 - value: 77.76444686257037 + value: 77.345553469177 - type: nauc_map_at_20_max - value: 27.507355610895434 + value: 38.72033702371551 - type: nauc_map_at_20_std - value: -18.570029885207234 + value: -18.10235546630277 - type: nauc_map_at_3_diff1 - value: 77.62870706241021 + value: 77.1519821962318 - type: nauc_map_at_3_max - value: 25.979199504514654 + value: 37.252293129620995 - type: nauc_map_at_3_std - value: -20.480776195240768 + value: -19.84875198107134 - type: nauc_map_at_5_diff1 - value: 77.68046637184071 + value: 77.2287177052444 - type: nauc_map_at_5_max - value: 27.068345296401887 + value: 38.476432730452075 - type: nauc_map_at_5_std - value: -19.515458511154968 + value: -18.833903805578974 - type: nauc_mrr_at_1000_diff1 - value: 78.12673001253819 + value: 77.60661485922789 - type: nauc_mrr_at_1000_max - value: 28.23584877768183 + value: 39.26857638609446 - type: nauc_mrr_at_1000_std - value: -17.765605843184606 + value: -17.210038373130672 - type: nauc_mrr_at_100_diff1 - value: 78.12476632443614 + value: 77.6047988273367 - type: nauc_mrr_at_100_max - value: 28.255499574563654 + value: 39.28361327448562 - type: nauc_mrr_at_100_std - value: -17.73302695902061 + value: -17.182790454560294 - type: nauc_mrr_at_10_diff1 - value: 77.98552897771079 + value: 77.44371207652814 - type: nauc_mrr_at_10_max - value: 28.433270245298903 + value: 39.432881586168236 - type: nauc_mrr_at_10_std - value: -17.721467674164725 + value: -17.187536228701045 - type: nauc_mrr_at_1_diff1 - value: 80.74164178463916 + value: 80.1195041268915 - type: nauc_mrr_at_1_max - value: 23.400992011183135 + value: 34.89315898346597 - type: nauc_mrr_at_1_std - value: -23.155846305708668 + value: -22.677099986196357 - type: nauc_mrr_at_20_diff1 - value: 78.08519488707572 + value: 77.56988644291731 - type: nauc_mrr_at_20_max - value: 28.305974768972476 + value: 39.36167345604126 - type: nauc_mrr_at_20_std - value: -17.70766096956611 + value: -17.145663178457347 - type: nauc_mrr_at_3_diff1 - value: 77.99203426607973 + value: 77.39068122320302 - type: nauc_mrr_at_3_max - value: 27.39053740753677 + value: 38.47661490489044 - type: nauc_mrr_at_3_std - value: -19.110899565832597 + value: -18.43635735134857 - type: nauc_mrr_at_5_diff1 - value: 77.99012861357085 + value: 77.4281674181642 - type: nauc_mrr_at_5_max - value: 28.018453732422905 + value: 39.25097124947119 - type: nauc_mrr_at_5_std - value: -18.45275089190139 + value: -17.602522743868 - type: nauc_ndcg_at_1000_diff1 - value: 77.37899152370498 + value: 76.95670356559812 - type: nauc_ndcg_at_1000_max - value: 29.715512454119402 + value: 40.6770789376407 - type: nauc_ndcg_at_1000_std - value: -15.311768186844196 + value: -14.94643027722271 - type: nauc_ndcg_at_100_diff1 - value: 77.30487512550962 + value: 76.87957397912506 - type: nauc_ndcg_at_100_max - value: 30.358291073116767 + value: 41.19597481618689 - type: nauc_ndcg_at_100_std - value: -14.276238712942787 + value: -13.986176551639787 - type: nauc_ndcg_at_10_diff1 - value: 76.55306779956729 + value: 76.10924614757609 - type: nauc_ndcg_at_10_max - value: 31.003218536597576 + value: 41.944551608825854 - type: nauc_ndcg_at_10_std - value: -14.528637377688142 + value: -14.226261266280796 - type: nauc_ndcg_at_1_diff1 - value: 80.74164178463916 + value: 80.1195041268915 - type: nauc_ndcg_at_1_max - value: 23.400992011183135 + value: 34.89315898346597 - type: nauc_ndcg_at_1_std - value: -23.155846305708668 + value: -22.677099986196357 - type: nauc_ndcg_at_20_diff1 - value: 76.92359358217516 + value: 76.54328645801156 - type: nauc_ndcg_at_20_max - value: 30.734983558658648 + value: 41.74852133446564 - type: nauc_ndcg_at_20_std - value: -14.12117266760052 + value: -13.721836426277093 - type: nauc_ndcg_at_3_diff1 - value: 76.65174056138369 + value: 76.10773063555531 - type: nauc_ndcg_at_3_max - value: 27.744998584618365 + value: 38.87928533895388 - type: nauc_ndcg_at_3_std - value: -18.596857381234265 + value: -17.814064081229805 - type: nauc_ndcg_at_5_diff1 - value: 76.64434516875298 + value: 76.12333455766735 - type: nauc_ndcg_at_5_max - value: 29.580949778455096 + value: 41.0111924070866 - type: nauc_ndcg_at_5_std - value: -16.820146947848347 + value: -15.867928392632393 - type: nauc_precision_at_1000_diff1 - value: -15.819998326963425 + value: -16.14969196445021 - type: nauc_precision_at_1000_max - value: 22.790060032171432 + value: 19.73159766274731 - type: nauc_precision_at_1000_std - value: 25.646210332652032 + value: 27.142682237659233 - type: nauc_precision_at_100_diff1 - value: -3.225658983047692 + value: -2.7404602427028384 - type: nauc_precision_at_100_max - value: 31.046785086458396 + value: 29.32737928846563 - type: nauc_precision_at_100_std - value: 30.64496213174489 + value: 31.47152367892466 - type: nauc_precision_at_10_diff1 - value: 22.399826113454544 + value: 22.989404353424035 - type: nauc_precision_at_10_max - value: 37.17215584865757 + value: 41.47175896072229 - type: nauc_precision_at_10_std - value: 16.375879066453813 + value: 17.23968993050545 - type: nauc_precision_at_1_diff1 - value: 80.74164178463916 + value: 80.1195041268915 - type: nauc_precision_at_1_max - value: 23.400992011183135 + value: 34.89315898346597 - type: nauc_precision_at_1_std - value: -23.155846305708668 + value: -22.677099986196357 - type: nauc_precision_at_20_diff1 - value: 11.824890141102545 + value: 11.7431142315164 - type: nauc_precision_at_20_max - value: 35.7858012680296 + value: 37.384349885824264 - type: nauc_precision_at_20_std - value: 24.36537306318588 + value: 25.87695876238002 - type: nauc_precision_at_3_diff1 - value: 46.964579254137156 + value: 47.30485784652924 - type: nauc_precision_at_3_max - value: 31.240508812172248 + value: 39.30794798179377 - type: nauc_precision_at_3_std - value: -4.790609954536406 + value: -3.0460303025064817 - type: nauc_precision_at_5_diff1 - value: 35.92331054363029 + value: 35.666358661107026 - type: nauc_precision_at_5_max - value: 34.58921599366064 + value: 41.154619102386434 - type: nauc_precision_at_5_std - value: 3.955705927038542 + value: 6.165343239340201 - type: nauc_recall_at_1000_diff1 - value: 69.82124326053469 + value: 70.47489516037629 - type: nauc_recall_at_1000_max - value: 77.26332872982017 + value: 86.38892936750754 - type: nauc_recall_at_1000_std - value: 74.20589405678723 + value: 71.41939627488728 - type: nauc_recall_at_100_diff1 - value: 71.09335151657598 + value: 71.35454604674862 - type: nauc_recall_at_100_max - value: 74.66551138520433 + value: 78.8056119793468 - type: nauc_recall_at_100_std - value: 62.296014312578606 + value: 56.673602022438885 - type: nauc_recall_at_10_diff1 - value: 68.34266216578438 + value: 68.01157430899912 - type: nauc_recall_at_10_max - value: 51.776074855673635 + value: 61.03890280082228 - type: nauc_recall_at_10_std - value: 11.551590635685633 + value: 10.215903390979168 - type: nauc_recall_at_1_diff1 - value: 80.13251752826227 + value: 79.56817309653695 - type: nauc_recall_at_1_max - value: 19.700940114548352 + value: 30.973318622760697 - type: nauc_recall_at_1_std - value: -24.276498497801104 + value: -24.193358631119697 - type: nauc_recall_at_20_diff1 - value: 68.44098404116468 + value: 68.89627277773923 - type: nauc_recall_at_20_max - value: 58.0709257934264 + value: 68.37263311017512 - type: nauc_recall_at_20_std - value: 27.20288447881239 + value: 26.936453327892735 - type: nauc_recall_at_3_diff1 - value: 72.224364274587 + value: 71.48557875771924 - type: nauc_recall_at_3_max - value: 32.11973511168104 + value: 42.86820384579516 - type: nauc_recall_at_3_std - value: -13.287781131985849 + value: -12.098244840151215 - type: nauc_recall_at_5_diff1 - value: 70.97684486885963 + value: 70.2043239041581 - type: nauc_recall_at_5_max - value: 39.47238239221433 + value: 51.32402340231743 - type: nauc_recall_at_5_std - value: -5.749985209368605 + value: -3.7213044749573516 - type: ndcg_at_1 - value: 67.55 + value: 67.45 - type: ndcg_at_10 - value: 78.679 + value: 78.527 - type: ndcg_at_100 - value: 80.16 + value: 80.022 - type: ndcg_at_1000 - value: 80.42 + value: 80.295 - type: ndcg_at_20 - value: 79.50500000000001 + value: 79.387 - type: ndcg_at_3 - value: 74.96199999999999 + value: 74.775 - type: ndcg_at_5 - value: 77.093 + value: 76.955 - type: precision_at_1 - value: 67.55 + value: 67.45 - type: precision_at_10 - value: 9.589 + value: 9.576 - type: precision_at_100 - value: 1.031 + value: 1.03 - type: precision_at_1000 value: 0.105 - type: precision_at_20 - value: 4.966 + value: 4.968 - type: precision_at_3 - value: 28.319 + value: 28.247 - type: precision_at_5 - value: 18.129 + value: 18.12 - type: recall_at_1 - value: 65.349 + value: 65.179 - type: recall_at_10 - value: 90.10000000000001 + value: 90.059 - type: recall_at_100 - value: 96.685 + value: 96.612 - type: recall_at_1000 - value: 98.714 + value: 98.761 - type: recall_at_20 - value: 93.298 + value: 93.345 - type: recall_at_3 - value: 80.324 + value: 80.158 - type: recall_at_5 - value: 85.37700000000001 + value: 85.33 task: type: Retrieval - dataset: @@ -10779,13 +10779,13 @@ model-index: type: mteb/amazon_massive_intent metrics: - type: accuracy - value: 70.94149293880295 + value: 66.3987895090787 - type: f1 - value: 67.43015916458866 + value: 64.01687665476737 - type: f1_weighted - value: 70.02165762549619 + value: 65.22982874187167 - type: main_score - value: 70.94149293880295 + value: 66.3987895090787 task: type: Classification - dataset: @@ -10796,13 +10796,13 @@ model-index: type: mteb/amazon_massive_intent metrics: - type: accuracy - value: 63.05312710154675 + value: 57.36045729657027 - type: f1 - value: 61.11778922874984 + value: 56.21747468274314 - type: f1_weighted - value: 61.425454449692396 + value: 55.328390649701 - type: main_score - value: 63.05312710154675 + value: 57.36045729657027 task: type: Classification - dataset: @@ -10813,13 +10813,13 @@ model-index: type: mteb/amazon_massive_scenario metrics: - type: accuracy - value: 77.79757901815736 + value: 72.56893073301949 - type: f1 - value: 76.85610655879204 + value: 72.51154136026366 - type: f1_weighted - value: 77.36623686607157 + value: 72.06311963012884 - type: main_score - value: 77.79757901815736 + value: 72.56893073301949 task: type: Classification - dataset: @@ -10830,13 +10830,13 @@ model-index: type: mteb/amazon_massive_scenario metrics: - type: accuracy - value: 71.34498991257566 + value: 65.85406859448555 - type: f1 - value: 71.42538497861686 + value: 66.48372498308458 - type: f1_weighted - value: 70.47776598531958 + value: 64.55871847643539 - type: main_score - value: 71.34498991257566 + value: 65.85406859448555 task: type: Classification - dataset: @@ -10847,287 +10847,287 @@ model-index: type: C-MTEB/MedicalRetrieval metrics: - type: main_score - value: 57.528999999999996 + value: 56.908 - type: map_at_1 - value: 48.699999999999996 + value: 48.9 - type: map_at_10 - value: 54.674 + value: 54.25 - type: map_at_100 - value: 55.187 + value: 54.83 - type: map_at_1000 - value: 55.24 + value: 54.882 - type: map_at_20 - value: 54.933 + value: 54.56100000000001 - type: map_at_3 - value: 53.367 + value: 52.849999999999994 - type: map_at_5 - value: 54.081999999999994 + value: 53.68000000000001 - type: mrr_at_1 value: 48.8 - type: mrr_at_10 - value: 54.71369047619046 + value: 54.199801587301565 - type: mrr_at_100 - value: 55.23606881716415 + value: 54.77998734976407 - type: mrr_at_1000 - value: 55.2887596380029 + value: 54.83211631195485 - type: mrr_at_20 - value: 54.98226974307081 + value: 54.5113749215181 - type: mrr_at_3 - value: 53.41666666666666 + value: 52.79999999999999 - type: mrr_at_5 - value: 54.131666666666646 + value: 53.62999999999998 - type: nauc_map_at_1000_diff1 - value: 79.392997677128 + value: 77.0640933059526 - type: nauc_map_at_1000_max - value: 47.4042544614244 + value: 63.16274968632399 - type: nauc_map_at_1000_std - value: 23.2164546714886 + value: 18.619837049196065 - type: nauc_map_at_100_diff1 - value: 79.3811285055918 + value: 77.04445583336185 - type: nauc_map_at_100_max - value: 47.399489637525214 + value: 63.15706393184247 - type: nauc_map_at_100_std - value: 23.24298678047571 + value: 18.64155998589979 - type: nauc_map_at_10_diff1 - value: 79.51795702164893 + value: 77.22712088218655 - type: nauc_map_at_10_max - value: 47.3775323018549 + value: 63.30058912930664 - type: nauc_map_at_10_std - value: 22.863584607876017 + value: 18.160155214919893 - type: nauc_map_at_1_diff1 - value: 82.77387889149895 + value: 80.61224354354235 - type: nauc_map_at_1_max - value: 48.92316018033766 + value: 62.572123712325435 - type: nauc_map_at_1_std - value: 20.670920881420933 + value: 14.871521237919676 - type: nauc_map_at_20_diff1 - value: 79.36321354500926 + value: 77.07286173147263 - type: nauc_map_at_20_max - value: 47.347135287818695 + value: 63.202977088050595 - type: nauc_map_at_20_std - value: 23.128792587733724 + value: 18.57384319939196 - type: nauc_map_at_3_diff1 - value: 79.89693675044646 + value: 77.7109995359582 - type: nauc_map_at_3_max - value: 47.999519454025815 + value: 63.78258137206212 - type: nauc_map_at_3_std - value: 22.67285215587248 + value: 18.042684958317746 - type: nauc_map_at_5_diff1 - value: 79.72880868956226 + value: 77.5173268034033 - type: nauc_map_at_5_max - value: 47.870829359727615 + value: 63.60896273345633 - type: nauc_map_at_5_std - value: 22.75976001331719 + value: 18.337375109892935 - type: nauc_mrr_at_1000_diff1 - value: 79.2558524289943 + value: 77.20209036966065 - type: nauc_mrr_at_1000_max - value: 47.68193948210489 + value: 62.97580811011348 - type: nauc_mrr_at_1000_std - value: 23.488171939833503 + value: 18.44115737398761 - type: nauc_mrr_at_100_diff1 - value: 79.2441760972466 + value: 77.18226388841661 - type: nauc_mrr_at_100_max - value: 47.67677923765432 + value: 62.97038456010131 - type: nauc_mrr_at_100_std - value: 23.51432250784555 + value: 18.463125747032876 - type: nauc_mrr_at_10_diff1 - value: 79.39423493974832 + value: 77.36328933490991 - type: nauc_mrr_at_10_max - value: 47.672297066929545 + value: 63.11563976266347 - type: nauc_mrr_at_10_std - value: 23.13845505800058 + value: 17.9835435088557 - type: nauc_mrr_at_1_diff1 - value: 82.51854957699533 + value: 80.86832719436983 - type: nauc_mrr_at_1_max - value: 49.43475537911197 + value: 62.2229505238464 - type: nauc_mrr_at_1_std - value: 21.172657021240443 + value: 14.538993917649432 - type: nauc_mrr_at_20_diff1 - value: 79.22702612117199 + value: 77.2097698787093 - type: nauc_mrr_at_20_max - value: 47.62286080846738 + value: 63.017080064318556 - type: nauc_mrr_at_20_std - value: 23.398587017649174 + value: 18.39623244159318 - type: nauc_mrr_at_3_diff1 - value: 79.76301529177348 + value: 77.84444444444445 - type: nauc_mrr_at_3_max - value: 48.26663425470944 + value: 63.60112488521577 - type: nauc_mrr_at_3_std - value: 22.935349467987145 + value: 17.869513314967858 - type: nauc_mrr_at_5_diff1 - value: 79.5934610019844 + value: 77.65216072112915 - type: nauc_mrr_at_5_max - value: 48.1407033814883 + value: 63.425697442969195 - type: nauc_mrr_at_5_std - value: 23.025008156084695 + value: 18.162393013741234 - type: nauc_ndcg_at_1000_diff1 - value: 77.97548063568358 + value: 75.47130124736644 - type: nauc_ndcg_at_1000_max - value: 46.670156188276266 + value: 62.72720721246217 - type: nauc_ndcg_at_1000_std - value: 25.32524568996684 + value: 21.168388385323816 - type: nauc_ndcg_at_100_diff1 - value: 77.58788261282791 + value: 74.89812399955154 - type: nauc_ndcg_at_100_max - value: 46.366231150510664 + value: 62.474891176235936 - type: nauc_ndcg_at_100_std - value: 26.02842093987038 + value: 21.705385352598352 - type: nauc_ndcg_at_10_diff1 - value: 78.15883898742274 + value: 75.69785924655157 - type: nauc_ndcg_at_10_max - value: 46.181496192291974 + value: 62.99877901137755 - type: nauc_ndcg_at_10_std - value: 23.997358704992077 + value: 19.277137244210792 - type: nauc_ndcg_at_1_diff1 - value: 82.77387889149895 + value: 80.61224354354235 - type: nauc_ndcg_at_1_max - value: 48.92316018033766 + value: 62.572123712325435 - type: nauc_ndcg_at_1_std - value: 20.670920881420933 + value: 14.871521237919676 - type: nauc_ndcg_at_20_diff1 - value: 77.51209948232727 + value: 75.0990592321159 - type: nauc_ndcg_at_20_max - value: 46.02903895633775 + value: 62.6109408298258 - type: nauc_ndcg_at_20_std - value: 25.023178998194467 + value: 20.860473361161567 - type: nauc_ndcg_at_3_diff1 - value: 79.0464751622174 + value: 76.8207938549394 - type: nauc_ndcg_at_3_max - value: 47.65456262552185 + value: 64.06713431084022 - type: nauc_ndcg_at_3_std - value: 23.50005981191216 + value: 19.115482194273362 - type: nauc_ndcg_at_5_diff1 - value: 78.73621060890696 + value: 76.46349661203512 - type: nauc_ndcg_at_5_max - value: 47.4490746627881 + value: 63.75385264512038 - type: nauc_ndcg_at_5_std - value: 23.70727530773819 + value: 19.66201253273682 - type: nauc_precision_at_1000_diff1 - value: 63.42066238259988 + value: 59.81158632607264 - type: nauc_precision_at_1000_max - value: 43.54369198659821 + value: 59.760023412349916 - type: nauc_precision_at_1000_std - value: 55.676388202339524 + value: 62.485193082207935 - type: nauc_precision_at_100_diff1 - value: 67.14856074074835 + value: 62.08543769977759 - type: nauc_precision_at_100_max - value: 40.92023184354666 + value: 57.926010729102806 - type: nauc_precision_at_100_std - value: 45.790641988757145 + value: 43.01747151823387 - type: nauc_precision_at_10_diff1 - value: 73.22243545156664 + value: 70.17035828112795 - type: nauc_precision_at_10_max - value: 41.458823923773686 + value: 61.55881019301375 - type: nauc_precision_at_10_std - value: 28.142697919198138 + value: 22.977660426034763 - type: nauc_precision_at_1_diff1 - value: 82.77387889149895 + value: 80.61224354354235 - type: nauc_precision_at_1_max - value: 48.92316018033766 + value: 62.572123712325435 - type: nauc_precision_at_1_std - value: 20.670920881420933 + value: 14.871521237919676 - type: nauc_precision_at_20_diff1 - value: 69.5822714276579 + value: 66.83361017733561 - type: nauc_precision_at_20_max - value: 40.258145844180724 + value: 59.54232843146045 - type: nauc_precision_at_20_std - value: 33.443132096498665 + value: 30.852559940015073 - type: nauc_precision_at_3_diff1 - value: 76.48729951428531 + value: 74.15534470940514 - type: nauc_precision_at_3_max - value: 46.58972515297812 + value: 64.88848804069414 - type: nauc_precision_at_3_std - value: 26.07700999310317 + value: 22.362855802878954 - type: nauc_precision_at_5_diff1 - value: 75.58859746051998 + value: 73.13872413328627 - type: nauc_precision_at_5_max - value: 46.09484444567729 + value: 64.11963501694296 - type: nauc_precision_at_5_std - value: 26.82420134602608 + value: 23.897642502455515 - type: nauc_recall_at_1000_diff1 - value: 63.42066238260002 + value: 59.81158632607252 - type: nauc_recall_at_1000_max - value: 43.543691986598645 + value: 59.76002341234993 - type: nauc_recall_at_1000_std - value: 55.67638820233998 + value: 62.48519308220787 - type: nauc_recall_at_100_diff1 - value: 67.14856074074834 + value: 62.08543769977762 - type: nauc_recall_at_100_max - value: 40.92023184354673 + value: 57.92601072910286 - type: nauc_recall_at_100_std - value: 45.79064198875728 + value: 43.01747151823391 - type: nauc_recall_at_10_diff1 - value: 73.22243545156665 + value: 70.170358281128 - type: nauc_recall_at_10_max - value: 41.45882392377375 + value: 61.55881019301381 - type: nauc_recall_at_10_std - value: 28.14269791919819 + value: 22.97766042603487 - type: nauc_recall_at_1_diff1 - value: 82.77387889149895 + value: 80.61224354354235 - type: nauc_recall_at_1_max - value: 48.92316018033766 + value: 62.572123712325435 - type: nauc_recall_at_1_std - value: 20.670920881420933 + value: 14.871521237919676 - type: nauc_recall_at_20_diff1 - value: 69.58227142765797 + value: 66.83361017733564 - type: nauc_recall_at_20_max - value: 40.25814584418081 + value: 59.54232843146045 - type: nauc_recall_at_20_std - value: 33.443132096498665 + value: 30.85255994001517 - type: nauc_recall_at_3_diff1 - value: 76.4872995142853 + value: 74.15534470940513 - type: nauc_recall_at_3_max - value: 46.589725152978076 + value: 64.88848804069413 - type: nauc_recall_at_3_std - value: 26.07700999310312 + value: 22.362855802878926 - type: nauc_recall_at_5_diff1 - value: 75.58859746051999 + value: 73.13872413328633 - type: nauc_recall_at_5_max - value: 46.09484444567737 + value: 64.11963501694305 - type: nauc_recall_at_5_std - value: 26.8242013460261 + value: 23.897642502455604 - type: ndcg_at_1 - value: 48.699999999999996 + value: 48.9 - type: ndcg_at_10 - value: 57.528999999999996 + value: 56.908 - type: ndcg_at_100 - value: 60.38 + value: 59.992999999999995 - type: ndcg_at_1000 - value: 61.937 + value: 61.583 - type: ndcg_at_20 - value: 58.518 + value: 58.044 - type: ndcg_at_3 - value: 54.818999999999996 + value: 54.051 - type: ndcg_at_5 - value: 56.101 + value: 55.54 - type: precision_at_1 - value: 48.699999999999996 + value: 48.9 - type: precision_at_10 - value: 6.65 + value: 6.529999999999999 - type: precision_at_100 - value: 0.8059999999999999 + value: 0.803 - type: precision_at_1000 value: 0.093 - type: precision_at_20 - value: 3.5249999999999995 + value: 3.49 - type: precision_at_3 - value: 19.667 + value: 19.167 - type: precision_at_5 - value: 12.42 + value: 12.22 - type: recall_at_1 - value: 48.699999999999996 + value: 48.9 - type: recall_at_10 - value: 66.5 + value: 65.3 - type: recall_at_100 - value: 80.60000000000001 + value: 80.30000000000001 - type: recall_at_1000 - value: 93.2 + value: 93.30000000000001 - type: recall_at_20 - value: 70.5 + value: 69.8 - type: recall_at_3 - value: 59.0 + value: 57.49999999999999 - type: recall_at_5 - value: 62.1 + value: 61.1 task: type: Retrieval - dataset: @@ -11138,13 +11138,13 @@ model-index: type: C-MTEB/MultilingualSentiment-classification metrics: - type: accuracy - value: 78.08 + value: 73.31666666666668 - type: f1 - value: 77.44308848942492 + value: 72.28836634231243 - type: f1_weighted - value: 77.44308848942492 + value: 72.28836634231241 - type: main_score - value: 78.08 + value: 73.31666666666668 task: type: Classification - dataset: @@ -11155,85 +11155,85 @@ model-index: type: C-MTEB/OCNLI metrics: - type: cosine_accuracy - value: 66.8651867893882 + value: 67.02761234434217 - type: cosine_accuracy_threshold - value: 84.34688448905945 + value: 65.14335870742798 - type: cosine_ap - value: 69.83287846115917 + value: 69.4885294263304 - type: cosine_f1 - value: 71.33520074696546 + value: 71.27996381727725 - type: cosine_f1_threshold - value: 83.85992050170898 + value: 58.83575081825256 - type: cosine_precision - value: 63.93305439330545 + value: 62.34177215189873 - type: cosine_recall - value: 80.67581837381204 + value: 83.21013727560718 - type: dot_accuracy - value: 66.8651867893882 + value: 67.02761234434217 - type: dot_accuracy_threshold - value: 84.34690237045288 + value: 65.14337062835693 - type: dot_ap - value: 69.83287846115917 + value: 69.4885294263304 - type: dot_f1 - value: 71.33520074696546 + value: 71.27996381727725 - type: dot_f1_threshold - value: 83.85992050170898 + value: 58.83575677871704 - type: dot_precision - value: 63.93305439330545 + value: 62.34177215189873 - type: dot_recall - value: 80.67581837381204 + value: 83.21013727560718 - type: euclidean_accuracy - value: 66.8651867893882 + value: 67.02761234434217 - type: euclidean_accuracy_threshold - value: 55.95196485519409 + value: 83.49447250366211 - type: euclidean_ap - value: 69.83287846115917 + value: 69.4885294263304 - type: euclidean_f1 - value: 71.33520074696546 + value: 71.27996381727725 - type: euclidean_f1_threshold - value: 56.81561827659607 + value: 90.7350480556488 - type: euclidean_precision - value: 63.93305439330545 + value: 62.34177215189873 - type: euclidean_recall - value: 80.67581837381204 + value: 83.21013727560718 - type: main_score - value: 69.83287846115917 + value: 69.4885294263304 - type: manhattan_accuracy - value: 66.0530590146183 + value: 66.91932864103953 - type: manhattan_accuracy_threshold - value: 1215.458583831787 + value: 1951.8356323242188 - type: manhattan_ap - value: 69.51465499538298 + value: 69.02432804239183 - type: manhattan_f1 - value: 70.56159420289853 + value: 70.89991589571069 - type: manhattan_f1_threshold - value: 1344.7942733764648 + value: 2201.4184951782227 - type: manhattan_precision - value: 61.77636796193497 + value: 58.909853249475894 - type: manhattan_recall - value: 82.259767687434 + value: 89.01795142555439 - type: max_ap - value: 69.83287846115917 + value: 69.4885294263304 - type: max_f1 - value: 71.33520074696546 + value: 71.27996381727725 - type: max_precision - value: 63.93305439330545 + value: 62.34177215189873 - type: max_recall - value: 82.259767687434 + value: 89.01795142555439 - type: similarity_accuracy - value: 66.8651867893882 + value: 67.02761234434217 - type: similarity_accuracy_threshold - value: 84.34688448905945 + value: 65.14335870742798 - type: similarity_ap - value: 69.83287846115917 + value: 69.4885294263304 - type: similarity_f1 - value: 71.33520074696546 + value: 71.27996381727725 - type: similarity_f1_threshold - value: 83.85992050170898 + value: 58.83575081825256 - type: similarity_precision - value: 63.93305439330545 + value: 62.34177215189873 - type: similarity_recall - value: 80.67581837381204 + value: 83.21013727560718 task: type: PairClassification - dataset: @@ -11244,17 +11244,17 @@ model-index: type: C-MTEB/OnlineShopping-classification metrics: - type: accuracy - value: 93.66999999999999 + value: 90.09 - type: ap - value: 92.68160375501351 + value: 88.76450265603408 - type: ap_weighted - value: 92.68160375501351 + value: 88.76450265603408 - type: f1 - value: 93.6673524115384 + value: 90.08779175324347 - type: f1_weighted - value: 93.67269842799493 + value: 90.08719838771795 - type: main_score - value: 93.66999999999999 + value: 90.09 task: type: Classification - dataset: @@ -11265,23 +11265,23 @@ model-index: type: C-MTEB/PAWSX metrics: - type: cosine_pearson - value: 14.427978400689973 + value: 14.271650876491588 - type: cosine_spearman - value: 15.182736434509348 + value: 15.088934657692937 - type: euclidean_pearson - value: 17.726048874983753 + value: 17.64991910323611 - type: euclidean_spearman - value: 15.201779286945575 + value: 15.11015719401991 - type: main_score - value: 15.182736434509348 + value: 15.088934657692937 - type: manhattan_pearson - value: 17.715716154164234 + value: 17.627416265380024 - type: manhattan_spearman - value: 15.250986981738777 + value: 15.186102501045864 - type: pearson - value: 14.427978400689973 + value: 14.271650876491588 - type: spearman - value: 15.182736434509348 + value: 15.088934657692937 task: type: STS - dataset: @@ -11292,23 +11292,23 @@ model-index: type: C-MTEB/QBQTC metrics: - type: cosine_pearson - value: 28.677852039385687 + value: 31.42374000164117 - type: cosine_spearman - value: 30.317414500566187 + value: 34.11139115201034 - type: euclidean_pearson - value: 28.546943523039168 + value: 31.86846452982553 - type: euclidean_spearman - value: 30.31773442605619 + value: 34.11160345676575 - type: main_score - value: 30.317414500566187 + value: 34.11139115201034 - type: manhattan_pearson - value: 29.06524931618951 + value: 31.78171047507477 - type: manhattan_spearman - value: 30.85475318983088 + value: 34.03769440675436 - type: pearson - value: 28.677852039385687 + value: 31.42374000164117 - type: spearman - value: 30.317414500566187 + value: 34.11139115201034 task: type: STS - dataset: @@ -11319,23 +11319,23 @@ model-index: type: mteb/sts22-crosslingual-sts metrics: - type: cosine_pearson - value: 74.25169654144152 + value: 70.18092147138205 - type: cosine_spearman - value: 74.02188505990078 + value: 69.90638729067848 - type: euclidean_pearson - value: 71.78459076777199 + value: 68.5214594150794 - type: euclidean_spearman - value: 74.02188505990078 + value: 69.8926146345444 - type: main_score - value: 74.02188505990078 + value: 69.90638729067848 - type: manhattan_pearson - value: 71.38471936226554 + value: 68.96098064777406 - type: manhattan_spearman - value: 73.72453020549669 + value: 70.49810937340672 - type: pearson - value: 74.25169654144152 + value: 70.18092147138205 - type: spearman - value: 74.02188505990078 + value: 69.90638729067848 task: type: STS - dataset: @@ -11346,23 +11346,23 @@ model-index: type: mteb/sts22-crosslingual-sts metrics: - type: cosine_pearson - value: 77.21035942564082 + value: 75.65018415517595 - type: cosine_spearman - value: 76.57212143103963 + value: 74.96983110528109 - type: euclidean_pearson - value: 78.03973868360728 + value: 77.0199252096022 - type: euclidean_spearman - value: 76.57212143103963 + value: 75.05313744822759 - type: main_score - value: 76.57212143103963 + value: 74.96983110528109 - type: manhattan_pearson - value: 78.16591898142042 + value: 77.28747618528581 - type: manhattan_spearman - value: 76.83958214147293 + value: 74.95188542213391 - type: pearson - value: 77.21035942564082 + value: 75.65018415517595 - type: spearman - value: 76.57212143103963 + value: 74.96983110528109 task: type: STS - dataset: @@ -11373,23 +11373,23 @@ model-index: type: C-MTEB/STSB metrics: - type: cosine_pearson - value: 76.73366278962006 + value: 78.99516686642797 - type: cosine_spearman - value: 78.136597096582 + value: 79.32633637626917 - type: euclidean_pearson - value: 77.15227584574502 + value: 78.21051836357536 - type: euclidean_spearman - value: 78.13622498113003 + value: 79.32612616365205 - type: main_score - value: 78.136597096582 + value: 79.32633637626917 - type: manhattan_pearson - value: 77.02225035694117 + value: 78.18343539953231 - type: manhattan_spearman - value: 78.03964720563964 + value: 79.33355463587682 - type: pearson - value: 76.73366278962006 + value: 78.99516686642797 - type: spearman - value: 78.136597096582 + value: 79.32633637626917 task: type: STS - dataset: @@ -11400,23 +11400,23 @@ model-index: type: C-MTEB/T2Reranking metrics: - type: main_score - value: 66.38154648171584 + value: 66.50583475592573 - type: map - value: 66.38154648171584 + value: 66.50583475592573 - type: mrr - value: 76.14530606871499 + value: 76.66814435094733 - type: nAUC_map_diff1 - value: -9.806394737932642 + value: -7.531687895205624 - type: nAUC_map_max - value: 33.96115791248053 + value: 31.536810866173976 - type: nAUC_map_std - value: -3.643316859964786 + value: 0.584045198013492 - type: nAUC_mrr_diff1 - value: -6.510263484170889 + value: -5.20389538556461 - type: nAUC_mrr_max - value: 26.441557887574124 + value: 26.230205943854155 - type: nAUC_mrr_std - value: -4.608018494327204 + value: -2.321422405480513 task: type: Reranking - dataset: @@ -11427,287 +11427,287 @@ model-index: type: C-MTEB/T2Retrieval metrics: - type: main_score - value: 84.133 + value: 84.048 - type: map_at_1 - value: 27.297 + value: 27.250000000000004 - type: map_at_10 - value: 76.494 + value: 76.43799999999999 - type: map_at_100 - value: 80.119 + value: 80.066 - type: map_at_1000 - value: 80.185 + value: 80.136 - type: map_at_20 - value: 79.251 + value: 79.194 - type: map_at_3 - value: 53.864999999999995 + value: 53.787 - type: map_at_5 - value: 66.143 + value: 66.06 - type: mrr_at_1 - value: 89.57566193231632 + value: 89.4660704892162 - type: mrr_at_10 - value: 92.13000711126722 + value: 92.02673022274553 - type: mrr_at_100 - value: 92.21882184581148 + value: 92.11951616133179 - type: mrr_at_1000 - value: 92.22214774256558 + value: 92.12325682782645 - type: mrr_at_20 - value: 92.18699134744894 + value: 92.08937202287764 - type: mrr_at_3 - value: 91.66228300894257 + value: 91.55853644280776 - type: mrr_at_5 - value: 91.97264597580231 + value: 91.85947454556089 - type: nauc_map_at_1000_diff1 - value: 15.207460819974095 + value: 14.991306664519879 - type: nauc_map_at_1000_max - value: 42.32453165892631 + value: 50.14205870015166 - type: nauc_map_at_1000_std - value: 21.593634336302127 + value: 20.531935138410972 - type: nauc_map_at_100_diff1 - value: 15.216272171820561 + value: 14.981377145101368 - type: nauc_map_at_100_max - value: 42.22983840076597 + value: 50.0447401180562 - type: nauc_map_at_100_std - value: 21.534370324932652 + value: 20.47654947572488 - type: nauc_map_at_10_diff1 - value: 19.599553856210008 + value: 18.790069500020213 - type: nauc_map_at_10_max - value: 30.246318219245573 + value: 37.18636615175541 - type: nauc_map_at_10_std - value: 5.914404965156733 + value: 4.309216124710264 - type: nauc_map_at_1_diff1 - value: 52.87085305237716 + value: 50.94702228516873 - type: nauc_map_at_1_max - value: -24.27989564325726 + value: -23.434673439743328 - type: nauc_map_at_1_std - value: -35.442050298290376 + value: -36.270013046647115 - type: nauc_map_at_20_diff1 - value: 15.87998380728732 + value: 15.442991212547918 - type: nauc_map_at_20_max - value: 39.78308211411551 + value: 47.53165224906053 - type: nauc_map_at_20_std - value: 18.241218939315434 + value: 17.091479886176085 - type: nauc_map_at_3_diff1 - value: 39.155089053329014 + value: 37.34355641131019 - type: nauc_map_at_3_max - value: -11.970155586820502 + value: -9.627767798276931 - type: nauc_map_at_3_std - value: -31.83333979404834 + value: -33.623788261136816 - type: nauc_map_at_5_diff1 - value: 31.43539185744996 + value: 30.08255691506382 - type: nauc_map_at_5_max - value: 3.5586067754503152 + value: 7.523532625631027 - type: nauc_map_at_5_std - value: -20.89939723260621 + value: -22.873284280648562 - type: nauc_mrr_at_1000_diff1 - value: 47.58856242843391 + value: 48.948136368672685 - type: nauc_mrr_at_1000_max - value: 73.33044542878086 + value: 79.31242146814085 - type: nauc_mrr_at_1000_std - value: 41.41370720044016 + value: 42.09118789494853 - type: nauc_mrr_at_100_diff1 - value: 47.58885589082642 + value: 48.95105601935127 - type: nauc_mrr_at_100_max - value: 73.33895048178488 + value: 79.31972489396628 - type: nauc_mrr_at_100_std - value: 41.42862248729776 + value: 42.10749180847621 - type: nauc_mrr_at_10_diff1 - value: 47.60432720674615 + value: 48.909737017066334 - type: nauc_mrr_at_10_max - value: 73.47964069672504 + value: 79.438878924473 - type: nauc_mrr_at_10_std - value: 41.60604407817306 + value: 42.22609309864849 - type: nauc_mrr_at_1_diff1 - value: 47.84195771830615 + value: 49.17057164590014 - type: nauc_mrr_at_1_max - value: 68.95221045759685 + value: 75.50607518284367 - type: nauc_mrr_at_1_std - value: 35.145250281429824 + value: 36.14082103331818 - type: nauc_mrr_at_20_diff1 - value: 47.58534671931297 + value: 48.972145239401705 - type: nauc_mrr_at_20_max - value: 73.39618815713096 + value: 79.37286170468568 - type: nauc_mrr_at_20_std - value: 41.50538366605475 + value: 42.15361640253828 - type: nauc_mrr_at_3_diff1 - value: 47.54080143480509 + value: 48.73407413089388 - type: nauc_mrr_at_3_max - value: 73.27456449852177 + value: 79.31526640124694 - type: nauc_mrr_at_3_std - value: 41.190010138623364 + value: 41.87832848049768 - type: nauc_mrr_at_5_diff1 - value: 47.631799071300314 + value: 48.92974709753988 - type: nauc_mrr_at_5_max - value: 73.50427384392508 + value: 79.52029263445817 - type: nauc_mrr_at_5_std - value: 41.41445819292792 + value: 42.2387927929394 - type: nauc_ndcg_at_1000_diff1 - value: 19.178203338132032 + value: 19.852159219940212 - type: nauc_ndcg_at_1000_max - value: 54.846002008332206 + value: 61.78867818911231 - type: nauc_ndcg_at_1000_std - value: 33.669755579706234 + value: 33.12786556649802 - type: nauc_ndcg_at_100_diff1 - value: 18.825625578528154 + value: 19.3709781000508 - type: nauc_ndcg_at_100_max - value: 53.96154830438667 + value: 60.84802300919614 - type: nauc_ndcg_at_100_std - value: 33.63879617215427 + value: 33.09600270707079 - type: nauc_ndcg_at_10_diff1 - value: 18.95559446945268 + value: 18.890624683095215 - type: nauc_ndcg_at_10_max - value: 44.21334528575739 + value: 52.07035400648073 - type: nauc_ndcg_at_10_std - value: 22.47737214494352 + value: 21.215632742092755 - type: nauc_ndcg_at_1_diff1 - value: 47.84195771830615 + value: 49.17057164590014 - type: nauc_ndcg_at_1_max - value: 68.95221045759685 + value: 75.50607518284367 - type: nauc_ndcg_at_1_std - value: 35.145250281429824 + value: 36.14082103331818 - type: nauc_ndcg_at_20_diff1 - value: 18.915787332802143 + value: 19.15746849253811 - type: nauc_ndcg_at_20_max - value: 48.64628634208606 + value: 55.82176951048079 - type: nauc_ndcg_at_20_std - value: 27.471901227649102 + value: 26.477040534373803 - type: nauc_ndcg_at_3_diff1 - value: 14.800326460175548 + value: 15.61757086504063 - type: nauc_ndcg_at_3_max - value: 58.714123081214986 + value: 66.07148250075376 - type: nauc_ndcg_at_3_std - value: 32.87146819333138 + value: 33.08315717230347 - type: nauc_ndcg_at_5_diff1 - value: 15.117887863548916 + value: 15.934068427718106 - type: nauc_ndcg_at_5_max - value: 51.62270126506565 + value: 59.64275100530712 - type: nauc_ndcg_at_5_std - value: 28.21637936542305 + value: 28.197929106012136 - type: nauc_precision_at_1000_diff1 - value: -34.6115257538737 + value: -32.14239275674187 - type: nauc_precision_at_1000_max - value: 46.57505454335497 + value: 49.003598734673425 - type: nauc_precision_at_1000_std - value: 58.73410354296305 + value: 60.77307108185476 - type: nauc_precision_at_100_diff1 - value: -34.51864090348213 + value: -32.110716229470334 - type: nauc_precision_at_100_max - value: 48.12778307352527 + value: 50.85328281382415 - type: nauc_precision_at_100_std - value: 60.33112526548986 + value: 62.32808109717699 - type: nauc_precision_at_10_diff1 - value: -33.913446995683536 + value: -31.837193489485628 - type: nauc_precision_at_10_max - value: 51.827800576762726 + value: 55.83705208493232 - type: nauc_precision_at_10_std - value: 56.15214316846719 + value: 57.50283019666919 - type: nauc_precision_at_1_diff1 - value: 47.84195771830615 + value: 49.17057164590014 - type: nauc_precision_at_1_max - value: 68.95221045759685 + value: 75.50607518284367 - type: nauc_precision_at_1_std - value: 35.145250281429824 + value: 36.14082103331818 - type: nauc_precision_at_20_diff1 - value: -34.25535498799855 + value: -32.044968169611735 - type: nauc_precision_at_20_max - value: 50.23119733433027 + value: 53.82174008549685 - type: nauc_precision_at_20_std - value: 59.671418737988546 + value: 61.46528672131028 - type: nauc_precision_at_3_diff1 - value: -28.417107232598877 + value: -26.261125878602332 - type: nauc_precision_at_3_max - value: 61.16886341335774 + value: 66.0859983928659 - type: nauc_precision_at_3_std - value: 48.34533128391697 + value: 48.83715827055477 - type: nauc_precision_at_5_diff1 - value: -33.54570066440394 + value: -31.13291937399241 - type: nauc_precision_at_5_max - value: 56.522769824532936 + value: 61.01429282172497 - type: nauc_precision_at_5_std - value: 51.704950593707935 + value: 52.76320524351461 - type: nauc_recall_at_1000_diff1 - value: 2.93977183499487 + value: 6.214349212436889 - type: nauc_recall_at_1000_max - value: 59.19161397622145 + value: 59.08096875098299 - type: nauc_recall_at_1000_std - value: 62.44563668374114 + value: 62.01528677223324 - type: nauc_recall_at_100_diff1 - value: 8.013825549311562 + value: 9.456254682836157 - type: nauc_recall_at_100_max - value: 49.846341160862714 + value: 53.09669357470267 - type: nauc_recall_at_100_std - value: 48.1170998033127 + value: 47.19170803245384 - type: nauc_recall_at_10_diff1 - value: 18.010735796887985 + value: 17.067819451151244 - type: nauc_recall_at_10_max - value: 21.358569425898903 + value: 26.995954619298562 - type: nauc_recall_at_10_std - value: 1.3301139186106035 + value: -1.358304137922756 - type: nauc_recall_at_1_diff1 - value: 52.87085305237716 + value: 50.94702228516873 - type: nauc_recall_at_1_max - value: -24.27989564325726 + value: -23.434673439743328 - type: nauc_recall_at_1_std - value: -35.442050298290376 + value: -36.270013046647115 - type: nauc_recall_at_20_diff1 - value: 11.816321531579238 + value: 12.166170322330789 - type: nauc_recall_at_20_max - value: 36.13782953010234 + value: 41.98372262379903 - type: nauc_recall_at_20_std - value: 23.555109581359886 + value: 21.231284446488473 - type: nauc_recall_at_3_diff1 - value: 37.46336191367832 + value: 35.585610972927654 - type: nauc_recall_at_3_max - value: -16.038670342884316 + value: -14.184820983265075 - type: nauc_recall_at_3_std - value: -34.074784083025214 + value: -36.14847855262556 - type: nauc_recall_at_5_diff1 - value: 30.274716744272567 + value: 29.050625754040084 - type: nauc_recall_at_5_max - value: -4.34067124108913 + value: -1.0410932842186966 - type: nauc_recall_at_5_std - value: -26.21894992157237 + value: -28.261646321102425 - type: ndcg_at_1 - value: 89.576 + value: 89.46600000000001 - type: ndcg_at_10 - value: 84.133 + value: 84.048 - type: ndcg_at_100 - value: 87.773 + value: 87.69 - type: ndcg_at_1000 - value: 88.421 + value: 88.369 - type: ndcg_at_20 - value: 85.909 + value: 85.819 - type: ndcg_at_3 - value: 85.539 + value: 85.473 - type: ndcg_at_5 - value: 84.143 + value: 84.048 - type: precision_at_1 - value: 89.576 + value: 89.46600000000001 - type: precision_at_10 - value: 41.789 + value: 41.772 - type: precision_at_100 - value: 4.995 + value: 4.993 - type: precision_at_1000 value: 0.515 - type: precision_at_20 - value: 23.224 + value: 23.202 - type: precision_at_3 - value: 74.79400000000001 + value: 74.779 - type: precision_at_5 - value: 62.683 + value: 62.63999999999999 - type: recall_at_1 - value: 27.297 + value: 27.250000000000004 - type: recall_at_10 - value: 83.035 + value: 82.934 - type: recall_at_100 - value: 94.915 + value: 94.815 - type: recall_at_1000 - value: 98.225 + value: 98.294 - type: recall_at_20 - value: 88.984 + value: 88.883 - type: recall_at_3 - value: 55.533 + value: 55.458 - type: recall_at_5 - value: 69.575 + value: 69.465 task: type: Retrieval - dataset: @@ -11718,13 +11718,13 @@ model-index: type: C-MTEB/TNews-classification metrics: - type: accuracy - value: 51.664 + value: 51.577000000000005 - type: f1 - value: 49.254634831292336 + value: 49.3938790995325 - type: f1_weighted - value: 51.23047453836118 + value: 51.49872910589875 - type: main_score - value: 51.664 + value: 51.577000000000005 task: type: Classification - dataset: @@ -11735,11 +11735,11 @@ model-index: type: C-MTEB/ThuNewsClusteringP2P metrics: - type: main_score - value: 62.931149356482294 + value: 61.3311446133969 - type: v_measure - value: 62.931149356482294 + value: 61.3311446133969 - type: v_measure_std - value: 1.2113879267357022 + value: 1.4292037065102101 task: type: Clustering - dataset: @@ -11750,11 +11750,11 @@ model-index: type: C-MTEB/ThuNewsClusteringS2S metrics: - type: main_score - value: 59.18138500076393 + value: 56.41668748695762 - type: v_measure - value: 59.18138500076393 + value: 56.41668748695762 - type: v_measure_std - value: 1.441163494106974 + value: 1.096715523512711 task: type: Clustering - dataset: @@ -11765,287 +11765,287 @@ model-index: type: C-MTEB/VideoRetrieval metrics: - type: main_score - value: 72.14500000000001 + value: 70.078 - type: map_at_1 - value: 58.8 + value: 55.60000000000001 - type: map_at_10 - value: 68.014 + value: 65.45100000000001 - type: map_at_100 - value: 68.506 + value: 65.972 - type: map_at_1000 - value: 68.51899999999999 + value: 65.983 - type: map_at_20 - value: 68.333 + value: 65.807 - type: map_at_3 - value: 66.31700000000001 + value: 63.233 - type: map_at_5 - value: 67.31200000000001 + value: 64.66300000000001 - type: mrr_at_1 - value: 58.8 + value: 55.60000000000001 - type: mrr_at_10 - value: 68.01432539682544 + value: 65.4510714285715 - type: mrr_at_100 - value: 68.50595347947811 + value: 65.97165962076099 - type: mrr_at_1000 - value: 68.51919475199976 + value: 65.98320753283919 - type: mrr_at_20 - value: 68.33299226014789 + value: 65.80718845439051 - type: mrr_at_3 - value: 66.3166666666667 + value: 63.23333333333338 - type: mrr_at_5 - value: 67.31166666666671 + value: 64.6633333333334 - type: nauc_map_at_1000_diff1 - value: 68.3842603726721 + value: 61.870954535069615 - type: nauc_map_at_1000_max - value: 5.841784848188991 + value: 23.090300594918375 - type: nauc_map_at_1000_std - value: -31.890361063810364 + value: -37.76103949466824 - type: nauc_map_at_100_diff1 - value: 68.38290538651279 + value: 61.86086531015621 - type: nauc_map_at_100_max - value: 5.851346250195991 + value: 23.103916177822935 - type: nauc_map_at_100_std - value: -31.88363804217233 + value: -37.754472602108585 - type: nauc_map_at_10_diff1 - value: 68.42162270332948 + value: 61.95721168001316 - type: nauc_map_at_10_max - value: 5.545878771437991 + value: 22.895572163222226 - type: nauc_map_at_10_std - value: -32.33063386887081 + value: -38.336243891701066 - type: nauc_map_at_1_diff1 - value: 69.28202470263717 + value: 64.2441219535636 - type: nauc_map_at_1_max - value: 5.263512365959786 + value: 20.64015444888544 - type: nauc_map_at_1_std - value: -29.659416343096055 + value: -35.13259877775077 - type: nauc_map_at_20_diff1 - value: 68.3987969552634 + value: 61.843808986063124 - type: nauc_map_at_20_max - value: 5.7847092517499785 + value: 23.043585376021333 - type: nauc_map_at_20_std - value: -32.0616280955644 + value: -37.96548127355041 - type: nauc_map_at_3_diff1 - value: 68.42478821018057 + value: 61.69619207556679 - type: nauc_map_at_3_max - value: 4.861120340503774 + value: 23.42210304941044 - type: nauc_map_at_3_std - value: -33.56938270962587 + value: -38.25191353860321 - type: nauc_map_at_5_diff1 - value: 68.20507686427763 + value: 61.86402019020591 - type: nauc_map_at_5_max - value: 5.369798374942801 + value: 22.978407043164168 - type: nauc_map_at_5_std - value: -32.83081659270383 + value: -38.543794878087006 - type: nauc_mrr_at_1000_diff1 - value: 68.3842603726721 + value: 61.870954535069615 - type: nauc_mrr_at_1000_max - value: 5.841784848188991 + value: 23.090300594918375 - type: nauc_mrr_at_1000_std - value: -31.890361063810364 + value: -37.76103949466824 - type: nauc_mrr_at_100_diff1 - value: 68.38290538651279 + value: 61.86086531015621 - type: nauc_mrr_at_100_max - value: 5.851346250195991 + value: 23.103916177822935 - type: nauc_mrr_at_100_std - value: -31.88363804217233 + value: -37.754472602108585 - type: nauc_mrr_at_10_diff1 - value: 68.42162270332948 + value: 61.95721168001316 - type: nauc_mrr_at_10_max - value: 5.545878771437991 + value: 22.895572163222226 - type: nauc_mrr_at_10_std - value: -32.33063386887081 + value: -38.336243891701066 - type: nauc_mrr_at_1_diff1 - value: 69.28202470263717 + value: 64.2441219535636 - type: nauc_mrr_at_1_max - value: 5.263512365959786 + value: 20.64015444888544 - type: nauc_mrr_at_1_std - value: -29.659416343096055 + value: -35.13259877775077 - type: nauc_mrr_at_20_diff1 - value: 68.3987969552634 + value: 61.843808986063124 - type: nauc_mrr_at_20_max - value: 5.7847092517499785 + value: 23.043585376021333 - type: nauc_mrr_at_20_std - value: -32.0616280955644 + value: -37.96548127355041 - type: nauc_mrr_at_3_diff1 - value: 68.42478821018057 + value: 61.69619207556679 - type: nauc_mrr_at_3_max - value: 4.861120340503774 + value: 23.42210304941044 - type: nauc_mrr_at_3_std - value: -33.56938270962587 + value: -38.25191353860321 - type: nauc_mrr_at_5_diff1 - value: 68.20507686427763 + value: 61.86402019020591 - type: nauc_mrr_at_5_max - value: 5.369798374942801 + value: 22.978407043164168 - type: nauc_mrr_at_5_std - value: -32.83081659270383 + value: -38.543794878087006 - type: nauc_ndcg_at_1000_diff1 - value: 68.14552912036231 + value: 61.29794077219897 - type: nauc_ndcg_at_1000_max - value: 7.562355001802865 + value: 24.418905186535554 - type: nauc_ndcg_at_1000_std - value: -30.13999419402607 + value: -36.38675333575123 - type: nauc_ndcg_at_100_diff1 - value: 68.09990028004812 + value: 61.01225965851154 - type: nauc_ndcg_at_100_max - value: 7.917285926128676 + value: 24.921415589027195 - type: nauc_ndcg_at_100_std - value: -29.909889861196902 + value: -36.16549229025807 - type: nauc_ndcg_at_10_diff1 - value: 68.32387598538823 + value: 61.49476150514672 - type: nauc_ndcg_at_10_max - value: 6.442888130533218 + value: 23.679233291979195 - type: nauc_ndcg_at_10_std - value: -32.43505234576926 + value: -39.526250662147326 - type: nauc_ndcg_at_1_diff1 - value: 69.28202470263717 + value: 64.2441219535636 - type: nauc_ndcg_at_1_max - value: 5.263512365959786 + value: 20.64015444888544 - type: nauc_ndcg_at_1_std - value: -29.659416343096055 + value: -35.13259877775077 - type: nauc_ndcg_at_20_diff1 - value: 68.19058463118989 + value: 61.056344259506254 - type: nauc_ndcg_at_20_max - value: 7.4710128713487975 + value: 24.4681696774435 - type: nauc_ndcg_at_20_std - value: -31.212367402512527 + value: -38.002129299338705 - type: nauc_ndcg_at_3_diff1 - value: 68.2422738747729 + value: 60.9695336204443 - type: nauc_ndcg_at_3_max - value: 4.866392479207864 + value: 24.561743086278764 - type: nauc_ndcg_at_3_std - value: -35.0611297009806 + value: -39.34620193890538 - type: nauc_ndcg_at_5_diff1 - value: 67.76867006392196 + value: 61.28536259871331 - type: nauc_ndcg_at_5_max - value: 5.876702580928499 + value: 23.821597091549947 - type: nauc_ndcg_at_5_std - value: -33.66450752679279 + value: -39.921602604282256 - type: nauc_precision_at_1000_diff1 - value: 59.01318860877509 + value: 47.896936552397904 - type: nauc_precision_at_1000_max - value: 92.88340336134347 + value: 66.38433151038132 - type: nauc_precision_at_1000_std - value: 92.92425303454743 + value: 60.53532524120673 - type: nauc_precision_at_100_diff1 - value: 62.909039584826274 + value: 44.28363938167843 - type: nauc_precision_at_100_max - value: 53.748941437039655 + value: 64.24732856105429 - type: nauc_precision_at_100_std - value: 25.24916943521579 + value: 17.97489366116728 - type: nauc_precision_at_10_diff1 - value: 68.09729905629663 + value: 59.41726414200426 - type: nauc_precision_at_10_max - value: 12.03384315001613 + value: 27.71264331511937 - type: nauc_precision_at_10_std - value: -31.81483891962282 + value: -45.74776538959631 - type: nauc_precision_at_1_diff1 - value: 69.28202470263717 + value: 64.2441219535636 - type: nauc_precision_at_1_max - value: 5.263512365959786 + value: 20.64015444888544 - type: nauc_precision_at_1_std - value: -29.659416343096055 + value: -35.13259877775077 - type: nauc_precision_at_20_diff1 - value: 66.6897634037554 + value: 54.97651111807045 - type: nauc_precision_at_20_max - value: 23.11402140195658 + value: 36.89454610531955 - type: nauc_precision_at_20_std - value: -20.564049852242167 + value: -34.89329336495018 - type: nauc_precision_at_3_diff1 - value: 67.64170624528396 + value: 58.51696906840075 - type: nauc_precision_at_3_max - value: 4.945160628945999 + value: 28.574341882931513 - type: nauc_precision_at_3_std - value: -40.41499950328566 + value: -43.137791865257384 - type: nauc_precision_at_5_diff1 - value: 65.92840910208848 + value: 59.104993686253025 - type: nauc_precision_at_5_max - value: 8.229706730154186 + value: 27.228062999541013 - type: nauc_precision_at_5_std - value: -36.74013989591443 + value: -45.6178316381737 - type: nauc_recall_at_1000_diff1 - value: 59.01318860877662 + value: 47.89693655239931 - type: nauc_recall_at_1000_max - value: 92.88340336134418 + value: 66.38433151038168 - type: nauc_recall_at_1000_std - value: 92.92425303454706 + value: 60.53532524120724 - type: nauc_recall_at_100_diff1 - value: 62.90903958482619 + value: 44.28363938167848 - type: nauc_recall_at_100_max - value: 53.748941437040145 + value: 64.24732856105405 - type: nauc_recall_at_100_std - value: 25.249169435216018 + value: 17.974893661168153 - type: nauc_recall_at_10_diff1 - value: 68.0972990562968 + value: 59.417264142004434 - type: nauc_recall_at_10_max - value: 12.033843150016319 + value: 27.7126433151196 - type: nauc_recall_at_10_std - value: -31.814838919622566 + value: -45.74776538959598 - type: nauc_recall_at_1_diff1 - value: 69.28202470263717 + value: 64.2441219535636 - type: nauc_recall_at_1_max - value: 5.263512365959786 + value: 20.64015444888544 - type: nauc_recall_at_1_std - value: -29.659416343096055 + value: -35.13259877775077 - type: nauc_recall_at_20_diff1 - value: 66.6897634037554 + value: 54.97651111807084 - type: nauc_recall_at_20_max - value: 23.114021401956656 + value: 36.89454610531971 - type: nauc_recall_at_20_std - value: -20.564049852241986 + value: -34.89329336495006 - type: nauc_recall_at_3_diff1 - value: 67.64170624528384 + value: 58.51696906840065 - type: nauc_recall_at_3_max - value: 4.9451606289460095 + value: 28.574341882931524 - type: nauc_recall_at_3_std - value: -40.41499950328563 + value: -43.13779186525737 - type: nauc_recall_at_5_diff1 - value: 65.92840910208865 + value: 59.104993686253046 - type: nauc_recall_at_5_max - value: 8.229706730154424 + value: 27.228062999540985 - type: nauc_recall_at_5_std - value: -36.740139895914325 + value: -45.617831638173556 - type: ndcg_at_1 - value: 58.8 + value: 55.60000000000001 - type: ndcg_at_10 - value: 72.14500000000001 + value: 70.078 - type: ndcg_at_100 - value: 74.477 + value: 72.489 - type: ndcg_at_1000 - value: 74.821 + value: 72.794 - type: ndcg_at_20 - value: 73.34 + value: 71.354 - type: ndcg_at_3 - value: 68.634 + value: 65.645 - type: ndcg_at_5 - value: 70.416 + value: 68.189 - type: precision_at_1 - value: 58.8 + value: 55.60000000000001 - type: precision_at_10 - value: 8.5 + value: 8.450000000000001 - type: precision_at_100 - value: 0.9570000000000001 + value: 0.955 - type: precision_at_1000 value: 0.098 - type: precision_at_20 - value: 4.49 + value: 4.475 - type: precision_at_3 - value: 25.1 + value: 24.2 - type: precision_at_5 - value: 15.920000000000002 + value: 15.740000000000002 - type: recall_at_1 - value: 58.8 + value: 55.60000000000001 - type: recall_at_10 - value: 85.0 + value: 84.5 - type: recall_at_100 - value: 95.7 + value: 95.5 - type: recall_at_1000 - value: 98.4 + value: 97.89999999999999 - type: recall_at_20 - value: 89.8 + value: 89.5 - type: recall_at_3 - value: 75.3 + value: 72.6 - type: recall_at_5 - value: 79.60000000000001 + value: 78.7 task: type: Retrieval - dataset: @@ -12056,19 +12056,76 @@ model-index: type: C-MTEB/waimai-classification metrics: - type: accuracy - value: 89.12 + value: 85.75999999999999 - type: ap - value: 74.85094489946682 + value: 68.22514159752903 - type: ap_weighted - value: 74.85094489946682 + value: 68.22514159752903 - type: f1 - value: 87.58964139879481 + value: 83.93158616293009 - type: f1_weighted - value: 89.11267843686537 + value: 85.8229689427759 - type: main_score - value: 89.12 + value: 85.75999999999999 task: type: Classification + - dataset: + config: default + name: MTEB AlloProfClusteringP2P + revision: 392ba3f5bcc8c51f578786c1fc3dae648662cb9b + split: test + type: lyon-nlp/alloprof + metrics: + - type: main_score + value: 66.69235568790974 + - type: v_measure + value: 66.69235568790974 + - type: v_measure_std + value: 2.537794350741746 + task: + type: Clustering + - dataset: + config: default + name: MTEB AlloProfClusteringS2S + revision: 392ba3f5bcc8c51f578786c1fc3dae648662cb9b + split: test + type: lyon-nlp/alloprof + metrics: + - type: main_score + value: 49.27280056656315 + - type: v_measure + value: 49.27280056656315 + - type: v_measure_std + value: 3.2810861239751716 + task: + type: Clustering + - dataset: + config: default + name: MTEB AlloprofReranking + revision: 65393d0d7a08a10b4e348135e824f385d420b0fd + split: test + type: lyon-nlp/mteb-fr-reranking-alloprof-s2p + metrics: + - type: main_score + value: 74.05051363767075 + - type: map + value: 74.05051363767075 + - type: mrr + value: 75.32834046111249 + - type: nAUC_map_diff1 + value: 53.43142734542149 + - type: nAUC_map_max + value: 10.45363593380914 + - type: nAUC_map_std + value: 18.04797969501808 + - type: nAUC_mrr_diff1 + value: 52.84895215306421 + - type: nAUC_mrr_max + value: 11.161569184920731 + - type: nAUC_mrr_std + value: 18.116278051231706 + task: + type: Reranking - dataset: config: default name: MTEB AlloprofRetrieval @@ -12077,289 +12134,306 @@ model-index: type: lyon-nlp/alloprof metrics: - type: main_score - value: 50.638000000000005 + value: 46.752 - type: map_at_1 - value: 33.161 + value: 29.404000000000003 - type: map_at_10 - value: 44.698 + value: 40.695 - type: map_at_100 - value: 45.596 + value: 41.638999999999996 - type: map_at_1000 - value: 45.635999999999996 + value: 41.686 - type: map_at_20 - value: 45.265 + value: 41.293 - type: map_at_3 - value: 41.703 + value: 37.464 - type: map_at_5 - value: 43.488 + value: 39.314 - type: mrr_at_1 - value: 33.160621761658035 + value: 29.404145077720205 - type: mrr_at_10 - value: 44.697771883652734 + value: 40.69454724895149 - type: mrr_at_100 - value: 45.59624815182174 + value: 41.6387718358502 - type: mrr_at_1000 - value: 45.63609361771601 + value: 41.686352032537386 - type: mrr_at_20 - value: 45.26480516767501 + value: 41.29302173047876 - type: mrr_at_3 - value: 41.70264824409908 + value: 37.46401842256771 - type: mrr_at_5 - value: 43.488054116292574 + value: 39.314191134139456 - type: nauc_map_at_1000_diff1 - value: 38.49809004106204 + value: 36.81140646424009 - type: nauc_map_at_1000_max - value: 31.640827883359986 + value: 32.558382675482015 - type: nauc_map_at_1000_std - value: 2.5944833693677563 + value: 1.3209245482601717 - type: nauc_map_at_100_diff1 - value: 38.47974017961114 + value: 36.80623533104676 - type: nauc_map_at_100_max - value: 31.6745580307424 + value: 32.58259240121919 - type: nauc_map_at_100_std - value: 2.6197669693649965 + value: 1.3357049662565006 - type: nauc_map_at_10_diff1 - value: 38.43029274269754 + value: 36.701137264179415 - type: nauc_map_at_10_max - value: 31.669351274164402 + value: 32.39187216040168 - type: nauc_map_at_10_std - value: 2.2938216424530955 + value: 1.080168559171855 - type: nauc_map_at_1_diff1 - value: 42.39449280665502 + value: 41.17578040220583 - type: nauc_map_at_1_max - value: 27.396202491464315 + value: 29.250697582326456 - type: nauc_map_at_1_std - value: 0.39154393747181304 + value: 0.015878420007215115 - type: nauc_map_at_20_diff1 - value: 38.44710465218088 + value: 36.78320606729714 - type: nauc_map_at_20_max - value: 31.618626111686442 + value: 32.62394229122364 - type: nauc_map_at_20_std - value: 2.5092690901463994 + value: 1.2875500759697867 - type: nauc_map_at_3_diff1 - value: 38.68180058655341 + value: 36.61724743709236 - type: nauc_map_at_3_max - value: 30.48704606797293 + value: 31.439128101338948 - type: nauc_map_at_3_std - value: 1.6764325554613773 + value: 0.6643615364760862 - type: nauc_map_at_5_diff1 - value: 38.27528363570654 + value: 36.51290373132519 - type: nauc_map_at_5_max - value: 31.105696409714735 + value: 32.06362001986431 - type: nauc_map_at_5_std - value: 2.3132867223174043 + value: 1.0077803528775056 - type: nauc_mrr_at_1000_diff1 - value: 38.49809004106204 + value: 36.81140646424009 - type: nauc_mrr_at_1000_max - value: 31.640827883359986 + value: 32.558382675482015 - type: nauc_mrr_at_1000_std - value: 2.5944833693677563 + value: 1.3209245482601717 - type: nauc_mrr_at_100_diff1 - value: 38.47974017961114 + value: 36.80623533104676 - type: nauc_mrr_at_100_max - value: 31.6745580307424 + value: 32.58259240121919 - type: nauc_mrr_at_100_std - value: 2.6197669693649965 + value: 1.3357049662565006 - type: nauc_mrr_at_10_diff1 - value: 38.43029274269754 + value: 36.701137264179415 - type: nauc_mrr_at_10_max - value: 31.669351274164402 + value: 32.39187216040168 - type: nauc_mrr_at_10_std - value: 2.2938216424530955 + value: 1.080168559171855 - type: nauc_mrr_at_1_diff1 - value: 42.39449280665502 + value: 41.17578040220583 - type: nauc_mrr_at_1_max - value: 27.396202491464315 + value: 29.250697582326456 - type: nauc_mrr_at_1_std - value: 0.39154393747181304 + value: 0.015878420007215115 - type: nauc_mrr_at_20_diff1 - value: 38.44710465218088 + value: 36.78320606729714 - type: nauc_mrr_at_20_max - value: 31.618626111686442 + value: 32.62394229122364 - type: nauc_mrr_at_20_std - value: 2.5092690901463994 + value: 1.2875500759697867 - type: nauc_mrr_at_3_diff1 - value: 38.68180058655341 + value: 36.61724743709236 - type: nauc_mrr_at_3_max - value: 30.48704606797293 + value: 31.439128101338948 - type: nauc_mrr_at_3_std - value: 1.6764325554613773 + value: 0.6643615364760862 - type: nauc_mrr_at_5_diff1 - value: 38.27528363570654 + value: 36.51290373132519 - type: nauc_mrr_at_5_max - value: 31.105696409714735 + value: 32.06362001986431 - type: nauc_mrr_at_5_std - value: 2.3132867223174043 + value: 1.0077803528775056 - type: nauc_ndcg_at_1000_diff1 - value: 37.94639112622322 + value: 36.24076511538488 - type: nauc_ndcg_at_1000_max - value: 33.25000406312992 + value: 34.064413351133496 - type: nauc_ndcg_at_1000_std - value: 3.927246572224288 + value: 2.4530947188501884 - type: nauc_ndcg_at_100_diff1 - value: 37.488139235799 + value: 36.0927603024548 - type: nauc_ndcg_at_100_max - value: 34.38011697151766 + value: 34.98071528431376 - type: nauc_ndcg_at_100_std - value: 4.94760159362139 + value: 3.2048812019743806 - type: nauc_ndcg_at_10_diff1 - value: 37.318669958427996 + value: 35.48231357450575 - type: nauc_ndcg_at_10_max - value: 34.19162673981376 + value: 34.23901754126376 - type: nauc_ndcg_at_10_std - value: 3.2011892955083256 + value: 1.8216358086555313 - type: nauc_ndcg_at_1_diff1 - value: 42.39449280665502 + value: 41.17578040220583 - type: nauc_ndcg_at_1_max - value: 27.396202491464315 + value: 29.250697582326456 - type: nauc_ndcg_at_1_std - value: 0.39154393747181304 + value: 0.015878420007215115 - type: nauc_ndcg_at_20_diff1 - value: 37.290108058390985 + value: 35.762077351924866 - type: nauc_ndcg_at_20_max - value: 34.108858641349556 + value: 35.131282428172504 - type: nauc_ndcg_at_20_std - value: 4.169459504439506 + value: 2.6314418022317088 - type: nauc_ndcg_at_3_diff1 - value: 37.62224828453568 + value: 35.20458098278931 - type: nauc_ndcg_at_3_max - value: 31.519305313909218 + value: 32.10452974167028 - type: nauc_ndcg_at_3_std - value: 2.087339522812091 + value: 0.8794682266965334 - type: nauc_ndcg_at_5_diff1 - value: 36.888334499663785 + value: 34.98508114807989 - type: nauc_ndcg_at_5_max - value: 32.6601407781184 + value: 33.262089912366264 - type: nauc_ndcg_at_5_std - value: 3.2124484680546175 + value: 1.5319350722125793 - type: nauc_precision_at_1000_diff1 - value: 59.19282490825572 + value: 44.666620982624345 - type: nauc_precision_at_1000_max - value: 68.32089152822621 + value: 75.29393255580452 - type: nauc_precision_at_1000_std - value: 67.77161809421868 + value: 55.59900299317424 - type: nauc_precision_at_100_diff1 - value: 29.47575945272322 + value: 34.231014793455486 - type: nauc_precision_at_100_max - value: 63.42195725833949 + value: 57.643182221569056 - type: nauc_precision_at_100_std - value: 34.923105379547344 + value: 24.69069946083384 - type: nauc_precision_at_10_diff1 - value: 33.52501919318297 + value: 31.574888849159986 - type: nauc_precision_at_10_max - value: 44.49893440034256 + value: 41.421761956959116 - type: nauc_precision_at_10_std - value: 6.680426129369459 + value: 4.763962617424729 - type: nauc_precision_at_1_diff1 - value: 42.39449280665502 + value: 41.17578040220583 - type: nauc_precision_at_1_max - value: 27.396202491464315 + value: 29.250697582326456 - type: nauc_precision_at_1_std - value: 0.39154393747181304 + value: 0.015878420007215115 - type: nauc_precision_at_20_diff1 - value: 32.17682672599943 + value: 32.180018178061836 - type: nauc_precision_at_20_max - value: 46.87049521936974 + value: 47.75245184649933 - type: nauc_precision_at_20_std - value: 13.53258332473726 + value: 9.788615791772633 - type: nauc_precision_at_3_diff1 - value: 34.54132207851944 + value: 31.174995495672274 - type: nauc_precision_at_3_max - value: 34.574775459010255 + value: 33.99858581358525 - type: nauc_precision_at_3_std - value: 3.298031208443393 + value: 1.4974582520924251 - type: nauc_precision_at_5_diff1 - value: 32.475852196639195 + value: 30.35676602203525 - type: nauc_precision_at_5_max - value: 37.73978486643185 + value: 37.047443567623354 - type: nauc_precision_at_5_std - value: 6.185472179658329 + value: 3.2312689286293024 - type: nauc_recall_at_1000_diff1 - value: 59.19282490825427 + value: 44.666620982624515 - type: nauc_recall_at_1000_max - value: 68.32089152822542 + value: 75.29393255580267 - type: nauc_recall_at_1000_std - value: 67.77161809421989 + value: 55.59900299317372 - type: nauc_recall_at_100_diff1 - value: 29.475759452723388 + value: 34.23101479345545 - type: nauc_recall_at_100_max - value: 63.421957258339425 + value: 57.64318222156907 - type: nauc_recall_at_100_std - value: 34.92310537954746 + value: 24.690699460833915 - type: nauc_recall_at_10_diff1 - value: 33.525019193182956 + value: 31.574888849159976 - type: nauc_recall_at_10_max - value: 44.498934400342485 + value: 41.42176195695914 - type: nauc_recall_at_10_std - value: 6.680426129369434 + value: 4.763962617424782 - type: nauc_recall_at_1_diff1 - value: 42.39449280665502 + value: 41.17578040220583 - type: nauc_recall_at_1_max - value: 27.396202491464315 + value: 29.250697582326456 - type: nauc_recall_at_1_std - value: 0.39154393747181304 + value: 0.015878420007215115 - type: nauc_recall_at_20_diff1 - value: 32.17682672599945 + value: 32.18001817806187 - type: nauc_recall_at_20_max - value: 46.87049521936974 + value: 47.75245184649934 - type: nauc_recall_at_20_std - value: 13.53258332473721 + value: 9.788615791772733 - type: nauc_recall_at_3_diff1 - value: 34.54132207851946 + value: 31.17499549567227 - type: nauc_recall_at_3_max - value: 34.5747754590102 + value: 33.99858581358531 - type: nauc_recall_at_3_std - value: 3.2980312084433936 + value: 1.4974582520924073 - type: nauc_recall_at_5_diff1 - value: 32.47585219663912 + value: 30.356766022035238 - type: nauc_recall_at_5_max - value: 37.73978486643183 + value: 37.047443567623354 - type: nauc_recall_at_5_std - value: 6.18547217965832 + value: 3.2312689286292806 - type: ndcg_at_1 - value: 33.161 + value: 29.404000000000003 - type: ndcg_at_10 - value: 50.638000000000005 + value: 46.752 - type: ndcg_at_100 - value: 55.076 + value: 51.43 - type: ndcg_at_1000 - value: 56.18300000000001 + value: 52.76499999999999 - type: ndcg_at_20 - value: 52.681 + value: 48.92 - type: ndcg_at_3 - value: 44.488 + value: 40.106 - type: ndcg_at_5 - value: 47.705999999999996 + value: 43.445 - type: precision_at_1 - value: 33.161 + value: 29.404000000000003 - type: precision_at_10 - value: 6.9430000000000005 + value: 6.601999999999999 - type: precision_at_100 - value: 0.9039999999999999 + value: 0.881 - type: precision_at_1000 value: 0.099 - type: precision_at_20 - value: 3.873 + value: 3.728 - type: precision_at_3 - value: 17.516000000000002 + value: 15.918 - type: precision_at_5 - value: 12.073 + value: 11.174000000000001 - type: recall_at_1 - value: 33.161 + value: 29.404000000000003 - type: recall_at_10 - value: 69.43 + value: 66.019 - type: recall_at_100 - value: 90.371 + value: 88.126 - type: recall_at_1000 - value: 99.18 + value: 98.791 - type: recall_at_20 - value: 77.461 + value: 74.568 - type: recall_at_3 - value: 52.547 + value: 47.754999999999995 - type: recall_at_5 - value: 60.363 + value: 55.872 task: type: Retrieval + - dataset: + config: fr + name: MTEB AmazonReviewsClassification (fr) + revision: 1399c76144fd37290681b995c656ef9b2e06e26d + split: test + type: mteb/amazon_reviews_multi + metrics: + - type: accuracy + value: 44.847999999999985 + - type: f1 + value: 41.93605853189159 + - type: f1_weighted + value: 41.93605853189159 + - type: main_score + value: 44.847999999999985 + task: + type: Classification - dataset: config: default name: MTEB BSARDRetrieval @@ -12368,289 +12442,449 @@ model-index: type: maastrichtlawtech/bsard metrics: - type: main_score - value: 59.458999999999996 + value: 58.559000000000005 - type: map_at_1 - value: 8.559 + value: 10.36 - type: map_at_10 - value: 15.853 + value: 16.758 - type: map_at_100 - value: 16.955000000000002 + value: 17.716 - type: map_at_1000 - value: 17.039 + value: 17.816000000000003 - type: map_at_20 - value: 16.491 + value: 17.221 - type: map_at_3 - value: 13.739 + value: 14.565 - type: map_at_5 - value: 14.887 + value: 15.870999999999999 - type: mrr_at_1 - value: 8.558558558558559 + value: 10.36036036036036 - type: mrr_at_10 - value: 15.852995852995852 + value: 16.758186758186753 - type: mrr_at_100 - value: 16.95536191852861 + value: 17.715800685239955 - type: mrr_at_1000 - value: 17.03894008776081 + value: 17.816056728488995 - type: mrr_at_20 - value: 16.490710101391212 + value: 17.221227569524782 - type: mrr_at_3 - value: 13.738738738738734 + value: 14.564564564564561 - type: mrr_at_5 - value: 14.887387387387385 + value: 15.870870870870865 - type: nauc_map_at_1000_diff1 - value: 22.6427616709538 + value: 13.581189454277641 - type: nauc_map_at_1000_max - value: 30.273021433334108 + value: 23.489691228117813 - type: nauc_map_at_1000_std - value: 8.648862859092157 + value: 5.6307865456405395 - type: nauc_map_at_100_diff1 - value: 22.523593314805954 + value: 13.454198011114709 - type: nauc_map_at_100_max - value: 30.197098780769366 + value: 23.45922415373145 - type: nauc_map_at_100_std - value: 8.638222954134465 + value: 5.616848031628102 - type: nauc_map_at_10_diff1 - value: 22.382593376046035 + value: 13.320234520737017 - type: nauc_map_at_10_max - value: 30.80647774104949 + value: 23.234237599237463 - type: nauc_map_at_10_std - value: 7.6451773140303825 + value: 4.544384095472259 - type: nauc_map_at_1_diff1 - value: 32.27835486300824 + value: 19.723683325024975 - type: nauc_map_at_1_max - value: 31.839925744574 + value: 20.464053097615416 - type: nauc_map_at_1_std - value: 7.524965617228806 + value: 2.099858103167991 - type: nauc_map_at_20_diff1 - value: 22.78130766181537 + value: 13.743084308870731 - type: nauc_map_at_20_max - value: 30.207832515412452 + value: 23.529304709994932 - type: nauc_map_at_20_std - value: 7.988030006241385 + value: 5.326637193786957 - type: nauc_map_at_3_diff1 - value: 21.54291029527254 + value: 11.829713917206632 - type: nauc_map_at_3_max - value: 30.60738044134162 + value: 20.982180859889315 - type: nauc_map_at_3_std - value: 5.115709517278456 + value: 2.6604076449483416 - type: nauc_map_at_5_diff1 - value: 22.891658440504543 + value: 13.25993802690841 - type: nauc_map_at_5_max - value: 30.40238430175482 + value: 21.63314647686895 - type: nauc_map_at_5_std - value: 6.496264144977426 + value: 2.762539517745844 - type: nauc_mrr_at_1000_diff1 - value: 22.6427616709538 + value: 13.581189454277641 - type: nauc_mrr_at_1000_max - value: 30.273021433334108 + value: 23.489691228117813 - type: nauc_mrr_at_1000_std - value: 8.648862859092157 + value: 5.6307865456405395 - type: nauc_mrr_at_100_diff1 - value: 22.523593314805954 + value: 13.454198011114709 - type: nauc_mrr_at_100_max - value: 30.197098780769366 + value: 23.45922415373145 - type: nauc_mrr_at_100_std - value: 8.638222954134465 + value: 5.616848031628102 - type: nauc_mrr_at_10_diff1 - value: 22.382593376046035 + value: 13.320234520737017 - type: nauc_mrr_at_10_max - value: 30.80647774104949 + value: 23.234237599237463 - type: nauc_mrr_at_10_std - value: 7.6451773140303825 + value: 4.544384095472259 - type: nauc_mrr_at_1_diff1 - value: 32.27835486300824 + value: 19.723683325024975 - type: nauc_mrr_at_1_max - value: 31.839925744574 + value: 20.464053097615416 - type: nauc_mrr_at_1_std - value: 7.524965617228806 + value: 2.099858103167991 - type: nauc_mrr_at_20_diff1 - value: 22.78130766181537 + value: 13.743084308870731 - type: nauc_mrr_at_20_max - value: 30.207832515412452 + value: 23.529304709994932 - type: nauc_mrr_at_20_std - value: 7.988030006241385 + value: 5.326637193786957 - type: nauc_mrr_at_3_diff1 - value: 21.54291029527254 + value: 11.829713917206632 - type: nauc_mrr_at_3_max - value: 30.60738044134162 + value: 20.982180859889315 - type: nauc_mrr_at_3_std - value: 5.115709517278456 + value: 2.6604076449483416 - type: nauc_mrr_at_5_diff1 - value: 22.891658440504543 + value: 13.25993802690841 - type: nauc_mrr_at_5_max - value: 30.40238430175482 + value: 21.63314647686895 - type: nauc_mrr_at_5_std - value: 6.496264144977426 + value: 2.762539517745844 - type: nauc_ndcg_at_1000_diff1 - value: 22.131590111018863 + value: 13.707503108989783 - type: nauc_ndcg_at_1000_max - value: 30.119495176526417 + value: 25.949859334474194 - type: nauc_ndcg_at_1000_std - value: 14.152746889343884 + value: 11.30077185095291 - type: nauc_ndcg_at_100_diff1 - value: 19.59019307197614 + value: 11.488652396242538 - type: nauc_ndcg_at_100_max - value: 29.26698074164439 + value: 25.577496900047457 - type: nauc_ndcg_at_100_std - value: 14.64843229218199 + value: 11.594574152798417 - type: nauc_ndcg_at_10_diff1 - value: 20.04399986794229 + value: 12.238261856743057 - type: nauc_ndcg_at_10_max - value: 30.370494010101606 + value: 25.70940084264975 - type: nauc_ndcg_at_10_std - value: 9.076324266988427 + value: 6.674709323258127 - type: nauc_ndcg_at_1_diff1 - value: 32.27835486300824 + value: 19.723683325024975 - type: nauc_ndcg_at_1_max - value: 31.839925744574 + value: 20.464053097615416 - type: nauc_ndcg_at_1_std - value: 7.524965617228806 + value: 2.099858103167991 - type: nauc_ndcg_at_20_diff1 - value: 21.047174465558204 + value: 13.554982508741379 - type: nauc_ndcg_at_20_max - value: 28.383850745017487 + value: 26.121920197241778 - type: nauc_ndcg_at_20_std - value: 10.079085665060253 + value: 8.855936872536278 - type: nauc_ndcg_at_3_diff1 - value: 18.696202337264843 + value: 9.59924858769597 - type: nauc_ndcg_at_3_max - value: 29.95559912145818 + value: 21.202502594505308 - type: nauc_ndcg_at_3_std - value: 4.515594333379446 + value: 2.9122811723533566 - type: nauc_ndcg_at_5_diff1 - value: 21.14710675076888 + value: 12.117243393169327 - type: nauc_ndcg_at_5_max - value: 29.60877022537729 + value: 22.382086327774463 - type: nauc_ndcg_at_5_std - value: 6.721635773882387 + value: 3.068185747546371 - type: nauc_precision_at_1000_diff1 - value: 30.982325786968197 + value: 21.314687056528214 - type: nauc_precision_at_1000_max - value: 34.26481840304951 + value: 35.85736416644202 - type: nauc_precision_at_1000_std - value: 43.39003460634655 + value: 41.215589583356014 - type: nauc_precision_at_100_diff1 - value: 11.987279247967425 + value: 4.841538567838315 - type: nauc_precision_at_100_max - value: 28.50285582800895 + value: 29.796025601556465 - type: nauc_precision_at_100_std - value: 35.49648389671331 + value: 31.66461426950881 - type: nauc_precision_at_10_diff1 - value: 15.562900584507142 + value: 10.2769925656981 - type: nauc_precision_at_10_max - value: 29.558066061869663 + value: 31.610465042792512 - type: nauc_precision_at_10_std - value: 12.47595674036553 + value: 11.729838363348398 - type: nauc_precision_at_1_diff1 - value: 32.27835486300824 + value: 19.723683325024975 - type: nauc_precision_at_1_max - value: 31.839925744574 + value: 20.464053097615416 - type: nauc_precision_at_1_std - value: 7.524965617228806 + value: 2.099858103167991 - type: nauc_precision_at_20_diff1 - value: 18.081035071003427 + value: 14.122666091725545 - type: nauc_precision_at_20_max - value: 23.85063262716287 + value: 31.813794575630656 - type: nauc_precision_at_20_std - value: 15.071481920870877 + value: 17.44031269111964 - type: nauc_precision_at_3_diff1 - value: 12.597351208698534 + value: 4.41887012868526 - type: nauc_precision_at_3_max - value: 28.496818992459538 + value: 21.73037689396608 - type: nauc_precision_at_3_std - value: 3.2373330095471893 + value: 3.5177146563010777 - type: nauc_precision_at_5_diff1 - value: 17.904830065631092 + value: 9.911736958870145 - type: nauc_precision_at_5_max - value: 27.89909851354525 + value: 24.17828887763417 - type: nauc_precision_at_5_std - value: 7.3432451499420734 + value: 3.758711226096333 - type: nauc_recall_at_1000_diff1 - value: 30.982325786968097 + value: 21.314687056528154 - type: nauc_recall_at_1000_max - value: 34.264818403049496 + value: 35.85736416644197 - type: nauc_recall_at_1000_std - value: 43.39003460634647 + value: 41.21558958335586 - type: nauc_recall_at_100_diff1 - value: 11.987279247967388 + value: 4.841538567838269 - type: nauc_recall_at_100_max - value: 28.502855828008883 + value: 29.79602560155637 - type: nauc_recall_at_100_std - value: 35.49648389671325 + value: 31.66461426950869 - type: nauc_recall_at_10_diff1 - value: 15.562900584507085 + value: 10.276992565698032 - type: nauc_recall_at_10_max - value: 29.558066061869624 + value: 31.610465042792473 - type: nauc_recall_at_10_std - value: 12.475956740365447 + value: 11.729838363348378 - type: nauc_recall_at_1_diff1 - value: 32.27835486300824 + value: 19.723683325024975 - type: nauc_recall_at_1_max - value: 31.839925744574 + value: 20.464053097615416 - type: nauc_recall_at_1_std - value: 7.524965617228806 + value: 2.099858103167991 - type: nauc_recall_at_20_diff1 - value: 18.081035071003342 + value: 14.122666091725526 - type: nauc_recall_at_20_max - value: 23.850632627162785 + value: 31.813794575630638 - type: nauc_recall_at_20_std - value: 15.071481920870786 + value: 17.440312691119587 - type: nauc_recall_at_3_diff1 - value: 12.597351208698562 + value: 4.4188701286852785 - type: nauc_recall_at_3_max - value: 28.496818992459545 + value: 21.7303768939661 - type: nauc_recall_at_3_std - value: 3.237333009547214 + value: 3.5177146563010853 - type: nauc_recall_at_5_diff1 - value: 17.90483006563107 + value: 9.911736958870106 - type: nauc_recall_at_5_max - value: 27.89909851354522 + value: 24.178288877634106 - type: nauc_recall_at_5_std - value: 7.343245149942006 + value: 3.758711226096281 - type: ndcg_at_1 - value: 8.559 + value: 10.36 - type: ndcg_at_10 - value: 19.828000000000003 + value: 20.471 - type: ndcg_at_100 - value: 25.468000000000004 + value: 25.777 - type: ndcg_at_1000 - value: 28.058 + value: 28.593000000000004 - type: ndcg_at_20 - value: 22.122 + value: 22.246 - type: ndcg_at_3 - value: 15.524 + value: 15.916 - type: ndcg_at_5 - value: 17.579 + value: 18.3 - type: precision_at_1 - value: 8.559 + value: 10.36 - type: precision_at_10 value: 3.243 - type: precision_at_100 - value: 0.5950000000000001 + value: 0.586 - type: precision_at_1000 value: 0.08099999999999999 - type: precision_at_20 - value: 2.072 + value: 1.982 - type: precision_at_3 - value: 6.907000000000001 + value: 6.607 - type: precision_at_5 value: 5.135 - type: recall_at_1 - value: 8.559 + value: 10.36 - type: recall_at_10 value: 32.432 - type: recall_at_100 - value: 59.458999999999996 + value: 58.559000000000005 - type: recall_at_1000 - value: 80.631 + value: 81.081 - type: recall_at_20 - value: 41.441 + value: 39.64 - type: recall_at_3 - value: 20.721 + value: 19.82 - type: recall_at_5 value: 25.676 task: type: Retrieval + - dataset: + config: default + name: MTEB HALClusteringS2S + revision: e06ebbbb123f8144bef1a5d18796f3dec9ae2915 + split: test + type: lyon-nlp/clustering-hal-s2s + metrics: + - type: main_score + value: 26.918470641446472 + - type: v_measure + value: 26.918470641446472 + - type: v_measure_std + value: 2.717665658348912 + task: + type: Clustering + - dataset: + config: fr + name: MTEB MLSUMClusteringP2P (fr) + revision: b5d54f8f3b61ae17845046286940f03c6bc79bc7 + split: test + type: reciTAL/mlsum + metrics: + - type: main_score + value: 45.581413658149 + - type: v_measure + value: 45.581413658149 + - type: v_measure_std + value: 1.646260736751199 + task: + type: Clustering + - dataset: + config: fr + name: MTEB MLSUMClusteringS2S (fr) + revision: b5d54f8f3b61ae17845046286940f03c6bc79bc7 + split: test + type: reciTAL/mlsum + metrics: + - type: main_score + value: 44.45455749734905 + - type: v_measure + value: 44.45455749734905 + - type: v_measure_std + value: 1.935205028548908 + task: + type: Clustering + - dataset: + config: fr + name: MTEB MTOPDomainClassification (fr) + revision: d80d48c1eb48d3562165c59d59d0034df9fff0bf + split: test + type: mteb/mtop_domain + metrics: + - type: accuracy + value: 80.14719699342312 + - type: f1 + value: 79.68802657402165 + - type: f1_weighted + value: 79.85763712873417 + - type: main_score + value: 80.14719699342312 + task: + type: Classification + - dataset: + config: fr + name: MTEB MTOPIntentClassification (fr) + revision: ae001d0e6b1228650b7bd1c2c65fb50ad11a8aba + split: test + type: mteb/mtop_intent + metrics: + - type: accuracy + value: 50.241152521139995 + - type: f1 + value: 34.39524038805554 + - type: f1_weighted + value: 53.93775073819592 + - type: main_score + value: 50.241152521139995 + task: + type: Classification + - dataset: + config: fra + name: MTEB MasakhaNEWSClassification (fra) + revision: 18193f187b92da67168c655c9973a165ed9593dd + split: test + type: mteb/masakhanews + metrics: + - type: accuracy + value: 83.34123222748818 + - type: f1 + value: 79.48624508308065 + - type: f1_weighted + value: 83.20210238500908 + - type: main_score + value: 83.34123222748818 + task: + type: Classification + - dataset: + config: fra + name: MTEB MasakhaNEWSClusteringP2P (fra) + revision: 8ccc72e69e65f40c70e117d8b3c08306bb788b60 + split: test + type: masakhane/masakhanews + metrics: + - type: main_score + value: 71.51218291988776 + - type: v_measure + value: 71.51218291988776 + - type: v_measure_std + value: 35.6439739308977 + task: + type: Clustering + - dataset: + config: fra + name: MTEB MasakhaNEWSClusteringS2S (fra) + revision: 8ccc72e69e65f40c70e117d8b3c08306bb788b60 + split: test + type: masakhane/masakhanews + metrics: + - type: main_score + value: 60.155743100795725 + - type: v_measure + value: 60.155743100795725 + - type: v_measure_std + value: 28.180226808833797 + task: + type: Clustering + - dataset: + config: fr + name: MTEB MassiveIntentClassification (fr) + revision: 4672e20407010da34463acc759c162ca9734bca6 + split: test + type: mteb/amazon_massive_intent + metrics: + - type: accuracy + value: 59.048419636852735 + - type: f1 + value: 55.77513997227217 + - type: f1_weighted + value: 57.65743868976365 + - type: main_score + value: 59.048419636852735 + task: + type: Classification + - dataset: + config: fr + name: MTEB MassiveScenarioClassification (fr) + revision: fad2c6e8459f9e1c45d9315f4953d921437d70f8 + split: test + type: mteb/amazon_massive_scenario + metrics: + - type: accuracy + value: 67.2932078009415 + - type: f1 + value: 66.85444841091169 + - type: f1_weighted + value: 66.78952167770717 + - type: main_score + value: 67.2932078009415 + task: + type: Classification - dataset: config: fr name: MTEB MintakaRetrieval (fr) @@ -12659,289 +12893,467 @@ model-index: type: jinaai/mintakaqa metrics: - type: main_score - value: 26.448 + value: 27.400000000000002 - type: map_at_1 - value: 14.947 + value: 15.479000000000001 - type: map_at_10 - value: 22.303 + value: 23.213 - type: map_at_100 - value: 23.477999999999998 + value: 24.285 - type: map_at_1000 - value: 23.586 + value: 24.397 - type: map_at_20 - value: 22.962 + value: 23.741 - type: map_at_3 - value: 19.949 + value: 20.973 - type: map_at_5 - value: 21.252 + value: 22.212 - type: mrr_at_1 - value: 14.946764946764945 + value: 15.47911547911548 - type: mrr_at_10 - value: 22.303001053001033 + value: 23.21331071331073 - type: mrr_at_100 - value: 23.478040499941816 + value: 24.28515184787565 - type: mrr_at_1000 - value: 23.585987565381252 + value: 24.396606382776362 - type: mrr_at_20 - value: 22.96198948271138 + value: 23.74068872679202 - type: mrr_at_3 - value: 19.949494949494913 + value: 20.973245973245938 - type: mrr_at_5 - value: 21.251706251706192 + value: 22.211984711984677 - type: nauc_map_at_1000_diff1 - value: 30.124123232611005 + value: 23.49190518969821 - type: nauc_map_at_1000_max - value: 19.329718056410893 + value: 21.816535185868748 - type: nauc_map_at_1000_std - value: 3.7304142418877606 + value: 7.898426575861743 - type: nauc_map_at_100_diff1 - value: 30.06763654065989 + value: 23.455942061154243 - type: nauc_map_at_100_max - value: 19.339926348634375 + value: 21.80945301878854 - type: nauc_map_at_100_std - value: 3.7507886962889376 + value: 7.903289282168091 - type: nauc_map_at_10_diff1 - value: 30.235621359267817 + value: 23.674951138068714 - type: nauc_map_at_10_max - value: 19.315231135265865 + value: 21.969792385911845 - type: nauc_map_at_10_std - value: 3.888262415552999 + value: 7.889585005426794 - type: nauc_map_at_1_diff1 - value: 37.87356036243269 + value: 29.069568522388433 - type: nauc_map_at_1_max - value: 17.63892349776284 + value: 19.942608291469913 - type: nauc_map_at_1_std - value: -2.0575597858386208 + value: 3.1283142332992635 - type: nauc_map_at_20_diff1 - value: 30.06800385756772 + value: 23.45502400622297 - type: nauc_map_at_20_max - value: 19.172804564418264 + value: 21.830527331051552 - type: nauc_map_at_20_std - value: 3.721149536049358 + value: 7.994053361768913 - type: nauc_map_at_3_diff1 - value: 32.09160567273595 + value: 24.982668301358444 - type: nauc_map_at_3_max - value: 19.055280691204825 + value: 21.883837899231867 - type: nauc_map_at_3_std - value: 1.9160849079572526 + value: 6.615976792964795 - type: nauc_map_at_5_diff1 - value: 30.81034541116131 + value: 24.09866390229764 - type: nauc_map_at_5_max - value: 19.172166581396308 + value: 21.614008493220986 - type: nauc_map_at_5_std - value: 3.251197681984862 + value: 7.272332396807288 - type: nauc_mrr_at_1000_diff1 - value: 30.12412337741088 + value: 23.49190518969821 - type: nauc_mrr_at_1000_max - value: 19.329717809214035 + value: 21.816535185868748 - type: nauc_mrr_at_1000_std - value: 3.730414425912248 + value: 7.898426575861743 - type: nauc_mrr_at_100_diff1 - value: 30.06763654065989 + value: 23.455942061154243 - type: nauc_mrr_at_100_max - value: 19.339926348634375 + value: 21.80945301878854 - type: nauc_mrr_at_100_std - value: 3.7507886962889376 + value: 7.903289282168091 - type: nauc_mrr_at_10_diff1 - value: 30.235621359267817 + value: 23.674951138068714 - type: nauc_mrr_at_10_max - value: 19.315231135265865 + value: 21.969792385911845 - type: nauc_mrr_at_10_std - value: 3.888262415552999 + value: 7.889585005426794 - type: nauc_mrr_at_1_diff1 - value: 37.87356036243269 + value: 29.069568522388433 - type: nauc_mrr_at_1_max - value: 17.63892349776284 + value: 19.942608291469913 - type: nauc_mrr_at_1_std - value: -2.0575597858386208 + value: 3.1283142332992635 - type: nauc_mrr_at_20_diff1 - value: 30.06800385756772 + value: 23.45502400622297 - type: nauc_mrr_at_20_max - value: 19.172804564418264 + value: 21.830527331051552 - type: nauc_mrr_at_20_std - value: 3.721149536049358 + value: 7.994053361768913 - type: nauc_mrr_at_3_diff1 - value: 32.09160567273595 + value: 24.982668301358444 - type: nauc_mrr_at_3_max - value: 19.055280691204825 + value: 21.883837899231867 - type: nauc_mrr_at_3_std - value: 1.9160849079572526 + value: 6.615976792964795 - type: nauc_mrr_at_5_diff1 - value: 30.81034541116131 + value: 24.09866390229764 - type: nauc_mrr_at_5_max - value: 19.172166581396308 + value: 21.614008493220986 - type: nauc_mrr_at_5_std - value: 3.251197681984862 + value: 7.272332396807288 - type: nauc_ndcg_at_1000_diff1 - value: 28.057639637340476 + value: 21.92872678950541 - type: nauc_ndcg_at_1000_max - value: 20.172072747981893 + value: 22.388970258338958 - type: nauc_ndcg_at_1000_std - value: 5.991944827605241 + value: 9.807006541293186 - type: nauc_ndcg_at_100_diff1 - value: 26.60019642442434 + value: 20.903304276761364 - type: nauc_ndcg_at_100_max - value: 20.47271103053784 + value: 22.209897726716065 - type: nauc_ndcg_at_100_std - value: 6.489412476969333 + value: 10.075543107880176 - type: nauc_ndcg_at_10_diff1 - value: 27.165894912173762 + value: 21.508944950669097 - type: nauc_ndcg_at_10_max - value: 19.79447862928707 + value: 22.709862035037514 - type: nauc_ndcg_at_10_std - value: 6.648857204092722 + value: 10.00450608801698 - type: nauc_ndcg_at_1_diff1 - value: 37.87356036243269 + value: 29.069568522388433 - type: nauc_ndcg_at_1_max - value: 17.63892349776284 + value: 19.942608291469913 - type: nauc_ndcg_at_1_std - value: -2.0575597858386208 + value: 3.1283142332992635 - type: nauc_ndcg_at_20_diff1 - value: 26.582793970516843 + value: 20.803145422787512 - type: nauc_ndcg_at_20_max - value: 19.348538329936638 + value: 22.310429618526772 - type: nauc_ndcg_at_20_std - value: 6.138040315782395 + value: 10.366058782551438 - type: nauc_ndcg_at_3_diff1 - value: 30.57338000196413 + value: 23.913619145125207 - type: nauc_ndcg_at_3_max - value: 19.37852889877986 + value: 22.441574203993245 - type: nauc_ndcg_at_3_std - value: 3.0568087546329408 + value: 7.691311158754716 - type: nauc_ndcg_at_5_diff1 - value: 28.469299405769632 + value: 22.4840009470751 - type: nauc_ndcg_at_5_max - value: 19.599386892314122 + value: 22.024641703222514 - type: nauc_ndcg_at_5_std - value: 5.299940395199246 + value: 8.803747702599477 - type: nauc_precision_at_1000_diff1 - value: 24.170281200655943 + value: 17.037870101460467 - type: nauc_precision_at_1000_max - value: 39.623019898347664 + value: 42.30306938098229 - type: nauc_precision_at_1000_std - value: 44.81985014306762 + value: 54.251307689225115 - type: nauc_precision_at_100_diff1 - value: 14.474857644755179 + value: 12.076659360813839 - type: nauc_precision_at_100_max - value: 26.05636850160609 + value: 23.254576247061777 - type: nauc_precision_at_100_std - value: 16.53010919038197 + value: 17.80398606936446 - type: nauc_precision_at_10_diff1 - value: 19.584122367964167 + value: 16.05902741145243 - type: nauc_precision_at_10_max - value: 20.86686195708289 + value: 24.536458909415416 - type: nauc_precision_at_10_std - value: 13.525636908101404 + value: 15.281423796153165 - type: nauc_precision_at_1_diff1 - value: 37.87356036243269 + value: 29.069568522388433 - type: nauc_precision_at_1_max - value: 17.63892349776284 + value: 19.942608291469913 - type: nauc_precision_at_1_std - value: -2.0575597858386208 + value: 3.1283142332992635 - type: nauc_precision_at_20_diff1 - value: 17.420915050615722 + value: 13.618514792543918 - type: nauc_precision_at_20_max - value: 19.45722509579383 + value: 23.357417389310335 - type: nauc_precision_at_20_std - value: 12.077196513907348 + value: 16.6297119945886 - type: nauc_precision_at_3_diff1 - value: 26.865120457860247 + value: 21.3058697791068 - type: nauc_precision_at_3_max - value: 20.154933241021354 + value: 23.815582518552716 - type: nauc_precision_at_3_std - value: 5.86927947299836 + value: 10.358496834243757 - type: nauc_precision_at_5_diff1 - value: 22.803351569123205 + value: 18.54677328441144 - type: nauc_precision_at_5_max - value: 20.623962388912666 + value: 22.987289739937104 - type: nauc_precision_at_5_std - value: 10.348629762758872 + value: 12.591593599364307 - type: nauc_recall_at_1000_diff1 - value: 24.170281200656042 + value: 17.03787010146031 - type: nauc_recall_at_1000_max - value: 39.62301989834765 + value: 42.303069380982336 - type: nauc_recall_at_1000_std - value: 44.8198501430671 + value: 54.25130768922508 - type: nauc_recall_at_100_diff1 - value: 14.474857644755254 + value: 12.076659360813771 - type: nauc_recall_at_100_max - value: 26.056368501606116 + value: 23.254576247061777 - type: nauc_recall_at_100_std - value: 16.530109190381985 + value: 17.80398606936441 - type: nauc_recall_at_10_diff1 - value: 19.58412236796417 + value: 16.05902741145243 - type: nauc_recall_at_10_max - value: 20.866861957082875 + value: 24.536458909415412 - type: nauc_recall_at_10_std - value: 13.5256369081014 + value: 15.281423796153174 - type: nauc_recall_at_1_diff1 - value: 37.87356036243269 + value: 29.069568522388433 - type: nauc_recall_at_1_max - value: 17.63892349776284 + value: 19.942608291469913 - type: nauc_recall_at_1_std - value: -2.0575597858386208 + value: 3.1283142332992635 - type: nauc_recall_at_20_diff1 - value: 17.420915050615708 + value: 13.618514792543923 - type: nauc_recall_at_20_max - value: 19.45722509579385 + value: 23.3574173893104 - type: nauc_recall_at_20_std - value: 12.077196513907353 + value: 16.629711994588593 - type: nauc_recall_at_3_diff1 - value: 26.865120457860243 + value: 21.305869779106818 - type: nauc_recall_at_3_max - value: 20.15493324102137 + value: 23.815582518552738 - type: nauc_recall_at_3_std - value: 5.869279472998389 + value: 10.358496834243747 - type: nauc_recall_at_5_diff1 - value: 22.803351569123215 + value: 18.546773284411426 - type: nauc_recall_at_5_max - value: 20.62396238891266 + value: 22.987289739937083 - type: nauc_recall_at_5_std - value: 10.348629762758849 + value: 12.591593599364312 - type: ndcg_at_1 - value: 14.947 + value: 15.479000000000001 - type: ndcg_at_10 - value: 26.448 + value: 27.400000000000002 - type: ndcg_at_100 - value: 32.78 + value: 33.382 - type: ndcg_at_1000 - value: 35.937000000000005 + value: 36.691 - type: ndcg_at_20 - value: 28.842000000000002 + value: 29.352 - type: ndcg_at_3 - value: 21.587999999999997 + value: 22.759999999999998 - type: ndcg_at_5 - value: 23.942 + value: 25.006 - type: precision_at_1 - value: 14.947 + value: 15.479000000000001 - type: precision_at_10 - value: 3.972 + value: 4.075 - type: precision_at_100 - value: 0.7080000000000001 + value: 0.7040000000000001 - type: precision_at_1000 - value: 0.096 + value: 0.097 - type: precision_at_20 - value: 2.459 + value: 2.426 - type: precision_at_3 - value: 8.777 + value: 9.309000000000001 - type: precision_at_5 - value: 6.413 + value: 6.683 - type: recall_at_1 - value: 14.947 + value: 15.479000000000001 - type: recall_at_10 - value: 39.722 + value: 40.745 - type: recall_at_100 - value: 70.844 + value: 70.434 - type: recall_at_1000 - value: 96.274 + value: 97.21499999999999 - type: recall_at_20 - value: 49.181000000000004 + value: 48.526 - type: recall_at_3 - value: 26.331 + value: 27.927999999999997 - type: recall_at_5 - value: 32.064 + value: 33.415 task: type: Retrieval + - dataset: + config: fr + name: MTEB OpusparcusPC (fr) + revision: 9e9b1f8ef51616073f47f306f7f47dd91663f86a + split: test + type: GEM/opusparcus + metrics: + - type: cosine_accuracy + value: 82.42506811989101 + - type: cosine_accuracy_threshold + value: 59.91581678390503 + - type: cosine_ap + value: 92.86245135331164 + - type: cosine_f1 + value: 88.0 + - type: cosine_f1_threshold + value: 59.91581678390503 + - type: cosine_precision + value: 82.76465441819772 + - type: cosine_recall + value: 93.94240317775571 + - type: dot_accuracy + value: 82.42506811989101 + - type: dot_accuracy_threshold + value: 59.91581678390503 + - type: dot_ap + value: 92.86245135331164 + - type: dot_f1 + value: 88.0 + - type: dot_f1_threshold + value: 59.91581678390503 + - type: dot_precision + value: 82.76465441819772 + - type: dot_recall + value: 93.94240317775571 + - type: euclidean_accuracy + value: 82.42506811989101 + - type: euclidean_accuracy_threshold + value: 89.53677415847778 + - type: euclidean_ap + value: 92.86245135331164 + - type: euclidean_f1 + value: 88.0 + - type: euclidean_f1_threshold + value: 89.53677415847778 + - type: euclidean_precision + value: 82.76465441819772 + - type: euclidean_recall + value: 93.94240317775571 + - type: main_score + value: 92.86245135331164 + - type: manhattan_accuracy + value: 82.28882833787466 + - type: manhattan_accuracy_threshold + value: 2091.843032836914 + - type: manhattan_ap + value: 92.84258977975239 + - type: manhattan_f1 + value: 87.88443616029824 + - type: manhattan_f1_threshold + value: 2091.843032836914 + - type: manhattan_precision + value: 82.79192273924495 + - type: manhattan_recall + value: 93.64448857994041 + - type: max_ap + value: 92.86245135331164 + - type: max_f1 + value: 88.0 + - type: max_precision + value: 82.79192273924495 + - type: max_recall + value: 93.94240317775571 + - type: similarity_accuracy + value: 82.42506811989101 + - type: similarity_accuracy_threshold + value: 59.91581678390503 + - type: similarity_ap + value: 92.86245135331164 + - type: similarity_f1 + value: 88.0 + - type: similarity_f1_threshold + value: 59.91581678390503 + - type: similarity_precision + value: 82.76465441819772 + - type: similarity_recall + value: 93.94240317775571 + task: + type: PairClassification + - dataset: + config: fr + name: MTEB PawsXPairClassification (fr) + revision: 8a04d940a42cd40658986fdd8e3da561533a3646 + split: test + type: google-research-datasets/paws-x + metrics: + - type: cosine_accuracy + value: 61.050000000000004 + - type: cosine_accuracy_threshold + value: 98.11633825302124 + - type: cosine_ap + value: 60.385395031891264 + - type: cosine_f1 + value: 62.60428001450852 + - type: cosine_f1_threshold + value: 89.5184874534607 + - type: cosine_precision + value: 46.54800431499461 + - type: cosine_recall + value: 95.5703211517165 + - type: dot_accuracy + value: 61.050000000000004 + - type: dot_accuracy_threshold + value: 98.11633825302124 + - type: dot_ap + value: 60.37120015758097 + - type: dot_f1 + value: 62.60428001450852 + - type: dot_f1_threshold + value: 89.5184874534607 + - type: dot_precision + value: 46.54800431499461 + - type: dot_recall + value: 95.5703211517165 + - type: euclidean_accuracy + value: 61.050000000000004 + - type: euclidean_accuracy_threshold + value: 19.409586489200592 + - type: euclidean_ap + value: 60.385395031891264 + - type: euclidean_f1 + value: 62.60428001450852 + - type: euclidean_f1_threshold + value: 45.78540325164795 + - type: euclidean_precision + value: 46.54800431499461 + - type: euclidean_recall + value: 95.5703211517165 + - type: main_score + value: 60.61779879922903 + - type: manhattan_accuracy + value: 61.0 + - type: manhattan_accuracy_threshold + value: 455.7579040527344 + - type: manhattan_ap + value: 60.61779879922903 + - type: manhattan_f1 + value: 62.56448047162859 + - type: manhattan_f1_threshold + value: 1030.442714691162 + - type: manhattan_precision + value: 46.880176697956934 + - type: manhattan_recall + value: 94.01993355481729 + - type: max_ap + value: 60.61779879922903 + - type: max_f1 + value: 62.60428001450852 + - type: max_precision + value: 46.880176697956934 + - type: max_recall + value: 95.5703211517165 + - type: similarity_accuracy + value: 61.050000000000004 + - type: similarity_accuracy_threshold + value: 98.11633825302124 + - type: similarity_ap + value: 60.385395031891264 + - type: similarity_f1 + value: 62.60428001450852 + - type: similarity_f1_threshold + value: 89.5184874534607 + - type: similarity_precision + value: 46.54800431499461 + - type: similarity_recall + value: 95.5703211517165 + task: + type: PairClassification - dataset: config: default name: MTEB SICKFr @@ -12950,25 +13362,183 @@ model-index: type: Lajavaness/SICK-fr metrics: - type: cosine_pearson - value: 81.02846310969592 + value: 81.36950266249254 - type: cosine_spearman - value: 77.47140335069184 + value: 77.4306890341242 - type: euclidean_pearson - value: 77.4818795209704 + value: 77.47472965962992 - type: euclidean_spearman - value: 77.4714043813526 + value: 77.431649040768 - type: main_score - value: 77.47140335069184 + value: 77.4306890341242 - type: manhattan_pearson - value: 77.44622115854098 + value: 77.44468465408777 - type: manhattan_spearman - value: 77.29743297817558 + value: 77.25503240591341 - type: pearson - value: 81.02846310969592 + value: 81.36950266249254 - type: spearman - value: 77.47140335069184 + value: 77.4306890341242 task: type: STS + - dataset: + config: fr + name: MTEB STS22 (fr) + revision: de9d86b3b84231dc21f76c7b7af1f28e2f57f6e3 + split: test + type: mteb/sts22-crosslingual-sts + metrics: + - type: cosine_pearson + value: 81.48671869348665 + - type: cosine_spearman + value: 82.57396913836067 + - type: euclidean_pearson + value: 81.71206012505978 + - type: euclidean_spearman + value: 82.64978141643995 + - type: main_score + value: 82.57396913836067 + - type: manhattan_pearson + value: 82.22351352342636 + - type: manhattan_spearman + value: 83.04856400618516 + - type: pearson + value: 81.48671869348665 + - type: spearman + value: 82.57396913836067 + task: + type: STS + - dataset: + config: de-fr + name: MTEB STS22 (de-fr) + revision: de9d86b3b84231dc21f76c7b7af1f28e2f57f6e3 + split: test + type: mteb/sts22-crosslingual-sts + metrics: + - type: cosine_pearson + value: 60.45418014677442 + - type: cosine_spearman + value: 64.66584550775643 + - type: euclidean_pearson + value: 60.042908719941124 + - type: euclidean_spearman + value: 64.66584550775643 + - type: main_score + value: 64.66584550775643 + - type: manhattan_pearson + value: 58.56106956676841 + - type: manhattan_spearman + value: 64.07469227945803 + - type: pearson + value: 60.45418014677442 + - type: spearman + value: 64.66584550775643 + task: + type: STS + - dataset: + config: fr-pl + name: MTEB STS22 (fr-pl) + revision: de9d86b3b84231dc21f76c7b7af1f28e2f57f6e3 + split: test + type: mteb/sts22-crosslingual-sts + metrics: + - type: cosine_pearson + value: 83.39169883126554 + - type: cosine_spearman + value: 84.51542547285167 + - type: euclidean_pearson + value: 83.79128537281704 + - type: euclidean_spearman + value: 84.51542547285167 + - type: main_score + value: 84.51542547285167 + - type: manhattan_pearson + value: 82.282109060827 + - type: manhattan_spearman + value: 84.51542547285167 + - type: pearson + value: 83.39169883126554 + - type: spearman + value: 84.51542547285167 + task: + type: STS + - dataset: + config: fr + name: MTEB STSBenchmarkMultilingualSTS (fr) + revision: 29afa2569dcedaaa2fe6a3dcfebab33d28b82e8c + split: test + type: mteb/stsb_multi_mt + metrics: + - type: cosine_pearson + value: 81.23994381619546 + - type: cosine_spearman + value: 81.55923116292537 + - type: euclidean_pearson + value: 79.95507984767936 + - type: euclidean_spearman + value: 81.55780186152964 + - type: main_score + value: 81.55923116292537 + - type: manhattan_pearson + value: 79.85599761287939 + - type: manhattan_spearman + value: 81.47864706229939 + - type: pearson + value: 81.23994381619546 + - type: spearman + value: 81.55923116292537 + task: + type: STS + - dataset: + config: default + name: MTEB SummEvalFr + revision: b385812de6a9577b6f4d0f88c6a6e35395a94054 + split: test + type: lyon-nlp/summarization-summeval-fr-p2p + metrics: + - type: cosine_pearson + value: 32.15173983476866 + - type: cosine_spearman + value: 30.52126378106083 + - type: dot_pearson + value: 32.15174076737564 + - type: dot_spearman + value: 30.5195596882719 + - type: main_score + value: 30.52126378106083 + - type: pearson + value: 32.15173983476866 + - type: spearman + value: 30.52126378106083 + task: + type: Summarization + - dataset: + config: default + name: MTEB SyntecReranking + revision: daf0863838cd9e3ba50544cdce3ac2b338a1b0ad + split: test + type: lyon-nlp/mteb-fr-reranking-syntec-s2p + metrics: + - type: main_score + value: 87.26666666666667 + - type: map + value: 87.26666666666667 + - type: mrr + value: 87.26666666666667 + - type: nAUC_map_diff1 + value: 61.78899094665834 + - type: nAUC_map_max + value: -2.2012304949668993 + - type: nAUC_map_std + value: 37.30593860183502 + - type: nAUC_mrr_diff1 + value: 61.78899094665834 + - type: nAUC_mrr_max + value: -2.2012304949668993 + - type: nAUC_mrr_std + value: 37.30593860183502 + task: + type: Reranking - dataset: config: default name: MTEB SyntecRetrieval @@ -12977,161 +13547,161 @@ model-index: type: lyon-nlp/mteb-fr-retrieval-syntec-s2p metrics: - type: main_score - value: 81.899 + value: 82.43599999999999 - type: map_at_1 value: 64.0 - type: map_at_10 - value: 76.594 + value: 76.996 - type: map_at_100 - value: 76.66199999999999 + value: 77.013 - type: map_at_1000 - value: 76.66199999999999 + value: 77.013 - type: map_at_20 - value: 76.644 + value: 76.996 - type: map_at_3 - value: 74.833 + value: 75.333 - type: map_at_5 - value: 76.183 + value: 76.283 - type: mrr_at_1 value: 64.0 - type: mrr_at_10 - value: 76.59404761904761 + value: 76.99563492063493 - type: mrr_at_100 - value: 76.66159147869675 + value: 77.01349206349207 - type: mrr_at_1000 - value: 76.66159147869675 + value: 77.01349206349207 - type: mrr_at_20 - value: 76.64404761904763 + value: 76.99563492063493 - type: mrr_at_3 - value: 74.83333333333333 + value: 75.33333333333334 - type: mrr_at_5 - value: 76.18333333333334 + value: 76.28333333333335 - type: nauc_map_at_1000_diff1 - value: 53.82627007182553 + value: 52.30753137123808 - type: nauc_map_at_1000_max - value: 17.927045359651704 + value: 17.29347799374363 - type: nauc_map_at_1000_std - value: -6.973071195715382 + value: -24.365180584916605 - type: nauc_map_at_100_diff1 - value: 53.82627007182553 + value: 52.30753137123808 - type: nauc_map_at_100_max - value: 17.927045359651704 + value: 17.29347799374363 - type: nauc_map_at_100_std - value: -6.973071195715382 + value: -24.365180584916605 - type: nauc_map_at_10_diff1 - value: 53.90625505629818 + value: 52.32585614998896 - type: nauc_map_at_10_max - value: 18.12979815440444 + value: 17.261799514404697 - type: nauc_map_at_10_std - value: -6.664265062780913 + value: -24.30981171513401 - type: nauc_map_at_1_diff1 - value: 57.671797164388835 + value: 56.0129007536084 - type: nauc_map_at_1_max - value: 16.9354323668412 + value: 18.50970749776472 - type: nauc_map_at_1_std - value: -11.064631498275675 + value: -25.554029888874723 - type: nauc_map_at_20_diff1 - value: 53.789271077104125 + value: 52.32585614998896 - type: nauc_map_at_20_max - value: 17.922015037605867 + value: 17.261799514404697 - type: nauc_map_at_20_std - value: -6.934974465544576 + value: -24.30981171513401 - type: nauc_map_at_3_diff1 - value: 52.10054809507078 + value: 51.22942949153543 - type: nauc_map_at_3_max - value: 17.282564201023686 + value: 15.992554731586273 - type: nauc_map_at_3_std - value: -7.316507696153171 + value: -25.091588619375383 - type: nauc_map_at_5_diff1 - value: 53.84305456072319 + value: 51.96750082957349 - type: nauc_map_at_5_max - value: 18.0761340059772 + value: 17.158674012807587 - type: nauc_map_at_5_std - value: -6.788097105243701 + value: -23.657966651531893 - type: nauc_mrr_at_1000_diff1 - value: 53.82627007182553 + value: 52.30753137123808 - type: nauc_mrr_at_1000_max - value: 17.927045359651704 + value: 17.29347799374363 - type: nauc_mrr_at_1000_std - value: -6.973071195715382 + value: -24.365180584916605 - type: nauc_mrr_at_100_diff1 - value: 53.82627007182553 + value: 52.30753137123808 - type: nauc_mrr_at_100_max - value: 17.927045359651704 + value: 17.29347799374363 - type: nauc_mrr_at_100_std - value: -6.973071195715382 + value: -24.365180584916605 - type: nauc_mrr_at_10_diff1 - value: 53.90625505629818 + value: 52.32585614998896 - type: nauc_mrr_at_10_max - value: 18.12979815440444 + value: 17.261799514404697 - type: nauc_mrr_at_10_std - value: -6.664265062780913 + value: -24.30981171513401 - type: nauc_mrr_at_1_diff1 - value: 57.671797164388835 + value: 56.0129007536084 - type: nauc_mrr_at_1_max - value: 16.9354323668412 + value: 18.50970749776472 - type: nauc_mrr_at_1_std - value: -11.064631498275675 + value: -25.554029888874723 - type: nauc_mrr_at_20_diff1 - value: 53.789271077104125 + value: 52.32585614998896 - type: nauc_mrr_at_20_max - value: 17.922015037605867 + value: 17.261799514404697 - type: nauc_mrr_at_20_std - value: -6.934974465544576 + value: -24.30981171513401 - type: nauc_mrr_at_3_diff1 - value: 52.10054809507078 + value: 51.22942949153543 - type: nauc_mrr_at_3_max - value: 17.282564201023686 + value: 15.992554731586273 - type: nauc_mrr_at_3_std - value: -7.316507696153171 + value: -25.091588619375383 - type: nauc_mrr_at_5_diff1 - value: 53.84305456072319 + value: 51.96750082957349 - type: nauc_mrr_at_5_max - value: 18.0761340059772 + value: 17.158674012807587 - type: nauc_mrr_at_5_std - value: -6.788097105243701 + value: -23.657966651531893 - type: nauc_ndcg_at_1000_diff1 - value: 53.47773846493816 + value: 52.25936013546259 - type: nauc_ndcg_at_1000_max - value: 18.270810672735895 + value: 17.156377900614427 - type: nauc_ndcg_at_1000_std - value: -6.204392784046327 + value: -23.860918956976775 - type: nauc_ndcg_at_100_diff1 - value: 53.47773846493816 + value: 52.25936013546259 - type: nauc_ndcg_at_100_max - value: 18.270810672735895 + value: 17.156377900614427 - type: nauc_ndcg_at_100_std - value: -6.204392784046327 + value: -23.860918956976775 - type: nauc_ndcg_at_10_diff1 - value: 53.70897446254982 + value: 52.48908784081352 - type: nauc_ndcg_at_10_max - value: 19.41340528944212 + value: 16.761778191196626 - type: nauc_ndcg_at_10_std - value: -4.167245194562443 + value: -23.1742676723163 - type: nauc_ndcg_at_1_diff1 - value: 57.671797164388835 + value: 56.0129007536084 - type: nauc_ndcg_at_1_max - value: 16.9354323668412 + value: 18.50970749776472 - type: nauc_ndcg_at_1_std - value: -11.064631498275675 + value: -25.554029888874723 - type: nauc_ndcg_at_20_diff1 - value: 53.013882632385034 + value: 52.48908784081352 - type: nauc_ndcg_at_20_max - value: 18.20334171980294 + value: 16.761778191196626 - type: nauc_ndcg_at_20_std - value: -5.7313885736485455 + value: -23.1742676723163 - type: nauc_ndcg_at_3_diff1 - value: 49.798853568516044 + value: 50.39571507644849 - type: nauc_ndcg_at_3_max - value: 17.88910440624622 + value: 14.796226924105916 - type: nauc_ndcg_at_3_std - value: -5.959252175174665 + value: -24.55184971150951 - type: nauc_ndcg_at_5_diff1 - value: 53.565830685346896 + value: 51.764690566839796 - type: nauc_ndcg_at_5_max - value: 19.301209293805627 + value: 17.064884477394884 - type: nauc_ndcg_at_5_std - value: -4.5368156313357435 + value: -21.11624960412319 - type: nauc_precision_at_1000_diff1 value: .nan - type: nauc_precision_at_1000_max @@ -13145,35 +13715,35 @@ model-index: - type: nauc_precision_at_100_std value: .nan - type: nauc_precision_at_10_diff1 - value: 56.13912231559286 + value: 72.22222222222277 - type: nauc_precision_at_10_max - value: 56.13912231559286 + value: -17.133520074696808 - type: nauc_precision_at_10_std - value: 67.9038281979461 + value: 35.80765639589114 - type: nauc_precision_at_1_diff1 - value: 57.671797164388835 + value: 56.0129007536084 - type: nauc_precision_at_1_max - value: 16.9354323668412 + value: 18.50970749776472 - type: nauc_precision_at_1_std - value: -11.064631498275675 + value: -25.554029888874723 - type: nauc_precision_at_20_diff1 - value: 12.278244631185926 + value: 72.22222222222277 - type: nauc_precision_at_20_max - value: 12.278244631185926 + value: -17.133520074696808 - type: nauc_precision_at_20_std value: 35.80765639589114 - type: nauc_precision_at_3_diff1 - value: 36.90404604415416 + value: 46.23716153127904 - type: nauc_precision_at_3_max - value: 21.58749248346349 + value: 7.563025210083932 - type: nauc_precision_at_3_std - value: 1.5204879305900956 + value: -21.092436974790093 - type: nauc_precision_at_5_diff1 - value: 53.47338935574264 + value: 51.618425147836945 - type: nauc_precision_at_5_max - value: 33.86554621848775 + value: 16.923436041083008 - type: nauc_precision_at_5_std - value: 22.00746965452886 + value: 5.765639589169112 - type: nauc_recall_at_1000_diff1 value: .nan - type: nauc_recall_at_1000_max @@ -13187,53 +13757,53 @@ model-index: - type: nauc_recall_at_100_std value: .nan - type: nauc_recall_at_10_diff1 - value: 56.13912231559305 + value: 72.22222222222202 - type: nauc_recall_at_10_max - value: 56.13912231559305 + value: -17.133520074696147 - type: nauc_recall_at_10_std - value: 67.903828197946 + value: 35.80765639589109 - type: nauc_recall_at_1_diff1 - value: 57.671797164388835 + value: 56.0129007536084 - type: nauc_recall_at_1_max - value: 16.9354323668412 + value: 18.50970749776472 - type: nauc_recall_at_1_std - value: -11.064631498275675 + value: -25.554029888874723 - type: nauc_recall_at_20_diff1 - value: 12.278244631185359 + value: 72.22222222222202 - type: nauc_recall_at_20_max - value: 12.278244631185359 + value: -17.133520074696147 - type: nauc_recall_at_20_std value: 35.80765639589109 - type: nauc_recall_at_3_diff1 - value: 36.904046044154384 + value: 46.23716153127918 - type: nauc_recall_at_3_max - value: 21.587492483463492 + value: 7.563025210084062 - type: nauc_recall_at_3_std - value: 1.5204879305901602 + value: -21.092436974789898 - type: nauc_recall_at_5_diff1 - value: 53.47338935574226 + value: 51.618425147837044 - type: nauc_recall_at_5_max - value: 33.86554621848721 + value: 16.923436041083242 - type: nauc_recall_at_5_std - value: 22.00746965452852 + value: 5.765639589169263 - type: ndcg_at_1 value: 64.0 - type: ndcg_at_10 - value: 81.899 + value: 82.43599999999999 - type: ndcg_at_100 - value: 82.297 + value: 82.607 - type: ndcg_at_1000 - value: 82.297 + value: 82.607 - type: ndcg_at_20 - value: 82.126 + value: 82.43599999999999 - type: ndcg_at_3 - value: 78.464 + value: 79.095 - type: ndcg_at_5 - value: 80.917 + value: 80.774 - type: precision_at_1 value: 64.0 - type: precision_at_10 - value: 9.8 + value: 9.9 - type: precision_at_100 value: 1.0 - type: precision_at_1000 @@ -13241,13 +13811,13 @@ model-index: - type: precision_at_20 value: 4.95 - type: precision_at_3 - value: 29.666999999999998 + value: 30.0 - type: precision_at_5 - value: 19.0 + value: 18.8 - type: recall_at_1 value: 64.0 - type: recall_at_10 - value: 98.0 + value: 99.0 - type: recall_at_100 value: 100.0 - type: recall_at_1000 @@ -13255,9 +13825,9 @@ model-index: - type: recall_at_20 value: 99.0 - type: recall_at_3 - value: 89.0 + value: 90.0 - type: recall_at_5 - value: 95.0 + value: 94.0 task: type: Retrieval - dataset: @@ -13268,287 +13838,287 @@ model-index: type: jinaai/xpqa metrics: - type: main_score - value: 62.09 + value: 62.190999999999995 - type: map_at_1 - value: 36.073 + value: 35.412 - type: map_at_10 - value: 55.677 + value: 55.372 - type: map_at_100 - value: 57.118 + value: 56.835 - type: map_at_1000 - value: 57.199 + value: 56.913000000000004 - type: map_at_20 - value: 56.501999999999995 + value: 56.221 - type: map_at_3 - value: 49.619 + value: 48.903 - type: map_at_5 - value: 53.455 + value: 53.238 - type: mrr_at_1 - value: 57.543391188251 + value: 57.009345794392516 - type: mrr_at_10 - value: 65.30018861127007 + value: 64.78569309343675 - type: mrr_at_100 - value: 65.94099315822325 + value: 65.37729406210731 - type: mrr_at_1000 - value: 65.96453864135188 + value: 65.40232200760255 - type: mrr_at_20 - value: 65.71224590825028 + value: 65.19512187170714 - type: mrr_at_3 - value: 63.351134846461946 + value: 62.305295950155745 - type: mrr_at_5 - value: 64.42590120160212 + value: 63.97418780596347 - type: nauc_map_at_1000_diff1 - value: 50.58271523935874 + value: 51.293436542919736 - type: nauc_map_at_1000_max - value: 43.13816564852953 + value: 52.70558085897355 - type: nauc_map_at_1000_std - value: 0.1844114463791253 + value: 4.042307291430875 - type: nauc_map_at_100_diff1 - value: 50.55402514007517 + value: 51.26892284346969 - type: nauc_map_at_100_max - value: 43.131135237384484 + value: 52.68013316306771 - type: nauc_map_at_100_std - value: 0.1962985407010382 + value: 4.026915747351222 - type: nauc_map_at_10_diff1 - value: 50.211948710332386 + value: 50.8543852249949 - type: nauc_map_at_10_max - value: 42.56586858276775 + value: 52.15208348725869 - type: nauc_map_at_10_std - value: -0.21682461914908613 + value: 3.6915190933761437 - type: nauc_map_at_1_diff1 - value: 58.97288229253611 + value: 59.961175322517725 - type: nauc_map_at_1_max - value: 27.09256578748547 + value: 37.84020048887668 - type: nauc_map_at_1_std - value: -3.128360909366587 + value: -1.716395538164829 - type: nauc_map_at_20_diff1 - value: 50.33687763446524 + value: 51.07739560575918 - type: nauc_map_at_20_max - value: 42.89316787999387 + value: 52.37861214759321 - type: nauc_map_at_20_std - value: -0.2224194056336769 + value: 3.6707917482294397 - type: nauc_map_at_3_diff1 - value: 51.23147801843447 + value: 52.519227595940954 - type: nauc_map_at_3_max - value: 37.22691523640508 + value: 48.64938894035591 - type: nauc_map_at_3_std - value: -1.4704387784247346 + value: 2.670992373225412 - type: nauc_map_at_5_diff1 - value: 50.66157676518992 + value: 51.66705458189757 - type: nauc_map_at_5_max - value: 41.58957149577394 + value: 51.74913250220439 - type: nauc_map_at_5_std - value: 0.16909716462753255 + value: 3.987564394588077 - type: nauc_mrr_at_1000_diff1 - value: 58.88383847534171 + value: 58.90292049458316 - type: nauc_mrr_at_1000_max - value: 49.3245365217643 + value: 59.02377527770008 - type: nauc_mrr_at_1000_std - value: 2.1575868813952894 + value: 6.15239522914937 - type: nauc_mrr_at_100_diff1 - value: 58.885865820137276 + value: 58.88627703402866 - type: nauc_mrr_at_100_max - value: 49.32954909327622 + value: 59.01733085707039 - type: nauc_mrr_at_100_std - value: 2.1750885487117024 + value: 6.149383764160973 - type: nauc_mrr_at_10_diff1 - value: 58.83761987066026 + value: 58.787561655079315 - type: nauc_mrr_at_10_max - value: 49.37803355533766 + value: 58.883901063919616 - type: nauc_mrr_at_10_std - value: 1.927477967317313 + value: 5.955816839989 - type: nauc_mrr_at_1_diff1 - value: 60.897823384674496 + value: 61.493169979051274 - type: nauc_mrr_at_1_max - value: 48.79303626218842 + value: 60.26766809318437 - type: nauc_mrr_at_1_std - value: 3.68732973455558 + value: 7.9345773661140555 - type: nauc_mrr_at_20_diff1 - value: 58.80334636154898 + value: 58.88172676495632 - type: nauc_mrr_at_20_max - value: 49.299926776474535 + value: 59.01063084619932 - type: nauc_mrr_at_20_std - value: 1.9599488796786029 + value: 5.999917023489485 - type: nauc_mrr_at_3_diff1 - value: 59.21037240205004 + value: 59.328585273714765 - type: nauc_mrr_at_3_max - value: 49.14597672580709 + value: 59.138843933099984 - type: nauc_mrr_at_3_std - value: 1.0051764061328385 + value: 5.867564048529799 - type: nauc_mrr_at_5_diff1 - value: 58.98849095570841 + value: 59.01605585266293 - type: nauc_mrr_at_5_max - value: 49.68364568027881 + value: 59.35576576264414 - type: nauc_mrr_at_5_std - value: 2.4739579029654366 + value: 6.4159398933971294 - type: nauc_ndcg_at_1000_diff1 - value: 52.31164533549997 + value: 52.72831771372173 - type: nauc_ndcg_at_1000_max - value: 45.69420989458311 + value: 55.00758519121888 - type: nauc_ndcg_at_1000_std - value: 1.1608489877596142 + value: 4.985669533881848 - type: nauc_ndcg_at_100_diff1 - value: 51.87286842964108 + value: 52.108377732208176 - type: nauc_ndcg_at_100_max - value: 45.685834956792895 + value: 54.48165097844046 - type: nauc_ndcg_at_100_std - value: 1.8157949218428466 + value: 4.90669931060551 - type: nauc_ndcg_at_10_diff1 - value: 50.57331251457611 + value: 50.664291148529664 - type: nauc_ndcg_at_10_max - value: 44.44795063905562 + value: 52.99267789451465 - type: nauc_ndcg_at_10_std - value: -0.3915488786381922 + value: 3.2476865951979432 - type: nauc_ndcg_at_1_diff1 - value: 60.897823384674496 + value: 61.493169979051274 - type: nauc_ndcg_at_1_max - value: 48.79303626218842 + value: 60.26766809318437 - type: nauc_ndcg_at_1_std - value: 3.68732973455558 + value: 7.9345773661140555 - type: nauc_ndcg_at_20_diff1 - value: 50.76487704699518 + value: 51.18525105808147 - type: nauc_ndcg_at_20_max - value: 44.79388134049559 + value: 53.43688504608144 - type: nauc_ndcg_at_20_std - value: -0.4213693889586553 + value: 3.0898823820531667 - type: nauc_ndcg_at_3_diff1 - value: 51.177774035828605 + value: 51.86574900383314 - type: nauc_ndcg_at_3_max - value: 43.73405047316084 + value: 54.590246592806615 - type: nauc_ndcg_at_3_std - value: -1.18104282095782 + value: 4.145862812422975 - type: nauc_ndcg_at_5_diff1 - value: 51.15375930024702 + value: 52.02045236842261 - type: nauc_ndcg_at_5_max - value: 43.7940523142017 + value: 53.32018698876075 - type: nauc_ndcg_at_5_std - value: 0.8224796779269716 + value: 4.253069053649545 - type: nauc_precision_at_1000_diff1 - value: -13.700846719394837 + value: -15.302260566955942 - type: nauc_precision_at_1000_max - value: 15.005182092410575 + value: 12.78016543871415 - type: nauc_precision_at_1000_std - value: 6.913901876028514 + value: 9.650613541206308 - type: nauc_precision_at_100_diff1 - value: -8.919890455110265 + value: -11.169900642295536 - type: nauc_precision_at_100_max - value: 20.85944528699816 + value: 17.997775654873607 - type: nauc_precision_at_100_std - value: 8.934660613911344 + value: 10.335855037587864 - type: nauc_precision_at_10_diff1 - value: 2.0626021976371662 + value: -0.7223213004392349 - type: nauc_precision_at_10_max - value: 30.851331908454423 + value: 30.1027627113279 - type: nauc_precision_at_10_std - value: 4.512923316711585 + value: 8.226673861581954 - type: nauc_precision_at_1_diff1 - value: 60.897823384674496 + value: 61.493169979051274 - type: nauc_precision_at_1_max - value: 48.79303626218842 + value: 60.26766809318437 - type: nauc_precision_at_1_std - value: 3.68732973455558 + value: 7.9345773661140555 - type: nauc_precision_at_20_diff1 - value: -1.9918582602200585 + value: -4.815929448858574 - type: nauc_precision_at_20_max - value: 27.779932491338315 + value: 25.356128631092655 - type: nauc_precision_at_20_std - value: 4.734186088720616 + value: 7.647974758815793 - type: nauc_precision_at_3_diff1 - value: 14.5090169489911 + value: 14.618447863791332 - type: nauc_precision_at_3_max - value: 37.59006778251299 + value: 42.347601836456704 - type: nauc_precision_at_3_std - value: 3.677659738072369 + value: 9.351508502457152 - type: nauc_precision_at_5_diff1 - value: 7.705804886616575 + value: 6.989536536316584 - type: nauc_precision_at_5_max - value: 36.0216894270471 + value: 37.43282182319603 - type: nauc_precision_at_5_std - value: 6.513474617464925 + value: 10.294650747748632 - type: nauc_recall_at_1000_diff1 - value: 20.71811619738829 + value: 66.00655448172738 - type: nauc_recall_at_1000_max - value: 23.217180195398225 + value: 71.84347765996883 - type: nauc_recall_at_1000_std - value: 26.037508089878237 + value: 50.90067212878784 - type: nauc_recall_at_100_diff1 - value: 38.44958378050671 + value: 36.14296627142933 - type: nauc_recall_at_100_max - value: 40.99327582118083 + value: 41.197429505920766 - type: nauc_recall_at_100_std - value: 16.36015422588489 + value: 7.431041060310201 - type: nauc_recall_at_10_diff1 - value: 40.027789080211576 + value: 37.65270595753883 - type: nauc_recall_at_10_max - value: 38.82613587358396 + value: 41.691362683452276 - type: nauc_recall_at_10_std - value: -3.5237192778606596 + value: -2.3254949626448083 - type: nauc_recall_at_1_diff1 - value: 58.97288229253611 + value: 59.961175322517725 - type: nauc_recall_at_1_max - value: 27.09256578748547 + value: 37.84020048887668 - type: nauc_recall_at_1_std - value: -3.128360909366587 + value: -1.716395538164829 - type: nauc_recall_at_20_diff1 - value: 37.818919303571406 + value: 36.92285554147242 - type: nauc_recall_at_20_max - value: 37.42703966259237 + value: 40.480804692339525 - type: nauc_recall_at_20_std - value: -4.770317748130178 + value: -4.660293872779451 - type: nauc_recall_at_3_diff1 - value: 45.13163472734054 + value: 47.84172346809966 - type: nauc_recall_at_3_max - value: 33.72267598718042 + value: 45.05790681661395 - type: nauc_recall_at_3_std - value: -4.443802840190085 + value: 0.48589911004729147 - type: nauc_recall_at_5_diff1 - value: 43.05114612174671 + value: 43.57123230477339 - type: nauc_recall_at_5_max - value: 39.10347802906311 + value: 45.95815692338621 - type: nauc_recall_at_5_std - value: 0.4813526343602913 + value: 2.026516305217224 - type: ndcg_at_1 - value: 57.543 + value: 57.009 - type: ndcg_at_10 - value: 62.09 + value: 62.190999999999995 - type: ndcg_at_100 - value: 67.216 + value: 67.174 - type: ndcg_at_1000 - value: 68.60000000000001 + value: 68.446 - type: ndcg_at_20 - value: 64.20700000000001 + value: 64.348 - type: ndcg_at_3 - value: 56.952999999999996 + value: 56.233999999999995 - type: ndcg_at_5 - value: 58.631 + value: 58.709999999999994 - type: precision_at_1 - value: 57.543 + value: 57.009 - type: precision_at_10 - value: 14.499 + value: 14.673 - type: precision_at_100 - value: 1.8739999999999999 + value: 1.8950000000000002 - type: precision_at_1000 value: 0.20600000000000002 - type: precision_at_20 - value: 7.971 + value: 8.091 - type: precision_at_3 - value: 34.446 + value: 34.624 - type: precision_at_5 - value: 24.993000000000002 + value: 25.394 - type: recall_at_1 - value: 36.073 + value: 35.412 - type: recall_at_10 - value: 70.532 + value: 72.214 - type: recall_at_100 - value: 90.63600000000001 + value: 91.415 - type: recall_at_1000 - value: 99.577 + value: 99.533 - type: recall_at_20 - value: 77.388 + value: 79.103 - type: recall_at_3 - value: 54.786 + value: 53.529 - type: recall_at_5 - value: 62.365 + value: 63.62 task: type: Retrieval - dataset: @@ -13559,287 +14129,287 @@ model-index: type: jinaai/xpqa metrics: - type: main_score - value: 34.795 + value: 31.380000000000003 - type: map_at_1 - value: 13.818 + value: 11.257 - type: map_at_10 - value: 28.221 + value: 24.596 - type: map_at_100 - value: 30.715999999999998 + value: 27.267000000000003 - type: map_at_1000 - value: 30.86 + value: 27.412999999999997 - type: map_at_20 - value: 29.601 + value: 26.107999999999997 - type: map_at_3 - value: 23.194 + value: 19.236 - type: map_at_5 - value: 26.057999999999996 + value: 22.076999999999998 - type: mrr_at_1 - value: 27.236315086782376 + value: 23.76502002670227 - type: mrr_at_10 - value: 36.39890224002375 + value: 32.646120753597366 - type: mrr_at_100 - value: 37.73446796439471 + value: 34.021717341570096 - type: mrr_at_1000 - value: 37.79021013088287 + value: 34.08123584522526 - type: mrr_at_20 - value: 37.17175635350331 + value: 33.488454614873945 - type: mrr_at_3 - value: 33.73386737872722 + value: 29.439252336448607 - type: mrr_at_5 - value: 35.24922118380064 + value: 30.97463284379172 - type: nauc_map_at_1000_diff1 - value: 32.30220782845437 + value: 23.090590573188127 - type: nauc_map_at_1000_max - value: 39.87665001530303 + value: 37.736493247159515 - type: nauc_map_at_1000_std - value: 5.7695221727058055 + value: 10.98069893040178 - type: nauc_map_at_100_diff1 - value: 32.2694600306288 + value: 23.08559086307178 - type: nauc_map_at_100_max - value: 39.8855550981263 + value: 37.72263314123226 - type: nauc_map_at_100_std - value: 5.776881467271089 + value: 11.042922887319614 - type: nauc_map_at_10_diff1 - value: 31.804039669931537 + value: 22.919253103936867 - type: nauc_map_at_10_max - value: 39.311719475930005 + value: 37.11680228717991 - type: nauc_map_at_10_std - value: 4.733050895784147 + value: 9.851990888901907 - type: nauc_map_at_1_diff1 - value: 37.6388258626095 + value: 26.479314334323384 - type: nauc_map_at_1_max - value: 25.192760889147102 + value: 24.606099049654016 - type: nauc_map_at_1_std - value: 0.84012346712856 + value: 7.368843855661875 - type: nauc_map_at_20_diff1 - value: 31.970587565845022 + value: 22.84865788594623 - type: nauc_map_at_20_max - value: 39.68812698793437 + value: 37.35013174420624 - type: nauc_map_at_20_std - value: 5.466710545588436 + value: 10.38206527259999 - type: nauc_map_at_3_diff1 - value: 33.9083845702625 + value: 24.422040907804902 - type: nauc_map_at_3_max - value: 35.88443788757562 + value: 34.1407580102983 - type: nauc_map_at_3_std - value: 2.956590608487331 + value: 6.90072751192396 - type: nauc_map_at_5_diff1 - value: 32.97116962607063 + value: 23.679285267333217 - type: nauc_map_at_5_max - value: 38.37964967819906 + value: 36.69505551539262 - type: nauc_map_at_5_std - value: 4.573297881379916 + value: 9.071400025204603 - type: nauc_mrr_at_1000_diff1 - value: 32.44126725520097 + value: 23.91122464190796 - type: nauc_mrr_at_1000_max - value: 39.246349656799985 + value: 38.00739859980611 - type: nauc_mrr_at_1000_std - value: 7.779126542191918 + value: 12.603177305247423 - type: nauc_mrr_at_100_diff1 - value: 32.416259735518885 + value: 23.926489219810712 - type: nauc_mrr_at_100_max - value: 39.258316221246965 + value: 38.01653317102498 - type: nauc_mrr_at_100_std - value: 7.7944505673136 + value: 12.631657383704397 - type: nauc_mrr_at_10_diff1 - value: 32.06932803779604 + value: 23.793536028816924 - type: nauc_mrr_at_10_max - value: 39.04853109147614 + value: 37.731699667898546 - type: nauc_mrr_at_10_std - value: 7.4138965935269505 + value: 12.519721615734111 - type: nauc_mrr_at_1_diff1 - value: 37.27173489316227 + value: 26.560927789365497 - type: nauc_mrr_at_1_max - value: 40.3355905491979 + value: 39.34339331908778 - type: nauc_mrr_at_1_std - value: 6.933728079474825 + value: 11.755625469925857 - type: nauc_mrr_at_20_diff1 - value: 32.329474296004804 + value: 23.785050335795756 - type: nauc_mrr_at_20_max - value: 39.0764118546337 + value: 37.70507807708539 - type: nauc_mrr_at_20_std - value: 7.696441003623004 + value: 12.401310290425641 - type: nauc_mrr_at_3_diff1 - value: 33.08673004752433 + value: 24.760339690704274 - type: nauc_mrr_at_3_max - value: 39.95985433324281 + value: 38.97081556411779 - type: nauc_mrr_at_3_std - value: 7.62764311528151 + value: 12.403416856601224 - type: nauc_mrr_at_5_diff1 - value: 32.818965514653684 + value: 24.16786185395756 - type: nauc_mrr_at_5_max - value: 39.34493265770003 + value: 38.675901959087064 - type: nauc_mrr_at_5_std - value: 7.778531920242 + value: 12.328016386544244 - type: nauc_ndcg_at_1000_diff1 - value: 31.02864530261756 + value: 22.575525759807498 - type: nauc_ndcg_at_1000_max - value: 39.64187241406462 + value: 38.08756303764784 - type: nauc_ndcg_at_1000_std - value: 7.768459120817835 + value: 12.993082901884351 - type: nauc_ndcg_at_100_diff1 - value: 30.39095044516521 + value: 22.84247295232495 - type: nauc_ndcg_at_100_max - value: 39.956877555291406 + value: 38.07376875349487 - type: nauc_ndcg_at_100_std - value: 8.813305671545828 + value: 14.670272841790322 - type: nauc_ndcg_at_10_diff1 - value: 29.09294115578835 + value: 21.851855665665028 - type: nauc_ndcg_at_10_max - value: 38.59245602933513 + value: 36.30808033173574 - type: nauc_ndcg_at_10_std - value: 5.516145701680656 + value: 10.754345146682587 - type: nauc_ndcg_at_1_diff1 - value: 37.27173489316227 + value: 26.560927789365497 - type: nauc_ndcg_at_1_max - value: 40.3355905491979 + value: 39.34339331908778 - type: nauc_ndcg_at_1_std - value: 6.933728079474825 + value: 11.755625469925857 - type: nauc_ndcg_at_20_diff1 - value: 29.725541536865684 + value: 21.85222563105362 - type: nauc_ndcg_at_20_max - value: 39.12781667827556 + value: 36.49693582912162 - type: nauc_ndcg_at_20_std - value: 7.464557759930056 + value: 11.462407172413222 - type: nauc_ndcg_at_3_diff1 - value: 32.2472918241563 + value: 23.835148821074096 - type: nauc_ndcg_at_3_max - value: 39.38528978160266 + value: 37.21286292761239 - type: nauc_ndcg_at_3_std - value: 5.126228097274878 + value: 8.965675045214653 - type: nauc_ndcg_at_5_diff1 - value: 31.39000117667687 + value: 22.94941035043304 - type: nauc_ndcg_at_5_max - value: 38.16838826710958 + value: 37.116308712473725 - type: nauc_ndcg_at_5_std - value: 5.747613838798295 + value: 9.96746473363745 - type: nauc_precision_at_1000_diff1 - value: 3.926032418467635 + value: 4.391641883500156 - type: nauc_precision_at_1000_max - value: 19.08045437036499 + value: 22.960724719570653 - type: nauc_precision_at_1000_std - value: 6.796129044597931 + value: 9.90771833324347 - type: nauc_precision_at_100_diff1 - value: 9.73958477384916 + value: 9.398103008957907 - type: nauc_precision_at_100_max - value: 29.07096859484853 + value: 29.966107038070213 - type: nauc_precision_at_100_std - value: 12.96991105140292 + value: 18.246515814298206 - type: nauc_precision_at_10_diff1 - value: 17.1980255233314 + value: 14.642013509002073 - type: nauc_precision_at_10_max - value: 43.52273606745023 + value: 39.865916483254914 - type: nauc_precision_at_10_std - value: 10.958034153583304 + value: 16.389751433271922 - type: nauc_precision_at_1_diff1 - value: 37.27173489316227 + value: 26.560927789365497 - type: nauc_precision_at_1_max - value: 40.3355905491979 + value: 39.34339331908778 - type: nauc_precision_at_1_std - value: 6.933728079474825 + value: 11.755625469925857 - type: nauc_precision_at_20_diff1 - value: 15.369446454490415 + value: 12.328250607495741 - type: nauc_precision_at_20_max - value: 39.48680497589929 + value: 36.609492322958076 - type: nauc_precision_at_20_std - value: 12.929898425260022 + value: 16.186393097514785 - type: nauc_precision_at_3_diff1 - value: 23.95767667939835 + value: 21.43869193024236 - type: nauc_precision_at_3_max - value: 45.09931497087944 + value: 44.92920554318338 - type: nauc_precision_at_3_std - value: 8.770453872723321 + value: 12.93524236487951 - type: nauc_precision_at_5_diff1 - value: 21.065461642416665 + value: 17.980792540844075 - type: nauc_precision_at_5_max - value: 44.72202962458711 + value: 44.67180132719046 - type: nauc_precision_at_5_std - value: 10.750776410192397 + value: 15.44379773164089 - type: nauc_recall_at_1000_diff1 - value: 6.039018739578919 + value: -18.599562189867928 - type: nauc_recall_at_1000_max - value: 11.436015450640827 + value: -1.233438302856996 - type: nauc_recall_at_1000_std - value: 66.07591419148011 + value: 60.504773500458754 - type: nauc_recall_at_100_diff1 - value: 18.65963295269777 + value: 21.73131824226728 - type: nauc_recall_at_100_max - value: 38.12793731004431 + value: 33.813071564297644 - type: nauc_recall_at_100_std - value: 22.877750142093177 + value: 31.938349559054004 - type: nauc_recall_at_10_diff1 - value: 19.342831730746934 + value: 17.11887766943705 - type: nauc_recall_at_10_max - value: 31.63232417200137 + value: 28.89674920890047 - type: nauc_recall_at_10_std - value: 3.271699563530961 + value: 7.773984628905876 - type: nauc_recall_at_1_diff1 - value: 37.6388258626095 + value: 26.479314334323384 - type: nauc_recall_at_1_max - value: 25.192760889147102 + value: 24.606099049654016 - type: nauc_recall_at_1_std - value: 0.84012346712856 + value: 7.368843855661875 - type: nauc_recall_at_20_diff1 - value: 20.61391084945006 + value: 17.295953047798886 - type: nauc_recall_at_20_max - value: 32.5842740511191 + value: 28.434654095893304 - type: nauc_recall_at_20_std - value: 9.819500541742485 + value: 9.427920198911856 - type: nauc_recall_at_3_diff1 - value: 28.687240532045937 + value: 21.272960191663262 - type: nauc_recall_at_3_max - value: 31.72988302079546 + value: 30.445386445037144 - type: nauc_recall_at_3_std - value: 2.7062500297360295 + value: 4.74984017701616 - type: nauc_recall_at_5_diff1 - value: 25.62354289856022 + value: 19.423326866459472 - type: nauc_recall_at_5_max - value: 32.13732981730723 + value: 32.51726362019113 - type: nauc_recall_at_5_std - value: 4.661623958812741 + value: 7.7878756846006185 - type: ndcg_at_1 - value: 27.236 + value: 23.765 - type: ndcg_at_10 - value: 34.795 + value: 31.380000000000003 - type: ndcg_at_100 - value: 44.352000000000004 + value: 41.426 - type: ndcg_at_1000 - value: 46.98 + value: 44.168 - type: ndcg_at_20 - value: 38.537 + value: 35.449000000000005 - type: ndcg_at_3 - value: 29.448 + value: 24.845 - type: ndcg_at_5 - value: 30.996000000000002 + value: 26.705000000000002 - type: precision_at_1 - value: 27.236 + value: 23.765 - type: precision_at_10 - value: 10.427 + value: 9.879999999999999 - type: precision_at_100 - value: 1.8769999999999998 + value: 1.865 - type: precision_at_1000 value: 0.22300000000000003 - type: precision_at_20 - value: 6.589 + value: 6.449000000000001 - type: precision_at_3 - value: 21.584 + value: 18.024 - type: precision_at_5 - value: 16.555 + value: 14.472999999999999 - type: recall_at_1 - value: 13.818 + value: 11.257 - type: recall_at_10 - value: 44.826 + value: 42.345 - type: recall_at_100 - value: 82.047 + value: 81.159 - type: recall_at_1000 - value: 99.286 + value: 99.29 - type: recall_at_20 - value: 56.615 + value: 54.989 - type: recall_at_3 - value: 28.509 + value: 23.687 - type: recall_at_5 - value: 35.472 + value: 30.823 task: type: Retrieval - dataset: @@ -13850,287 +14420,287 @@ model-index: type: jinaai/xpqa metrics: - type: main_score - value: 55.165 + value: 56.635999999999996 - type: map_at_1 - value: 30.070999999999998 + value: 31.4 - type: map_at_10 - value: 48.391 + value: 50.056 - type: map_at_100 - value: 50.077000000000005 + value: 51.663000000000004 - type: map_at_1000 - value: 50.175000000000004 + value: 51.761 - type: map_at_20 - value: 49.425999999999995 + value: 50.927 - type: map_at_3 - value: 43.108999999999995 + value: 44.529999999999994 - type: map_at_5 - value: 46.331 + value: 47.894 - type: mrr_at_1 - value: 47.79706275033378 + value: 50.467289719626166 - type: mrr_at_10 - value: 57.112499205289545 + value: 58.950823319982185 - type: mrr_at_100 - value: 57.77653857554601 + value: 59.70354953666045 - type: mrr_at_1000 - value: 57.810309267669155 + value: 59.734711425279755 - type: mrr_at_20 - value: 57.50639791688323 + value: 59.40583228190128 - type: mrr_at_3 - value: 55.028927458833955 + value: 56.875834445927886 - type: mrr_at_5 - value: 56.19715175789934 + value: 58.21762349799728 - type: nauc_map_at_1000_diff1 - value: 48.30744877651571 + value: 48.15648920144338 - type: nauc_map_at_1000_max - value: 41.304811375830106 + value: 46.702778511311514 - type: nauc_map_at_1000_std - value: -3.319640191562977 + value: -2.8986084054302346 - type: nauc_map_at_100_diff1 - value: 48.24792131158136 + value: 48.07320124865117 - type: nauc_map_at_100_max - value: 41.289809346155096 + value: 46.66060865870994 - type: nauc_map_at_100_std - value: -3.3322490840754044 + value: -2.898261800096327 - type: nauc_map_at_10_diff1 - value: 48.51735869545944 + value: 48.02406723579077 - type: nauc_map_at_10_max - value: 41.39091467858207 + value: 46.41839190788124 - type: nauc_map_at_10_std - value: -3.816834529081366 + value: -3.2566313465012535 - type: nauc_map_at_1_diff1 - value: 55.20976873300869 + value: 54.13992707642448 - type: nauc_map_at_1_max - value: 29.31564406699001 + value: 34.04660478197247 - type: nauc_map_at_1_std - value: -3.531295202744916 + value: -4.558752037228464 - type: nauc_map_at_20_diff1 - value: 48.15994357210226 + value: 48.046199789059344 - type: nauc_map_at_20_max - value: 41.27059573974859 + value: 46.720705370675915 - type: nauc_map_at_20_std - value: -3.553567850461392 + value: -3.033997271677673 - type: nauc_map_at_3_diff1 - value: 49.07638331745524 + value: 50.009783024030185 - type: nauc_map_at_3_max - value: 37.4344180429373 + value: 42.35942421403899 - type: nauc_map_at_3_std - value: -4.793107974869855 + value: -5.2762823138538515 - type: nauc_map_at_5_diff1 - value: 48.610911544450566 + value: 48.8354268056224 - type: nauc_map_at_5_max - value: 40.36936409939194 + value: 45.655213495860814 - type: nauc_map_at_5_std - value: -4.494930285823858 + value: -3.7884263147862267 - type: nauc_mrr_at_1000_diff1 - value: 54.361185624681966 + value: 53.36845252957243 - type: nauc_mrr_at_1000_max - value: 44.38223734909631 + value: 51.36922708038703 - type: nauc_mrr_at_1000_std - value: -4.6407251183091045 + value: -1.4510764030641954 - type: nauc_mrr_at_100_diff1 - value: 54.3534593950135 + value: 53.3537222476053 - type: nauc_mrr_at_100_max - value: 44.378173894610114 + value: 51.38049608859829 - type: nauc_mrr_at_100_std - value: -4.625111682775984 + value: -1.4191780664448506 - type: nauc_mrr_at_10_diff1 - value: 54.24312662266002 + value: 53.305802521069 - type: nauc_mrr_at_10_max - value: 44.30746970923868 + value: 51.21960893720018 - type: nauc_mrr_at_10_std - value: -4.965217414238369 + value: -1.6724093244930498 - type: nauc_mrr_at_1_diff1 - value: 58.26954724773496 + value: 55.70120557955961 - type: nauc_mrr_at_1_max - value: 45.03422518009353 + value: 53.01658211876319 - type: nauc_mrr_at_1_std - value: -4.069334933239831 + value: -0.6423359202704497 - type: nauc_mrr_at_20_diff1 - value: 54.25997769977666 + value: 53.34768541161141 - type: nauc_mrr_at_20_max - value: 44.38402056799441 + value: 51.352620113317805 - type: nauc_mrr_at_20_std - value: -4.671395366726689 + value: -1.5006800933364013 - type: nauc_mrr_at_3_diff1 - value: 54.499361492963985 + value: 53.39969881700113 - type: nauc_mrr_at_3_max - value: 43.81936137776164 + value: 50.89022404206973 - type: nauc_mrr_at_3_std - value: -5.644776625702544 + value: -3.1275962557855412 - type: nauc_mrr_at_5_diff1 - value: 54.44957576550037 + value: 53.6906061507349 - type: nauc_mrr_at_5_max - value: 43.983826735470124 + value: 51.45261103925232 - type: nauc_mrr_at_5_std - value: -5.796801921865972 + value: -1.7795696130396883 - type: nauc_ndcg_at_1000_diff1 - value: 49.15241156513385 + value: 48.95637773496826 - type: nauc_ndcg_at_1000_max - value: 42.45980120922761 + value: 48.197622067566826 - type: nauc_ndcg_at_1000_std - value: -2.3353260193872605 + value: -1.4607313404789106 - type: nauc_ndcg_at_100_diff1 - value: 48.24122686676774 + value: 47.71577524982021 - type: nauc_ndcg_at_100_max - value: 42.27679493782058 + value: 47.883023532341504 - type: nauc_ndcg_at_100_std - value: -1.5752369584570114 + value: -0.6132109059243465 - type: nauc_ndcg_at_10_diff1 - value: 48.5509813605824 + value: 47.5329600424363 - type: nauc_ndcg_at_10_max - value: 42.59298249833255 + value: 47.498459285878575 - type: nauc_ndcg_at_10_std - value: -3.672669315491546 + value: -2.330121342823272 - type: nauc_ndcg_at_1_diff1 - value: 58.26954724773496 + value: 55.70120557955961 - type: nauc_ndcg_at_1_max - value: 45.03422518009353 + value: 53.01658211876319 - type: nauc_ndcg_at_1_std - value: -4.069334933239831 + value: -0.6423359202704497 - type: nauc_ndcg_at_20_diff1 - value: 47.729261088005316 + value: 47.6173989193167 - type: nauc_ndcg_at_20_max - value: 42.49497033902468 + value: 48.19865615901621 - type: nauc_ndcg_at_20_std - value: -2.6719433358977773 + value: -1.6128175051145877 - type: nauc_ndcg_at_3_diff1 - value: 48.68223689824344 + value: 48.78930092666264 - type: nauc_ndcg_at_3_max - value: 40.9157048148036 + value: 46.4431323615495 - type: nauc_ndcg_at_3_std - value: -5.637336437839516 + value: -5.431496363976204 - type: nauc_ndcg_at_5_diff1 - value: 48.69726991107552 + value: 49.11424543999915 - type: nauc_ndcg_at_5_max - value: 41.152294520697076 + value: 47.05648749366126 - type: nauc_ndcg_at_5_std - value: -5.48123275220102 + value: -3.330885962532834 - type: nauc_precision_at_1000_diff1 - value: -10.425039324403782 + value: -10.880765837183755 - type: nauc_precision_at_1000_max - value: 7.051352071885475 + value: 8.572817422349692 - type: nauc_precision_at_1000_std - value: 4.456043136940008 + value: 4.766982235965037 - type: nauc_precision_at_100_diff1 - value: -6.528489272274514 + value: -8.679642859295267 - type: nauc_precision_at_100_max - value: 12.611149343017736 + value: 13.715180395886897 - type: nauc_precision_at_100_std - value: 5.918229501417929 + value: 6.946301090207475 - type: nauc_precision_at_10_diff1 - value: 9.37469315859335 + value: 4.944045819175594 - type: nauc_precision_at_10_max - value: 29.792160957981938 + value: 30.760105361109925 - type: nauc_precision_at_10_std - value: 0.2316309488416353 + value: 3.6068920141401626 - type: nauc_precision_at_1_diff1 - value: 58.26954724773496 + value: 55.70120557955961 - type: nauc_precision_at_1_max - value: 45.03422518009353 + value: 53.01658211876319 - type: nauc_precision_at_1_std - value: -4.069334933239831 + value: -0.6423359202704497 - type: nauc_precision_at_20_diff1 - value: 2.981751622851337 + value: 0.8043591939583385 - type: nauc_precision_at_20_max - value: 23.312084195651227 + value: 26.360434462685422 - type: nauc_precision_at_20_std - value: 2.560521133286893 + value: 4.739891658844582 - type: nauc_precision_at_3_diff1 - value: 20.831474725533468 + value: 19.013124811719553 - type: nauc_precision_at_3_max - value: 34.732843194059996 + value: 38.42804762790048 - type: nauc_precision_at_3_std - value: -3.379064346220114 + value: -1.4085959010900053 - type: nauc_precision_at_5_diff1 - value: 14.628778037588857 + value: 12.360123599205414 - type: nauc_precision_at_5_max - value: 33.5567398421705 + value: 37.08361417845578 - type: nauc_precision_at_5_std - value: -2.4525869923256236 + value: 1.9104788050916797 - type: nauc_recall_at_1000_diff1 - value: 24.629562614981076 + value: 64.46395887603528 - type: nauc_recall_at_1000_max - value: 37.74776159843809 + value: 25.40689664838346 - type: nauc_recall_at_1000_std - value: 45.84365921167674 + value: 64.91673770650863 - type: nauc_recall_at_100_diff1 - value: 28.656294603430176 + value: 23.04629413894431 - type: nauc_recall_at_100_max - value: 34.99333512037935 + value: 37.70267898773106 - type: nauc_recall_at_100_std - value: 18.07167333451945 + value: 19.483375935785805 - type: nauc_recall_at_10_diff1 - value: 39.579271628779686 + value: 37.89470563650895 - type: nauc_recall_at_10_max - value: 39.65055294313406 + value: 41.88446616509962 - type: nauc_recall_at_10_std - value: -1.4953189564586904 + value: -0.5968285599827128 - type: nauc_recall_at_1_diff1 - value: 55.20976873300869 + value: 54.13992707642448 - type: nauc_recall_at_1_max - value: 29.31564406699001 + value: 34.04660478197247 - type: nauc_recall_at_1_std - value: -3.531295202744916 + value: -4.558752037228464 - type: nauc_recall_at_20_diff1 - value: 35.59952531108398 + value: 36.41725409411871 - type: nauc_recall_at_20_max - value: 39.735665662589234 + value: 43.570833102022796 - type: nauc_recall_at_20_std - value: 2.746812413081314 + value: 2.4475141353956724 - type: nauc_recall_at_3_diff1 - value: 42.180790443876234 + value: 44.46469511434876 - type: nauc_recall_at_3_max - value: 33.23529070499019 + value: 36.60941837529587 - type: nauc_recall_at_3_std - value: -7.102867270573987 + value: -8.466344004251715 - type: nauc_recall_at_5_diff1 - value: 41.34875509720362 + value: 43.140961160644444 - type: nauc_recall_at_5_max - value: 36.67737500141328 + value: 42.12923427424881 - type: nauc_recall_at_5_std - value: -7.16711230678949 + value: -3.2514274060186428 - type: ndcg_at_1 - value: 47.797 + value: 50.467 - type: ndcg_at_10 - value: 55.165 + value: 56.635999999999996 - type: ndcg_at_100 - value: 61.072 + value: 62.575 - type: ndcg_at_1000 - value: 62.766999999999996 + value: 64.153 - type: ndcg_at_20 - value: 57.603 + value: 58.909 - type: ndcg_at_3 - value: 50.134 + value: 51.636 - type: ndcg_at_5 - value: 51.711 + value: 53.252 - type: precision_at_1 - value: 47.797 + value: 50.467 - type: precision_at_10 - value: 13.150999999999998 + value: 13.458 - type: precision_at_100 - value: 1.8370000000000002 + value: 1.8530000000000002 - type: precision_at_1000 value: 0.20600000000000002 - type: precision_at_20 - value: 7.517 + value: 7.582999999999999 - type: precision_at_3 - value: 30.975 + value: 31.865 - type: precision_at_5 - value: 22.27 + value: 22.884 - type: recall_at_1 - value: 30.070999999999998 + value: 31.4 - type: recall_at_10 - value: 65.352 + value: 66.19 - type: recall_at_100 - value: 88.31099999999999 + value: 89.577 - type: recall_at_1000 - value: 99.417 + value: 99.695 - type: recall_at_20 - value: 72.65 + value: 73.213 - type: recall_at_3 - value: 49.891000000000005 + value: 50.699000000000005 - type: recall_at_5 - value: 56.949000000000005 + value: 58.158 task: type: Retrieval - dataset: @@ -14141,13 +14711,13 @@ model-index: type: PL-MTEB/allegro-reviews metrics: - type: accuracy - value: 53.48906560636182 + value: 49.22465208747514 - type: f1 - value: 41.948000361532074 + value: 35.68158330115517 - type: f1_weighted - value: 50.64284561538599 + value: 44.81425765760541 - type: main_score - value: 53.48906560636182 + value: 49.22465208747514 task: type: Classification - dataset: @@ -14158,287 +14728,287 @@ model-index: type: clarin-knext/arguana-pl metrics: - type: main_score - value: 49.913000000000004 + value: 49.668 - type: map_at_1 - value: 24.04 + value: 24.751 - type: map_at_10 - value: 40.493 + value: 40.36 - type: map_at_100 - value: 41.447 + value: 41.368 - type: map_at_1000 - value: 41.454 + value: 41.379 - type: map_at_20 - value: 41.197 + value: 41.134 - type: map_at_3 - value: 35.099999999999994 + value: 34.945 - type: map_at_5 - value: 38.196999999999996 + value: 38.043 - type: mrr_at_1 - value: 24.537695590327168 + value: 25.03556187766714 - type: mrr_at_10 - value: 40.67259929102034 + value: 40.47856126803494 - type: mrr_at_100 - value: 41.639618460436125 + value: 41.49280025917654 - type: mrr_at_1000 - value: 41.64596845247576 + value: 41.50319481040459 - type: mrr_at_20 - value: 41.38915253517258 + value: 41.25788030596975 - type: mrr_at_3 - value: 35.27738264580362 + value: 35.0521574205784 - type: mrr_at_5 - value: 38.40327169274532 + value: 38.167377904219954 - type: nauc_map_at_1000_diff1 - value: 7.431509810863732 + value: 7.731653729111241 - type: nauc_map_at_1000_max - value: -2.981272220393634 + value: -6.3011371446014115 - type: nauc_map_at_1000_std - value: -7.60710973485905 + value: -6.06100995003556 - type: nauc_map_at_100_diff1 - value: 7.436737619273204 + value: 7.740664698795466 - type: nauc_map_at_100_max - value: -2.967184788185936 + value: -6.278576653918305 - type: nauc_map_at_100_std - value: -7.597426337410871 + value: -6.048854855804748 - type: nauc_map_at_10_diff1 - value: 7.255093659685807 + value: 7.58994360921921 - type: nauc_map_at_10_max - value: -2.9042962900147544 + value: -6.486918896565689 - type: nauc_map_at_10_std - value: -7.934694729089717 + value: -6.590603504257126 - type: nauc_map_at_1_diff1 - value: 12.509203312194646 + value: 10.018749983163797 - type: nauc_map_at_1_max - value: -5.881727148045224 + value: -9.286741407015537 - type: nauc_map_at_1_std - value: -7.791332615643759 + value: -6.604729499204554 - type: nauc_map_at_20_diff1 - value: 7.327100008464186 + value: 7.706256252764164 - type: nauc_map_at_20_max - value: -2.837417061935196 + value: -6.168914547814974 - type: nauc_map_at_20_std - value: -7.727026459254324 + value: -6.083566639755691 - type: nauc_map_at_3_diff1 - value: 6.852993254257847 + value: 7.033893231381659 - type: nauc_map_at_3_max - value: -4.051470844228069 + value: -6.945660103296161 - type: nauc_map_at_3_std - value: -7.896963683580916 + value: -6.0565345896842135 - type: nauc_map_at_5_diff1 - value: 6.528299731268904 + value: 7.205099657249722 - type: nauc_map_at_5_max - value: -3.6970340215693476 + value: -6.776921990255051 - type: nauc_map_at_5_std - value: -7.655276417735266 + value: -5.907533989245036 - type: nauc_mrr_at_1000_diff1 - value: 5.711449969160694 + value: 6.668270267618491 - type: nauc_mrr_at_1000_max - value: -3.4753506470039266 + value: -6.803645974646868 - type: nauc_mrr_at_1000_std - value: -7.794020380041222 + value: -6.110358020715999 - type: nauc_mrr_at_100_diff1 - value: 5.717019799542202 + value: 6.677624675636143 - type: nauc_mrr_at_100_max - value: -3.461221495753972 + value: -6.78097136036329 - type: nauc_mrr_at_100_std - value: -7.784340755281538 + value: -6.098217879471153 - type: nauc_mrr_at_10_diff1 - value: 5.509993731954919 + value: 6.468832159598689 - type: nauc_mrr_at_10_max - value: -3.4562614853854345 + value: -7.0315355572474925 - type: nauc_mrr_at_10_std - value: -8.172557318463994 + value: -6.601932672455336 - type: nauc_mrr_at_1_diff1 - value: 10.815838583441858 + value: 9.07223439791323 - type: nauc_mrr_at_1_max - value: -5.323382194534891 + value: -9.264510377291506 - type: nauc_mrr_at_1_std - value: -8.038288156705363 + value: -6.764808343700734 - type: nauc_mrr_at_20_diff1 - value: 5.622966175346149 + value: 6.65302226067872 - type: nauc_mrr_at_20_max - value: -3.3271519171448602 + value: -6.666040499900585 - type: nauc_mrr_at_20_std - value: -7.911979321248223 + value: -6.132351790646591 - type: nauc_mrr_at_3_diff1 - value: 5.1203118177676945 + value: 5.824560443333769 - type: nauc_mrr_at_3_max - value: -4.663436282182911 + value: -7.573354775954246 - type: nauc_mrr_at_3_std - value: -8.16687342201878 + value: -6.106371480222379 - type: nauc_mrr_at_5_diff1 - value: 4.899936200607895 + value: 6.209821468263958 - type: nauc_mrr_at_5_max - value: -4.238888324916206 + value: -7.271141379552105 - type: nauc_mrr_at_5_std - value: -7.911378372003927 + value: -5.938481110932588 - type: nauc_ndcg_at_1000_diff1 - value: 7.208621858675132 + value: 7.773930949495924 - type: nauc_ndcg_at_1000_max - value: -1.9047927444267347 + value: -5.1914799213542535 - type: nauc_ndcg_at_1000_std - value: -6.986137159109878 + value: -5.443963700763181 - type: nauc_ndcg_at_100_diff1 - value: 7.409545817332008 + value: 8.057028087355645 - type: nauc_ndcg_at_100_max - value: -1.4631671846013694 + value: -4.531668964685114 - type: nauc_ndcg_at_100_std - value: -6.630280309037233 + value: -5.043531367158232 - type: nauc_ndcg_at_10_diff1 - value: 6.4667756391170395 + value: 7.464635855577513 - type: nauc_ndcg_at_10_max - value: -0.6950268010456382 + value: -4.878234464633695 - type: nauc_ndcg_at_10_std - value: -8.022144927522392 + value: -7.040243622992924 - type: nauc_ndcg_at_1_diff1 - value: 12.509203312194646 + value: 10.018749983163797 - type: nauc_ndcg_at_1_max - value: -5.881727148045224 + value: -9.286741407015537 - type: nauc_ndcg_at_1_std - value: -7.791332615643759 + value: -6.604729499204554 - type: nauc_ndcg_at_20_diff1 - value: 6.726279074146785 + value: 7.927592870050634 - type: nauc_ndcg_at_20_max - value: -0.3861052348420354 + value: -3.5850025129078804 - type: nauc_ndcg_at_20_std - value: -7.221277273790139 + value: -5.171152516248472 - type: nauc_ndcg_at_3_diff1 - value: 5.5538863803913365 + value: 6.2883775843899485 - type: nauc_ndcg_at_3_max - value: -3.5651217527245946 + value: -6.088799255371655 - type: nauc_ndcg_at_3_std - value: -7.826880086024049 + value: -5.718514280311179 - type: nauc_ndcg_at_5_diff1 - value: 4.878905871379252 + value: 6.560041121192067 - type: nauc_ndcg_at_5_max - value: -2.821048486985759 + value: -5.667390479730649 - type: nauc_ndcg_at_5_std - value: -7.31598311150453 + value: -5.345467266005971 - type: nauc_precision_at_1000_diff1 - value: 31.595672412803232 + value: 3.3584681799320566 - type: nauc_precision_at_1000_max - value: 42.56487657246246 + value: 27.67410378535401 - type: nauc_precision_at_1000_std - value: 76.77064740096077 + value: 73.59018487762006 - type: nauc_precision_at_100_diff1 - value: 37.959767569852325 + value: 31.86229567780328 - type: nauc_precision_at_100_max - value: 61.03819238774345 + value: 57.759019425342615 - type: nauc_precision_at_100_std - value: 57.75475522584779 + value: 45.17932914356757 - type: nauc_precision_at_10_diff1 - value: 3.679895666980749 + value: 7.59135628113755 - type: nauc_precision_at_10_max - value: 11.38829056417457 + value: 3.3516129835437254 - type: nauc_precision_at_10_std - value: -8.650914185729293 + value: -9.981248425456624 - type: nauc_precision_at_1_diff1 - value: 12.509203312194646 + value: 10.018749983163797 - type: nauc_precision_at_1_max - value: -5.881727148045224 + value: -9.286741407015537 - type: nauc_precision_at_1_std - value: -7.791332615643759 + value: -6.604729499204554 - type: nauc_precision_at_20_diff1 - value: 4.065515107956777 + value: 12.340895595423683 - type: nauc_precision_at_20_max - value: 23.888067135216097 + value: 22.834947429467178 - type: nauc_precision_at_20_std - value: -1.4622436922054596 + value: 5.3105422687851425 - type: nauc_precision_at_3_diff1 - value: 2.1003082872796663 + value: 4.279842180460012 - type: nauc_precision_at_3_max - value: -2.24675019839533 + value: -3.6828818164493162 - type: nauc_precision_at_3_std - value: -7.604178336955303 + value: -4.735859463411824 - type: nauc_precision_at_5_diff1 - value: -0.246824792648523 + value: 4.654912773566626 - type: nauc_precision_at_5_max - value: 0.0642032358424201 + value: -2.0537304325752452 - type: nauc_precision_at_5_std - value: -6.0892549043276745 + value: -3.419667795061248 - type: nauc_recall_at_1000_diff1 - value: 31.59567241280578 + value: 3.358468179927671 - type: nauc_recall_at_1000_max - value: 42.564876572459895 + value: 27.674103785350603 - type: nauc_recall_at_1000_std - value: 76.7706474009625 + value: 73.59018487761793 - type: nauc_recall_at_100_diff1 - value: 37.95976756985206 + value: 31.862295677802706 - type: nauc_recall_at_100_max - value: 61.03819238774383 + value: 57.75901942534214 - type: nauc_recall_at_100_std - value: 57.75475522584684 + value: 45.17932914356684 - type: nauc_recall_at_10_diff1 - value: 3.679895666980674 + value: 7.591356281137633 - type: nauc_recall_at_10_max - value: 11.388290564174538 + value: 3.351612983543776 - type: nauc_recall_at_10_std - value: -8.650914185729265 + value: -9.981248425456481 - type: nauc_recall_at_1_diff1 - value: 12.509203312194646 + value: 10.018749983163797 - type: nauc_recall_at_1_max - value: -5.881727148045224 + value: -9.286741407015537 - type: nauc_recall_at_1_std - value: -7.791332615643759 + value: -6.604729499204554 - type: nauc_recall_at_20_diff1 - value: 4.065515107957231 + value: 12.340895595423826 - type: nauc_recall_at_20_max - value: 23.888067135216005 + value: 22.834947429467274 - type: nauc_recall_at_20_std - value: -1.462243692205622 + value: 5.310542268785199 - type: nauc_recall_at_3_diff1 - value: 2.100308287279676 + value: 4.279842180460059 - type: nauc_recall_at_3_max - value: -2.2467501983953024 + value: -3.682881816449298 - type: nauc_recall_at_3_std - value: -7.604178336955286 + value: -4.735859463411806 - type: nauc_recall_at_5_diff1 - value: -0.24682479264852286 + value: 4.6549127735666795 - type: nauc_recall_at_5_max - value: 0.06420323584243659 + value: -2.0537304325752013 - type: nauc_recall_at_5_std - value: -6.089254904327643 + value: -3.419667795061247 - type: ndcg_at_1 - value: 24.04 + value: 24.751 - type: ndcg_at_10 - value: 49.913000000000004 + value: 49.668 - type: ndcg_at_100 - value: 54.057 + value: 53.867 - type: ndcg_at_1000 - value: 54.213 + value: 54.102 - type: ndcg_at_20 - value: 52.42400000000001 + value: 52.34799999999999 - type: ndcg_at_3 - value: 38.842999999999996 + value: 38.451 - type: ndcg_at_5 - value: 44.416 + value: 44.069 - type: precision_at_1 - value: 24.04 + value: 24.751 - type: precision_at_10 - value: 8.009 + value: 7.965999999999999 - type: precision_at_100 - value: 0.984 + value: 0.9780000000000001 - type: precision_at_1000 value: 0.1 - type: precision_at_20 - value: 4.495 + value: 4.4990000000000006 - type: precision_at_3 - value: 16.572 + value: 16.216 - type: precision_at_5 - value: 12.645999999999999 + value: 12.475 - type: recall_at_1 - value: 24.04 + value: 24.751 - type: recall_at_10 - value: 80.085 + value: 79.659 - type: recall_at_100 - value: 98.36399999999999 + value: 97.795 - type: recall_at_1000 value: 99.57300000000001 - type: recall_at_20 - value: 89.9 + value: 89.972 - type: recall_at_3 - value: 49.716 + value: 48.649 - type: recall_at_5 - value: 63.229 + value: 62.376 task: type: Retrieval - dataset: @@ -14449,17 +15019,17 @@ model-index: type: PL-MTEB/cbd metrics: - type: accuracy - value: 64.91 + value: 62.85999999999999 - type: ap - value: 20.253009474993238 + value: 18.744713128220596 - type: ap_weighted - value: 20.253009474993238 + value: 18.744713128220596 - type: f1 - value: 54.83698737303514 + value: 53.296341093646696 - type: f1_weighted - value: 69.53194816160229 + value: 68.61665005768842 - type: main_score - value: 64.91 + value: 62.85999999999999 task: type: Classification - dataset: @@ -14470,85 +15040,85 @@ model-index: type: PL-MTEB/cdsce-pairclassification metrics: - type: cosine_accuracy - value: 87.5 + value: 87.3 - type: cosine_accuracy_threshold - value: 97.39001989364624 + value: 95.8031415939331 - type: cosine_ap - value: 71.63899566137869 + value: 69.77225668650979 - type: cosine_f1 - value: 64.39024390243902 + value: 63.04909560723513 - type: cosine_f1_threshold - value: 94.18535828590393 + value: 86.9259238243103 - type: cosine_precision - value: 60.0 + value: 61.92893401015228 - type: cosine_recall - value: 69.47368421052632 + value: 64.21052631578948 - type: dot_accuracy - value: 87.5 + value: 87.3 - type: dot_accuracy_threshold - value: 97.39001989364624 + value: 95.8031415939331 - type: dot_ap - value: 71.63899566137869 + value: 69.77225668650979 - type: dot_f1 - value: 64.39024390243902 + value: 63.04909560723513 - type: dot_f1_threshold - value: 94.18535232543945 + value: 86.9259238243103 - type: dot_precision - value: 60.0 + value: 61.92893401015228 - type: dot_recall - value: 69.47368421052632 + value: 64.21052631578948 - type: euclidean_accuracy - value: 87.5 + value: 87.3 - type: euclidean_accuracy_threshold - value: 22.847232222557068 + value: 28.971904516220093 - type: euclidean_ap - value: 71.63899566137869 + value: 69.77225668650979 - type: euclidean_f1 - value: 64.39024390243902 + value: 63.04909560723513 - type: euclidean_f1_threshold - value: 34.101736545562744 + value: 51.135218143463135 - type: euclidean_precision - value: 60.0 + value: 61.92893401015228 - type: euclidean_recall - value: 69.47368421052632 + value: 64.21052631578948 - type: main_score - value: 71.83631821171632 + value: 70.04616767691698 - type: manhattan_accuracy - value: 87.6 + value: 87.5 - type: manhattan_accuracy_threshold - value: 499.97105598449707 + value: 790.4520988464355 - type: manhattan_ap - value: 71.83631821171632 + value: 70.04616767691698 - type: manhattan_f1 - value: 64.5631067961165 + value: 63.54166666666667 - type: manhattan_f1_threshold - value: 809.0234756469727 + value: 1195.075511932373 - type: manhattan_precision - value: 59.909909909909906 + value: 62.88659793814433 - type: manhattan_recall - value: 70.0 + value: 64.21052631578948 - type: max_ap - value: 71.83631821171632 + value: 70.04616767691698 - type: max_f1 - value: 64.5631067961165 + value: 63.54166666666667 - type: max_precision - value: 60.0 + value: 62.88659793814433 - type: max_recall - value: 70.0 + value: 64.21052631578948 - type: similarity_accuracy - value: 87.5 + value: 87.3 - type: similarity_accuracy_threshold - value: 97.39001989364624 + value: 95.8031415939331 - type: similarity_ap - value: 71.63899566137869 + value: 69.77225668650979 - type: similarity_f1 - value: 64.39024390243902 + value: 63.04909560723513 - type: similarity_f1_threshold - value: 94.18535828590393 + value: 86.9259238243103 - type: similarity_precision - value: 60.0 + value: 61.92893401015228 - type: similarity_recall - value: 69.47368421052632 + value: 64.21052631578948 task: type: PairClassification - dataset: @@ -14559,23 +15129,23 @@ model-index: type: PL-MTEB/cdscr-sts metrics: - type: cosine_pearson - value: 89.9839992597087 + value: 90.1467539156439 - type: cosine_spearman - value: 90.27044716786627 + value: 90.37983178422222 - type: euclidean_pearson - value: 87.74719535276023 + value: 87.54100647769168 - type: euclidean_spearman - value: 90.2703874383013 + value: 90.37983178422222 - type: main_score - value: 90.27044716786627 + value: 90.37983178422222 - type: manhattan_pearson - value: 87.81149530960033 + value: 87.6231001602879 - type: manhattan_spearman - value: 90.37098083828207 + value: 90.52798044659546 - type: pearson - value: 89.9839992597087 + value: 90.1467539156439 - type: spearman - value: 90.27044716786627 + value: 90.37983178422222 task: type: STS - dataset: @@ -14586,287 +15156,287 @@ model-index: type: clarin-knext/dbpedia-pl metrics: - type: main_score - value: 29.225 + value: 24.287 - type: map_at_1 - value: 5.92 + value: 5.225 - type: map_at_10 - value: 13.052 + value: 10.774000000000001 - type: map_at_100 - value: 18.054000000000002 + value: 14.748 - type: map_at_1000 - value: 19.378999999999998 + value: 15.836 - type: map_at_20 - value: 14.921000000000001 + value: 12.27 - type: map_at_3 - value: 9.517000000000001 + value: 7.724 - type: map_at_5 - value: 11.122 + value: 9.246 - type: mrr_at_1 - value: 45.0 + value: 39.25 - type: mrr_at_10 - value: 57.3967261904762 + value: 50.17480158730157 - type: mrr_at_100 - value: 57.83804567388388 + value: 50.8519822068327 - type: mrr_at_1000 - value: 57.86075000832548 + value: 50.879556078064134 - type: mrr_at_20 - value: 57.66969785675282 + value: 50.58405713438607 - type: mrr_at_3 - value: 55.16666666666667 + value: 47.250000000000014 - type: mrr_at_5 - value: 56.64166666666669 + value: 49.175000000000004 - type: nauc_map_at_1000_diff1 - value: 29.411798531506246 + value: 20.045024346779645 - type: nauc_map_at_1000_max - value: 20.900134633305655 + value: 30.337666854953092 - type: nauc_map_at_1000_std - value: 31.404039472246353 + value: 26.557075239939543 - type: nauc_map_at_100_diff1 - value: 30.843903551109808 + value: 19.9252316411722 - type: nauc_map_at_100_max - value: 17.39151067247246 + value: 28.226642852584742 - type: nauc_map_at_100_std - value: 27.44650726590824 + value: 22.914021046648696 - type: nauc_map_at_10_diff1 - value: 37.979613569219495 + value: 26.566241524936572 - type: nauc_map_at_10_max - value: 9.222700346624988 + value: 21.748824204804716 - type: nauc_map_at_10_std - value: 12.007799385555293 + value: 8.638991435098609 - type: nauc_map_at_1_diff1 - value: 53.50284116730185 + value: 36.393726837054814 - type: nauc_map_at_1_max - value: 1.370522275254312 + value: 16.477605805271057 - type: nauc_map_at_1_std - value: -0.30640006292692257 + value: 0.5753087963352366 - type: nauc_map_at_20_diff1 - value: 35.67559578714465 + value: 23.401102079878182 - type: nauc_map_at_20_max - value: 12.765002402346221 + value: 23.065898894709402 - type: nauc_map_at_20_std - value: 17.73265858605054 + value: 13.423353653712915 - type: nauc_map_at_3_diff1 - value: 45.619789003130585 + value: 30.91796624589218 - type: nauc_map_at_3_max - value: 1.045838638341231 + value: 16.45545569680709 - type: nauc_map_at_3_std - value: 2.319308580529236 + value: 0.6366650378026352 - type: nauc_map_at_5_diff1 - value: 42.08058689946505 + value: 28.80351568065496 - type: nauc_map_at_5_max - value: 5.337616164644746 + value: 19.084673921482615 - type: nauc_map_at_5_std - value: 4.73118790791731 + value: 4.139131073579019 - type: nauc_mrr_at_1000_diff1 - value: 34.33930133013396 + value: 20.16962170000775 - type: nauc_mrr_at_1000_max - value: 29.38799773918778 + value: 38.15430502575843 - type: nauc_mrr_at_1000_std - value: 32.26009048699902 + value: 32.440668939436264 - type: nauc_mrr_at_100_diff1 - value: 34.3197444457885 + value: 20.15910246738786 - type: nauc_mrr_at_100_max - value: 29.413059576309497 + value: 38.15774234365609 - type: nauc_mrr_at_100_std - value: 32.26908951100588 + value: 32.44872216192449 - type: nauc_mrr_at_10_diff1 - value: 34.30610810384026 + value: 20.049148781541064 - type: nauc_mrr_at_10_max - value: 29.25358347303212 + value: 37.97309789914626 - type: nauc_mrr_at_10_std - value: 32.42735770220712 + value: 32.418004097599166 - type: nauc_mrr_at_1_diff1 - value: 38.47836050546717 + value: 23.9620307539266 - type: nauc_mrr_at_1_max - value: 25.549990178746796 + value: 33.83610178961887 - type: nauc_mrr_at_1_std - value: 27.017285405617763 + value: 28.58448609419965 - type: nauc_mrr_at_20_diff1 - value: 34.32685063678914 + value: 20.06080688488365 - type: nauc_mrr_at_20_max - value: 29.382152716878547 + value: 38.06868785040665 - type: nauc_mrr_at_20_std - value: 32.36225065070027 + value: 32.22384606323392 - type: nauc_mrr_at_3_diff1 - value: 34.94513788944085 + value: 20.71531876285696 - type: nauc_mrr_at_3_max - value: 28.948106098297938 + value: 37.54485901132759 - type: nauc_mrr_at_3_std - value: 31.752978523564845 + value: 31.77679862739285 - type: nauc_mrr_at_5_diff1 - value: 34.22773791436512 + value: 20.003442037824826 - type: nauc_mrr_at_5_max - value: 28.645995406061914 + value: 38.37916584335752 - type: nauc_mrr_at_5_std - value: 31.947761641656065 + value: 32.091488996264154 - type: nauc_ndcg_at_1000_diff1 - value: 23.59930215160307 + value: 18.932875904116358 - type: nauc_ndcg_at_1000_max - value: 30.004827423326873 + value: 37.69461269411873 - type: nauc_ndcg_at_1000_std - value: 45.14606063029462 + value: 40.49355007241307 - type: nauc_ndcg_at_100_diff1 - value: 27.150265390833766 + value: 18.62868572859794 - type: nauc_ndcg_at_100_max - value: 21.542350038665962 + value: 32.5251773358776 - type: nauc_ndcg_at_100_std - value: 37.04783459199997 + value: 34.17298333080795 - type: nauc_ndcg_at_10_diff1 - value: 30.44928623138369 + value: 21.33571858413017 - type: nauc_ndcg_at_10_max - value: 21.38523283782705 + value: 32.95411878498034 - type: nauc_ndcg_at_10_std - value: 31.948655996496527 + value: 30.26350297086653 - type: nauc_ndcg_at_1_diff1 - value: 38.141954118151105 + value: 25.698485822118034 - type: nauc_ndcg_at_1_max - value: 20.764788523221725 + value: 27.751178850383283 - type: nauc_ndcg_at_1_std - value: 24.457971796268065 + value: 25.499914018590097 - type: nauc_ndcg_at_20_diff1 - value: 31.668458090974728 + value: 20.564620650130962 - type: nauc_ndcg_at_20_max - value: 20.1903988669924 + value: 29.636273615266877 - type: nauc_ndcg_at_20_std - value: 30.646872442412544 + value: 29.0657094246048 - type: nauc_ndcg_at_3_diff1 - value: 30.030850630038053 + value: 21.331262925027644 - type: nauc_ndcg_at_3_max - value: 19.919461574491066 + value: 32.3211075722955 - type: nauc_ndcg_at_3_std - value: 28.065728170179188 + value: 29.30569912466711 - type: nauc_ndcg_at_5_diff1 - value: 30.06324115773368 + value: 20.906573479242933 - type: nauc_ndcg_at_5_max - value: 21.013491210996943 + value: 33.817640032948255 - type: nauc_ndcg_at_5_std - value: 29.390767365137947 + value: 30.210587907489593 - type: nauc_precision_at_1000_diff1 - value: -15.2968288893292 + value: 7.9336700303824905 - type: nauc_precision_at_1000_max - value: 48.371418703337305 + value: 25.382181071880133 - type: nauc_precision_at_1000_std - value: 33.90852748893144 + value: 45.03790857159645 - type: nauc_precision_at_100_diff1 - value: -7.607176962046647 + value: -2.1616719372797286 - type: nauc_precision_at_100_max - value: 35.35122884806948 + value: 38.41562489705835 - type: nauc_precision_at_100_std - value: 46.4742326977524 + value: 51.0132959449221 - type: nauc_precision_at_10_diff1 - value: 0.0234083902358811 + value: 2.3699655796458936 - type: nauc_precision_at_10_max - value: 34.310462135642645 + value: 38.87889003229129 - type: nauc_precision_at_10_std - value: 46.22745495492598 + value: 43.071785955076145 - type: nauc_precision_at_1_diff1 - value: 38.47836050546717 + value: 23.9620307539266 - type: nauc_precision_at_1_max - value: 25.549990178746796 + value: 33.83610178961887 - type: nauc_precision_at_1_std - value: 27.017285405617763 + value: 28.58448609419965 - type: nauc_precision_at_20_diff1 - value: -0.7281234339501458 + value: -0.5466417961649375 - type: nauc_precision_at_20_max - value: 34.879992298927796 + value: 36.55638995946497 - type: nauc_precision_at_20_std - value: 46.6455237720046 + value: 46.90182951874849 - type: nauc_precision_at_3_diff1 - value: 12.557632325001943 + value: 9.180998281598255 - type: nauc_precision_at_3_max - value: 27.472641291674343 + value: 35.97368107639076 - type: nauc_precision_at_3_std - value: 32.76253410590738 + value: 34.362776108183525 - type: nauc_precision_at_5_diff1 - value: 5.72403051661784 + value: 6.188700805809966 - type: nauc_precision_at_5_max - value: 31.623557984213747 + value: 39.69905715436714 - type: nauc_precision_at_5_std - value: 37.60956680129879 + value: 37.630912034924016 - type: nauc_recall_at_1000_diff1 - value: 5.745409852861974 + value: 12.957700393477442 - type: nauc_recall_at_1000_max - value: 27.497512598172698 + value: 30.999439787327205 - type: nauc_recall_at_1000_std - value: 48.07303762126119 + value: 39.191755156518575 - type: nauc_recall_at_100_diff1 - value: 17.211282922855617 + value: 12.761105551850163 - type: nauc_recall_at_100_max - value: 17.98582110327383 + value: 26.695898719215045 - type: nauc_recall_at_100_std - value: 34.86455715009784 + value: 29.150806165495208 - type: nauc_recall_at_10_diff1 - value: 28.755279638184874 + value: 19.097397019523825 - type: nauc_recall_at_10_max - value: 8.106029595934537 + value: 18.259583702998956 - type: nauc_recall_at_10_std - value: 12.493783688335569 + value: 8.897590380469557 - type: nauc_recall_at_1_diff1 - value: 53.50284116730185 + value: 36.393726837054814 - type: nauc_recall_at_1_max - value: 1.370522275254312 + value: 16.477605805271057 - type: nauc_recall_at_1_std - value: -0.30640006292692257 + value: 0.5753087963352366 - type: nauc_recall_at_20_diff1 - value: 27.994527440411993 + value: 14.751462451918885 - type: nauc_recall_at_20_max - value: 12.916323071056604 + value: 17.17387812389538 - type: nauc_recall_at_20_std - value: 17.70928825635808 + value: 11.686450060418395 - type: nauc_recall_at_3_diff1 - value: 39.80550258552395 + value: 28.2693968902148 - type: nauc_recall_at_3_max - value: -0.8593780074939045 + value: 15.503661857890341 - type: nauc_recall_at_3_std - value: 2.086691158003704 + value: -0.6006615114775526 - type: nauc_recall_at_5_diff1 - value: 34.29080510342918 + value: 21.69553199450905 - type: nauc_recall_at_5_max - value: 2.8885937240283113 + value: 16.68339699974409 - type: nauc_recall_at_5_std - value: 2.6609799835271852 + value: 4.201309425242677 - type: ndcg_at_1 - value: 35.875 + value: 29.375 - type: ndcg_at_10 - value: 29.225 + value: 24.287 - type: ndcg_at_100 - value: 33.554 + value: 28.457 - type: ndcg_at_1000 - value: 40.908 + value: 35.412 - type: ndcg_at_20 - value: 28.910000000000004 + value: 24.189 - type: ndcg_at_3 - value: 32.405 + value: 25.813000000000002 - type: ndcg_at_5 - value: 30.408 + value: 25.374999999999996 - type: precision_at_1 - value: 45.0 + value: 39.25 - type: precision_at_10 - value: 23.599999999999998 + value: 19.6 - type: precision_at_100 - value: 7.68 + value: 6.2700000000000005 - type: precision_at_1000 - value: 1.804 + value: 1.452 - type: precision_at_20 - value: 17.5 + value: 14.499999999999998 - type: precision_at_3 - value: 36.167 + value: 29.083 - type: precision_at_5 - value: 30.15 + value: 25.75 - type: recall_at_1 - value: 5.92 + value: 5.225 - type: recall_at_10 - value: 18.658 + value: 16.258 - type: recall_at_100 - value: 40.144999999999996 + value: 35.569 - type: recall_at_1000 - value: 63.914 + value: 57.958 - type: recall_at_20 - value: 23.91 + value: 21.178 - type: recall_at_3 - value: 11.334 + value: 8.866999999999999 - type: recall_at_5 - value: 14.251 + value: 12.404 task: type: Retrieval - dataset: @@ -14877,11 +15447,11 @@ model-index: type: PL-MTEB/8tags-clustering metrics: - type: main_score - value: 37.57372573379629 + value: 37.96267113583295 - type: v_measure - value: 37.57372573379629 + value: 37.96267113583295 - type: v_measure_std - value: 1.576502898019969 + value: 2.6597621214046576 task: type: Clustering - dataset: @@ -14892,287 +15462,287 @@ model-index: type: clarin-knext/fiqa-pl metrics: - type: main_score - value: 25.322 + value: 24.374000000000002 - type: map_at_1 - value: 12.084 + value: 11.362 - type: map_at_10 - value: 19.402 + value: 18.464 - type: map_at_100 - value: 20.766000000000002 + value: 19.791 - type: map_at_1000 - value: 20.958 + value: 19.994 - type: map_at_20 - value: 20.085 + value: 19.156000000000002 - type: map_at_3 - value: 16.794 + value: 15.937000000000001 - type: map_at_5 - value: 18.242 + value: 17.127 - type: mrr_at_1 - value: 23.30246913580247 + value: 22.376543209876544 - type: mrr_at_10 - value: 31.084594846168915 + value: 30.046724965706435 - type: mrr_at_100 - value: 32.081458268143486 + value: 30.99706976191228 - type: mrr_at_1000 - value: 32.15082259510916 + value: 31.076490053822308 - type: mrr_at_20 - value: 31.641799089124518 + value: 30.59052580100912 - type: mrr_at_3 - value: 28.703703703703713 + value: 27.854938271604944 - type: mrr_at_5 - value: 30.12345679012346 + value: 28.912037037037035 - type: nauc_map_at_1000_diff1 - value: 33.497391865616606 + value: 34.07557471766689 - type: nauc_map_at_1000_max - value: 15.431683878656488 + value: 24.91982727448087 - type: nauc_map_at_1000_std - value: 10.827813213986468 + value: 12.494927606505051 - type: nauc_map_at_100_diff1 - value: 33.534068616502886 + value: 34.06635556229055 - type: nauc_map_at_100_max - value: 15.291439989133599 + value: 24.777935848367225 - type: nauc_map_at_100_std - value: 10.715061061847777 + value: 12.362066428153456 - type: nauc_map_at_10_diff1 - value: 33.49437614167937 + value: 34.3306140967635 - type: nauc_map_at_10_max - value: 14.377484560226964 + value: 24.086194195608087 - type: nauc_map_at_10_std - value: 9.487834206589557 + value: 11.127465863787245 - type: nauc_map_at_1_diff1 - value: 39.87810373637443 + value: 38.942215866162314 - type: nauc_map_at_1_max - value: 10.730137705508765 + value: 23.63998402727614 - type: nauc_map_at_1_std - value: 3.2660873686456195 + value: 9.728241161220097 - type: nauc_map_at_20_diff1 - value: 33.37736866727796 + value: 34.04736858130041 - type: nauc_map_at_20_max - value: 14.70143784805556 + value: 24.30446046409803 - type: nauc_map_at_20_std - value: 9.989663285421791 + value: 11.82019676487291 - type: nauc_map_at_3_diff1 - value: 34.368864609204216 + value: 34.99965810997492 - type: nauc_map_at_3_max - value: 12.768667645519768 + value: 22.472906083967082 - type: nauc_map_at_3_std - value: 7.982752811874638 + value: 9.698945379216992 - type: nauc_map_at_5_diff1 - value: 33.58267051366728 + value: 34.42282748114895 - type: nauc_map_at_5_max - value: 13.529005222918848 + value: 23.633268720383512 - type: nauc_map_at_5_std - value: 8.565140707894367 + value: 10.382815603500871 - type: nauc_mrr_at_1000_diff1 - value: 34.518749214862446 + value: 34.704948586037965 - type: nauc_mrr_at_1000_max - value: 20.004412541379317 + value: 28.94016888494416 - type: nauc_mrr_at_1000_std - value: 10.794450592562008 + value: 13.914193825823684 - type: nauc_mrr_at_100_diff1 - value: 34.502828469831684 + value: 34.67910995484378 - type: nauc_mrr_at_100_max - value: 20.016402128122674 + value: 28.90011297894453 - type: nauc_mrr_at_100_std - value: 10.770953740589398 + value: 13.870339909485788 - type: nauc_mrr_at_10_diff1 - value: 34.464123530074744 + value: 34.97862910055978 - type: nauc_mrr_at_10_max - value: 19.812317084561315 + value: 28.891213481314647 - type: nauc_mrr_at_10_std - value: 10.660604975440622 + value: 13.632668727631797 - type: nauc_mrr_at_1_diff1 - value: 39.735267543303344 + value: 36.9016752358079 - type: nauc_mrr_at_1_max - value: 20.218792748481526 + value: 30.89530420046735 - type: nauc_mrr_at_1_std - value: 7.574870456628672 + value: 14.386684064942584 - type: nauc_mrr_at_20_diff1 - value: 34.4112636812203 + value: 34.73839610262596 - type: nauc_mrr_at_20_max - value: 19.736403323847995 + value: 28.705251186157255 - type: nauc_mrr_at_20_std - value: 10.58825811173397 + value: 13.753299339901334 - type: nauc_mrr_at_3_diff1 - value: 34.322321922524765 + value: 34.76877538539127 - type: nauc_mrr_at_3_max - value: 19.48120229919887 + value: 28.77723698514852 - type: nauc_mrr_at_3_std - value: 10.241852033769396 + value: 13.717153469537122 - type: nauc_mrr_at_5_diff1 - value: 34.41273362560696 + value: 34.32426309461695 - type: nauc_mrr_at_5_max - value: 19.80166599189298 + value: 28.620967773156714 - type: nauc_mrr_at_5_std - value: 10.535257678547225 + value: 13.382881213134276 - type: nauc_ndcg_at_1000_diff1 - value: 31.756209625205372 + value: 32.77974173034191 - type: nauc_ndcg_at_1000_max - value: 19.79815198505404 + value: 28.36858648028177 - type: nauc_ndcg_at_1000_std - value: 15.747292429924494 + value: 17.55654423858263 - type: nauc_ndcg_at_100_diff1 - value: 32.24612802150064 + value: 32.632483073737255 - type: nauc_ndcg_at_100_max - value: 18.490724459073633 + value: 26.296829067224515 - type: nauc_ndcg_at_100_std - value: 14.606523975785374 + value: 15.901063315847802 - type: nauc_ndcg_at_10_diff1 - value: 32.17599943968043 + value: 33.951354557048134 - type: nauc_ndcg_at_10_max - value: 15.73203247263979 + value: 24.502438497165578 - type: nauc_ndcg_at_10_std - value: 11.361059016427816 + value: 12.270853057785972 - type: nauc_ndcg_at_1_diff1 - value: 39.735267543303344 + value: 36.9016752358079 - type: nauc_ndcg_at_1_max - value: 20.218792748481526 + value: 30.89530420046735 - type: nauc_ndcg_at_1_std - value: 7.574870456628672 + value: 14.386684064942584 - type: nauc_ndcg_at_20_diff1 - value: 31.750276068192886 + value: 33.28593916274325 - type: nauc_ndcg_at_20_max - value: 15.761403266813346 + value: 24.5380040373484 - type: nauc_ndcg_at_20_std - value: 11.939341736048261 + value: 13.863409012751617 - type: nauc_ndcg_at_3_diff1 - value: 32.60001850916417 + value: 34.03004915907343 - type: nauc_ndcg_at_3_max - value: 16.484580482661286 + value: 25.366810943178187 - type: nauc_ndcg_at_3_std - value: 9.93945065513519 + value: 11.99466470963204 - type: nauc_ndcg_at_5_diff1 - value: 32.44524427279313 + value: 33.75108435164904 - type: nauc_ndcg_at_5_max - value: 15.875506598237141 + value: 24.89793255411985 - type: nauc_ndcg_at_5_std - value: 9.982281820511833 + value: 11.213101565189755 - type: nauc_precision_at_1000_diff1 - value: 5.371199115978502 + value: 8.88694146912782 - type: nauc_precision_at_1000_max - value: 32.2390464051828 + value: 28.194369745942677 - type: nauc_precision_at_1000_std - value: 14.878904307648414 + value: 15.075895083755153 - type: nauc_precision_at_100_diff1 - value: 16.16681952079101 + value: 17.33142606816351 - type: nauc_precision_at_100_max - value: 31.799356005933838 + value: 30.560210907187134 - type: nauc_precision_at_100_std - value: 19.248994737500986 + value: 20.006767151320354 - type: nauc_precision_at_10_diff1 - value: 22.009585966198923 + value: 27.325474826111495 - type: nauc_precision_at_10_max - value: 25.75349877480564 + value: 28.37196490647728 - type: nauc_precision_at_10_std - value: 16.27236030310856 + value: 14.398272703295254 - type: nauc_precision_at_1_diff1 - value: 39.735267543303344 + value: 36.9016752358079 - type: nauc_precision_at_1_max - value: 20.218792748481526 + value: 30.89530420046735 - type: nauc_precision_at_1_std - value: 7.574870456628672 + value: 14.386684064942584 - type: nauc_precision_at_20_diff1 - value: 18.58140182399686 + value: 24.927890600833123 - type: nauc_precision_at_20_max - value: 25.678514022441874 + value: 28.6077759408292 - type: nauc_precision_at_20_std - value: 16.797936080303757 + value: 16.922212691823013 - type: nauc_precision_at_3_diff1 - value: 26.928025721272824 + value: 30.157161086783603 - type: nauc_precision_at_3_max - value: 20.657641661666794 + value: 27.80088080445145 - type: nauc_precision_at_3_std - value: 13.0985390930848 + value: 13.767444960442354 - type: nauc_precision_at_5_diff1 - value: 23.36859898010871 + value: 27.22177598160483 - type: nauc_precision_at_5_max - value: 22.374908445175237 + value: 28.126925412497698 - type: nauc_precision_at_5_std - value: 14.246505892972294 + value: 12.668302840263246 - type: nauc_recall_at_1000_diff1 - value: 11.980972712740272 + value: 13.021138171238658 - type: nauc_recall_at_1000_max - value: 19.76758314007667 + value: 29.086331163283578 - type: nauc_recall_at_1000_std - value: 37.01896226544845 + value: 40.165920815231445 - type: nauc_recall_at_100_diff1 - value: 21.23333081030157 + value: 20.32032544663283 - type: nauc_recall_at_100_max - value: 17.273702477754753 + value: 19.52693905173919 - type: nauc_recall_at_100_std - value: 22.66184024937999 + value: 21.472521389265815 - type: nauc_recall_at_10_diff1 - value: 24.654784002876422 + value: 27.863602171901302 - type: nauc_recall_at_10_max - value: 11.299238954418193 + value: 17.4718078150182 - type: nauc_recall_at_10_std - value: 12.933536657323804 + value: 11.474638155937823 - type: nauc_recall_at_1_diff1 - value: 39.87810373637443 + value: 38.942215866162314 - type: nauc_recall_at_1_max - value: 10.730137705508765 + value: 23.63998402727614 - type: nauc_recall_at_1_std - value: 3.2660873686456195 + value: 9.728241161220097 - type: nauc_recall_at_20_diff1 - value: 22.912968265183142 + value: 24.72857110907966 - type: nauc_recall_at_20_max - value: 10.463163094071744 + value: 16.357016524448234 - type: nauc_recall_at_20_std - value: 13.342666469120315 + value: 15.437317261627213 - type: nauc_recall_at_3_diff1 - value: 26.200195626449702 + value: 29.883191548110638 - type: nauc_recall_at_3_max - value: 10.661728055293116 + value: 16.895714663542783 - type: nauc_recall_at_3_std - value: 10.101882781882052 + value: 8.976963489103756 - type: nauc_recall_at_5_diff1 - value: 25.286289446845807 + value: 28.877062029269666 - type: nauc_recall_at_5_max - value: 11.353540373539142 + value: 18.25013882823951 - type: nauc_recall_at_5_std - value: 10.67026258089847 + value: 9.760614924170874 - type: ndcg_at_1 - value: 23.302 + value: 22.377 - type: ndcg_at_10 - value: 25.322 + value: 24.374000000000002 - type: ndcg_at_100 - value: 31.452 + value: 30.166999999999998 - type: ndcg_at_1000 - value: 35.378 + value: 34.443 - type: ndcg_at_20 - value: 27.392 + value: 26.457000000000004 - type: ndcg_at_3 - value: 22.238 + value: 21.248 - type: ndcg_at_5 - value: 23.436 + value: 21.976000000000003 - type: precision_at_1 - value: 23.302 + value: 22.377 - type: precision_at_10 - value: 7.037 + value: 6.851999999999999 - type: precision_at_100 - value: 1.321 + value: 1.269 - type: precision_at_1000 value: 0.2 - type: precision_at_20 - value: 4.344 + value: 4.252000000000001 - type: precision_at_3 - value: 14.557999999999998 + value: 14.146 - type: precision_at_5 - value: 10.988000000000001 + value: 10.432 - type: recall_at_1 - value: 12.084 + value: 11.362 - type: recall_at_10 - value: 31.011 + value: 30.416999999999998 - type: recall_at_100 - value: 54.782 + value: 52.547 - type: recall_at_1000 - value: 78.828 + value: 79.107 - type: recall_at_20 - value: 37.573 + value: 36.927 - type: recall_at_3 - value: 20.918999999999997 + value: 19.888 - type: recall_at_5 - value: 25.434 + value: 23.294 task: type: Retrieval - dataset: @@ -15183,287 +15753,287 @@ model-index: type: clarin-knext/hotpotqa-pl metrics: - type: main_score - value: 61.76199999999999 + value: 60.289 - type: map_at_1 - value: 36.462 + value: 35.522999999999996 - type: map_at_10 - value: 52.595000000000006 + value: 51.18000000000001 - type: map_at_100 - value: 53.486 + value: 52.051 - type: map_at_1000 - value: 53.561 + value: 52.122 - type: map_at_20 - value: 53.116 + value: 51.673 - type: map_at_3 - value: 49.55 + value: 48.246 - type: map_at_5 - value: 51.468 + value: 50.019999999999996 - type: mrr_at_1 - value: 72.92370020256584 + value: 71.04659014179609 - type: mrr_at_10 - value: 79.14170498269061 + value: 77.46602467230403 - type: mrr_at_100 - value: 79.39082829565201 + value: 77.71701045856283 - type: mrr_at_1000 - value: 79.4039312237504 + value: 77.73109333465572 - type: mrr_at_20 - value: 79.30320990617905 + value: 77.61606030291657 - type: mrr_at_3 - value: 78.06887238352448 + value: 76.2975467026782 - type: mrr_at_5 - value: 78.74746792707597 + value: 77.01530497411626 - type: nauc_map_at_1000_diff1 - value: 26.629197478945656 + value: 27.072398495156897 - type: nauc_map_at_1000_max - value: 20.417296536263652 + value: 29.92494925850584 - type: nauc_map_at_1000_std - value: 7.824861166949661 + value: 6.122920064016644 - type: nauc_map_at_100_diff1 - value: 26.597747680876964 + value: 27.045953237574043 - type: nauc_map_at_100_max - value: 20.394321293004854 + value: 29.91135310131925 - type: nauc_map_at_100_std - value: 7.812277969136019 + value: 6.102830174452808 - type: nauc_map_at_10_diff1 - value: 26.733323682484784 + value: 27.14260536879246 - type: nauc_map_at_10_max - value: 20.271344228458663 + value: 29.786180574275033 - type: nauc_map_at_10_std - value: 7.0935616016511815 + value: 5.48071498058778 - type: nauc_map_at_1_diff1 - value: 73.40480136620272 + value: 71.43831250406643 - type: nauc_map_at_1_max - value: 38.86815860879837 + value: 50.69918783298206 - type: nauc_map_at_1_std - value: 4.8325955891477275 + value: 4.065732274269463 - type: nauc_map_at_20_diff1 - value: 26.568842010897114 + value: 26.985158932169607 - type: nauc_map_at_20_max - value: 20.275169904863905 + value: 29.769499559141337 - type: nauc_map_at_20_std - value: 7.56661656432979 + value: 5.7846108079403225 - type: nauc_map_at_3_diff1 - value: 28.824845889064793 + value: 28.726407496616453 - type: nauc_map_at_3_max - value: 20.76852907202902 + value: 30.257904231332596 - type: nauc_map_at_3_std - value: 5.754512537392399 + value: 4.176791477760867 - type: nauc_map_at_5_diff1 - value: 27.454615905979974 + value: 27.599671019792364 - type: nauc_map_at_5_max - value: 20.352277144385937 + value: 29.837459984143866 - type: nauc_map_at_5_std - value: 6.601409288581079 + value: 4.724857569088119 - type: nauc_mrr_at_1000_diff1 - value: 72.29337975556386 + value: 69.74462431507696 - type: nauc_mrr_at_1000_max - value: 41.162812968303555 + value: 53.47426820826111 - type: nauc_mrr_at_1000_std - value: 7.658983139015768 + value: 7.017278438144492 - type: nauc_mrr_at_100_diff1 - value: 72.28963649528013 + value: 69.7417920598051 - type: nauc_mrr_at_100_max - value: 41.16405855619647 + value: 53.48046534979321 - type: nauc_mrr_at_100_std - value: 7.671105812656405 + value: 7.024164329244427 - type: nauc_mrr_at_10_diff1 - value: 72.20735283859506 + value: 69.67042683609824 - type: nauc_mrr_at_10_max - value: 41.22707207638071 + value: 53.481642001920314 - type: nauc_mrr_at_10_std - value: 7.642216005282447 + value: 6.916088911861879 - type: nauc_mrr_at_1_diff1 - value: 73.40480136620272 + value: 71.43831250406643 - type: nauc_mrr_at_1_max - value: 38.86815860879837 + value: 50.69918783298206 - type: nauc_mrr_at_1_std - value: 4.8325955891477275 + value: 4.065732274269463 - type: nauc_mrr_at_20_diff1 - value: 72.28084176981353 + value: 69.69097669322561 - type: nauc_mrr_at_20_max - value: 41.19699794135133 + value: 53.48254877660139 - type: nauc_mrr_at_20_std - value: 7.673602725654943 + value: 6.954450273756836 - type: nauc_mrr_at_3_diff1 - value: 72.2517312298736 + value: 69.65550049564045 - type: nauc_mrr_at_3_max - value: 41.23050336709122 + value: 53.423078677284806 - type: nauc_mrr_at_3_std - value: 7.055398076214827 + value: 6.824360632333201 - type: nauc_mrr_at_5_diff1 - value: 72.3010580466702 + value: 69.85902124700681 - type: nauc_mrr_at_5_max - value: 41.16023128418148 + value: 53.71608187586825 - type: nauc_mrr_at_5_std - value: 7.224799100313062 + value: 6.90332690250169 - type: nauc_ndcg_at_1000_diff1 - value: 31.836096618552684 + value: 32.371178459639395 - type: nauc_ndcg_at_1000_max - value: 24.19594101782851 + value: 34.193107156520355 - type: nauc_ndcg_at_1000_std - value: 11.27051039772318 + value: 9.981416864706453 - type: nauc_ndcg_at_100_diff1 - value: 31.010910429281985 + value: 31.65178281180327 - type: nauc_ndcg_at_100_max - value: 23.73763527936943 + value: 33.88863515144708 - type: nauc_ndcg_at_100_std - value: 11.202567249866915 + value: 9.675400500125894 - type: nauc_ndcg_at_10_diff1 - value: 31.630736903110733 + value: 32.09701979495255 - type: nauc_ndcg_at_10_max - value: 23.29057670190408 + value: 33.50276312450072 - type: nauc_ndcg_at_10_std - value: 8.622063436605352 + value: 7.191084522028669 - type: nauc_ndcg_at_1_diff1 - value: 73.40480136620272 + value: 71.43831250406643 - type: nauc_ndcg_at_1_max - value: 38.86815860879837 + value: 50.69918783298206 - type: nauc_ndcg_at_1_std - value: 4.8325955891477275 + value: 4.065732274269463 - type: nauc_ndcg_at_20_diff1 - value: 31.022867077795073 + value: 31.562637576493692 - type: nauc_ndcg_at_20_max - value: 23.20240329652894 + value: 33.34017245498174 - type: nauc_ndcg_at_20_std - value: 9.910412291823127 + value: 7.969235939844162 - type: nauc_ndcg_at_3_diff1 - value: 35.496569057786346 + value: 35.18977207313904 - type: nauc_ndcg_at_3_max - value: 24.448277354535833 + value: 34.673975073641905 - type: nauc_ndcg_at_3_std - value: 6.498237519761217 + value: 5.325459274582688 - type: nauc_ndcg_at_5_diff1 - value: 33.251227793460906 + value: 33.38000278537343 - type: nauc_ndcg_at_5_max - value: 23.605853646520984 + value: 33.97918169254012 - type: nauc_ndcg_at_5_std - value: 7.54284385208763 + value: 5.978030273125264 - type: nauc_precision_at_1000_diff1 - value: -0.47079501803456375 + value: 2.024497553431021 - type: nauc_precision_at_1000_max - value: 15.089814566667142 + value: 19.574506433204107 - type: nauc_precision_at_1000_std - value: 27.847788246114057 + value: 28.192550360040663 - type: nauc_precision_at_100_diff1 - value: 3.0595485970514704 + value: 5.188258524609947 - type: nauc_precision_at_100_max - value: 14.360431203666717 + value: 21.306662841801312 - type: nauc_precision_at_100_std - value: 22.31753410548815 + value: 20.7260402080751 - type: nauc_precision_at_10_diff1 - value: 11.454235819834814 + value: 12.855802595061384 - type: nauc_precision_at_10_max - value: 14.979788854311145 + value: 23.683240963949206 - type: nauc_precision_at_10_std - value: 11.290542607411098 + value: 9.888003594834135 - type: nauc_precision_at_1_diff1 - value: 73.40480136620272 + value: 71.43831250406643 - type: nauc_precision_at_1_max - value: 38.86815860879837 + value: 50.69918783298206 - type: nauc_precision_at_1_std - value: 4.8325955891477275 + value: 4.065732274269463 - type: nauc_precision_at_20_diff1 - value: 7.60972218209098 + value: 9.630280191534592 - type: nauc_precision_at_20_max - value: 13.692113405742418 + value: 21.779527509411878 - type: nauc_precision_at_20_std - value: 15.359273788872974 + value: 12.159865759201564 - type: nauc_precision_at_3_diff1 - value: 22.002230799209492 + value: 21.486219885493664 - type: nauc_precision_at_3_max - value: 19.075064977055266 + value: 28.180666352570384 - type: nauc_precision_at_3_std - value: 7.1760372858256956 + value: 5.975796262301398 - type: nauc_precision_at_5_diff1 - value: 16.565606958337607 + value: 16.91219034941122 - type: nauc_precision_at_5_max - value: 16.550935196750206 + value: 25.631420440783632 - type: nauc_precision_at_5_std - value: 8.807234374696868 + value: 7.008210555798029 - type: nauc_recall_at_1000_diff1 - value: -0.47079501803429247 + value: 2.0244975534313734 - type: nauc_recall_at_1000_max - value: 15.089814566667334 + value: 19.574506433204146 - type: nauc_recall_at_1000_std - value: 27.847788246114025 + value: 28.192550360040826 - type: nauc_recall_at_100_diff1 - value: 3.0595485970514558 + value: 5.188258524609966 - type: nauc_recall_at_100_max - value: 14.360431203666705 + value: 21.306662841801195 - type: nauc_recall_at_100_std - value: 22.317534105488054 + value: 20.72604020807505 - type: nauc_recall_at_10_diff1 - value: 11.4542358198349 + value: 12.85580259506137 - type: nauc_recall_at_10_max - value: 14.979788854311154 + value: 23.68324096394915 - type: nauc_recall_at_10_std - value: 11.290542607411085 + value: 9.888003594834109 - type: nauc_recall_at_1_diff1 - value: 73.40480136620272 + value: 71.43831250406643 - type: nauc_recall_at_1_max - value: 38.86815860879837 + value: 50.69918783298206 - type: nauc_recall_at_1_std - value: 4.8325955891477275 + value: 4.065732274269463 - type: nauc_recall_at_20_diff1 - value: 7.609722182091017 + value: 9.630280191534691 - type: nauc_recall_at_20_max - value: 13.692113405742424 + value: 21.779527509411942 - type: nauc_recall_at_20_std - value: 15.35927378887301 + value: 12.159865759201631 - type: nauc_recall_at_3_diff1 - value: 22.002230799209435 + value: 21.486219885493682 - type: nauc_recall_at_3_max - value: 19.07506497705519 + value: 28.18066635257036 - type: nauc_recall_at_3_std - value: 7.176037285825619 + value: 5.975796262301328 - type: nauc_recall_at_5_diff1 - value: 16.56560695833764 + value: 16.912190349411212 - type: nauc_recall_at_5_max - value: 16.55093519675023 + value: 25.631420440783636 - type: nauc_recall_at_5_std - value: 8.807234374696902 + value: 7.00821055579809 - type: ndcg_at_1 - value: 72.924 + value: 71.04700000000001 - type: ndcg_at_10 - value: 61.76199999999999 + value: 60.289 - type: ndcg_at_100 - value: 64.943 + value: 63.499 - type: ndcg_at_1000 - value: 66.42 + value: 64.97500000000001 - type: ndcg_at_20 - value: 63.105 + value: 61.550000000000004 - type: ndcg_at_3 - value: 57.318000000000005 + value: 55.901999999999994 - type: ndcg_at_5 - value: 59.80799999999999 + value: 58.25 - type: precision_at_1 - value: 72.924 + value: 71.04700000000001 - type: precision_at_10 - value: 12.723999999999998 + value: 12.44 - type: precision_at_100 - value: 1.521 + value: 1.498 - type: precision_at_1000 - value: 0.172 + value: 0.169 - type: precision_at_20 - value: 6.795 + value: 6.626 - type: precision_at_3 - value: 35.863 + value: 34.976 - type: precision_at_5 - value: 23.487 + value: 22.839000000000002 - type: recall_at_1 - value: 36.462 + value: 35.522999999999996 - type: recall_at_10 - value: 63.619 + value: 62.20099999999999 - type: recall_at_100 - value: 76.036 + value: 74.91600000000001 - type: recall_at_1000 - value: 85.8 + value: 84.74000000000001 - type: recall_at_20 - value: 67.95400000000001 + value: 66.259 - type: recall_at_3 - value: 53.795 + value: 52.464999999999996 - type: recall_at_5 - value: 58.717 + value: 57.096999999999994 task: type: Retrieval - dataset: @@ -15474,287 +16044,287 @@ model-index: type: clarin-knext/msmarco-pl metrics: - type: main_score - value: 45.132 + value: 35.347 - type: map_at_1 - value: 1.667 + value: 1.469 - type: map_at_10 - value: 8.405999999999999 + value: 6.271 - type: map_at_100 - value: 20.796 + value: 15.82 - type: map_at_1000 - value: 25.679999999999996 + value: 19.756999999999998 - type: map_at_20 - value: 11.882 + value: 9.132 - type: map_at_3 - value: 3.4000000000000004 + value: 3.075 - type: map_at_5 - value: 5.289 + value: 4.191000000000001 - type: mrr_at_1 - value: 62.7906976744186 + value: 51.162790697674424 - type: mrr_at_10 - value: 71.9767441860465 + value: 61.57253599114064 - type: mrr_at_100 - value: 72.19001178866145 + value: 61.70237312252635 - type: mrr_at_1000 - value: 72.21077590826278 + value: 61.721282111697384 - type: mrr_at_20 - value: 71.9767441860465 + value: 61.57253599114064 - type: mrr_at_3 - value: 69.76744186046511 + value: 58.52713178294573 - type: mrr_at_5 - value: 71.9767441860465 + value: 60.62015503875969 - type: nauc_map_at_1000_diff1 - value: 13.121496890926018 + value: -6.26148455784313 - type: nauc_map_at_1000_max - value: 64.4620914971356 + value: 70.23579046863748 - type: nauc_map_at_1000_std - value: 70.89107882842627 + value: 77.42651490963746 - type: nauc_map_at_100_diff1 - value: 6.569373263154751 + value: -1.4053806773143986 - type: nauc_map_at_100_max - value: 54.52329917268778 + value: 66.71686830976711 - type: nauc_map_at_100_std - value: 57.970012281008195 + value: 67.38852619857126 - type: nauc_map_at_10_diff1 - value: 12.479881525075633 + value: 12.864067292274589 - type: nauc_map_at_10_max - value: 16.416934605814358 + value: 41.38716748783301 - type: nauc_map_at_10_std - value: 16.562025084061755 + value: 32.51689180198407 - type: nauc_map_at_1_diff1 - value: -13.480148625088354 + value: -1.536748365124193 - type: nauc_map_at_1_max - value: -12.48386553446901 + value: -6.088587734229212 - type: nauc_map_at_1_std - value: -19.47568765990734 + value: -18.068863144899694 - type: nauc_map_at_20_diff1 - value: 8.75113737642458 + value: 8.54318633682049 - type: nauc_map_at_20_max - value: 28.316394733873455 + value: 51.46280940802795 - type: nauc_map_at_20_std - value: 28.706433416288757 + value: 43.84995568398171 - type: nauc_map_at_3_diff1 - value: 0.4892858373106769 + value: 15.549945155617095 - type: nauc_map_at_3_max - value: 4.82429174133813 + value: 16.423852501631057 - type: nauc_map_at_3_std - value: 2.685691736161667 + value: 1.6301262698881138 - type: nauc_map_at_5_diff1 - value: 7.407280581282287 + value: 17.143995737313784 - type: nauc_map_at_5_max - value: 7.810182361989069 + value: 25.892894000158563 - type: nauc_map_at_5_std - value: 7.1694430987177915 + value: 13.91119386484427 - type: nauc_mrr_at_1000_diff1 - value: -1.3143171207174462 + value: 20.75486837047241 - type: nauc_mrr_at_1000_max - value: 55.56132775818817 + value: 48.77384161141147 - type: nauc_mrr_at_1000_std - value: 44.747614607383106 + value: 39.42169406046163 - type: nauc_mrr_at_100_diff1 - value: -1.224506180649995 + value: 20.75098937410054 - type: nauc_mrr_at_100_max - value: 55.600720798015224 + value: 48.8055136010899 - type: nauc_mrr_at_100_std - value: 44.73970951740156 + value: 39.44826676492212 - type: nauc_mrr_at_10_diff1 - value: -1.404072265069855 + value: 20.55168287172998 - type: nauc_mrr_at_10_max - value: 55.81202913496246 + value: 48.92605606155999 - type: nauc_mrr_at_10_std - value: 45.1755213724528 + value: 39.56397190201471 - type: nauc_mrr_at_1_diff1 - value: -3.3932017924925764 + value: 27.952914840599213 - type: nauc_mrr_at_1_max - value: 45.85906083891651 + value: 43.02872038128348 - type: nauc_mrr_at_1_std - value: 36.94174294169342 + value: 30.72899446812769 - type: nauc_mrr_at_20_diff1 - value: -1.404072265069855 + value: 20.55168287172998 - type: nauc_mrr_at_20_max - value: 55.81202913496246 + value: 48.92605606155999 - type: nauc_mrr_at_20_std - value: 45.1755213724528 + value: 39.56397190201471 - type: nauc_mrr_at_3_diff1 - value: -1.9535315867645546 + value: 18.318386717289272 - type: nauc_mrr_at_3_max - value: 54.66533478368106 + value: 47.44180800437328 - type: nauc_mrr_at_3_std - value: 42.93031026511843 + value: 38.74641539481817 - type: nauc_mrr_at_5_diff1 - value: -1.404072265069855 + value: 21.683568755627515 - type: nauc_mrr_at_5_max - value: 55.81202913496246 + value: 48.05001286700342 - type: nauc_mrr_at_5_std - value: 45.1755213724528 + value: 38.244355740197555 - type: nauc_ndcg_at_1000_diff1 - value: 15.612187648926648 + value: -2.468906090162698 - type: nauc_ndcg_at_1000_max - value: 66.0369696987196 + value: 65.57871617608374 - type: nauc_ndcg_at_1000_std - value: 69.96669745374349 + value: 73.3847445547649 - type: nauc_ndcg_at_100_diff1 - value: 8.757636842486582 + value: -2.586690833939304 - type: nauc_ndcg_at_100_max - value: 60.74693277069104 + value: 64.70786040635376 - type: nauc_ndcg_at_100_std - value: 63.76108092965522 + value: 70.64166116490425 - type: nauc_ndcg_at_10_diff1 - value: 6.45234697262411 + value: 8.118353402716513 - type: nauc_ndcg_at_10_max - value: 47.130858592103536 + value: 49.844180236352955 - type: nauc_ndcg_at_10_std - value: 46.654922458779126 + value: 50.131893853105936 - type: nauc_ndcg_at_1_diff1 - value: -4.400276896768569 + value: 29.009521103694098 - type: nauc_ndcg_at_1_max - value: 24.736725318748277 + value: 27.087717021875612 - type: nauc_ndcg_at_1_std - value: 15.100951232927404 + value: 12.6909059627947 - type: nauc_ndcg_at_20_diff1 - value: -0.44419635404462504 + value: 2.598718647600475 - type: nauc_ndcg_at_20_max - value: 53.81470890104093 + value: 53.91164998936515 - type: nauc_ndcg_at_20_std - value: 54.65514527813791 + value: 56.516639941588664 - type: nauc_ndcg_at_3_diff1 - value: 4.176276992379476 + value: 23.836185343273044 - type: nauc_ndcg_at_3_max - value: 33.4079755228582 + value: 36.263454561458765 - type: nauc_ndcg_at_3_std - value: 26.097236468435497 + value: 28.43323538514256 - type: nauc_ndcg_at_5_diff1 - value: 9.966039505450683 + value: 16.77391181835752 - type: nauc_ndcg_at_5_max - value: 40.118178652342394 + value: 43.296899586211104 - type: nauc_ndcg_at_5_std - value: 34.33405125137147 + value: 39.1824699044313 - type: nauc_precision_at_1000_diff1 - value: 13.757669487153102 + value: -15.186803611287433 - type: nauc_precision_at_1000_max - value: 52.007228955531794 + value: 46.85780719962127 - type: nauc_precision_at_1000_std - value: 62.70603005119199 + value: 70.3960638613034 - type: nauc_precision_at_100_diff1 - value: 7.1595084301066105 + value: -15.422155872405632 - type: nauc_precision_at_100_max - value: 57.56055309573276 + value: 55.72313908696537 - type: nauc_precision_at_100_std - value: 69.09674838687823 + value: 76.82533899336994 - type: nauc_precision_at_10_diff1 - value: 10.548904389246808 + value: -3.067825687414238 - type: nauc_precision_at_10_max - value: 58.361747853932435 + value: 56.91434531209 - type: nauc_precision_at_10_std - value: 62.35890309913381 + value: 66.04691744928004 - type: nauc_precision_at_1_diff1 - value: -3.3932017924925764 + value: 27.952914840599213 - type: nauc_precision_at_1_max - value: 45.85906083891651 + value: 43.02872038128348 - type: nauc_precision_at_1_std - value: 36.94174294169342 + value: 30.72899446812769 - type: nauc_precision_at_20_diff1 - value: 0.5486557649755647 + value: -5.544645405468878 - type: nauc_precision_at_20_max - value: 55.8966200841496 + value: 57.8695034639674 - type: nauc_precision_at_20_std - value: 64.46833667077514 + value: 68.93286041931582 - type: nauc_precision_at_3_diff1 - value: 3.74969726265482 + value: 20.19348967585854 - type: nauc_precision_at_3_max - value: 50.98538299147468 + value: 45.597437337579386 - type: nauc_precision_at_3_std - value: 47.52256580019106 + value: 42.03959265688183 - type: nauc_precision_at_5_diff1 - value: 14.409304075805396 + value: 9.23998523103908 - type: nauc_precision_at_5_max - value: 52.63426384539844 + value: 49.25574086871373 - type: nauc_precision_at_5_std - value: 48.72540538657435 + value: 52.88526969215077 - type: nauc_recall_at_1000_diff1 - value: 14.810856570503505 + value: -8.862740141707581 - type: nauc_recall_at_1000_max - value: 56.70402594077228 + value: 55.712545242253256 - type: nauc_recall_at_1000_std - value: 62.44988045776601 + value: 67.30648023155955 - type: nauc_recall_at_100_diff1 - value: -0.547033022823402 + value: -3.1881977191212036 - type: nauc_recall_at_100_max - value: 37.5943435400723 + value: 51.673275503044906 - type: nauc_recall_at_100_std - value: 42.055737611040904 + value: 54.48134578839626 - type: nauc_recall_at_10_diff1 - value: 5.6072575274918695 + value: 13.364983119491827 - type: nauc_recall_at_10_max - value: 6.244507044627988 + value: 36.25593546742792 - type: nauc_recall_at_10_std - value: 5.1959433044082575 + value: 27.09713611846276 - type: nauc_recall_at_1_diff1 - value: -13.480148625088354 + value: -1.536748365124193 - type: nauc_recall_at_1_max - value: -12.48386553446901 + value: -6.088587734229212 - type: nauc_recall_at_1_std - value: -19.47568765990734 + value: -18.068863144899694 - type: nauc_recall_at_20_diff1 - value: 1.5008424440815344 + value: 7.510007055555984 - type: nauc_recall_at_20_max - value: 16.711622731636748 + value: 38.09054135617318 - type: nauc_recall_at_20_std - value: 16.46978349884905 + value: 30.40674848457391 - type: nauc_recall_at_3_diff1 - value: -2.3329900069251996 + value: 14.714490489795676 - type: nauc_recall_at_3_max - value: 2.511711071593615 + value: 13.456002270727083 - type: nauc_recall_at_3_std - value: -0.5855889251226093 + value: -1.5169948432854514 - type: nauc_recall_at_5_diff1 - value: 4.1075104414046315 + value: 15.54314759180975 - type: nauc_recall_at_5_max - value: 0.34189966462509463 + value: 21.228461904073818 - type: nauc_recall_at_5_std - value: -1.89085195502975 + value: 9.414065747326763 - type: ndcg_at_1 - value: 50.0 + value: 40.31 - type: ndcg_at_10 - value: 45.132 + value: 35.347 - type: ndcg_at_100 - value: 41.504999999999995 + value: 33.467 - type: ndcg_at_1000 - value: 49.738 + value: 40.681 - type: ndcg_at_20 - value: 42.569 + value: 34.001 - type: ndcg_at_3 - value: 45.423 + value: 37.366 - type: ndcg_at_5 - value: 45.611000000000004 + value: 36.394 - type: precision_at_1 - value: 62.791 + value: 51.163000000000004 - type: precision_at_10 - value: 54.419 + value: 44.186 - type: precision_at_100 - value: 25.047000000000004 + value: 20.837 - type: precision_at_1000 - value: 5.002 + value: 4.2299999999999995 - type: precision_at_20 - value: 46.394999999999996 + value: 37.442 - type: precision_at_3 - value: 57.364000000000004 + value: 50.388 - type: precision_at_5 - value: 57.208999999999996 + value: 48.837 - type: recall_at_1 - value: 1.667 + value: 1.469 - type: recall_at_10 - value: 10.933 + value: 7.9479999999999995 - type: recall_at_100 - value: 35.169 + value: 28.733999999999998 - type: recall_at_1000 - value: 59.955999999999996 + value: 50.297000000000004 - type: recall_at_20 - value: 16.399 + value: 12.948 - type: recall_at_3 - value: 3.7379999999999995 + value: 3.4259999999999997 - type: recall_at_5 - value: 6.365 + value: 4.9110000000000005 task: type: Retrieval - dataset: @@ -15765,13 +16335,13 @@ model-index: type: mteb/amazon_massive_intent metrics: - type: accuracy - value: 62.55548083389375 + value: 51.19031607262945 - type: f1 - value: 55.243883281423955 + value: 46.10258936993461 - type: f1_weighted - value: 61.53554902108963 + value: 50.901181253035034 - type: main_score - value: 62.55548083389375 + value: 51.19031607262945 task: type: Classification - dataset: @@ -15782,13 +16352,13 @@ model-index: type: mteb/amazon_massive_scenario metrics: - type: accuracy - value: 71.7518493611298 + value: 60.645595158036315 - type: f1 - value: 69.39084021404145 + value: 59.44482127439026 - type: f1_weighted - value: 71.48397679382578 + value: 60.168807528534984 - type: main_score - value: 71.7518493611298 + value: 60.645595158036315 task: type: Classification - dataset: @@ -15799,287 +16369,287 @@ model-index: type: clarin-knext/nfcorpus-pl metrics: - type: main_score - value: 27.359 + value: 25.395 - type: map_at_1 - value: 4.013 + value: 4.162 - type: map_at_10 - value: 9.243 + value: 8.706 - type: map_at_100 - value: 11.417 + value: 10.825 - type: map_at_1000 - value: 12.465 + value: 11.882 - type: map_at_20 - value: 10.241999999999999 + value: 9.699 - type: map_at_3 - value: 6.6739999999999995 + value: 6.370000000000001 - type: map_at_5 - value: 7.720000000000001 + value: 7.392 - type: mrr_at_1 - value: 36.84210526315789 + value: 36.22291021671827 - type: mrr_at_10 - value: 45.80704211509165 + value: 43.31662489557226 - type: mrr_at_100 - value: 46.43056530919217 + value: 44.034094585948445 - type: mrr_at_1000 - value: 46.481813685972384 + value: 44.08497362710692 - type: mrr_at_20 - value: 46.2328011230761 + value: 43.73522641310121 - type: mrr_at_3 - value: 43.653250773993804 + value: 41.17647058823529 - type: mrr_at_5 - value: 44.75232198142416 + value: 42.19814241486068 - type: nauc_map_at_1000_diff1 - value: 24.84177430292285 + value: 20.409989638127485 - type: nauc_map_at_1000_max - value: 17.115036682746375 + value: 21.313793692439358 - type: nauc_map_at_1000_std - value: 24.075727964418853 + value: 26.453432767218242 - type: nauc_map_at_100_diff1 - value: 25.813465171019708 + value: 21.1324476885251 - type: nauc_map_at_100_max - value: 15.890774948775189 + value: 20.162732858714488 - type: nauc_map_at_100_std - value: 20.733065453457606 + value: 23.299208899543444 - type: nauc_map_at_10_diff1 - value: 29.488943622716107 + value: 25.356667770298184 - type: nauc_map_at_10_max - value: 9.776720754233569 + value: 14.593319794998328 - type: nauc_map_at_10_std - value: 10.581345052422016 + value: 14.307985847242206 - type: nauc_map_at_1_diff1 - value: 48.57974934948135 + value: 49.48663924597492 - type: nauc_map_at_1_max - value: 1.149527115405564 + value: 6.253498999289057 - type: nauc_map_at_1_std - value: -2.0301983395175363 + value: -1.0237763936348632 - type: nauc_map_at_20_diff1 - value: 27.744545091489826 + value: 23.25076257190515 - type: nauc_map_at_20_max - value: 12.800210322701194 + value: 18.067585719861558 - type: nauc_map_at_20_std - value: 15.036851255880851 + value: 18.661482884581616 - type: nauc_map_at_3_diff1 - value: 37.25540055051418 + value: 36.09641802781903 - type: nauc_map_at_3_max - value: 4.906473702901897 + value: 10.438404957893699 - type: nauc_map_at_3_std - value: 1.462933406016024 + value: 6.545314741707626 - type: nauc_map_at_5_diff1 - value: 33.75262117705747 + value: 31.563017185316582 - type: nauc_map_at_5_max - value: 5.349094540200769 + value: 10.624857568430182 - type: nauc_map_at_5_std - value: 4.009473353212513 + value: 8.071135835564556 - type: nauc_mrr_at_1000_diff1 - value: 25.923316236906224 + value: 25.914988046957298 - type: nauc_mrr_at_1000_max - value: 30.218473131172814 + value: 29.500178958357004 - type: nauc_mrr_at_1000_std - value: 34.32841034971355 + value: 30.007836859386217 - type: nauc_mrr_at_100_diff1 - value: 25.89160877435761 + value: 25.909334138328415 - type: nauc_mrr_at_100_max - value: 30.26076316909358 + value: 29.52338779009421 - type: nauc_mrr_at_100_std - value: 34.38168790885202 + value: 30.04513581497261 - type: nauc_mrr_at_10_diff1 - value: 25.94165965662626 + value: 25.8265466125622 - type: nauc_mrr_at_10_max - value: 29.92861838955619 + value: 29.190136722031696 - type: nauc_mrr_at_10_std - value: 34.217857324602384 + value: 29.91591104432339 - type: nauc_mrr_at_1_diff1 - value: 27.77544038178182 + value: 28.59348773396338 - type: nauc_mrr_at_1_max - value: 23.544571519690063 + value: 24.8079752457763 - type: nauc_mrr_at_1_std - value: 29.133288904288985 + value: 23.91126072409742 - type: nauc_mrr_at_20_diff1 - value: 25.817823276199377 + value: 25.802689022704183 - type: nauc_mrr_at_20_max - value: 30.212951519162534 + value: 29.530951070963336 - type: nauc_mrr_at_20_std - value: 34.38656845672502 + value: 30.174133821321725 - type: nauc_mrr_at_3_diff1 - value: 27.253167791083772 + value: 27.20001662389779 - type: nauc_mrr_at_3_max - value: 28.668229911423044 + value: 27.937268010329507 - type: nauc_mrr_at_3_std - value: 32.24039598508148 + value: 28.192212081421474 - type: nauc_mrr_at_5_diff1 - value: 26.50152942042588 + value: 25.808760122402813 - type: nauc_mrr_at_5_max - value: 29.014104429398657 + value: 28.320555828208317 - type: nauc_mrr_at_5_std - value: 33.10408829199384 + value: 28.94783269529472 - type: nauc_ndcg_at_1000_diff1 - value: 21.670441606508682 + value: 18.382064145005554 - type: nauc_ndcg_at_1000_max - value: 35.085480170350294 + value: 37.682973683950046 - type: nauc_ndcg_at_1000_std - value: 40.26959838435534 + value: 41.50740480181961 - type: nauc_ndcg_at_100_diff1 - value: 20.56655267151386 + value: 17.064373462803946 - type: nauc_ndcg_at_100_max - value: 29.059496472106172 + value: 31.68841170112502 - type: nauc_ndcg_at_100_std - value: 36.20604882231693 + value: 36.129889624470515 - type: nauc_ndcg_at_10_diff1 - value: 19.327892822047392 + value: 13.4115588783113 - type: nauc_ndcg_at_10_max - value: 22.970443207173847 + value: 25.02525617768273 - type: nauc_ndcg_at_10_std - value: 33.63485024562264 + value: 34.6721573881345 - type: nauc_ndcg_at_1_diff1 - value: 29.440869586898806 + value: 29.894042590382835 - type: nauc_ndcg_at_1_max - value: 21.1892146993199 + value: 20.74535829394909 - type: nauc_ndcg_at_1_std - value: 27.715145294772626 + value: 22.120360699896317 - type: nauc_ndcg_at_20_diff1 - value: 19.84119342340242 + value: 15.634409370114245 - type: nauc_ndcg_at_20_max - value: 24.648907071153918 + value: 26.50893784943651 - type: nauc_ndcg_at_20_std - value: 34.21144991558109 + value: 35.038198867324475 - type: nauc_ndcg_at_3_diff1 - value: 22.475236266303952 + value: 18.96300171211221 - type: nauc_ndcg_at_3_max - value: 22.5673625414089 + value: 23.33029230184083 - type: nauc_ndcg_at_3_std - value: 30.40344427150939 + value: 29.920377781867707 - type: nauc_ndcg_at_5_diff1 - value: 20.435706146454795 + value: 15.79868149715457 - type: nauc_ndcg_at_5_max - value: 20.807509478884405 + value: 22.579264404978712 - type: nauc_ndcg_at_5_std - value: 30.50756403953348 + value: 30.211799699921738 - type: nauc_precision_at_1000_diff1 - value: -7.734779276193169 + value: -6.199888311259285 - type: nauc_precision_at_1000_max - value: 10.369447288094234 + value: 9.309794448376303 - type: nauc_precision_at_1000_std - value: 38.88122374339474 + value: 31.78959217396635 - type: nauc_precision_at_100_diff1 - value: -5.148267935551239 + value: -6.136903664719646 - type: nauc_precision_at_100_max - value: 22.682811622480507 + value: 22.013385001054626 - type: nauc_precision_at_100_std - value: 52.14414978661011 + value: 48.14689780650813 - type: nauc_precision_at_10_diff1 - value: 4.2440553409575115 + value: -4.853429266457739 - type: nauc_precision_at_10_max - value: 24.922198902459577 + value: 27.509406452527795 - type: nauc_precision_at_10_std - value: 44.24729160099345 + value: 46.374536894242596 - type: nauc_precision_at_1_diff1 - value: 28.683873179972423 + value: 28.59348773396338 - type: nauc_precision_at_1_max - value: 24.333474443231477 + value: 24.8079752457763 - type: nauc_precision_at_1_std - value: 29.657103597064992 + value: 23.91126072409742 - type: nauc_precision_at_20_diff1 - value: 0.981459375147628 + value: -3.1905789371666917 - type: nauc_precision_at_20_max - value: 26.656822900511944 + value: 27.176658491295246 - type: nauc_precision_at_20_std - value: 47.61829905274704 + value: 48.18584487920634 - type: nauc_precision_at_3_diff1 - value: 14.009226282963393 + value: 8.3848103781276 - type: nauc_precision_at_3_max - value: 25.206963221334643 + value: 27.892039299948824 - type: nauc_precision_at_3_std - value: 34.640163356829575 + value: 36.43253708925813 - type: nauc_precision_at_5_diff1 - value: 9.732199396026699 + value: 2.196790718752423 - type: nauc_precision_at_5_max - value: 21.620896160839308 + value: 25.498636373099792 - type: nauc_precision_at_5_std - value: 36.54829562203162 + value: 37.223277286205686 - type: nauc_recall_at_1000_diff1 - value: 13.592706145413594 + value: 9.6168415443447 - type: nauc_recall_at_1000_max - value: 26.905710458923515 + value: 30.81068257150451 - type: nauc_recall_at_1000_std - value: 27.77232599212786 + value: 31.23012946206547 - type: nauc_recall_at_100_diff1 - value: 11.474980161550619 + value: 8.288803190895507 - type: nauc_recall_at_100_max - value: 24.6542606788053 + value: 28.5985358200399 - type: nauc_recall_at_100_std - value: 26.088933416325894 + value: 29.264243501743554 - type: nauc_recall_at_10_diff1 - value: 20.86627786542471 + value: 15.538928611457752 - type: nauc_recall_at_10_max - value: 12.310575849201342 + value: 16.507431812158853 - type: nauc_recall_at_10_std - value: 8.93720284107538 + value: 14.357359644755332 - type: nauc_recall_at_1_diff1 - value: 48.57974934948135 + value: 49.48663924597492 - type: nauc_recall_at_1_max - value: 1.149527115405564 + value: 6.253498999289057 - type: nauc_recall_at_1_std - value: -2.0301983395175363 + value: -1.0237763936348632 - type: nauc_recall_at_20_diff1 - value: 17.03977114136929 + value: 12.33220171683594 - type: nauc_recall_at_20_max - value: 15.132361504438405 + value: 21.401205102336334 - type: nauc_recall_at_20_std - value: 14.39504435329145 + value: 19.894796654272344 - type: nauc_recall_at_3_diff1 - value: 33.90735954186142 + value: 32.92453106017296 - type: nauc_recall_at_3_max - value: 7.589690453066397 + value: 12.154084693905993 - type: nauc_recall_at_3_std - value: 0.8609172933612455 + value: 7.874826452646235 - type: nauc_recall_at_5_diff1 - value: 27.37452904528661 + value: 24.83900378186163 - type: nauc_recall_at_5_max - value: 6.950034812753282 + value: 10.618063467740885 - type: nauc_recall_at_5_std - value: 2.9248007586594396 + value: 7.700886647757196 - type: ndcg_at_1 - value: 35.294 + value: 34.83 - type: ndcg_at_10 - value: 27.359 + value: 25.395 - type: ndcg_at_100 - value: 24.285999999999998 + value: 23.294 - type: ndcg_at_1000 - value: 32.438 + value: 31.655 - type: ndcg_at_20 - value: 25.418000000000003 + value: 23.961 - type: ndcg_at_3 - value: 31.328 + value: 29.720000000000002 - type: ndcg_at_5 - value: 29.269000000000002 + value: 27.687 - type: precision_at_1 - value: 36.533 + value: 36.223 - type: precision_at_10 - value: 20.681 + value: 18.884999999999998 - type: precision_at_100 - value: 6.087 + value: 5.944 - type: precision_at_1000 - value: 1.7469999999999999 + value: 1.757 - type: precision_at_20 - value: 15.325 + value: 14.427000000000001 - type: precision_at_3 - value: 29.309 + value: 27.761000000000003 - type: precision_at_5 - value: 25.201 + value: 23.839 - type: recall_at_1 - value: 4.013 + value: 4.162 - type: recall_at_10 - value: 13.153 + value: 12.139999999999999 - type: recall_at_100 - value: 24.549000000000003 + value: 24.006 - type: recall_at_1000 - value: 53.908 + value: 53.617000000000004 - type: recall_at_20 - value: 16.453 + value: 15.412 - type: recall_at_3 - value: 7.832999999999999 + value: 7.097 - type: recall_at_5 - value: 9.693999999999999 + value: 8.933 task: type: Retrieval - dataset: @@ -16090,287 +16660,287 @@ model-index: type: clarin-knext/nq-pl metrics: - type: main_score - value: 30.842000000000002 + value: 22.603 - type: map_at_1 - value: 15.584999999999999 + value: 9.948 - type: map_at_10 - value: 25.141999999999996 + value: 17.845 - type: map_at_100 - value: 26.387 + value: 18.959 - type: map_at_1000 - value: 26.458 + value: 19.048000000000002 - type: map_at_20 - value: 25.897 + value: 18.455 - type: map_at_3 - value: 21.792 + value: 15.132000000000001 - type: map_at_5 - value: 23.605 + value: 16.601 - type: mrr_at_1 - value: 17.526071842410197 + value: 11.674391657010428 - type: mrr_at_10 - value: 27.034281943754777 + value: 19.470320862991787 - type: mrr_at_100 - value: 28.093499231975112 + value: 20.446877601173824 - type: mrr_at_1000 - value: 28.151579697181628 + value: 20.522814299465214 - type: mrr_at_20 - value: 27.685578601768064 + value: 20.008110000836435 - type: mrr_at_3 - value: 23.966782541521876 + value: 16.840478949401305 - type: mrr_at_5 - value: 25.63538045577454 + value: 18.30484743144072 - type: nauc_map_at_1000_diff1 - value: 25.629659206470034 + value: 18.26172777698686 - type: nauc_map_at_1000_max - value: 19.50903133109958 + value: 31.552551452692246 - type: nauc_map_at_1000_std - value: 11.369355803540456 + value: 22.212928434695396 - type: nauc_map_at_100_diff1 - value: 25.63185640379452 + value: 18.24688938509314 - type: nauc_map_at_100_max - value: 19.49043016244933 + value: 31.53817410525147 - type: nauc_map_at_100_std - value: 11.349471698782217 + value: 22.17330126384622 - type: nauc_map_at_10_diff1 - value: 25.801905100212085 + value: 18.447992786558256 - type: nauc_map_at_10_max - value: 18.71914313595772 + value: 30.60350408504903 - type: nauc_map_at_10_std - value: 10.101933080218412 + value: 20.755467147228096 - type: nauc_map_at_1_diff1 - value: 27.69756013829008 + value: 22.418576585549367 - type: nauc_map_at_1_max - value: 13.265356278967614 + value: 25.037598941208795 - type: nauc_map_at_1_std - value: 4.845453511488002 + value: 14.90958753798771 - type: nauc_map_at_20_diff1 - value: 25.57617091165384 + value: 18.340722439154305 - type: nauc_map_at_20_max - value: 19.22087134146287 + value: 31.196838529305232 - type: nauc_map_at_20_std - value: 10.863338999338074 + value: 21.552426519419058 - type: nauc_map_at_3_diff1 - value: 26.04936647826419 + value: 17.940689608351526 - type: nauc_map_at_3_max - value: 17.00014461889098 + value: 28.32670652769566 - type: nauc_map_at_3_std - value: 8.345803797704802 + value: 18.933678775214837 - type: nauc_map_at_5_diff1 - value: 25.926914766086163 + value: 18.391656882948464 - type: nauc_map_at_5_max - value: 17.909768342318312 + value: 29.442343951102085 - type: nauc_map_at_5_std - value: 8.99533665314055 + value: 19.52289104922354 - type: nauc_mrr_at_1000_diff1 - value: 24.821439280682775 + value: 17.527174397586858 - type: nauc_mrr_at_1000_max - value: 20.48215524313607 + value: 31.602488727319578 - type: nauc_mrr_at_1000_std - value: 13.302755245100787 + value: 22.93577716482068 - type: nauc_mrr_at_100_diff1 - value: 24.822888515699727 + value: 17.522315985248973 - type: nauc_mrr_at_100_max - value: 20.476125364875305 + value: 31.59648863674416 - type: nauc_mrr_at_100_std - value: 13.303370196580808 + value: 22.91993463994322 - type: nauc_mrr_at_10_diff1 - value: 24.827095834283377 + value: 17.576986591026188 - type: nauc_mrr_at_10_max - value: 19.906455259365014 + value: 31.004768241816667 - type: nauc_mrr_at_10_std - value: 12.461215626420783 + value: 21.965789582568895 - type: nauc_mrr_at_1_diff1 - value: 27.354076617153282 + value: 21.13678758908292 - type: nauc_mrr_at_1_max - value: 15.421589080989397 + value: 26.011414032723156 - type: nauc_mrr_at_1_std - value: 7.854191402321044 + value: 16.254994138259015 - type: nauc_mrr_at_20_diff1 - value: 24.707829956282353 + value: 17.53035779699737 - type: nauc_mrr_at_20_max - value: 20.343614549048684 + value: 31.388046420817066 - type: nauc_mrr_at_20_std - value: 12.991368337778994 + value: 22.542621346666966 - type: nauc_mrr_at_3_diff1 - value: 25.001495195422212 + value: 17.10815729544247 - type: nauc_mrr_at_3_max - value: 18.670877184315987 + value: 29.09795467526024 - type: nauc_mrr_at_3_std - value: 11.073823459359353 + value: 20.212196884709975 - type: nauc_mrr_at_5_diff1 - value: 25.09633485104506 + value: 17.508485448153106 - type: nauc_mrr_at_5_max - value: 19.289598809877393 + value: 30.051730901603225 - type: nauc_mrr_at_5_std - value: 11.447861090124427 + value: 20.812623893192008 - type: nauc_ndcg_at_1000_diff1 - value: 24.454331896090252 + value: 17.42831835054262 - type: nauc_ndcg_at_1000_max - value: 24.54817880813177 + value: 36.852823471922896 - type: nauc_ndcg_at_1000_std - value: 18.291577235898664 + value: 29.5092221137645 - type: nauc_ndcg_at_100_diff1 - value: 24.4900499476292 + value: 17.18145786352413 - type: nauc_ndcg_at_100_max - value: 24.3113863055596 + value: 36.68127658612261 - type: nauc_ndcg_at_100_std - value: 18.283249505464127 + value: 29.070246776560733 - type: nauc_ndcg_at_10_diff1 - value: 24.75304628631047 + value: 17.650254435216336 - type: nauc_ndcg_at_10_max - value: 21.346414904765112 + value: 32.9711852272957 - type: nauc_ndcg_at_10_std - value: 13.144087870627114 + value: 23.33796255600112 - type: nauc_ndcg_at_1_diff1 - value: 27.354076617153282 + value: 21.13678758908292 - type: nauc_ndcg_at_1_max - value: 15.421589080989397 + value: 26.011414032723156 - type: nauc_ndcg_at_1_std - value: 7.854191402321044 + value: 16.254994138259015 - type: nauc_ndcg_at_20_diff1 - value: 24.054443970465634 + value: 17.41646581029652 - type: nauc_ndcg_at_20_max - value: 23.02090178343728 + value: 34.56260516594143 - type: nauc_ndcg_at_20_std - value: 15.466706732549639 + value: 25.560816497093715 - type: nauc_ndcg_at_3_diff1 - value: 25.21593203645425 + value: 16.72984648539772 - type: nauc_ndcg_at_3_max - value: 18.366389791319857 + value: 29.165578029472623 - type: nauc_ndcg_at_3_std - value: 9.886764558221312 + value: 20.016518044505823 - type: nauc_ndcg_at_5_diff1 - value: 25.18968308632415 + value: 17.531443204854625 - type: nauc_ndcg_at_5_max - value: 19.714457143715883 + value: 30.813625874766686 - type: nauc_ndcg_at_5_std - value: 10.810267333820615 + value: 20.89999189522855 - type: nauc_precision_at_1000_diff1 - value: 5.311743560049695 + value: 8.023671491885642 - type: nauc_precision_at_1000_max - value: 31.8449636551786 + value: 38.57244285086915 - type: nauc_precision_at_1000_std - value: 38.560980646256645 + value: 42.75950436813853 - type: nauc_precision_at_100_diff1 - value: 11.642708984639716 + value: 10.533355130718231 - type: nauc_precision_at_100_max - value: 33.08348545702312 + value: 43.7116482300273 - type: nauc_precision_at_100_std - value: 38.84569611188958 + value: 44.060964750358266 - type: nauc_precision_at_10_diff1 - value: 19.39529546701617 + value: 14.972903054044348 - type: nauc_precision_at_10_max - value: 27.35329522618733 + value: 38.05240735938072 - type: nauc_precision_at_10_std - value: 21.657982938733863 + value: 29.648310668280097 - type: nauc_precision_at_1_diff1 - value: 27.354076617153282 + value: 21.13678758908292 - type: nauc_precision_at_1_max - value: 15.421589080989397 + value: 26.011414032723156 - type: nauc_precision_at_1_std - value: 7.854191402321044 + value: 16.254994138259015 - type: nauc_precision_at_20_diff1 - value: 15.315200424520157 + value: 13.554472011508237 - type: nauc_precision_at_20_max - value: 30.813032263448335 + value: 41.02208151220986 - type: nauc_precision_at_20_std - value: 28.51929835139947 + value: 34.85824745823735 - type: nauc_precision_at_3_diff1 - value: 23.171414749401624 + value: 14.116040804511186 - type: nauc_precision_at_3_max - value: 22.230781193639906 + value: 31.682445198182435 - type: nauc_precision_at_3_std - value: 14.39995607518812 + value: 23.62076223063366 - type: nauc_precision_at_5_diff1 - value: 22.12050049652593 + value: 15.243710801321306 - type: nauc_precision_at_5_max - value: 24.47739013891615 + value: 34.19548751195127 - type: nauc_precision_at_5_std - value: 15.911936861665232 + value: 24.721994359051823 - type: nauc_recall_at_1000_diff1 - value: 18.49721947186244 + value: 16.364726224776085 - type: nauc_recall_at_1000_max - value: 59.77562391547361 + value: 61.50384743818951 - type: nauc_recall_at_1000_std - value: 67.25992226904116 + value: 64.05244001475157 - type: nauc_recall_at_100_diff1 - value: 21.08120571727416 + value: 14.842800608772844 - type: nauc_recall_at_100_max - value: 41.81711687017934 + value: 51.09642253042941 - type: nauc_recall_at_100_std - value: 45.46881224307712 + value: 48.974514602283755 - type: nauc_recall_at_10_diff1 - value: 22.267969061265276 + value: 16.295810264449052 - type: nauc_recall_at_10_max - value: 26.20350836241132 + value: 36.62230075893423 - type: nauc_recall_at_10_std - value: 18.312586912516927 + value: 27.091531221220855 - type: nauc_recall_at_1_diff1 - value: 27.69756013829008 + value: 22.418576585549367 - type: nauc_recall_at_1_max - value: 13.265356278967614 + value: 25.037598941208795 - type: nauc_recall_at_1_std - value: 4.845453511488002 + value: 14.90958753798771 - type: nauc_recall_at_20_diff1 - value: 19.7184358966775 + value: 15.663708298579454 - type: nauc_recall_at_20_max - value: 32.18279692099271 + value: 40.669425710354055 - type: nauc_recall_at_20_std - value: 26.185137240814377 + value: 32.92105064475319 - type: nauc_recall_at_3_diff1 - value: 23.501740451271914 + value: 14.248164870616547 - type: nauc_recall_at_3_max - value: 19.91360673787573 + value: 29.788818279139523 - type: nauc_recall_at_3_std - value: 11.210024942573977 + value: 20.94235306703937 - type: nauc_recall_at_5_diff1 - value: 23.437183434421655 + value: 16.12430269320114 - type: nauc_recall_at_5_max - value: 22.272023416475623 + value: 32.56849460357168 - type: nauc_recall_at_5_std - value: 12.814496156956142 + value: 22.28933193164056 - type: ndcg_at_1 - value: 17.526 + value: 11.674 - type: ndcg_at_10 - value: 30.842000000000002 + value: 22.603 - type: ndcg_at_100 - value: 36.629 + value: 28.094 - type: ndcg_at_1000 - value: 38.495000000000005 + value: 30.489 - type: ndcg_at_20 - value: 33.382 + value: 24.697 - type: ndcg_at_3 - value: 24.252000000000002 + value: 17.104 - type: ndcg_at_5 - value: 27.339000000000002 + value: 19.708000000000002 - type: precision_at_1 - value: 17.526 + value: 11.674 - type: precision_at_10 - value: 5.548 + value: 4.287 - type: precision_at_100 - value: 0.88 + value: 0.743 - type: precision_at_1000 - value: 0.106 + value: 0.097 - type: precision_at_20 - value: 3.3649999999999998 + value: 2.64 - type: precision_at_3 - value: 11.25 + value: 8.324 - type: precision_at_5 - value: 8.517 + value: 6.483 - type: recall_at_1 - value: 15.584999999999999 + value: 9.948 - type: recall_at_10 - value: 46.521 + value: 35.772 - type: recall_at_100 - value: 72.571 + value: 60.989000000000004 - type: recall_at_1000 - value: 86.86500000000001 + value: 79.321 - type: recall_at_20 - value: 56.004 + value: 43.608000000000004 - type: recall_at_3 - value: 29.195999999999998 + value: 21.125 - type: recall_at_5 - value: 36.324 + value: 27.211000000000002 task: type: Retrieval - dataset: @@ -16381,17 +16951,17 @@ model-index: type: laugustyniak/abusive-clauses-pl metrics: - type: accuracy - value: 64.80162177816392 + value: 65.58934260063714 - type: ap - value: 74.10348604798286 + value: 74.96037603906956 - type: ap_weighted - value: 74.10348604798286 + value: 74.96037603906956 - type: f1 - value: 61.280331645723685 + value: 62.46883531701779 - type: f1_weighted - value: 65.03859489177282 + value: 65.87422072252049 - type: main_score - value: 64.80162177816392 + value: 65.58934260063714 task: type: Classification - dataset: @@ -16402,85 +16972,85 @@ model-index: type: PL-MTEB/psc-pairclassification metrics: - type: cosine_accuracy - value: 97.77365491651206 + value: 97.49536178107606 - type: cosine_accuracy_threshold - value: 81.08445405960083 + value: 64.87605571746826 - type: cosine_ap - value: 99.43195082030653 + value: 99.41573082613479 - type: cosine_f1 - value: 96.40718562874251 + value: 95.98811292719166 - type: cosine_f1_threshold - value: 81.08445405960083 + value: 62.816452980041504 - type: cosine_precision - value: 94.70588235294117 + value: 93.6231884057971 - type: cosine_recall - value: 98.17073170731707 + value: 98.47560975609755 - type: dot_accuracy - value: 97.77365491651206 + value: 97.49536178107606 - type: dot_accuracy_threshold - value: 81.08445405960083 + value: 64.87605571746826 - type: dot_ap - value: 99.43195082030653 + value: 99.41573082613479 - type: dot_f1 - value: 96.40718562874251 + value: 95.98811292719166 - type: dot_f1_threshold - value: 81.08445405960083 + value: 62.81645894050598 - type: dot_precision - value: 94.70588235294117 + value: 93.6231884057971 - type: dot_recall - value: 98.17073170731707 + value: 98.47560975609755 - type: euclidean_accuracy - value: 97.77365491651206 + value: 97.49536178107606 - type: euclidean_accuracy_threshold - value: 61.50695085525513 + value: 83.81399512290955 - type: euclidean_ap - value: 99.43195082030653 + value: 99.41573082613479 - type: euclidean_f1 - value: 96.40718562874251 + value: 95.98811292719166 - type: euclidean_f1_threshold - value: 61.50695085525513 + value: 86.23623847961426 - type: euclidean_precision - value: 94.70588235294117 + value: 93.6231884057971 - type: euclidean_recall - value: 98.17073170731707 + value: 98.47560975609755 - type: main_score - value: 99.46339853695966 + value: 99.4366325576277 - type: manhattan_accuracy - value: 98.05194805194806 + value: 97.49536178107606 - type: manhattan_accuracy_threshold - value: 1428.3578872680664 + value: 1991.1922454833984 - type: manhattan_ap - value: 99.46339853695966 + value: 99.4366325576277 - type: manhattan_f1 - value: 96.83257918552036 + value: 95.95202398800599 - type: manhattan_f1_threshold - value: 1428.3578872680664 + value: 2005.5305480957031 - type: manhattan_precision - value: 95.82089552238806 + value: 94.3952802359882 - type: manhattan_recall - value: 97.86585365853658 + value: 97.5609756097561 - type: max_ap - value: 99.46339853695966 + value: 99.4366325576277 - type: max_f1 - value: 96.83257918552036 + value: 95.98811292719166 - type: max_precision - value: 95.82089552238806 + value: 94.3952802359882 - type: max_recall - value: 98.17073170731707 + value: 98.47560975609755 - type: similarity_accuracy - value: 97.77365491651206 + value: 97.49536178107606 - type: similarity_accuracy_threshold - value: 81.08445405960083 + value: 64.87605571746826 - type: similarity_ap - value: 99.43195082030653 + value: 99.41573082613479 - type: similarity_f1 - value: 96.40718562874251 + value: 95.98811292719166 - type: similarity_f1_threshold - value: 81.08445405960083 + value: 62.816452980041504 - type: similarity_precision - value: 94.70588235294117 + value: 93.6231884057971 - type: similarity_recall - value: 98.17073170731707 + value: 98.47560975609755 task: type: PairClassification - dataset: @@ -16491,13 +17061,13 @@ model-index: type: PL-MTEB/polemo2_in metrics: - type: accuracy - value: 80.54016620498614 + value: 73.49030470914128 - type: f1 - value: 74.07868803329357 + value: 64.44026912860524 - type: f1_weighted - value: 78.52375884318697 + value: 70.76142496919624 - type: main_score - value: 80.54016620498614 + value: 73.49030470914128 task: type: Classification - dataset: @@ -16508,13 +17078,13 @@ model-index: type: PL-MTEB/polemo2_out metrics: - type: accuracy - value: 61.37651821862349 + value: 56.1336032388664 - type: f1 - value: 46.60510896853889 + value: 40.10783686862694 - type: f1_weighted - value: 61.3956699958363 + value: 52.57241968032103 - type: main_score - value: 61.37651821862349 + value: 56.1336032388664 task: type: Classification - dataset: @@ -16525,85 +17095,85 @@ model-index: type: PL-MTEB/ppc-pairclassification metrics: - type: cosine_accuracy - value: 76.0 + value: 75.7 - type: cosine_accuracy_threshold - value: 93.07277202606201 + value: 82.45353102684021 - type: cosine_ap - value: 87.43755817552731 + value: 87.18435695095992 - type: cosine_f1 - value: 80.46989720998532 + value: 80.79877112135176 - type: cosine_f1_threshold - value: 90.98483324050903 + value: 80.05339503288269 - type: cosine_precision - value: 72.29551451187335 + value: 75.35816618911176 - type: cosine_recall - value: 90.72847682119205 + value: 87.08609271523179 - type: dot_accuracy - value: 76.0 + value: 75.7 - type: dot_accuracy_threshold - value: 93.07277798652649 + value: 82.45352506637573 - type: dot_ap - value: 87.43751021710085 + value: 87.18435695095992 - type: dot_f1 - value: 80.46989720998532 + value: 80.79877112135176 - type: dot_f1_threshold - value: 90.98482728004456 + value: 80.05340099334717 - type: dot_precision - value: 72.29551451187335 + value: 75.35816618911176 - type: dot_recall - value: 90.72847682119205 + value: 87.08609271523179 - type: euclidean_accuracy - value: 76.0 + value: 75.7 - type: euclidean_accuracy_threshold - value: 37.221553921699524 + value: 59.23929214477539 - type: euclidean_ap - value: 87.43751021710085 + value: 87.18435695095992 - type: euclidean_f1 - value: 80.46989720998532 + value: 80.79877112135176 - type: euclidean_f1_threshold - value: 42.46214032173157 + value: 63.16102743148804 - type: euclidean_precision - value: 72.29551451187335 + value: 75.35816618911176 - type: euclidean_recall - value: 90.72847682119205 + value: 87.08609271523179 - type: main_score - value: 87.43755817552731 + value: 87.18435695095992 - type: manhattan_accuracy value: 75.2 - type: manhattan_accuracy_threshold - value: 858.4394454956055 + value: 1350.9596824645996 - type: manhattan_ap - value: 87.28751334847506 + value: 86.98837530998256 - type: manhattan_f1 - value: 80.47162859248341 + value: 80.67226890756302 - type: manhattan_f1_threshold - value: 981.0188293457031 + value: 1481.105613708496 - type: manhattan_precision - value: 72.50996015936255 + value: 74.8936170212766 - type: manhattan_recall - value: 90.39735099337747 + value: 87.41721854304636 - type: max_ap - value: 87.43755817552731 + value: 87.18435695095992 - type: max_f1 - value: 80.47162859248341 + value: 80.79877112135176 - type: max_precision - value: 72.50996015936255 + value: 75.35816618911176 - type: max_recall - value: 90.72847682119205 + value: 87.41721854304636 - type: similarity_accuracy - value: 76.0 + value: 75.7 - type: similarity_accuracy_threshold - value: 93.07277202606201 + value: 82.45353102684021 - type: similarity_ap - value: 87.43755817552731 + value: 87.18435695095992 - type: similarity_f1 - value: 80.46989720998532 + value: 80.79877112135176 - type: similarity_f1_threshold - value: 90.98483324050903 + value: 80.05339503288269 - type: similarity_precision - value: 72.29551451187335 + value: 75.35816618911176 - type: similarity_recall - value: 90.72847682119205 + value: 87.08609271523179 task: type: PairClassification - dataset: @@ -16614,287 +17184,287 @@ model-index: type: clarin-knext/quora-pl metrics: - type: main_score - value: 75.235 + value: 76.998 - type: map_at_1 - value: 57.720000000000006 + value: 59.391000000000005 - type: map_at_10 - value: 70.322 + value: 72.16900000000001 - type: map_at_100 - value: 71.208 + value: 73.032 - type: map_at_1000 - value: 71.247 + value: 73.06899999999999 - type: map_at_20 - value: 70.889 + value: 72.714 - type: map_at_3 - value: 67.278 + value: 69.15299999999999 - type: map_at_5 - value: 69.07900000000001 + value: 70.987 - type: mrr_at_1 - value: 66.44 + value: 68.42 - type: mrr_at_10 - value: 74.32428571428532 + value: 76.16671428571387 - type: mrr_at_100 - value: 74.67001717307676 + value: 76.47829123882859 - type: mrr_at_1000 - value: 74.68049849872023 + value: 76.48677359771172 - type: mrr_at_20 - value: 74.55920910032467 + value: 76.37813270222156 - type: mrr_at_3 - value: 72.6349999999996 + value: 74.58166666666627 - type: mrr_at_5 - value: 73.67099999999938 + value: 75.55716666666603 - type: nauc_map_at_1000_diff1 - value: 69.03523613954961 + value: 69.61188513700026 - type: nauc_map_at_1000_max - value: 30.29022964222993 + value: 35.048941479907754 - type: nauc_map_at_1000_std - value: -13.13676129820498 + value: -20.0870344911168 - type: nauc_map_at_100_diff1 - value: 69.03918889242972 + value: 69.61947691592164 - type: nauc_map_at_100_max - value: 30.28851815152789 + value: 35.033733604763725 - type: nauc_map_at_100_std - value: -13.173343854637487 + value: -20.139480957962718 - type: nauc_map_at_10_diff1 - value: 69.11834037559699 + value: 69.66441777665835 - type: nauc_map_at_10_max - value: 29.609089948792388 + value: 34.37685681869468 - type: nauc_map_at_10_std - value: -14.511647137697395 + value: -21.444655375177106 - type: nauc_map_at_1_diff1 - value: 72.50653845898617 + value: 73.03533775469124 - type: nauc_map_at_1_max - value: 22.521228683262873 + value: 28.361321068177816 - type: nauc_map_at_1_std - value: -17.72541519468729 + value: -23.44707326868221 - type: nauc_map_at_20_diff1 - value: 69.0572096712263 + value: 69.62828183867681 - type: nauc_map_at_20_max - value: 30.09049337817234 + value: 34.81438496306748 - type: nauc_map_at_20_std - value: -13.69213787699562 + value: -20.70392332573099 - type: nauc_map_at_3_diff1 - value: 69.4118549460786 + value: 69.68889489109979 - type: nauc_map_at_3_max - value: 27.31606724944123 + value: 32.46102571539603 - type: nauc_map_at_3_std - value: -16.430296769671298 + value: -23.38999293723788 - type: nauc_map_at_5_diff1 - value: 69.18608931793607 + value: 69.78892096736786 - type: nauc_map_at_5_max - value: 28.681802217476093 + value: 33.538196855782914 - type: nauc_map_at_5_std - value: -15.492619374306827 + value: -22.484473756616644 - type: nauc_mrr_at_1000_diff1 - value: 70.27871731978331 + value: 70.86605266935713 - type: nauc_mrr_at_1000_max - value: 33.89585229097829 + value: 39.23012904807791 - type: nauc_mrr_at_1000_std - value: -9.231498078778678 + value: -15.7945348852456 - type: nauc_mrr_at_100_diff1 - value: 70.27656223213475 + value: 70.86280901414926 - type: nauc_mrr_at_100_max - value: 33.90583650980198 + value: 39.23362334217244 - type: nauc_mrr_at_100_std - value: -9.213247629622375 + value: -15.782514659328978 - type: nauc_mrr_at_10_diff1 - value: 70.1800255282438 + value: 70.75755399509156 - type: nauc_mrr_at_10_max - value: 33.975132933927085 + value: 39.272495418437686 - type: nauc_mrr_at_10_std - value: -9.344439026014577 + value: -15.781106645439996 - type: nauc_mrr_at_1_diff1 - value: 72.72425945481199 + value: 72.85504028372341 - type: nauc_mrr_at_1_max - value: 31.239650246117385 + value: 37.99685495245659 - type: nauc_mrr_at_1_std - value: -11.607242701686696 + value: -17.459649186396685 - type: nauc_mrr_at_20_diff1 - value: 70.24166041655792 + value: 70.82261857160199 - type: nauc_mrr_at_20_max - value: 33.9613048334359 + value: 39.25660219447417 - type: nauc_mrr_at_20_std - value: -9.219736983314839 + value: -15.807365557200281 - type: nauc_mrr_at_3_diff1 - value: 70.06664104900666 + value: 70.79376444174159 - type: nauc_mrr_at_3_max - value: 33.5732140539362 + value: 38.97623690163996 - type: nauc_mrr_at_3_std - value: -9.778577982149953 + value: -16.393842407269872 - type: nauc_mrr_at_5_diff1 - value: 70.14739007028493 + value: 70.77811077343011 - type: nauc_mrr_at_5_max - value: 33.796518466305834 + value: 39.066661862996334 - type: nauc_mrr_at_5_std - value: -9.649151783176043 + value: -16.06138623512058 - type: nauc_ndcg_at_1000_diff1 - value: 68.62634218438664 + value: 69.38432460176631 - type: nauc_ndcg_at_1000_max - value: 33.057143795018696 + value: 37.41326409294141 - type: nauc_ndcg_at_1000_std - value: -9.563352961803663 + value: -16.567106335363547 - type: nauc_ndcg_at_100_diff1 - value: 68.58213175533443 + value: 69.33661321994221 - type: nauc_ndcg_at_100_max - value: 33.35336572393414 + value: 37.40443590169158 - type: nauc_ndcg_at_100_std - value: -9.127811506992467 + value: -16.35403457343329 - type: nauc_ndcg_at_10_diff1 - value: 68.26726256015203 + value: 68.94489912960861 - type: nauc_ndcg_at_10_max - value: 32.33115112923283 + value: 36.2506071214321 - type: nauc_ndcg_at_10_std - value: -11.874276014971688 + value: -18.82069883161433 - type: nauc_ndcg_at_1_diff1 - value: 72.66000012395291 + value: 72.72133417454367 - type: nauc_ndcg_at_1_max - value: 31.283711202542207 + value: 38.331224491505104 - type: nauc_ndcg_at_1_std - value: -11.501503096057867 + value: -17.16079633961818 - type: nauc_ndcg_at_20_diff1 - value: 68.39658663907474 + value: 69.15086421535133 - type: nauc_ndcg_at_20_max - value: 33.08529095010713 + value: 36.89767798755098 - type: nauc_ndcg_at_20_std - value: -10.437492609480433 + value: -17.86958697698032 - type: nauc_ndcg_at_3_diff1 - value: 68.05324210316826 + value: 68.70396833880102 - type: nauc_ndcg_at_3_max - value: 30.30824001099573 + value: 35.03484635918643 - type: nauc_ndcg_at_3_std - value: -13.044199992428771 + value: -20.273396524173844 - type: nauc_ndcg_at_5_diff1 - value: 68.10994364753626 + value: 68.93056915501342 - type: nauc_ndcg_at_5_max - value: 31.182072802471055 + value: 35.38497733312458 - type: nauc_ndcg_at_5_std - value: -12.836057047748234 + value: -19.840947709262004 - type: nauc_precision_at_1000_diff1 - value: -32.848796455727836 + value: -34.14718697098016 - type: nauc_precision_at_1000_max - value: 6.715546095139156 + value: 3.6293313781394763 - type: nauc_precision_at_1000_std - value: 32.9655373056535 + value: 35.18150366797986 - type: nauc_precision_at_100_diff1 - value: -28.794521134307093 + value: -30.4027079095321 - type: nauc_precision_at_100_max - value: 11.155432738297682 + value: 6.809907739167871 - type: nauc_precision_at_100_std - value: 33.30986182557851 + value: 34.540918468349126 - type: nauc_precision_at_10_diff1 - value: -10.613535245108128 + value: -13.640657282621275 - type: nauc_precision_at_10_max - value: 19.057316698279582 + value: 15.027602319886368 - type: nauc_precision_at_10_std - value: 19.87457963908978 + value: 19.99864404314453 - type: nauc_precision_at_1_diff1 - value: 72.66000012395291 + value: 72.72133417454367 - type: nauc_precision_at_1_max - value: 31.283711202542207 + value: 38.331224491505104 - type: nauc_precision_at_1_std - value: -11.501503096057867 + value: -17.16079633961818 - type: nauc_precision_at_20_diff1 - value: -19.6984185276961 + value: -22.04518115519088 - type: nauc_precision_at_20_max - value: 16.497527862287058 + value: 11.694911426947577 - type: nauc_precision_at_20_std - value: 26.871607334073012 + value: 27.0383781477066 - type: nauc_precision_at_3_diff1 - value: 17.130494007304765 + value: 13.551932989888382 - type: nauc_precision_at_3_max - value: 23.99199625132106 + value: 23.434121945030604 - type: nauc_precision_at_3_std - value: 5.234797091652211 + value: 2.691762192244095 - type: nauc_precision_at_5_diff1 - value: 3.0202641879085697 + value: -0.530904057361583 - type: nauc_precision_at_5_max - value: 22.31257369308076 + value: 19.274513974074186 - type: nauc_precision_at_5_std - value: 12.502866671883032 + value: 11.166696219691481 - type: nauc_recall_at_1000_diff1 - value: 49.899967761974196 + value: 57.69646260925434 - type: nauc_recall_at_1000_max - value: 54.39990257883846 + value: 45.515450558710825 - type: nauc_recall_at_1000_std - value: 42.663306287015196 + value: 33.3128999778333 - type: nauc_recall_at_100_diff1 - value: 57.87887190551234 + value: 59.44993252237884 - type: nauc_recall_at_100_max - value: 48.03395851487758 + value: 41.168864107589144 - type: nauc_recall_at_100_std - value: 25.008694604591312 + value: 13.174320315241195 - type: nauc_recall_at_10_diff1 - value: 60.99359933290845 + value: 61.74029254342778 - type: nauc_recall_at_10_max - value: 34.817508290483154 + value: 33.83885249812004 - type: nauc_recall_at_10_std - value: -10.355946195658207 + value: -17.974403452647497 - type: nauc_recall_at_1_diff1 - value: 72.50653845898617 + value: 73.03533775469124 - type: nauc_recall_at_1_max - value: 22.521228683262873 + value: 28.361321068177816 - type: nauc_recall_at_1_std - value: -17.72541519468729 + value: -23.44707326868221 - type: nauc_recall_at_20_diff1 - value: 59.63721580389802 + value: 60.43007696085838 - type: nauc_recall_at_20_max - value: 39.78324293003396 + value: 35.90250935704539 - type: nauc_recall_at_20_std - value: -0.7738431870195353 + value: -12.539813163606686 - type: nauc_recall_at_3_diff1 - value: 64.28146361759069 + value: 64.87577464206726 - type: nauc_recall_at_3_max - value: 27.55821665783294 + value: 30.325674554926348 - type: nauc_recall_at_3_std - value: -16.385154477134336 + value: -24.050361392480443 - type: nauc_recall_at_5_diff1 - value: 62.687585623754046 + value: 63.71726415589154 - type: nauc_recall_at_5_max - value: 30.357420406058328 + value: 31.365393247615298 - type: nauc_recall_at_5_std - value: -14.95291415876769 + value: -22.097544116643387 - type: ndcg_at_1 - value: 66.47 + value: 68.47999999999999 - type: ndcg_at_10 - value: 75.235 + value: 76.998 - type: ndcg_at_100 - value: 77.847 + value: 79.45400000000001 - type: ndcg_at_1000 - value: 78.396 + value: 79.935 - type: ndcg_at_20 - value: 76.539 + value: 78.22 - type: ndcg_at_3 - value: 71.219 + value: 73.127 - type: ndcg_at_5 - value: 73.235 + value: 75.13499999999999 - type: precision_at_1 - value: 66.47 + value: 68.47999999999999 - type: precision_at_10 - value: 11.596 + value: 11.821 - type: precision_at_100 - value: 1.424 + value: 1.438 - type: precision_at_1000 - value: 0.153 + value: 0.154 - type: precision_at_20 - value: 6.331 + value: 6.4350000000000005 - type: precision_at_3 - value: 31.130000000000003 + value: 31.96 - type: precision_at_5 - value: 20.735999999999997 + value: 21.279999999999998 - type: recall_at_1 - value: 57.720000000000006 + value: 59.391000000000005 - type: recall_at_10 - value: 85.249 + value: 86.722 - type: recall_at_100 - value: 95.39699999999999 + value: 96.143 - type: recall_at_1000 - value: 98.81 + value: 99.092 - type: recall_at_20 - value: 89.739 + value: 90.88300000000001 - type: recall_at_3 - value: 73.978 + value: 75.81400000000001 - type: recall_at_5 - value: 79.355 + value: 81.19800000000001 task: type: Retrieval - dataset: @@ -16905,287 +17475,287 @@ model-index: type: clarin-knext/scidocs-pl metrics: - type: main_score - value: 15.174000000000001 + value: 13.038 - type: map_at_1 - value: 3.6580000000000004 + value: 2.785 - type: map_at_10 - value: 8.796 + value: 7.24 - type: map_at_100 - value: 10.391 + value: 8.751000000000001 - type: map_at_1000 - value: 10.646 + value: 9.001000000000001 - type: map_at_20 - value: 9.592 + value: 7.997999999999999 - type: map_at_3 - value: 6.489000000000001 + value: 5.139 - type: map_at_5 - value: 7.600999999999999 + value: 6.142 - type: mrr_at_1 - value: 18.0 + value: 13.700000000000001 - type: mrr_at_10 - value: 26.845317460317457 + value: 22.60158730158729 - type: mrr_at_100 - value: 28.04995949015167 + value: 23.72791508184251 - type: mrr_at_1000 - value: 28.121893269944824 + value: 23.810527360772817 - type: mrr_at_20 - value: 27.566026091211864 + value: 23.241815149075197 - type: mrr_at_3 - value: 23.916666666666686 + value: 19.60000000000002 - type: mrr_at_5 - value: 25.551666666666666 + value: 21.224999999999998 - type: nauc_map_at_1000_diff1 - value: 17.302827041650488 + value: 14.792227224924506 - type: nauc_map_at_1000_max - value: 26.65992706695422 + value: 32.301641383960124 - type: nauc_map_at_1000_std - value: 18.96964501922404 + value: 23.083104358905977 - type: nauc_map_at_100_diff1 - value: 17.21226432890004 + value: 14.803863271383166 - type: nauc_map_at_100_max - value: 26.45824637348571 + value: 32.24680252823908 - type: nauc_map_at_100_std - value: 18.573352847100065 + value: 22.748086109451773 - type: nauc_map_at_10_diff1 - value: 17.02056023363081 + value: 15.795155883364743 - type: nauc_map_at_10_max - value: 24.48428170985602 + value: 30.944058206585463 - type: nauc_map_at_10_std - value: 14.014378375804235 + value: 18.708078547726842 - type: nauc_map_at_1_diff1 - value: 21.638506619768716 + value: 21.132398215573865 - type: nauc_map_at_1_max - value: 19.709230810058283 + value: 29.19592327750959 - type: nauc_map_at_1_std - value: 9.042419739024966 + value: 13.996493176089015 - type: nauc_map_at_20_diff1 - value: 17.067893569553323 + value: 15.077937784358452 - type: nauc_map_at_20_max - value: 25.69106547536296 + value: 31.657769880494403 - type: nauc_map_at_20_std - value: 16.535327068913993 + value: 20.60155411885354 - type: nauc_map_at_3_diff1 - value: 18.56349850011108 + value: 18.674857148125 - type: nauc_map_at_3_max - value: 22.127177599224744 + value: 30.693417190589383 - type: nauc_map_at_3_std - value: 9.47260767358392 + value: 16.47059364780481 - type: nauc_map_at_5_diff1 - value: 18.05585009830461 + value: 16.575681500234854 - type: nauc_map_at_5_max - value: 23.31477343090323 + value: 30.082817752366125 - type: nauc_map_at_5_std - value: 11.257936348356862 + value: 16.662663606573776 - type: nauc_mrr_at_1000_diff1 - value: 19.71318833342125 + value: 16.522679131105793 - type: nauc_mrr_at_1000_max - value: 22.359300102570092 + value: 27.23085993594398 - type: nauc_mrr_at_1000_std - value: 13.89561747692388 + value: 17.51392936535595 - type: nauc_mrr_at_100_diff1 - value: 19.709804653242603 + value: 16.530117282112702 - type: nauc_mrr_at_100_max - value: 22.365551370687967 + value: 27.21672480216746 - type: nauc_mrr_at_100_std - value: 13.918573803759068 + value: 17.537026259653445 - type: nauc_mrr_at_10_diff1 - value: 19.74677273038544 + value: 16.487235038131733 - type: nauc_mrr_at_10_max - value: 22.348783997030335 + value: 27.225450717843323 - type: nauc_mrr_at_10_std - value: 13.606175345418963 + value: 17.148693690389308 - type: nauc_mrr_at_1_diff1 - value: 21.957688664351128 + value: 21.500757577390356 - type: nauc_mrr_at_1_max - value: 19.50356102866365 + value: 29.155414361425848 - type: nauc_mrr_at_1_std - value: 9.323755394169037 + value: 14.066153856101241 - type: nauc_mrr_at_20_diff1 - value: 19.5076818806823 + value: 16.35982399761223 - type: nauc_mrr_at_20_max - value: 22.192342439483934 + value: 27.222179685954384 - type: nauc_mrr_at_20_std - value: 13.705438410110608 + value: 17.446818156563065 - type: nauc_mrr_at_3_diff1 - value: 19.784830140193804 + value: 17.458713266374655 - type: nauc_mrr_at_3_max - value: 21.606746947165416 + value: 26.24442929157636 - type: nauc_mrr_at_3_std - value: 12.289045699872666 + value: 15.474103091301044 - type: nauc_mrr_at_5_diff1 - value: 20.139962218896674 + value: 16.5126045582872 - type: nauc_mrr_at_5_max - value: 22.139813460789266 + value: 26.997210926210446 - type: nauc_mrr_at_5_std - value: 13.177813432176084 + value: 16.704873410048148 - type: nauc_ndcg_at_1000_diff1 - value: 17.78059204124948 + value: 12.907773784346746 - type: nauc_ndcg_at_1000_max - value: 29.830544327132436 + value: 33.34766220820817 - type: nauc_ndcg_at_1000_std - value: 28.03254237837783 + value: 30.482401904164757 - type: nauc_ndcg_at_100_diff1 - value: 17.62481104076364 + value: 13.232279099200772 - type: nauc_ndcg_at_100_max - value: 28.629131876483665 + value: 32.36971943877284 - type: nauc_ndcg_at_100_std - value: 26.019853664301124 + value: 28.885308987810603 - type: nauc_ndcg_at_10_diff1 - value: 17.25237540570343 + value: 14.263079852214009 - type: nauc_ndcg_at_10_max - value: 25.128032787033604 + value: 29.756761364913597 - type: nauc_ndcg_at_10_std - value: 16.571629975349868 + value: 20.083627271228888 - type: nauc_ndcg_at_1_diff1 - value: 21.957688664351128 + value: 21.500757577390356 - type: nauc_ndcg_at_1_max - value: 19.50356102866365 + value: 29.155414361425848 - type: nauc_ndcg_at_1_std - value: 9.323755394169037 + value: 14.066153856101241 - type: nauc_ndcg_at_20_diff1 - value: 16.549388210526494 + value: 12.922160932922422 - type: nauc_ndcg_at_20_max - value: 26.1871953370256 + value: 30.932912450602785 - type: nauc_ndcg_at_20_std - value: 19.971064555030125 + value: 23.182250500209516 - type: nauc_ndcg_at_3_diff1 - value: 18.707127276019474 + value: 17.21918294663663 - type: nauc_ndcg_at_3_max - value: 22.042786711511813 + value: 28.662429889428637 - type: nauc_ndcg_at_3_std - value: 11.103829353868623 + value: 16.8401928942087 - type: nauc_ndcg_at_5_diff1 - value: 18.45321448876598 + value: 15.024056520905358 - type: nauc_ndcg_at_5_max - value: 23.475902453066492 + value: 28.783882370742838 - type: nauc_ndcg_at_5_std - value: 13.216222368946411 + value: 17.956997691110093 - type: nauc_precision_at_1000_diff1 - value: 11.843768977161584 + value: 4.853325331972668 - type: nauc_precision_at_1000_max - value: 30.300299347010352 + value: 30.15694152384708 - type: nauc_precision_at_1000_std - value: 41.123748924498585 + value: 38.55692767533825 - type: nauc_precision_at_100_diff1 - value: 13.765676375073074 + value: 8.113117956423707 - type: nauc_precision_at_100_max - value: 29.769561801824956 + value: 30.579313799148494 - type: nauc_precision_at_100_std - value: 37.56343888054612 + value: 37.078327072376624 - type: nauc_precision_at_10_diff1 - value: 14.123009605345343 + value: 10.323074186311555 - type: nauc_precision_at_10_max - value: 26.045793706986558 + value: 29.267955393045213 - type: nauc_precision_at_10_std - value: 20.45802977436883 + value: 22.493435993948 - type: nauc_precision_at_1_diff1 - value: 21.957688664351128 + value: 21.500757577390356 - type: nauc_precision_at_1_max - value: 19.50356102866365 + value: 29.155414361425848 - type: nauc_precision_at_1_std - value: 9.323755394169037 + value: 14.066153856101241 - type: nauc_precision_at_20_diff1 - value: 12.080580953868749 + value: 7.296113998064506 - type: nauc_precision_at_20_max - value: 26.741203934729374 + value: 29.990871534639396 - type: nauc_precision_at_20_std - value: 26.249289307014976 + value: 27.109509055275005 - type: nauc_precision_at_3_diff1 - value: 17.390833784290034 + value: 15.390787042974221 - type: nauc_precision_at_3_max - value: 22.639415005064585 + value: 28.84488812625923 - type: nauc_precision_at_3_std - value: 11.481404394862311 + value: 18.32236552735027 - type: nauc_precision_at_5_diff1 - value: 17.18007614612505 + value: 11.503698423183337 - type: nauc_precision_at_5_max - value: 24.244045184229563 + value: 28.057493966763282 - type: nauc_precision_at_5_std - value: 15.180528647694574 + value: 19.611698266221076 - type: nauc_recall_at_1000_diff1 - value: 11.507406580463488 + value: 5.664077565322699 - type: nauc_recall_at_1000_max - value: 30.78976497232251 + value: 30.448757418101447 - type: nauc_recall_at_1000_std - value: 41.618419379918855 + value: 39.27731310660493 - type: nauc_recall_at_100_diff1 - value: 13.408507737517144 + value: 8.425909931770086 - type: nauc_recall_at_100_max - value: 29.849796157178197 + value: 30.68171063121248 - type: nauc_recall_at_100_std - value: 37.58778281760627 + value: 37.184544204955074 - type: nauc_recall_at_10_diff1 - value: 13.942112101503866 + value: 10.47166367371188 - type: nauc_recall_at_10_max - value: 26.228452951171487 + value: 29.14586678828798 - type: nauc_recall_at_10_std - value: 20.14835260352246 + value: 22.111878920453464 - type: nauc_recall_at_1_diff1 - value: 21.638506619768716 + value: 21.132398215573865 - type: nauc_recall_at_1_max - value: 19.709230810058283 + value: 29.19592327750959 - type: nauc_recall_at_1_std - value: 9.042419739024966 + value: 13.996493176089015 - type: nauc_recall_at_20_diff1 - value: 11.905542570350702 + value: 7.4486268209490465 - type: nauc_recall_at_20_max - value: 26.84107459006622 + value: 29.759399489054555 - type: nauc_recall_at_20_std - value: 25.888986621614645 + value: 26.731517559908852 - type: nauc_recall_at_3_diff1 - value: 17.056201299401692 + value: 15.400192355820627 - type: nauc_recall_at_3_max - value: 22.94288018834461 + value: 28.572542534889312 - type: nauc_recall_at_3_std - value: 11.337560544201224 + value: 17.816298041992443 - type: nauc_recall_at_5_diff1 - value: 16.89022137209632 + value: 11.600069164989952 - type: nauc_recall_at_5_max - value: 24.564195711081545 + value: 27.974947140469958 - type: nauc_recall_at_5_std - value: 14.979769166201622 + value: 19.139625890938866 - type: ndcg_at_1 - value: 18.0 + value: 13.700000000000001 - type: ndcg_at_10 - value: 15.174000000000001 + value: 13.038 - type: ndcg_at_100 - value: 22.047 + value: 19.628 - type: ndcg_at_1000 - value: 27.057 + value: 24.892 - type: ndcg_at_20 - value: 17.628 + value: 15.296999999999999 - type: ndcg_at_3 - value: 14.536999999999999 + value: 11.828 - type: ndcg_at_5 - value: 12.590000000000002 + value: 10.532 - type: precision_at_1 - value: 18.0 + value: 13.700000000000001 - type: precision_at_10 - value: 7.82 + value: 6.99 - type: precision_at_100 - value: 1.773 + value: 1.659 - type: precision_at_1000 - value: 0.298 + value: 0.294 - type: precision_at_20 - value: 5.335 + value: 4.8 - type: precision_at_3 - value: 13.5 + value: 11.233 - type: precision_at_5 - value: 10.92 + value: 9.44 - type: recall_at_1 - value: 3.6580000000000004 + value: 2.785 - type: recall_at_10 - value: 15.867999999999999 + value: 14.198 - type: recall_at_100 - value: 36.068 + value: 33.768 - type: recall_at_1000 - value: 60.608 + value: 59.821999999999996 - type: recall_at_20 - value: 21.653 + value: 19.497999999999998 - type: recall_at_3 - value: 8.248 + value: 6.877999999999999 - type: recall_at_5 - value: 11.108 + value: 9.613 task: type: Retrieval - dataset: @@ -17196,85 +17766,85 @@ model-index: type: PL-MTEB/sicke-pl-pairclassification metrics: - type: cosine_accuracy - value: 78.12882185079495 + value: 77.45617611088463 - type: cosine_accuracy_threshold - value: 95.76345682144165 + value: 88.67492079734802 - type: cosine_ap - value: 63.56538407363026 + value: 62.798198995025665 - type: cosine_f1 - value: 60.88388690639582 + value: 60.74950690335306 - type: cosine_f1_threshold - value: 92.86266565322876 + value: 80.56387305259705 - type: cosine_precision - value: 49.53104064314426 + value: 50.256410256410255 - type: cosine_recall - value: 78.98860398860398 + value: 76.78062678062678 - type: dot_accuracy - value: 78.12882185079495 + value: 77.45617611088463 - type: dot_accuracy_threshold - value: 95.76345682144165 + value: 88.6749267578125 - type: dot_ap - value: 63.56553287602377 + value: 62.798159152951385 - type: dot_f1 - value: 60.88388690639582 + value: 60.74950690335306 - type: dot_f1_threshold - value: 92.86266565322876 + value: 80.56387305259705 - type: dot_precision - value: 49.53104064314426 + value: 50.256410256410255 - type: dot_recall - value: 78.98860398860398 + value: 76.78062678062678 - type: euclidean_accuracy - value: 78.12882185079495 + value: 77.45617611088463 - type: euclidean_accuracy_threshold - value: 29.108554124832153 + value: 47.592175006866455 - type: euclidean_ap - value: 63.56543484315041 + value: 62.79814750094985 - type: euclidean_f1 - value: 60.88388690639582 + value: 60.74950690335306 - type: euclidean_f1_threshold - value: 37.781822681427 + value: 62.347614765167236 - type: euclidean_precision - value: 49.53104064314426 + value: 50.256410256410255 - type: euclidean_recall - value: 78.98860398860398 + value: 76.78062678062678 - type: main_score - value: 63.56553287602377 + value: 62.798198995025665 - type: manhattan_accuracy - value: 77.82307378719935 + value: 77.27272727272727 - type: manhattan_accuracy_threshold - value: 658.8656902313232 + value: 975.9557723999023 - type: manhattan_ap - value: 63.12761769067177 + value: 62.33701490592974 - type: manhattan_f1 - value: 60.76436623590872 + value: 60.3921568627451 - type: manhattan_f1_threshold - value: 888.3136749267578 + value: 1475.3839492797852 - type: manhattan_precision - value: 49.48499776085983 + value: 49.769159741458914 - type: manhattan_recall - value: 78.70370370370371 + value: 76.78062678062678 - type: max_ap - value: 63.56553287602377 + value: 62.798198995025665 - type: max_f1 - value: 60.88388690639582 + value: 60.74950690335306 - type: max_precision - value: 49.53104064314426 + value: 50.256410256410255 - type: max_recall - value: 78.98860398860398 + value: 76.78062678062678 - type: similarity_accuracy - value: 78.12882185079495 + value: 77.45617611088463 - type: similarity_accuracy_threshold - value: 95.76345682144165 + value: 88.67492079734802 - type: similarity_ap - value: 63.56538407363026 + value: 62.798198995025665 - type: similarity_f1 - value: 60.88388690639582 + value: 60.74950690335306 - type: similarity_f1_threshold - value: 92.86266565322876 + value: 80.56387305259705 - type: similarity_precision - value: 49.53104064314426 + value: 50.256410256410255 - type: similarity_recall - value: 78.98860398860398 + value: 76.78062678062678 task: type: PairClassification - dataset: @@ -17285,23 +17855,23 @@ model-index: type: PL-MTEB/sickr-pl-sts metrics: - type: cosine_pearson - value: 71.75502609028113 + value: 72.36287255590445 - type: cosine_spearman - value: 66.52097638938338 + value: 66.30825825122318 - type: euclidean_pearson - value: 68.6974439167054 + value: 68.92313932419128 - type: euclidean_spearman - value: 66.52095939114172 + value: 66.30826006369618 - type: main_score - value: 66.52097638938338 + value: 66.30825825122318 - type: manhattan_pearson - value: 68.53848708135571 + value: 68.66991543703946 - type: manhattan_spearman - value: 66.29909223435631 + value: 66.0242047018923 - type: pearson - value: 71.75502609028113 + value: 72.36287255590445 - type: spearman - value: 66.52097638938338 + value: 66.30825825122318 task: type: STS - dataset: @@ -17312,23 +17882,23 @@ model-index: type: mteb/sts22-crosslingual-sts metrics: - type: cosine_pearson - value: 40.06621394078099 + value: 41.56662243222903 - type: cosine_spearman - value: 45.160446103264285 + value: 44.94984671604992 - type: euclidean_pearson - value: 25.38908314629843 + value: 27.88886658631932 - type: euclidean_spearman - value: 45.160446103264285 + value: 44.94984671604992 - type: main_score - value: 45.160446103264285 + value: 44.94984671604992 - type: manhattan_pearson - value: 25.13217941116968 + value: 27.467462847157798 - type: manhattan_spearman - value: 45.05397285684081 + value: 44.990280944902125 - type: pearson - value: 40.06621394078099 + value: 41.56662243222903 - type: spearman - value: 45.160446103264285 + value: 44.94984671604992 task: type: STS - dataset: @@ -17339,23 +17909,23 @@ model-index: type: mteb/sts22-crosslingual-sts metrics: - type: cosine_pearson - value: 77.99167158750629 + value: 78.67129157333113 - type: cosine_spearman - value: 77.00326330683939 + value: 77.17497249706467 - type: euclidean_pearson - value: 77.60571751826936 + value: 78.93527680834069 - type: euclidean_spearman - value: 77.00326330683939 + value: 77.17497249706467 - type: main_score - value: 77.00326330683939 + value: 77.17497249706467 - type: manhattan_pearson - value: 78.19839585217989 + value: 79.17117078125075 - type: manhattan_spearman - value: 78.44894390841364 + value: 77.98920639910075 - type: pearson - value: 77.99167158750629 + value: 78.67129157333113 - type: spearman - value: 77.00326330683939 + value: 77.17497249706467 task: type: STS - dataset: @@ -17366,23 +17936,23 @@ model-index: type: mteb/sts22-crosslingual-sts metrics: - type: cosine_pearson - value: 40.2221719679774 + value: 38.70216637556677 - type: cosine_spearman - value: 57.18465019880842 + value: 55.768121437825556 - type: euclidean_pearson - value: 42.11211158455479 + value: 41.389482428930485 - type: euclidean_spearman - value: 57.18465019880842 + value: 55.768121437825556 - type: main_score - value: 57.18465019880842 + value: 55.768121437825556 - type: manhattan_pearson - value: 43.24148614152723 + value: 42.7616496232802 - type: manhattan_spearman - value: 56.35320940431847 + value: 54.44397498734157 - type: pearson - value: 40.2221719679774 + value: 38.70216637556677 - type: spearman - value: 57.18465019880842 + value: 55.768121437825556 task: type: STS - dataset: @@ -17393,21 +17963,21 @@ model-index: type: mteb/sts22-crosslingual-sts metrics: - type: cosine_pearson - value: 88.17138238483673 + value: 83.39168516605531 - type: cosine_spearman value: 84.51542547285167 - type: euclidean_pearson - value: 87.99782696047525 + value: 83.7912731376875 - type: euclidean_spearman value: 84.51542547285167 - type: main_score value: 84.51542547285167 - type: manhattan_pearson - value: 85.811937669563 + value: 82.28209868239296 - type: manhattan_spearman value: 84.51542547285167 - type: pearson - value: 88.17138238483673 + value: 83.39168516605531 - type: spearman value: 84.51542547285167 task: @@ -17420,287 +17990,287 @@ model-index: type: clarin-knext/scifact-pl metrics: - type: main_score - value: 62.064 + value: 57.827 - type: map_at_1 - value: 48.317 + value: 45.083 - type: map_at_10 - value: 57.693000000000005 + value: 53.83 - type: map_at_100 - value: 58.392999999999994 + value: 54.577 - type: map_at_1000 - value: 58.428999999999995 + value: 54.623 - type: map_at_20 - value: 58.108000000000004 + value: 54.211 - type: map_at_3 - value: 55.293000000000006 + value: 51.304 - type: map_at_5 - value: 56.595 + value: 52.851000000000006 - type: mrr_at_1 - value: 51.0 + value: 47.333333333333336 - type: mrr_at_10 - value: 59.019576719576705 + value: 55.07949735449736 - type: mrr_at_100 - value: 59.58007358566797 + value: 55.710506477168956 - type: mrr_at_1000 - value: 59.61403985820887 + value: 55.748401782889445 - type: mrr_at_20 - value: 59.35199007075942 + value: 55.409548920578345 - type: mrr_at_3 - value: 57.166666666666664 + value: 53.055555555555564 - type: mrr_at_5 - value: 58.08333333333332 + value: 54.422222222222224 - type: nauc_map_at_1000_diff1 - value: 55.90310480193163 + value: 56.75114793396484 - type: nauc_map_at_1000_max - value: 40.922646499130586 + value: 45.557101118136366 - type: nauc_map_at_1000_std - value: 6.308307542867231 + value: 21.122840914857495 - type: nauc_map_at_100_diff1 - value: 55.87923016501095 + value: 56.738747688350024 - type: nauc_map_at_100_max - value: 40.930429212300396 + value: 45.55491958094813 - type: nauc_map_at_100_std - value: 6.302652510324859 + value: 21.12266632389643 - type: nauc_map_at_10_diff1 - value: 55.96811326806582 + value: 56.926041668030855 - type: nauc_map_at_10_max - value: 40.91912121040118 + value: 45.2382783831653 - type: nauc_map_at_10_std - value: 6.315081020792943 + value: 20.922255034211766 - type: nauc_map_at_1_diff1 - value: 61.615316460538374 + value: 60.98838903764472 - type: nauc_map_at_1_max - value: 34.4312789344494 + value: 43.22668392792625 - type: nauc_map_at_1_std - value: -2.151749018851701 + value: 17.29004046426385 - type: nauc_map_at_20_diff1 - value: 55.781940594193316 + value: 56.848541422173795 - type: nauc_map_at_20_max - value: 40.877518039008585 + value: 45.59725008207042 - type: nauc_map_at_20_std - value: 6.170527123248918 + value: 21.177613569735655 - type: nauc_map_at_3_diff1 - value: 58.104315292507216 + value: 58.23995403356206 - type: nauc_map_at_3_max - value: 39.524635028616544 + value: 44.76675994666382 - type: nauc_map_at_3_std - value: 4.367263811245541 + value: 18.839553176727783 - type: nauc_map_at_5_diff1 - value: 56.60725686218003 + value: 56.99049510687553 - type: nauc_map_at_5_max - value: 40.362341129747456 + value: 44.71681163401595 - type: nauc_map_at_5_std - value: 5.222556427559299 + value: 19.453824672770455 - type: nauc_mrr_at_1000_diff1 - value: 56.243518111487454 + value: 57.4953870158563 - type: nauc_mrr_at_1000_max - value: 41.92306224416779 + value: 46.79551970939633 - type: nauc_mrr_at_1000_std - value: 7.331011181148979 + value: 23.71693511404122 - type: nauc_mrr_at_100_diff1 - value: 56.21745814714038 + value: 57.482272276265235 - type: nauc_mrr_at_100_max - value: 41.92847851363498 + value: 46.79105970491737 - type: nauc_mrr_at_100_std - value: 7.322136402819359 + value: 23.705546007429124 - type: nauc_mrr_at_10_diff1 - value: 56.22224221410973 + value: 57.630280158288926 - type: nauc_mrr_at_10_max - value: 42.020110225540144 + value: 46.646619843739465 - type: nauc_mrr_at_10_std - value: 7.367785001729785 + value: 23.642389853421577 - type: nauc_mrr_at_1_diff1 - value: 61.65968884760533 + value: 61.903420841877356 - type: nauc_mrr_at_1_max - value: 39.22611274899148 + value: 46.95318894276891 - type: nauc_mrr_at_1_std - value: 3.3484556807524357 + value: 23.19343113872584 - type: nauc_mrr_at_20_diff1 - value: 56.140226618395495 + value: 57.574039026825815 - type: nauc_mrr_at_20_max - value: 41.92506913405156 + value: 46.825490821786545 - type: nauc_mrr_at_20_std - value: 7.20339996949852 + value: 23.747309823079746 - type: nauc_mrr_at_3_diff1 - value: 57.82506573973446 + value: 58.634726160884576 - type: nauc_mrr_at_3_max - value: 41.962001263558484 + value: 46.68634348254961 - type: nauc_mrr_at_3_std - value: 6.909954113302328 + value: 22.9939558189414 - type: nauc_mrr_at_5_diff1 - value: 56.659054585223565 + value: 57.43527378441584 - type: nauc_mrr_at_5_max - value: 42.220145330498326 + value: 46.82233838319152 - type: nauc_mrr_at_5_std - value: 6.914754115832333 + value: 23.407766325712398 - type: nauc_ndcg_at_1000_diff1 - value: 54.101423320176956 + value: 55.303289773692676 - type: nauc_ndcg_at_1000_max - value: 42.35761455565217 + value: 46.703610191621145 - type: nauc_ndcg_at_1000_std - value: 9.158968107515042 + value: 23.57730795756405 - type: nauc_ndcg_at_100_diff1 - value: 53.193377266960695 + value: 54.38572710219233 - type: nauc_ndcg_at_100_max - value: 42.39818084789296 + value: 46.37493158024567 - type: nauc_ndcg_at_100_std - value: 8.982680006715663 + value: 23.314588126884324 - type: nauc_ndcg_at_10_diff1 - value: 52.7521864873992 + value: 55.21850729666301 - type: nauc_ndcg_at_10_max - value: 42.25954681169497 + value: 45.58511788479343 - type: nauc_ndcg_at_10_std - value: 9.025856795668409 + value: 22.8531636189787 - type: nauc_ndcg_at_1_diff1 - value: 61.65968884760533 + value: 61.903420841877356 - type: nauc_ndcg_at_1_max - value: 39.22611274899148 + value: 46.95318894276891 - type: nauc_ndcg_at_1_std - value: 3.3484556807524357 + value: 23.19343113872584 - type: nauc_ndcg_at_20_diff1 - value: 52.24054304553779 + value: 54.96359325487391 - type: nauc_ndcg_at_20_max - value: 42.14484844258701 + value: 46.525071413272975 - type: nauc_ndcg_at_20_std - value: 8.522811774790046 + value: 23.416022310286206 - type: nauc_ndcg_at_3_diff1 - value: 56.65801023652111 + value: 57.33303538179732 - type: nauc_ndcg_at_3_max - value: 41.59901000744857 + value: 45.60081314229553 - type: nauc_ndcg_at_3_std - value: 6.866411754213651 + value: 20.311802683707644 - type: nauc_ndcg_at_5_diff1 - value: 54.25032835371862 + value: 55.09370926297347 - type: nauc_ndcg_at_5_max - value: 41.52568005051319 + value: 45.11375173156922 - type: nauc_ndcg_at_5_std - value: 6.747184564934237 + value: 20.676971796560167 - type: nauc_precision_at_1000_diff1 - value: -12.438995870489618 + value: -8.792997673585157 - type: nauc_precision_at_1000_max - value: 33.65458584888833 + value: 26.985804617599456 - type: nauc_precision_at_1000_std - value: 38.65000092313945 + value: 38.32145829157333 - type: nauc_precision_at_100_diff1 - value: -3.7051397832573696 + value: 3.448830291824138 - type: nauc_precision_at_100_max - value: 36.777033924925384 + value: 33.3751058104728 - type: nauc_precision_at_100_std - value: 32.24732998272339 + value: 36.07155861781976 - type: nauc_precision_at_10_diff1 - value: 14.458974499542448 + value: 27.905538531066256 - type: nauc_precision_at_10_max - value: 45.75828754327736 + value: 41.57287780821485 - type: nauc_precision_at_10_std - value: 31.734511856215665 + value: 36.11165069712307 - type: nauc_precision_at_1_diff1 - value: 61.65968884760533 + value: 61.903420841877356 - type: nauc_precision_at_1_max - value: 39.22611274899148 + value: 46.95318894276891 - type: nauc_precision_at_1_std - value: 3.3484556807524357 + value: 23.19343113872584 - type: nauc_precision_at_20_diff1 - value: 6.911000226020142 + value: 21.945937631553438 - type: nauc_precision_at_20_max - value: 42.75953196446269 + value: 42.8503772546226 - type: nauc_precision_at_20_std - value: 30.293217657388254 + value: 37.54978789546971 - type: nauc_precision_at_3_diff1 - value: 39.95888414475174 + value: 44.695453949094684 - type: nauc_precision_at_3_max - value: 46.81095681980396 + value: 46.25836394647075 - type: nauc_precision_at_3_std - value: 20.732734118894037 + value: 25.448947126738393 - type: nauc_precision_at_5_diff1 - value: 27.25227607416867 + value: 34.21739846774853 - type: nauc_precision_at_5_max - value: 45.278620768210615 + value: 43.36271521542134 - type: nauc_precision_at_5_std - value: 22.7094842525771 + value: 28.863168300518954 - type: nauc_recall_at_1000_diff1 - value: 54.66853408029846 + value: 50.866272434900374 - type: nauc_recall_at_1000_max - value: 69.49112978524705 + value: 77.90745928000882 - type: nauc_recall_at_1000_std - value: 84.76890756302552 + value: 82.21288515406151 - type: nauc_recall_at_100_diff1 - value: 33.641140071848085 + value: 35.307317119527056 - type: nauc_recall_at_100_max - value: 49.94619316653212 + value: 46.922433638935956 - type: nauc_recall_at_100_std - value: 26.970675275760104 + value: 31.814942138236262 - type: nauc_recall_at_10_diff1 - value: 38.56340942303001 + value: 47.8121533413515 - type: nauc_recall_at_10_max - value: 44.13889679913801 + value: 43.310991487523246 - type: nauc_recall_at_10_std - value: 17.814455740104584 + value: 25.903501909176917 - type: nauc_recall_at_1_diff1 - value: 61.615316460538374 + value: 60.98838903764472 - type: nauc_recall_at_1_max - value: 34.4312789344494 + value: 43.22668392792625 - type: nauc_recall_at_1_std - value: -2.151749018851701 + value: 17.29004046426385 - type: nauc_recall_at_20_diff1 - value: 33.86997626483988 + value: 45.83142943406739 - type: nauc_recall_at_20_max - value: 44.31136705663488 + value: 46.73030342771932 - type: nauc_recall_at_20_std - value: 16.58271492635832 + value: 28.07957120284036 - type: nauc_recall_at_3_diff1 - value: 52.39739118413791 + value: 54.187633219194495 - type: nauc_recall_at_3_max - value: 40.56472420414715 + value: 43.672283626861066 - type: nauc_recall_at_3_std - value: 7.856902134348368 + value: 18.136469354114993 - type: nauc_recall_at_5_diff1 - value: 45.693766776717595 + value: 47.4292849527445 - type: nauc_recall_at_5_max - value: 41.817545551209086 + value: 42.22276792180875 - type: nauc_recall_at_5_std - value: 9.066813773598692 + value: 19.22371392434811 - type: ndcg_at_1 - value: 51.0 + value: 47.333 - type: ndcg_at_10 - value: 62.064 + value: 57.827 - type: ndcg_at_100 - value: 65.45 + value: 61.551 - type: ndcg_at_1000 - value: 66.366 + value: 62.865 - type: ndcg_at_20 - value: 63.418 + value: 59.03699999999999 - type: ndcg_at_3 - value: 57.915000000000006 + value: 53.554 - type: ndcg_at_5 - value: 59.65200000000001 + value: 55.949000000000005 - type: precision_at_1 - value: 51.0 + value: 47.333 - type: precision_at_10 - value: 8.433 + value: 7.767 - type: precision_at_100 - value: 1.03 + value: 0.987 - type: precision_at_1000 value: 0.11 - type: precision_at_20 - value: 4.517 + value: 4.167 - type: precision_at_3 - value: 23.0 + value: 21.111 - type: precision_at_5 - value: 15.067 + value: 14.133000000000001 - type: recall_at_1 - value: 48.317 + value: 45.083 - type: recall_at_10 - value: 74.078 + value: 68.667 - type: recall_at_100 - value: 90.167 + value: 86.433 - type: recall_at_1000 - value: 97.333 + value: 97.0 - type: recall_at_20 - value: 79.256 + value: 73.078 - type: recall_at_3 - value: 62.561 + value: 57.477999999999994 - type: recall_at_5 - value: 67.039 + value: 63.322 task: type: Retrieval - dataset: @@ -17711,287 +18281,287 @@ model-index: type: clarin-knext/trec-covid-pl metrics: - type: main_score - value: 69.244 + value: 56.919 - type: map_at_1 - value: 0.216 + value: 0.17600000000000002 - type: map_at_10 - value: 1.717 + value: 1.352 - type: map_at_100 - value: 9.051 + value: 7.253 - type: map_at_1000 - value: 21.688 + value: 18.698 - type: map_at_20 - value: 2.972 + value: 2.313 - type: map_at_3 - value: 0.624 + value: 0.496 - type: map_at_5 - value: 0.9809999999999999 + value: 0.775 - type: mrr_at_1 - value: 82.0 + value: 68.0 - type: mrr_at_10 - value: 88.41666666666666 + value: 80.26904761904761 - type: mrr_at_100 - value: 88.57051282051282 + value: 80.26904761904761 - type: mrr_at_1000 - value: 88.57051282051282 + value: 80.26904761904761 - type: mrr_at_20 - value: 88.57051282051282 + value: 80.26904761904761 - type: mrr_at_3 - value: 87.66666666666666 + value: 78.33333333333333 - type: mrr_at_5 - value: 88.16666666666666 + value: 79.73333333333332 - type: nauc_map_at_1000_diff1 - value: -21.210172839828886 + value: 6.574463369141221 - type: nauc_map_at_1000_max - value: 50.364439193708456 + value: 53.38255229751684 - type: nauc_map_at_1000_std - value: 82.23413161215711 + value: 80.05902957099651 - type: nauc_map_at_100_diff1 - value: -3.737989437317314 + value: 11.446821053406707 - type: nauc_map_at_100_max - value: 40.24314095187729 + value: 44.68607496071329 - type: nauc_map_at_100_std - value: 74.6556355692718 + value: 72.78356846807002 - type: nauc_map_at_10_diff1 - value: 24.069758586207186 + value: 19.670014556837902 - type: nauc_map_at_10_max - value: 25.978576944212445 + value: 34.81097303843686 - type: nauc_map_at_10_std - value: 30.92185789388276 + value: 33.674183618423335 - type: nauc_map_at_1_diff1 - value: 33.44422662406722 + value: 21.506439684761883 - type: nauc_map_at_1_max - value: 18.58849173002632 + value: 28.484715735575577 - type: nauc_map_at_1_std - value: 23.001195148863555 + value: 9.63153171871658 - type: nauc_map_at_20_diff1 - value: 16.195748164952704 + value: 21.0792619485704 - type: nauc_map_at_20_max - value: 32.418991157208055 + value: 42.16963284469341 - type: nauc_map_at_20_std - value: 45.053299350375795 + value: 40.700515917035524 - type: nauc_map_at_3_diff1 - value: 32.94899528110181 + value: 26.981672835550295 - type: nauc_map_at_3_max - value: 16.721379232494304 + value: 32.974693063997506 - type: nauc_map_at_3_std - value: 18.336699336799814 + value: 16.6022898528941 - type: nauc_map_at_5_diff1 - value: 30.34930846309755 + value: 27.87549872058613 - type: nauc_map_at_5_max - value: 19.37661209832802 + value: 33.80977925406638 - type: nauc_map_at_5_std - value: 20.312897662543314 + value: 19.902109058910966 - type: nauc_mrr_at_1000_diff1 - value: 49.418158929182006 + value: 12.46327367923585 - type: nauc_mrr_at_1000_max - value: 67.05328023364747 + value: 36.671369778214725 - type: nauc_mrr_at_1000_std - value: 70.85520896614209 + value: 29.65039484236962 - type: nauc_mrr_at_100_diff1 - value: 49.418158929182006 + value: 12.46327367923585 - type: nauc_mrr_at_100_max - value: 67.05328023364747 + value: 36.671369778214725 - type: nauc_mrr_at_100_std - value: 70.85520896614209 + value: 29.65039484236962 - type: nauc_mrr_at_10_diff1 - value: 49.50157932873256 + value: 12.46327367923585 - type: nauc_mrr_at_10_max - value: 65.88227845429796 + value: 36.671369778214725 - type: nauc_mrr_at_10_std - value: 70.87422352601853 + value: 29.65039484236962 - type: nauc_mrr_at_1_diff1 - value: 44.82872563057607 + value: 6.319535622970017 - type: nauc_mrr_at_1_max - value: 70.45930168520755 + value: 33.71225209038767 - type: nauc_mrr_at_1_std - value: 69.88104416785988 + value: 25.834427475640904 - type: nauc_mrr_at_20_diff1 - value: 49.418158929182006 + value: 12.46327367923585 - type: nauc_mrr_at_20_max - value: 67.05328023364747 + value: 36.671369778214725 - type: nauc_mrr_at_20_std - value: 70.85520896614209 + value: 29.65039484236962 - type: nauc_mrr_at_3_diff1 - value: 49.71407489393107 + value: 14.027551353113887 - type: nauc_mrr_at_3_max - value: 67.77215590165227 + value: 38.329801108575204 - type: nauc_mrr_at_3_std - value: 72.72379898279185 + value: 29.922562764916822 - type: nauc_mrr_at_5_diff1 - value: 50.328834220772976 + value: 14.272859057946812 - type: nauc_mrr_at_5_max - value: 66.34746357369875 + value: 36.26521327614547 - type: nauc_mrr_at_5_std - value: 71.51800332961842 + value: 30.35143151694706 - type: nauc_ndcg_at_1000_diff1 - value: -11.723371568664843 + value: 11.430252629811264 - type: nauc_ndcg_at_1000_max - value: 53.41150083076567 + value: 54.72660044236807 - type: nauc_ndcg_at_1000_std - value: 81.94372023908832 + value: 78.30081415388416 - type: nauc_ndcg_at_100_diff1 - value: -15.990454633114279 + value: 0.3033147120555255 - type: nauc_ndcg_at_100_max - value: 45.35431514782352 + value: 44.79981966050289 - type: nauc_ndcg_at_100_std - value: 75.73014493320755 + value: 70.8722962407257 - type: nauc_ndcg_at_10_diff1 - value: 4.30050518239422 + value: 13.708493191967316 - type: nauc_ndcg_at_10_max - value: 50.83631607203189 + value: 45.58714259949 - type: nauc_ndcg_at_10_std - value: 63.1087699434136 + value: 54.25312608750681 - type: nauc_ndcg_at_1_diff1 - value: 17.206529677661354 + value: 14.13764957725658 - type: nauc_ndcg_at_1_max - value: 62.14050255620695 + value: 35.89238137772783 - type: nauc_ndcg_at_1_std - value: 64.51116243264046 + value: 26.159271864845252 - type: nauc_ndcg_at_20_diff1 - value: -5.9182205607515685 + value: 10.821994469339833 - type: nauc_ndcg_at_20_max - value: 49.12802457140552 + value: 49.655194522856874 - type: nauc_ndcg_at_20_std - value: 68.77672262568693 + value: 59.38126671218269 - type: nauc_ndcg_at_3_diff1 - value: 22.158007969692125 + value: 21.715565312196077 - type: nauc_ndcg_at_3_max - value: 48.17593837968984 + value: 43.75654188258407 - type: nauc_ndcg_at_3_std - value: 58.4991887813489 + value: 43.06565426451109 - type: nauc_ndcg_at_5_diff1 - value: 16.89487399786786 + value: 23.655719788636784 - type: nauc_ndcg_at_5_max - value: 46.752900245009414 + value: 43.918620576813254 - type: nauc_ndcg_at_5_std - value: 60.870638593862914 + value: 43.25044045865146 - type: nauc_precision_at_1000_diff1 - value: -24.67751088399524 + value: -7.801822177721561 - type: nauc_precision_at_1000_max - value: 42.70887481946044 + value: 39.258818089435316 - type: nauc_precision_at_1000_std - value: 49.219386318590566 + value: 51.66205821260089 - type: nauc_precision_at_100_diff1 - value: -19.829901963316278 + value: -4.119704756180739 - type: nauc_precision_at_100_max - value: 44.4613898680245 + value: 39.712338903322255 - type: nauc_precision_at_100_std - value: 74.8829067578589 + value: 72.21641244608408 - type: nauc_precision_at_10_diff1 - value: -0.6759004971171398 + value: 8.444233068337487 - type: nauc_precision_at_10_max - value: 52.16154071543153 + value: 42.4676899985165 - type: nauc_precision_at_10_std - value: 62.98886080224083 + value: 56.826333196617604 - type: nauc_precision_at_1_diff1 - value: 44.82872563057607 + value: 6.319535622970017 - type: nauc_precision_at_1_max - value: 70.45930168520755 + value: 33.71225209038767 - type: nauc_precision_at_1_std - value: 69.88104416785988 + value: 25.834427475640904 - type: nauc_precision_at_20_diff1 - value: -11.458671607862547 + value: 5.9351451055270665 - type: nauc_precision_at_20_max - value: 49.71202888307331 + value: 48.44119310018816 - type: nauc_precision_at_20_std - value: 71.79100842422972 + value: 59.5595391474413 - type: nauc_precision_at_3_diff1 - value: 30.23048096153466 + value: 20.49183589553138 - type: nauc_precision_at_3_max - value: 48.24954855245538 + value: 43.97209215954164 - type: nauc_precision_at_3_std - value: 54.344575833478935 + value: 43.38846811953682 - type: nauc_precision_at_5_diff1 - value: 13.925893655561437 + value: 23.91193541491969 - type: nauc_precision_at_5_max - value: 46.23506752573775 + value: 42.89037965109586 - type: nauc_precision_at_5_std - value: 59.610666544378944 + value: 43.85307223071737 - type: nauc_recall_at_1000_diff1 - value: -13.691809447793393 + value: 14.852243091307962 - type: nauc_recall_at_1000_max - value: 50.39633577248049 + value: 52.716143146467246 - type: nauc_recall_at_1000_std - value: 76.65225154588104 + value: 75.96395414412834 - type: nauc_recall_at_100_diff1 - value: 4.67778695632382 + value: 15.714854209882853 - type: nauc_recall_at_100_max - value: 30.19071079451134 + value: 36.02809107498271 - type: nauc_recall_at_100_std - value: 65.03682595699173 + value: 69.13542905710189 - type: nauc_recall_at_10_diff1 - value: 26.24600831247693 + value: 21.595214483052263 - type: nauc_recall_at_10_max - value: 22.235399614875632 + value: 30.858824962274056 - type: nauc_recall_at_10_std - value: 27.653841671594176 + value: 32.41949976903557 - type: nauc_recall_at_1_diff1 - value: 33.44422662406722 + value: 21.506439684761883 - type: nauc_recall_at_1_max - value: 18.58849173002632 + value: 28.484715735575577 - type: nauc_recall_at_1_std - value: 23.001195148863555 + value: 9.63153171871658 - type: nauc_recall_at_20_diff1 - value: 19.13211263378722 + value: 26.088109678326145 - type: nauc_recall_at_20_max - value: 26.697525172621827 + value: 39.30741232084537 - type: nauc_recall_at_20_std - value: 40.9095035359023 + value: 35.63530214277264 - type: nauc_recall_at_3_diff1 - value: 30.47343886364865 + value: 30.069120349407143 - type: nauc_recall_at_3_max - value: 12.854379330237647 + value: 30.61753190304264 - type: nauc_recall_at_3_std - value: 14.711252261798258 + value: 18.336355866759682 - type: nauc_recall_at_5_diff1 - value: 28.344400535065112 + value: 31.512613211529615 - type: nauc_recall_at_5_max - value: 14.755638630484144 + value: 30.43538310477602 - type: nauc_recall_at_5_std - value: 15.864031786019787 + value: 19.67467281491149 - type: ndcg_at_1 - value: 72.0 + value: 61.0 - type: ndcg_at_10 - value: 69.244 + value: 56.919 - type: ndcg_at_100 - value: 50.834 + value: 44.4 - type: ndcg_at_1000 - value: 45.535 + value: 42.588 - type: ndcg_at_20 - value: 65.676 + value: 54.266999999999996 - type: ndcg_at_3 - value: 73.776 + value: 58.765 - type: ndcg_at_5 - value: 72.715 + value: 58.553 - type: precision_at_1 - value: 82.0 + value: 68.0 - type: precision_at_10 - value: 73.6 + value: 62.0 - type: precision_at_100 - value: 52.22 + value: 45.839999999999996 - type: precision_at_1000 - value: 20.380000000000003 + value: 19.31 - type: precision_at_20 - value: 69.0 + value: 58.199999999999996 - type: precision_at_3 - value: 81.333 + value: 66.667 - type: precision_at_5 - value: 79.2 + value: 64.8 - type: recall_at_1 - value: 0.216 + value: 0.17600000000000002 - type: recall_at_10 - value: 1.8900000000000001 + value: 1.637 - type: recall_at_100 - value: 12.359 + value: 10.764999999999999 - type: recall_at_1000 - value: 42.791000000000004 + value: 40.766999999999996 - type: recall_at_20 - value: 3.44 + value: 2.983 - type: recall_at_3 - value: 0.653 + value: 0.5519999999999999 - type: recall_at_5 - value: 1.048 + value: 0.8829999999999999 task: type: Retrieval - dataset: @@ -18002,13 +18572,13 @@ model-index: type: ai-forever/cedr-classification metrics: - type: accuracy - value: 43.29968119022317 + value: 42.15727948990436 - type: f1 - value: 41.112000768648386 + value: 39.09194730362947 - type: lrap - value: 72.06216790648348 + value: 71.07199787460253 - type: main_score - value: 43.29968119022317 + value: 42.15727948990436 task: type: MultilabelClassification - dataset: @@ -18019,13 +18589,13 @@ model-index: type: ai-forever/georeview-classification metrics: - type: accuracy - value: 52.0361328125 + value: 47.685546875 - type: f1 - value: 47.84397823612054 + value: 42.201867616479085 - type: f1_weighted - value: 47.84111706041435 + value: 42.20127250813618 - type: main_score - value: 52.0361328125 + value: 47.685546875 task: type: Classification - dataset: @@ -18036,11 +18606,11 @@ model-index: type: ai-forever/georeview-clustering-p2p metrics: - type: main_score - value: 60.28266888390485 + value: 63.39849666467603 - type: v_measure - value: 60.28266888390485 + value: 63.39849666467603 - type: v_measure_std - value: 1.0348363132473835 + value: 0.4433669974776044 task: type: Clustering - dataset: @@ -18051,13 +18621,13 @@ model-index: type: ai-forever/headline-classification metrics: - type: accuracy - value: 83.4033203125 + value: 83.45703125 - type: f1 - value: 83.39708551274371 + value: 83.44147121320216 - type: f1_weighted - value: 83.39502222187862 + value: 83.43953816781061 - type: main_score - value: 83.4033203125 + value: 83.45703125 task: type: Classification - dataset: @@ -18068,17 +18638,17 @@ model-index: type: ai-forever/inappropriateness-classification metrics: - type: accuracy - value: 64.140625 + value: 61.318359375 - type: ap - value: 59.28880813167948 + value: 57.103049962056815 - type: ap_weighted - value: 59.28880813167948 + value: 57.103049962056815 - type: f1 - value: 63.72032598814496 + value: 60.69364450664112 - type: f1_weighted - value: 63.72032598814496 + value: 60.69364450664112 - type: main_score - value: 64.140625 + value: 61.318359375 task: type: Classification - dataset: @@ -18089,13 +18659,13 @@ model-index: type: ai-forever/kinopoisk-sentiment-classification metrics: - type: accuracy - value: 63.15333333333333 + value: 59.040000000000006 - type: f1 - value: 59.395986541732384 + value: 55.63433742720159 - type: f1_weighted - value: 59.395986541732384 + value: 55.63433742720159 - type: main_score - value: 63.15333333333333 + value: 59.040000000000006 task: type: Classification - dataset: @@ -18106,231 +18676,231 @@ model-index: type: miracl/mmteb-miracl-reranking metrics: - type: MAP@1(MIRACL) - value: 29.732999999999997 + value: 29.729 - type: MAP@10(MIRACL) - value: 48.333 + value: 48.713 - type: MAP@100(MIRACL) - value: 50.517 + value: 50.792 - type: MAP@1000(MIRACL) - value: 50.517 + value: 50.792 - type: MAP@20(MIRACL) - value: 49.85 + value: 50.197 - type: MAP@3(MIRACL) - value: 41.843 + value: 41.8 - type: MAP@5(MIRACL) - value: 45.323 + value: 45.706 - type: NDCG@1(MIRACL) - value: 48.436 + value: 49.158 - type: NDCG@10(MIRACL) - value: 56.111999999999995 + value: 56.550999999999995 - type: NDCG@100(MIRACL) - value: 60.617 + value: 60.829 - type: NDCG@1000(MIRACL) - value: 60.617 + value: 60.829 - type: NDCG@20(MIRACL) - value: 58.826 + value: 59.229 - type: NDCG@3(MIRACL) - value: 50.483999999999995 + value: 50.397000000000006 - type: NDCG@5(MIRACL) - value: 52.61 + value: 53.105000000000004 - type: P@1(MIRACL) - value: 48.436 + value: 49.158 - type: P@10(MIRACL) - value: 14.667 + value: 14.908 - type: P@100(MIRACL) value: 1.9529999999999998 - type: P@1000(MIRACL) value: 0.19499999999999998 - type: P@20(MIRACL) - value: 8.665000000000001 + value: 8.753 - type: P@3(MIRACL) - value: 31.302000000000003 + value: 31.061 - type: P@5(MIRACL) - value: 23.384 + value: 23.785 - type: Recall@1(MIRACL) - value: 29.732999999999997 + value: 29.729 - type: Recall@10(MIRACL) - value: 66.532 + value: 67.223 - type: Recall@100(MIRACL) value: 79.952 - type: Recall@1000(MIRACL) value: 79.952 - type: Recall@20(MIRACL) - value: 73.75 + value: 74.417 - type: Recall@3(MIRACL) - value: 49.541000000000004 + value: 49.073 - type: Recall@5(MIRACL) - value: 57.389 + value: 58.094 - type: main_score - value: 56.111999999999995 + value: 56.550999999999995 - type: nAUC_MAP@1000_diff1(MIRACL) - value: 15.8510181843185 + value: 19.222716664871324 - type: nAUC_MAP@1000_max(MIRACL) - value: 27.452155305037095 + value: 28.91315309273525 - type: nAUC_MAP@1000_std(MIRACL) - value: 15.147015882448075 + value: 15.773770301363973 - type: nAUC_MAP@100_diff1(MIRACL) - value: 15.8510181843185 + value: 19.222716664871324 - type: nAUC_MAP@100_max(MIRACL) - value: 27.452155305037095 + value: 28.91315309273525 - type: nAUC_MAP@100_std(MIRACL) - value: 15.147015882448075 + value: 15.773770301363973 - type: nAUC_MAP@10_diff1(MIRACL) - value: 17.808742699385363 + value: 21.16716217839532 - type: nAUC_MAP@10_max(MIRACL) - value: 25.21217663908093 + value: 26.58073750952478 - type: nAUC_MAP@10_std(MIRACL) - value: 13.970995033749716 + value: 14.98546699381452 - type: nAUC_MAP@1_diff1(MIRACL) - value: 34.30066727981356 + value: 37.50928508734578 - type: nAUC_MAP@1_max(MIRACL) - value: 11.096793012814972 + value: 13.158704351998995 - type: nAUC_MAP@1_std(MIRACL) - value: 4.298644702770651 + value: 4.422878276220556 - type: nAUC_MAP@20_diff1(MIRACL) - value: 16.499957004860978 + value: 19.951045759045467 - type: nAUC_MAP@20_max(MIRACL) - value: 26.676987318433714 + value: 28.25165991244302 - type: nAUC_MAP@20_std(MIRACL) - value: 15.166175199040485 + value: 15.850363419877105 - type: nAUC_MAP@3_diff1(MIRACL) - value: 23.797870452650084 + value: 27.774164479669988 - type: nAUC_MAP@3_max(MIRACL) - value: 18.20460307122738 + value: 20.738889611307496 - type: nAUC_MAP@3_std(MIRACL) - value: 8.985118628338126 + value: 9.22491952318088 - type: nAUC_MAP@5_diff1(MIRACL) - value: 20.549029352694866 + value: 23.86089217267443 - type: nAUC_MAP@5_max(MIRACL) - value: 21.528805328834324 + value: 23.19878810494586 - type: nAUC_MAP@5_std(MIRACL) - value: 11.131951589460492 + value: 11.851875808858123 - type: nAUC_NDCG@1000_diff1(MIRACL) - value: 5.973372149854828 + value: 9.459016218726891 - type: nAUC_NDCG@1000_max(MIRACL) - value: 36.70565868748619 + value: 38.018030050210896 - type: nAUC_NDCG@1000_std(MIRACL) - value: 19.551007976769245 + value: 20.555997574199246 - type: nAUC_NDCG@100_diff1(MIRACL) - value: 5.973372149854828 + value: 9.459016218726891 - type: nAUC_NDCG@100_max(MIRACL) - value: 36.70565868748619 + value: 38.018030050210896 - type: nAUC_NDCG@100_std(MIRACL) - value: 19.551007976769245 + value: 20.555997574199246 - type: nAUC_NDCG@10_diff1(MIRACL) - value: 10.894100451667919 + value: 14.2494195957649 - type: nAUC_NDCG@10_max(MIRACL) - value: 31.735109695399416 + value: 32.87676976986289 - type: nAUC_NDCG@10_std(MIRACL) - value: 17.674556265190706 + value: 19.469852065776976 - type: nAUC_NDCG@1_diff1(MIRACL) - value: 22.04892839322977 + value: 23.312659021070818 - type: nAUC_NDCG@1_max(MIRACL) - value: 32.51034181981298 + value: 31.554119919664593 - type: nAUC_NDCG@1_std(MIRACL) - value: 14.343760356007765 + value: 17.533789813864466 - type: nAUC_NDCG@20_diff1(MIRACL) - value: 8.074119776676103 + value: 11.694064829915717 - type: nAUC_NDCG@20_max(MIRACL) - value: 34.52221220694718 + value: 36.12122229242797 - type: nAUC_NDCG@20_std(MIRACL) - value: 19.94006423667 + value: 20.886325245384313 - type: nAUC_NDCG@3_diff1(MIRACL) - value: 16.284195830367825 + value: 19.70964037059834 - type: nAUC_NDCG@3_max(MIRACL) - value: 26.521965826220352 + value: 28.271224651385758 - type: nAUC_NDCG@3_std(MIRACL) - value: 13.850033289666094 + value: 14.182889320426757 - type: nAUC_NDCG@5_diff1(MIRACL) - value: 14.362693198633952 + value: 17.143482434537635 - type: nAUC_NDCG@5_max(MIRACL) - value: 27.781809390068872 + value: 28.911278684121744 - type: nAUC_NDCG@5_std(MIRACL) - value: 14.879808284537981 + value: 15.83019582479379 - type: nAUC_P@1000_diff1(MIRACL) - value: -27.606682296231373 + value: -28.806220159210838 - type: nAUC_P@1000_max(MIRACL) - value: 33.03084251491326 + value: 30.19137414854295 - type: nAUC_P@1000_std(MIRACL) - value: 15.674013757663898 + value: 15.577217138606922 - type: nAUC_P@100_diff1(MIRACL) - value: -27.606682296231327 + value: -28.8062201592108 - type: nAUC_P@100_max(MIRACL) - value: 33.03084251491332 + value: 30.191374148543016 - type: nAUC_P@100_std(MIRACL) - value: 15.674013757663937 + value: 15.577217138606963 - type: nAUC_P@10_diff1(MIRACL) - value: -23.575685602922174 + value: -23.950963396253567 - type: nAUC_P@10_max(MIRACL) - value: 36.72548498655645 + value: 32.31620562041691 - type: nAUC_P@10_std(MIRACL) - value: 21.317694028285104 + value: 22.76652888514141 - type: nAUC_P@1_diff1(MIRACL) - value: 22.04892839322977 + value: 23.312659021070818 - type: nAUC_P@1_max(MIRACL) - value: 32.51034181981298 + value: 31.554119919664593 - type: nAUC_P@1_std(MIRACL) - value: 14.343760356007765 + value: 17.533789813864466 - type: nAUC_P@20_diff1(MIRACL) - value: -26.064734965649322 + value: -26.522109242426172 - type: nAUC_P@20_max(MIRACL) - value: 34.10936682680113 + value: 31.490097667881027 - type: nAUC_P@20_std(MIRACL) - value: 20.31615496254574 + value: 20.51757471839622 - type: nAUC_P@3_diff1(MIRACL) - value: -10.903444655544746 + value: -8.494670555442749 - type: nAUC_P@3_max(MIRACL) - value: 34.33585029049373 + value: 33.197306356212295 - type: nAUC_P@3_std(MIRACL) - value: 18.620142249622834 + value: 18.96447162170764 - type: nAUC_P@5_diff1(MIRACL) - value: -18.454884144221385 + value: -19.15325386641154 - type: nAUC_P@5_max(MIRACL) - value: 35.620428961110036 + value: 31.846463690427683 - type: nAUC_P@5_std(MIRACL) - value: 20.265460635926893 + value: 20.914296846825028 - type: nAUC_Recall@1000_diff1(MIRACL) - value: -28.25716669219796 + value: -22.62644777038629 - type: nAUC_Recall@1000_max(MIRACL) - value: 59.88673755432144 + value: 63.09417027858301 - type: nAUC_Recall@1000_std(MIRACL) - value: 29.916576785101622 + value: 31.96936126619333 - type: nAUC_Recall@100_diff1(MIRACL) - value: -28.25716669219796 + value: -22.62644777038629 - type: nAUC_Recall@100_max(MIRACL) - value: 59.88673755432144 + value: 63.09417027858301 - type: nAUC_Recall@100_std(MIRACL) - value: 29.916576785101622 + value: 31.96936126619333 - type: nAUC_Recall@10_diff1(MIRACL) - value: -2.5731369116803466 + value: 1.389536667314163 - type: nAUC_Recall@10_max(MIRACL) - value: 34.37108435281944 + value: 36.80168430587649 - type: nAUC_Recall@10_std(MIRACL) - value: 20.744457001608925 + value: 24.6096121100626 - type: nAUC_Recall@1_diff1(MIRACL) - value: 34.30066727981356 + value: 37.50928508734578 - type: nAUC_Recall@1_max(MIRACL) - value: 11.096793012814972 + value: 13.158704351998995 - type: nAUC_Recall@1_std(MIRACL) - value: 4.298644702770651 + value: 4.422878276220556 - type: nAUC_Recall@20_diff1(MIRACL) - value: -13.667980220614172 + value: -8.586661617880036 - type: nAUC_Recall@20_max(MIRACL) - value: 44.947659106700044 + value: 48.977640900606715 - type: nAUC_Recall@20_std(MIRACL) - value: 29.413435369376923 + value: 30.787733282193763 - type: nAUC_Recall@3_diff1(MIRACL) - value: 15.838199908854786 + value: 20.85452801657472 - type: nAUC_Recall@3_max(MIRACL) - value: 17.368565662731196 + value: 20.457796008702196 - type: nAUC_Recall@3_std(MIRACL) - value: 10.538072940876807 + value: 10.422494162066547 - type: nAUC_Recall@5_diff1(MIRACL) - value: 8.199967584892176 + value: 11.294860119295114 - type: nAUC_Recall@5_max(MIRACL) - value: 23.500985460573578 + value: 24.55554040640634 - type: nAUC_Recall@5_std(MIRACL) - value: 13.477424183539433 + value: 15.07523755007524 task: type: Reranking - dataset: @@ -18341,287 +18911,287 @@ model-index: type: miracl/mmteb-miracl metrics: - type: main_score - value: 52.211 + value: 53.33 - type: map_at_1 - value: 23.238 + value: 23.51 - type: map_at_10 - value: 41.559000000000005 + value: 42.506 - type: map_at_100 - value: 44.757999999999996 + value: 45.727000000000004 - type: map_at_1000 - value: 44.861000000000004 + value: 45.824 - type: map_at_20 - value: 43.461 + value: 44.482 - type: map_at_3 - value: 34.593 + value: 34.903 - type: map_at_5 - value: 38.056 + value: 38.924 - type: mrr_at_1 - value: 47.04472843450479 + value: 47.52396166134185 - type: mrr_at_10 - value: 59.587485420153286 + value: 60.53929585678796 - type: mrr_at_100 - value: 60.17662556783717 + value: 61.08405013111772 - type: mrr_at_1000 - value: 60.1850174860852 + value: 61.090960329457786 - type: mrr_at_20 - value: 60.003979383733544 + value: 60.942355859942886 - type: mrr_at_3 - value: 56.62939297124608 + value: 57.21512247071355 - type: mrr_at_5 - value: 58.33067092651768 + value: 59.423588924387715 - type: nauc_map_at_1000_diff1 - value: 26.665139374258256 + value: 27.9258851452338 - type: nauc_map_at_1000_max - value: 20.20801190375824 + value: 23.91526202439492 - type: nauc_map_at_1000_std - value: 3.35434510540552 + value: 1.9886186316328294 - type: nauc_map_at_100_diff1 - value: 26.691816652639787 + value: 27.950443502043935 - type: nauc_map_at_100_max - value: 20.193510183457917 + value: 23.91952747895155 - type: nauc_map_at_100_std - value: 3.371679544337864 + value: 1.9828664117240875 - type: nauc_map_at_10_diff1 - value: 27.24904607990151 + value: 28.591900542084257 - type: nauc_map_at_10_max - value: 18.26589731339405 + value: 22.26715273276218 - type: nauc_map_at_10_std - value: 1.0177924180874538 + value: -0.2905582006620209 - type: nauc_map_at_1_diff1 - value: 34.53595808193455 + value: 36.29159533442582 - type: nauc_map_at_1_max - value: 10.970155439499656 + value: 14.017798723971604 - type: nauc_map_at_1_std - value: -3.8626873246816373 + value: -4.135744714942541 - type: nauc_map_at_20_diff1 - value: 26.8513788979128 + value: 28.227642002703888 - type: nauc_map_at_20_max - value: 19.367475736662428 + value: 23.31288716904143 - type: nauc_map_at_20_std - value: 2.2475091146613564 + value: 0.8608305708684871 - type: nauc_map_at_3_diff1 - value: 28.911815196615866 + value: 31.25854158298961 - type: nauc_map_at_3_max - value: 15.474121149651292 + value: 19.94828898205679 - type: nauc_map_at_3_std - value: -1.0664535264565158 + value: -3.055128116323982 - type: nauc_map_at_5_diff1 - value: 27.772031743222787 + value: 29.569541485869138 - type: nauc_map_at_5_max - value: 16.241638808384145 + value: 20.295566102579233 - type: nauc_map_at_5_std - value: -0.6044307972013538 + value: -2.0623859574064496 - type: nauc_mrr_at_1000_diff1 - value: 26.66563442138901 + value: 27.361661005387717 - type: nauc_mrr_at_1000_max - value: 27.74734004586503 + value: 29.835566057491185 - type: nauc_mrr_at_1000_std - value: 10.663042801330587 + value: 9.18992468804867 - type: nauc_mrr_at_100_diff1 - value: 26.66809693875436 + value: 27.364549933483367 - type: nauc_mrr_at_100_max - value: 27.7565667281779 + value: 29.841000191685662 - type: nauc_mrr_at_100_std - value: 10.671838040923266 + value: 9.201936238611633 - type: nauc_mrr_at_10_diff1 - value: 26.587658592417736 + value: 27.091315668645876 - type: nauc_mrr_at_10_max - value: 27.872712998242328 + value: 30.083804137944814 - type: nauc_mrr_at_10_std - value: 10.979716151856918 + value: 9.295940302357145 - type: nauc_mrr_at_1_diff1 - value: 29.30751401472168 + value: 30.096520602983773 - type: nauc_mrr_at_1_max - value: 24.98212676568516 + value: 25.92117667316542 - type: nauc_mrr_at_1_std - value: 6.094206809391165 + value: 6.628159094331555 - type: nauc_mrr_at_20_diff1 - value: 26.52396413399926 + value: 27.26907735403706 - type: nauc_mrr_at_20_max - value: 27.720568784204847 + value: 29.91703823542895 - type: nauc_mrr_at_20_std - value: 10.749903126459412 + value: 9.220168448561815 - type: nauc_mrr_at_3_diff1 - value: 26.993782403961802 + value: 27.132416524688672 - type: nauc_mrr_at_3_max - value: 27.810128603605342 + value: 29.879006809416147 - type: nauc_mrr_at_3_std - value: 10.526250026174825 + value: 8.495778638777473 - type: nauc_mrr_at_5_diff1 - value: 26.491056284663404 + value: 27.164544736044938 - type: nauc_mrr_at_5_max - value: 27.938292238745838 + value: 29.756896839148844 - type: nauc_mrr_at_5_std - value: 10.620036152236098 + value: 8.697141135185072 - type: nauc_ndcg_at_1000_diff1 - value: 24.743263734342236 + value: 25.711789502779325 - type: nauc_ndcg_at_1000_max - value: 25.632023742967196 + value: 28.742258668080943 - type: nauc_ndcg_at_1000_std - value: 9.54979482991325 + value: 8.197781962071534 - type: nauc_ndcg_at_100_diff1 - value: 24.884477288371073 + value: 25.844850932804846 - type: nauc_ndcg_at_100_max - value: 25.856099754401797 + value: 29.043525248699453 - type: nauc_ndcg_at_100_std - value: 10.275002448873611 + value: 8.810501750069859 - type: nauc_ndcg_at_10_diff1 - value: 25.813663674330005 + value: 26.47161747010468 - type: nauc_ndcg_at_10_max - value: 21.4632558325771 + value: 25.36709975989015 - type: nauc_ndcg_at_10_std - value: 4.793772488457711 + value: 3.070985924814878 - type: nauc_ndcg_at_1_diff1 - value: 29.30751401472168 + value: 30.096520602983773 - type: nauc_ndcg_at_1_max - value: 24.98212676568516 + value: 25.92117667316542 - type: nauc_ndcg_at_1_std - value: 6.094206809391165 + value: 6.628159094331555 - type: nauc_ndcg_at_20_diff1 - value: 24.96712085611002 + value: 26.329559310197325 - type: nauc_ndcg_at_20_max - value: 23.176681160212546 + value: 27.252374736353723 - type: nauc_ndcg_at_20_std - value: 6.936886476037671 + value: 5.279499913033636 - type: nauc_ndcg_at_3_diff1 - value: 25.475637018641205 + value: 26.382469083855774 - type: nauc_ndcg_at_3_max - value: 22.040672063815855 + value: 25.667817557434446 - type: nauc_ndcg_at_3_std - value: 5.327531594448605 + value: 2.722781380568278 - type: nauc_ndcg_at_5_diff1 - value: 25.70702625003538 + value: 26.63587958392066 - type: nauc_ndcg_at_5_max - value: 20.273499330943313 + value: 24.012746599673562 - type: nauc_ndcg_at_5_std - value: 3.733783938564952 + value: 1.875533584617588 - type: nauc_precision_at_1000_diff1 - value: -14.918023025551047 + value: -16.886796017740146 - type: nauc_precision_at_1000_max - value: 18.668936317187704 + value: 13.452350695770388 - type: nauc_precision_at_1000_std - value: 19.15643973163778 + value: 20.253057030417295 - type: nauc_precision_at_100_diff1 - value: -12.902497092152561 + value: -15.676681024836736 - type: nauc_precision_at_100_max - value: 22.117700522212857 + value: 17.21039273342314 - type: nauc_precision_at_100_std - value: 23.367379142816734 + value: 23.503219057796482 - type: nauc_precision_at_10_diff1 - value: -3.319884895143968 + value: -7.353821346474632 - type: nauc_precision_at_10_max - value: 25.207453700919412 + value: 22.963099870525657 - type: nauc_precision_at_10_std - value: 16.768944029523773 + value: 16.75138999512155 - type: nauc_precision_at_1_diff1 - value: 29.30751401472168 + value: 30.096520602983773 - type: nauc_precision_at_1_max - value: 24.98212676568516 + value: 25.92117667316542 - type: nauc_precision_at_1_std - value: 6.094206809391165 + value: 6.628159094331555 - type: nauc_precision_at_20_diff1 - value: -8.101925051455304 + value: -11.020811644697545 - type: nauc_precision_at_20_max - value: 23.93155685736234 + value: 21.625978665259115 - type: nauc_precision_at_20_std - value: 19.599852197885983 + value: 20.005095685790348 - type: nauc_precision_at_3_diff1 - value: 8.604157546918138 + value: 7.003507657338856 - type: nauc_precision_at_3_max - value: 26.8274074367336 + value: 27.73371213700131 - type: nauc_precision_at_3_std - value: 13.210078569814973 + value: 9.668915001732463 - type: nauc_precision_at_5_diff1 - value: 2.0240126571446004 + value: -1.715206180870653 - type: nauc_precision_at_5_max - value: 25.068271323836683 + value: 24.29609734679536 - type: nauc_precision_at_5_std - value: 13.423044252359 + value: 13.402584423111977 - type: nauc_recall_at_1000_diff1 - value: 2.5057442905176264 + value: 17.28590002253731 - type: nauc_recall_at_1000_max - value: 57.765040045333485 + value: 68.10425916894825 - type: nauc_recall_at_1000_std - value: 75.40225417846978 + value: 73.8411367347451 - type: nauc_recall_at_100_diff1 - value: 13.982399962667946 + value: 18.442237799863165 - type: nauc_recall_at_100_max - value: 36.06499090419987 + value: 39.59374558744695 - type: nauc_recall_at_100_std - value: 38.55877836909554 + value: 38.54186929047189 - type: nauc_recall_at_10_diff1 - value: 19.09907433139298 + value: 19.243325372129107 - type: nauc_recall_at_10_max - value: 14.320755651797818 + value: 19.111906153501202 - type: nauc_recall_at_10_std - value: 3.68835109545608 + value: 0.8737992988209908 - type: nauc_recall_at_1_diff1 - value: 34.53595808193455 + value: 36.29159533442582 - type: nauc_recall_at_1_max - value: 10.970155439499656 + value: 14.017798723971604 - type: nauc_recall_at_1_std - value: -3.8626873246816373 + value: -4.135744714942541 - type: nauc_recall_at_20_diff1 - value: 15.80854510984775 + value: 19.01527783708535 - type: nauc_recall_at_20_max - value: 17.20627614536354 + value: 22.731910630901435 - type: nauc_recall_at_20_std - value: 9.028188051323042 + value: 5.981218642323668 - type: nauc_recall_at_3_diff1 - value: 23.88853757885772 + value: 25.892436310762985 - type: nauc_recall_at_3_max - value: 13.29954353582913 + value: 18.9097432217694 - type: nauc_recall_at_3_std - value: -0.42190904806759966 + value: -3.8494373478485033 - type: nauc_recall_at_5_diff1 - value: 20.720312115028822 + value: 22.032856212342626 - type: nauc_recall_at_5_max - value: 12.324541527710025 + value: 16.22066351445006 - type: nauc_recall_at_5_std - value: -0.19420222400103399 + value: -3.416429358868604 - type: ndcg_at_1 - value: 47.044999999999995 + value: 47.524 - type: ndcg_at_10 - value: 52.211 + value: 53.33 - type: ndcg_at_100 - value: 60.777 + value: 61.746 - type: ndcg_at_1000 - value: 61.951 + value: 62.803 - type: ndcg_at_20 - value: 56.215 + value: 57.498000000000005 - type: ndcg_at_3 - value: 45.871 + value: 46.204 - type: ndcg_at_5 - value: 47.643 + value: 48.824 - type: precision_at_1 - value: 47.044999999999995 + value: 47.524 - type: precision_at_10 - value: 16.062 + value: 16.478 - type: precision_at_100 - value: 2.563 + value: 2.5860000000000003 - type: precision_at_1000 - value: 0.27899999999999997 + value: 0.27799999999999997 - type: precision_at_20 - value: 9.9 + value: 10.12 - type: precision_at_3 - value: 31.575999999999997 + value: 31.735999999999997 - type: precision_at_5 - value: 24.153 + value: 24.951999999999998 - type: recall_at_1 - value: 23.238 + value: 23.51 - type: recall_at_10 - value: 63.479 + value: 64.98899999999999 - type: recall_at_100 - value: 91.51899999999999 + value: 92.241 - type: recall_at_1000 - value: 97.906 + value: 97.929 - type: recall_at_20 - value: 74.705 + value: 76.822 - type: recall_at_3 - value: 42.082 + value: 42.126000000000005 - type: recall_at_5 - value: 50.708 + value: 52.449 task: type: Retrieval - dataset: @@ -18632,13 +19202,13 @@ model-index: type: mteb/amazon_massive_intent metrics: - type: accuracy - value: 68.61466039004706 + value: 60.08069939475453 - type: f1 - value: 63.790707574282045 + value: 56.18556634916303 - type: f1_weighted - value: 67.28456899088164 + value: 58.60322135027107 - type: main_score - value: 68.61466039004706 + value: 60.08069939475453 task: type: Classification - dataset: @@ -18649,13 +19219,13 @@ model-index: type: mteb/amazon_massive_scenario metrics: - type: accuracy - value: 77.97579018157364 + value: 66.43913920645595 - type: f1 - value: 76.31497051309336 + value: 66.11191203959372 - type: f1_weighted - value: 77.54198422119202 + value: 65.72977001101279 - type: main_score - value: 77.97579018157364 + value: 66.43913920645595 task: type: Classification - dataset: @@ -18666,23 +19236,23 @@ model-index: type: merionum/ru_paraphraser metrics: - type: cosine_pearson - value: 62.072853635744465 + value: 61.89012659088028 - type: cosine_spearman - value: 68.32627155640247 + value: 68.53279563915628 - type: euclidean_pearson - value: 65.56072460948485 + value: 65.64255392938036 - type: euclidean_spearman - value: 68.32632364995054 + value: 68.53279561028907 - type: main_score - value: 68.32627155640247 + value: 68.53279563915628 - type: manhattan_pearson - value: 65.54799770948776 + value: 65.52758148688461 - type: manhattan_spearman - value: 68.2428132570697 + value: 68.32426605891132 - type: pearson - value: 62.072853635744465 + value: 61.89012659088028 - type: spearman - value: 68.32627155640247 + value: 68.53279563915628 task: type: STS - dataset: @@ -18693,287 +19263,287 @@ model-index: type: ai-forever/ria-news-retrieval metrics: - type: main_score - value: 79.42399999999999 + value: 77.425 - type: map_at_1 - value: 67.42 + value: 64.92 - type: map_at_10 - value: 75.81700000000001 + value: 73.646 - type: map_at_100 - value: 76.103 + value: 73.978 - type: map_at_1000 - value: 76.11099999999999 + value: 73.988 - type: map_at_20 - value: 76.011 + value: 73.872 - type: map_at_3 - value: 74.38 + value: 72.128 - type: map_at_5 - value: 75.31400000000001 + value: 73.083 - type: mrr_at_1 - value: 67.42 + value: 64.92 - type: mrr_at_10 - value: 75.81702380952322 + value: 73.64593650793611 - type: mrr_at_100 - value: 76.10294206257022 + value: 73.97838585882688 - type: mrr_at_1000 - value: 76.11127333184083 + value: 73.98842757843987 - type: mrr_at_20 - value: 76.01092756817413 + value: 73.87221333104404 - type: mrr_at_3 - value: 74.37999999999947 + value: 72.12833333333288 - type: mrr_at_5 - value: 75.31449999999931 + value: 73.08333333333267 - type: nauc_map_at_1000_diff1 - value: 74.47312749692254 + value: 70.38564962754138 - type: nauc_map_at_1000_max - value: 24.255650636762592 + value: 30.718444075784006 - type: nauc_map_at_1000_std - value: -13.538045103707466 + value: -10.69552302626205 - type: nauc_map_at_100_diff1 - value: 74.46935527123232 + value: 70.37997156234715 - type: nauc_map_at_100_max - value: 24.260637479032273 + value: 30.725651745932925 - type: nauc_map_at_100_std - value: -13.526893488105108 + value: -10.685708218531655 - type: nauc_map_at_10_diff1 - value: 74.37904649319015 + value: 70.3374861437528 - type: nauc_map_at_10_max - value: 24.25477514829031 + value: 30.749168340301246 - type: nauc_map_at_10_std - value: -13.673101053529166 + value: -10.799483498655107 - type: nauc_map_at_1_diff1 - value: 77.41742450291483 + value: 73.9192388165348 - type: nauc_map_at_1_max - value: 21.561634939014 + value: 28.442543674061532 - type: nauc_map_at_1_std - value: -15.302925641163046 + value: -11.831889393493318 - type: nauc_map_at_20_diff1 - value: 74.44339113303336 + value: 70.34741729027523 - type: nauc_map_at_20_max - value: 24.281346979231508 + value: 30.734754088899564 - type: nauc_map_at_20_std - value: -13.533874833150467 + value: -10.686749277585324 - type: nauc_map_at_3_diff1 - value: 74.31017752460161 + value: 70.21568887706891 - type: nauc_map_at_3_max - value: 24.209272036097506 + value: 30.467074420623437 - type: nauc_map_at_3_std - value: -14.053104049162751 + value: -11.472218305675923 - type: nauc_map_at_5_diff1 - value: 74.42859541067173 + value: 70.34594531547204 - type: nauc_map_at_5_max - value: 24.16570861589971 + value: 30.754996331475464 - type: nauc_map_at_5_std - value: -13.948432311463257 + value: -11.084635295739732 - type: nauc_mrr_at_1000_diff1 - value: 74.47312785315074 + value: 70.38565025595047 - type: nauc_mrr_at_1000_max - value: 24.255652429274488 + value: 30.718444183775805 - type: nauc_mrr_at_1000_std - value: -13.538043692357599 + value: -10.695523162874768 - type: nauc_mrr_at_100_diff1 - value: 74.46935527123232 + value: 70.37997156234715 - type: nauc_mrr_at_100_max - value: 24.260637479032273 + value: 30.725651745932925 - type: nauc_mrr_at_100_std - value: -13.526893488105108 + value: -10.685708218531655 - type: nauc_mrr_at_10_diff1 - value: 74.37904649319015 + value: 70.3374861437528 - type: nauc_mrr_at_10_max - value: 24.25477514829031 + value: 30.749168340301246 - type: nauc_mrr_at_10_std - value: -13.673101053529166 + value: -10.799483498655107 - type: nauc_mrr_at_1_diff1 - value: 77.41742450291483 + value: 73.9192388165348 - type: nauc_mrr_at_1_max - value: 21.561634939014 + value: 28.442543674061532 - type: nauc_mrr_at_1_std - value: -15.302925641163046 + value: -11.831889393493318 - type: nauc_mrr_at_20_diff1 - value: 74.44339113303336 + value: 70.34741729027523 - type: nauc_mrr_at_20_max - value: 24.281346979231508 + value: 30.734754088899564 - type: nauc_mrr_at_20_std - value: -13.533874833150467 + value: -10.686749277585324 - type: nauc_mrr_at_3_diff1 - value: 74.31017752460161 + value: 70.21568887706891 - type: nauc_mrr_at_3_max - value: 24.209272036097506 + value: 30.467074420623437 - type: nauc_mrr_at_3_std - value: -14.053104049162751 + value: -11.472218305675923 - type: nauc_mrr_at_5_diff1 - value: 74.42859541067173 + value: 70.34594531547204 - type: nauc_mrr_at_5_max - value: 24.16570861589971 + value: 30.754996331475464 - type: nauc_mrr_at_5_std - value: -13.948432311463257 + value: -11.084635295739732 - type: nauc_ndcg_at_1000_diff1 - value: 73.67049349073889 + value: 69.33016198036992 - type: nauc_ndcg_at_1000_max - value: 25.36219767677513 + value: 31.609803090952298 - type: nauc_ndcg_at_1000_std - value: -12.018149673769434 + value: -9.411221613110152 - type: nauc_ndcg_at_100_diff1 - value: 73.52540106541404 + value: 69.13191582084188 - type: nauc_ndcg_at_100_max - value: 25.54104779422804 + value: 31.83693487089778 - type: nauc_ndcg_at_100_std - value: -11.596858470683141 + value: -9.0400895558464 - type: nauc_ndcg_at_10_diff1 - value: 73.13668875552696 + value: 68.89462773551026 - type: nauc_ndcg_at_10_max - value: 25.555285618887662 + value: 31.87478936924236 - type: nauc_ndcg_at_10_std - value: -12.31485256997023 + value: -9.671029388622948 - type: nauc_ndcg_at_1_diff1 - value: 77.41742450291483 + value: 73.9192388165348 - type: nauc_ndcg_at_1_max - value: 21.561634939014 + value: 28.442543674061532 - type: nauc_ndcg_at_1_std - value: -15.302925641163046 + value: -11.831889393493318 - type: nauc_ndcg_at_20_diff1 - value: 73.35771732216482 + value: 68.90205731804 - type: nauc_ndcg_at_20_max - value: 25.73112191366883 + value: 31.912656813093044 - type: nauc_ndcg_at_20_std - value: -11.69854261340669 + value: -9.090090804963808 - type: nauc_ndcg_at_3_diff1 - value: 73.20274751289709 + value: 68.80670610482917 - type: nauc_ndcg_at_3_max - value: 25.285529084214925 + value: 31.18044464719784 - type: nauc_ndcg_at_3_std - value: -13.37770120862227 + value: -11.278491578164681 - type: nauc_ndcg_at_5_diff1 - value: 73.33594229336342 + value: 68.97187216493903 - type: nauc_ndcg_at_5_max - value: 25.281830078361644 + value: 31.793607228058047 - type: nauc_ndcg_at_5_std - value: -13.088615162069974 + value: -10.481133374672472 - type: nauc_precision_at_1000_diff1 - value: 55.90120106013352 + value: 43.78852990471418 - type: nauc_precision_at_1000_max - value: 55.70083105705886 + value: 56.047346474821055 - type: nauc_precision_at_1000_std - value: 36.2217350708384 + value: 35.73168397793686 - type: nauc_precision_at_100_diff1 - value: 59.2870776629234 + value: 51.06009588636826 - type: nauc_precision_at_100_max - value: 47.133189559008834 + value: 50.40359839963674 - type: nauc_precision_at_100_std - value: 28.301920571571802 + value: 24.17139567398634 - type: nauc_precision_at_10_diff1 - value: 65.12757705051081 + value: 60.308720843343444 - type: nauc_precision_at_10_max - value: 34.0578425463014 + value: 38.88883129762611 - type: nauc_precision_at_10_std - value: -2.7826038995063618 + value: -1.9703986668774758 - type: nauc_precision_at_1_diff1 - value: 77.41742450291483 + value: 73.9192388165348 - type: nauc_precision_at_1_max - value: 21.561634939014 + value: 28.442543674061532 - type: nauc_precision_at_1_std - value: -15.302925641163046 + value: -11.831889393493318 - type: nauc_precision_at_20_diff1 - value: 64.13592064044578 + value: 57.12901999287673 - type: nauc_precision_at_20_max - value: 39.3269437952694 + value: 42.275260619711744 - type: nauc_precision_at_20_std - value: 7.181669511985859 + value: 6.8998045953777165 - type: nauc_precision_at_3_diff1 - value: 68.88283614651107 + value: 63.444192537561285 - type: nauc_precision_at_3_max - value: 29.546078723110387 + value: 33.87173673943739 - type: nauc_precision_at_3_std - value: -10.635148066667597 + value: -10.51740059765903 - type: nauc_precision_at_5_diff1 - value: 68.11610612745827 + value: 62.70100972326122 - type: nauc_precision_at_5_max - value: 30.708733892411683 + value: 36.67473042882081 - type: nauc_precision_at_5_std - value: -8.722606142068399 + value: -7.4730688523228785 - type: nauc_recall_at_1000_diff1 - value: 55.90120106013372 + value: 43.788529904715695 - type: nauc_recall_at_1000_max - value: 55.70083105705975 + value: 56.04734647482148 - type: nauc_recall_at_1000_std - value: 36.22173507083937 + value: 35.731683977938125 - type: nauc_recall_at_100_diff1 - value: 59.287077662923856 + value: 51.06009588636825 - type: nauc_recall_at_100_max - value: 47.1331895590096 + value: 50.40359839963603 - type: nauc_recall_at_100_std - value: 28.30192057157174 + value: 24.171395673986428 - type: nauc_recall_at_10_diff1 - value: 65.1275770505108 + value: 60.30872084334343 - type: nauc_recall_at_10_max - value: 34.057842546301245 + value: 38.88883129762609 - type: nauc_recall_at_10_std - value: -2.7826038995065376 + value: -1.9703986668774112 - type: nauc_recall_at_1_diff1 - value: 77.41742450291483 + value: 73.9192388165348 - type: nauc_recall_at_1_max - value: 21.561634939014 + value: 28.442543674061532 - type: nauc_recall_at_1_std - value: -15.302925641163046 + value: -11.831889393493318 - type: nauc_recall_at_20_diff1 - value: 64.13592064044556 + value: 57.12901999287683 - type: nauc_recall_at_20_max - value: 39.32694379526965 + value: 42.27526061971189 - type: nauc_recall_at_20_std - value: 7.181669511986287 + value: 6.899804595377761 - type: nauc_recall_at_3_diff1 - value: 68.88283614651114 + value: 63.444192537561136 - type: nauc_recall_at_3_max - value: 29.54607872311032 + value: 33.87173673943714 - type: nauc_recall_at_3_std - value: -10.635148066667742 + value: -10.517400597659156 - type: nauc_recall_at_5_diff1 - value: 68.11610612745811 + value: 62.70100972326114 - type: nauc_recall_at_5_max - value: 30.70873389241151 + value: 36.6747304288208 - type: nauc_recall_at_5_std - value: -8.722606142068207 + value: -7.473068852322717 - type: ndcg_at_1 - value: 67.42 + value: 64.92 - type: ndcg_at_10 - value: 79.42399999999999 + value: 77.425 - type: ndcg_at_100 - value: 80.754 + value: 78.97 - type: ndcg_at_1000 - value: 80.979 + value: 79.252 - type: ndcg_at_20 - value: 80.118 + value: 78.23400000000001 - type: ndcg_at_3 - value: 76.543 + value: 74.36399999999999 - type: ndcg_at_5 - value: 78.215 + value: 76.081 - type: precision_at_1 - value: 67.42 + value: 64.92 - type: precision_at_10 - value: 9.052 + value: 8.907 - type: precision_at_100 - value: 0.966 + value: 0.9610000000000001 - type: precision_at_1000 value: 0.098 - type: precision_at_20 - value: 4.662 + value: 4.612 - type: precision_at_3 - value: 27.589999999999996 + value: 26.933 - type: precision_at_5 - value: 17.36 + value: 16.991999999999997 - type: recall_at_1 - value: 67.42 + value: 64.92 - type: recall_at_10 - value: 90.52 + value: 89.07000000000001 - type: recall_at_100 - value: 96.61 + value: 96.14 - type: recall_at_1000 value: 98.39 - type: recall_at_20 - value: 93.24 + value: 92.24 - type: recall_at_3 - value: 82.77 + value: 80.80000000000001 - type: recall_at_5 - value: 86.8 + value: 84.96000000000001 task: type: Retrieval - dataset: @@ -18984,23 +19554,23 @@ model-index: type: ai-forever/rubq-reranking metrics: - type: main_score - value: 68.48180892753541 + value: 69.76660332457352 - type: map - value: 68.48180892753541 + value: 69.76660332457352 - type: mrr - value: 73.69372550223615 + value: 74.91840901415368 - type: nAUC_map_diff1 - value: 37.93778560797301 + value: 40.77717577386574 - type: nAUC_map_max - value: 10.858022431340633 + value: 16.449821304849507 - type: nAUC_map_std - value: 6.446466714820493 + value: 5.464849678667512 - type: nAUC_mrr_diff1 - value: 39.83698029227208 + value: 44.622323940651256 - type: nAUC_mrr_max - value: 14.378309445768284 + value: 20.915686008960645 - type: nAUC_mrr_std - value: 10.579567761464919 + value: 7.742740250688379 task: type: Reranking - dataset: @@ -19011,287 +19581,287 @@ model-index: type: ai-forever/rubq-retrieval metrics: - type: main_score - value: 66.77 + value: 67.753 - type: map_at_1 - value: 36.525 + value: 38.111 - type: map_at_10 - value: 58.021 + value: 59.25 - type: map_at_100 - value: 59.016000000000005 + value: 60.291 - type: map_at_1000 - value: 59.041999999999994 + value: 60.31999999999999 - type: map_at_20 - value: 58.709 + value: 60.007 - type: map_at_3 - value: 51.808 + value: 53.39699999999999 - type: map_at_5 - value: 55.706999999999994 + value: 57.021 - type: mrr_at_1 - value: 52.95508274231678 + value: 54.60992907801418 - type: mrr_at_10 - value: 66.10029926076034 + value: 67.53055930804169 - type: mrr_at_100 - value: 66.46489903689454 + value: 67.88621490413858 - type: mrr_at_1000 - value: 66.47135430048212 + value: 67.89435419716948 - type: mrr_at_20 - value: 66.36282360130573 + value: 67.80457820326059 - type: mrr_at_3 - value: 63.347123719464236 + value: 64.98226950354619 - type: mrr_at_5 - value: 65.20291568163925 + value: 66.6991725768323 - type: nauc_map_at_1000_diff1 - value: 36.39353112777031 + value: 38.61460560253499 - type: nauc_map_at_1000_max - value: 14.511234479555156 + value: 24.238741006152296 - type: nauc_map_at_1000_std - value: -12.003784393055856 + value: -12.553887111841771 - type: nauc_map_at_100_diff1 - value: 36.396297354858326 + value: 38.604995328219836 - type: nauc_map_at_100_max - value: 14.532932252459755 + value: 24.25372744693149 - type: nauc_map_at_100_std - value: -11.9933713072409 + value: -12.525907529455832 - type: nauc_map_at_10_diff1 - value: 36.19731963995984 + value: 38.2802363146203 - type: nauc_map_at_10_max - value: 14.331593327284844 + value: 24.148397487087742 - type: nauc_map_at_10_std - value: -12.607001882190588 + value: -13.02462313254209 - type: nauc_map_at_1_diff1 - value: 39.04224394212489 + value: 42.20333973944006 - type: nauc_map_at_1_max - value: 9.44079807509392 + value: 16.04455015933995 - type: nauc_map_at_1_std - value: -8.725551038382205 + value: -11.426950122484298 - type: nauc_map_at_20_diff1 - value: 36.27250811060138 + value: 38.49874303734095 - type: nauc_map_at_20_max - value: 14.521970331255876 + value: 24.27079948779279 - type: nauc_map_at_20_std - value: -12.033391150828098 + value: -12.643735833974782 - type: nauc_map_at_3_diff1 - value: 35.966460233965485 + value: 38.393442128336126 - type: nauc_map_at_3_max - value: 11.62955834976298 + value: 21.120395203124264 - type: nauc_map_at_3_std - value: -13.649024048480133 + value: -14.57118408415527 - type: nauc_map_at_5_diff1 - value: 36.131815002934644 + value: 37.98874776320297 - type: nauc_map_at_5_max - value: 13.157509275481777 + value: 22.75390581241078 - type: nauc_map_at_5_std - value: -13.36839170298778 + value: -13.871096120655116 - type: nauc_mrr_at_1000_diff1 - value: 40.191647456610056 + value: 45.08121396075722 - type: nauc_mrr_at_1000_max - value: 16.63142892913043 + value: 27.331313499687486 - type: nauc_mrr_at_1000_std - value: -12.671951113868769 + value: -13.114787616167014 - type: nauc_mrr_at_100_diff1 - value: 40.18726742271696 + value: 45.082808269851654 - type: nauc_mrr_at_100_max - value: 16.638314382103207 + value: 27.343021375586257 - type: nauc_mrr_at_100_std - value: -12.664912420744438 + value: -13.104901642101272 - type: nauc_mrr_at_10_diff1 - value: 40.028293277796855 + value: 44.89445664817906 - type: nauc_mrr_at_10_max - value: 16.841638035795718 + value: 27.483504407572795 - type: nauc_mrr_at_10_std - value: -12.781785759758687 + value: -13.116664114214782 - type: nauc_mrr_at_1_diff1 - value: 42.26303997344821 + value: 47.43773937564259 - type: nauc_mrr_at_1_max - value: 14.211014905785252 + value: 24.3996512246477 - type: nauc_mrr_at_1_std - value: -11.030701637062437 + value: -13.283010969155859 - type: nauc_mrr_at_20_diff1 - value: 40.12680433695074 + value: 45.08382953390109 - type: nauc_mrr_at_20_max - value: 16.75915749592042 + value: 27.418666231602508 - type: nauc_mrr_at_20_std - value: -12.613807048523782 + value: -13.101239027782416 - type: nauc_mrr_at_3_diff1 - value: 40.32434278687767 + value: 44.695558812456625 - type: nauc_mrr_at_3_max - value: 15.811615950737387 + value: 26.75153207261083 - type: nauc_mrr_at_3_std - value: -13.957860180387636 + value: -14.019251949468694 - type: nauc_mrr_at_5_diff1 - value: 40.09422159913817 + value: 44.84929587390349 - type: nauc_mrr_at_5_max - value: 16.64090259238879 + value: 27.508337265101257 - type: nauc_mrr_at_5_std - value: -13.230746065794726 + value: -13.748841022127815 - type: nauc_ndcg_at_1000_diff1 - value: 36.67352791454268 + value: 39.706451835474724 - type: nauc_ndcg_at_1000_max - value: 16.749915190801016 + value: 26.633343785995507 - type: nauc_ndcg_at_1000_std - value: -11.008545008175378 + value: -11.207900377782707 - type: nauc_ndcg_at_100_diff1 - value: 36.58072887287039 + value: 39.49574863029789 - type: nauc_ndcg_at_100_max - value: 17.22374718832945 + value: 27.03615356082193 - type: nauc_ndcg_at_100_std - value: -10.559637745205016 + value: -10.456416625790485 - type: nauc_ndcg_at_10_diff1 - value: 35.786024269753334 + value: 38.36118560524438 - type: nauc_ndcg_at_10_max - value: 17.217091860749864 + value: 27.29115954765498 - type: nauc_ndcg_at_10_std - value: -12.505927857541066 + value: -12.026533782516182 - type: nauc_ndcg_at_1_diff1 - value: 42.41055520049291 + value: 47.43773937564259 - type: nauc_ndcg_at_1_max - value: 14.001922648893919 + value: 24.3996512246477 - type: nauc_ndcg_at_1_std - value: -11.224085018036103 + value: -13.283010969155859 - type: nauc_ndcg_at_20_diff1 - value: 35.9577978619838 + value: 39.11328986667616 - type: nauc_ndcg_at_20_max - value: 17.612142353807204 + value: 27.48803343585931 - type: nauc_ndcg_at_20_std - value: -10.715656533623179 + value: -11.061481936299867 - type: nauc_ndcg_at_3_diff1 - value: 35.92331458170165 + value: 38.09080511583124 - type: nauc_ndcg_at_3_max - value: 12.972908846104833 + value: 22.960624575385577 - type: nauc_ndcg_at_3_std - value: -14.90499944816046 + value: -15.162532187246452 - type: nauc_ndcg_at_5_diff1 - value: 35.87509174776851 + value: 37.84051905054443 - type: nauc_ndcg_at_5_max - value: 15.016606655112842 + value: 24.859831442018766 - type: nauc_ndcg_at_5_std - value: -14.252766370474959 + value: -14.208813731290032 - type: nauc_precision_at_1000_diff1 - value: -7.854237065573715 + value: -8.235293550747457 - type: nauc_precision_at_1000_max - value: 7.340193640831781 + value: 7.564714965839937 - type: nauc_precision_at_1000_std - value: 5.270139452495764 + value: 5.160867910754626 - type: nauc_precision_at_100_diff1 - value: -5.433762342336105 + value: -6.654255562369982 - type: nauc_precision_at_100_max - value: 10.323131724715576 + value: 10.671679751630798 - type: nauc_precision_at_100_std - value: 6.065361232063088 + value: 7.057997024307852 - type: nauc_precision_at_10_diff1 - value: 1.6163013309854788 + value: 0.4759476932076396 - type: nauc_precision_at_10_max - value: 13.853149437703955 + value: 18.705407595194696 - type: nauc_precision_at_10_std - value: -0.4630873244645538 + value: 1.1284269201001864 - type: nauc_precision_at_1_diff1 - value: 42.41055520049291 + value: 47.43773937564259 - type: nauc_precision_at_1_max - value: 14.001922648893919 + value: 24.3996512246477 - type: nauc_precision_at_1_std - value: -11.224085018036103 + value: -13.283010969155859 - type: nauc_precision_at_20_diff1 - value: -2.406608082278331 + value: -3.1830019504133027 - type: nauc_precision_at_20_max - value: 12.672408320017443 + value: 15.311012950383418 - type: nauc_precision_at_20_std - value: 4.420612595577876 + value: 4.411311445012971 - type: nauc_precision_at_3_diff1 - value: 15.724555799730243 + value: 14.900799832530298 - type: nauc_precision_at_3_max - value: 12.818558415088615 + value: 21.59448854239842 - type: nauc_precision_at_3_std - value: -11.49979730611224 + value: -10.383301518031464 - type: nauc_precision_at_5_diff1 - value: 8.485573750280292 + value: 6.129583634729085 - type: nauc_precision_at_5_max - value: 13.304773839372094 + value: 19.764705099171525 - type: nauc_precision_at_5_std - value: -6.633911950881821 + value: -4.931119926816597 - type: nauc_recall_at_1000_diff1 - value: -7.902591492154048 + value: 7.393009712112532 - type: nauc_recall_at_1000_max - value: 54.202835032879946 + value: 49.79443106358621 - type: nauc_recall_at_1000_std - value: 68.22401286555711 + value: 74.80255240755591 - type: nauc_recall_at_100_diff1 - value: 14.88281690495126 + value: 19.35257139711146 - type: nauc_recall_at_100_max - value: 41.9305338281276 + value: 42.80851742013903 - type: nauc_recall_at_100_std - value: 30.260295038603324 + value: 37.546560048377444 - type: nauc_recall_at_10_diff1 - value: 23.09613458762812 + value: 24.621169385136398 - type: nauc_recall_at_10_max - value: 24.921985669652386 + value: 33.22268204638332 - type: nauc_recall_at_10_std - value: -9.990910822464661 + value: -4.7401788730268235 - type: nauc_recall_at_1_diff1 - value: 39.04224394212489 + value: 42.20333973944006 - type: nauc_recall_at_1_max - value: 9.44079807509392 + value: 16.04455015933995 - type: nauc_recall_at_1_std - value: -8.725551038382205 + value: -11.426950122484298 - type: nauc_recall_at_20_diff1 - value: 19.41298369752395 + value: 24.927652532242657 - type: nauc_recall_at_20_max - value: 31.91169321346991 + value: 38.260344944664766 - type: nauc_recall_at_20_std - value: 4.514353181881159 + value: 5.423281114042867 - type: nauc_recall_at_3_diff1 - value: 29.514018426239197 + value: 30.44227595912427 - type: nauc_recall_at_3_max - value: 10.600179069626673 + value: 19.94976153694003 - type: nauc_recall_at_3_std - value: -17.02685998662361 + value: -15.928733556196534 - type: nauc_recall_at_5_diff1 - value: 26.66966838912029 + value: 27.044814357935724 - type: nauc_recall_at_5_max - value: 15.359436829533934 + value: 23.824668491154366 - type: nauc_recall_at_5_std - value: -15.87666175175801 + value: -13.992845356113314 - type: ndcg_at_1 - value: 52.896 + value: 54.61 - type: ndcg_at_10 - value: 66.77 + value: 67.753 - type: ndcg_at_100 - value: 69.98100000000001 + value: 70.926 - type: ndcg_at_1000 - value: 70.408 + value: 71.41 - type: ndcg_at_20 - value: 68.53200000000001 + value: 69.61500000000001 - type: ndcg_at_3 - value: 58.074999999999996 + value: 59.678 - type: ndcg_at_5 - value: 62.841 + value: 64.012 - type: precision_at_1 - value: 52.896 + value: 54.61 - type: precision_at_10 - value: 13.8 + value: 13.747000000000002 - type: precision_at_100 - value: 1.609 + value: 1.601 - type: precision_at_1000 value: 0.166 - type: precision_at_20 - value: 7.444000000000001 + value: 7.446999999999999 - type: precision_at_3 - value: 32.623999999999995 + value: 33.255 - type: precision_at_5 - value: 23.735 + value: 23.747 - type: recall_at_1 - value: 36.525 + value: 38.111 - type: recall_at_10 - value: 83.893 + value: 83.878 - type: recall_at_100 - value: 96.345 + value: 95.84899999999999 - type: recall_at_1000 - value: 99.126 + value: 99.05199999999999 - type: recall_at_20 - value: 89.812 + value: 90.048 - type: recall_at_3 - value: 62.58899999999999 + value: 64.126 - type: recall_at_5 - value: 73.64500000000001 + value: 74.295 task: type: Retrieval - dataset: @@ -19302,13 +19872,13 @@ model-index: type: ai-forever/ru-reviews-classification metrics: - type: accuracy - value: 68.2373046875 + value: 66.0888671875 - type: f1 - value: 66.6798984937843 + value: 63.79342584872498 - type: f1_weighted - value: 66.67858774240374 + value: 63.79112620928187 - type: main_score - value: 68.2373046875 + value: 66.0888671875 task: type: Classification - dataset: @@ -19319,23 +19889,23 @@ model-index: type: ai-forever/ru-stsbenchmark-sts metrics: - type: cosine_pearson - value: 77.06911833905438 + value: 78.40381860532754 - type: cosine_spearman - value: 77.84605139753621 + value: 78.44128247246344 - type: euclidean_pearson - value: 76.3616511204864 + value: 77.03436669125563 - type: euclidean_spearman - value: 77.84487946345095 + value: 78.44009017152538 - type: main_score - value: 77.84605139753621 + value: 78.44128247246344 - type: manhattan_pearson - value: 76.35303659263998 + value: 77.084766201637 - type: manhattan_spearman - value: 77.87677782965115 + value: 78.46899044600028 - type: pearson - value: 77.06911833905438 + value: 78.40381860532754 - type: spearman - value: 77.84605139753621 + value: 78.44128247246344 task: type: STS - dataset: @@ -19346,13 +19916,13 @@ model-index: type: ai-forever/ru-scibench-grnti-classification metrics: - type: accuracy - value: 61.23535156249999 + value: 61.4111328125 - type: f1 - value: 59.029291161802334 + value: 59.604229603854044 - type: f1_weighted - value: 59.041548793589406 + value: 59.61906710038802 - type: main_score - value: 61.23535156249999 + value: 61.4111328125 task: type: Classification - dataset: @@ -19363,11 +19933,11 @@ model-index: type: ai-forever/ru-scibench-grnti-classification metrics: - type: main_score - value: 56.82815630686135 + value: 55.660781672610625 - type: v_measure - value: 56.82815630686135 + value: 55.660781672610625 - type: v_measure_std - value: 0.6871068462323323 + value: 1.0880487214373578 task: type: Clustering - dataset: @@ -19378,13 +19948,13 @@ model-index: type: ai-forever/ru-scibench-oecd-classification metrics: - type: accuracy - value: 48.1005859375 + value: 48.6669921875 - type: f1 - value: 44.918516110124315 + value: 46.24529719568694 - type: f1_weighted - value: 44.91942618115105 + value: 46.24736172369365 - type: main_score - value: 48.1005859375 + value: 48.6669921875 task: type: Classification - dataset: @@ -19395,11 +19965,11 @@ model-index: type: ai-forever/ru-scibench-oecd-classification metrics: - type: main_score - value: 48.72707742931753 + value: 47.95513383500326 - type: v_measure - value: 48.72707742931753 + value: 47.95513383500326 - type: v_measure_std - value: 0.7258468439420995 + value: 0.9391146092620886 task: type: Clustering - dataset: @@ -19410,23 +19980,23 @@ model-index: type: mteb/sts22-crosslingual-sts metrics: - type: cosine_pearson - value: 64.95220904597029 + value: 65.27471390704719 - type: cosine_spearman - value: 67.35282990065247 + value: 68.12010913287949 - type: euclidean_pearson - value: 64.72045496418937 + value: 65.60124415285192 - type: euclidean_spearman - value: 67.35282990065247 + value: 68.12010913287949 - type: main_score - value: 67.35282990065247 + value: 68.12010913287949 - type: manhattan_pearson - value: 64.40621455763392 + value: 65.21850751060232 - type: manhattan_spearman - value: 66.99408273892949 + value: 67.85162022914248 - type: pearson - value: 64.95220904597029 + value: 65.27471390704719 - type: spearman - value: 67.35282990065247 + value: 68.12010913287949 task: type: STS - dataset: @@ -19437,13 +20007,13 @@ model-index: type: ai-forever/sensitive-topics-classification metrics: - type: accuracy - value: 29.624023437500004 + value: 30.0537109375 - type: f1 - value: 33.214028020582894 + value: 35.12028781898003 - type: lrap - value: 44.53599717881868 + value: 45.91071234808953 - type: main_score - value: 29.624023437500004 + value: 30.0537109375 task: type: MultilabelClassification - dataset: @@ -19454,85 +20024,85 @@ model-index: type: ai-forever/terra-pairclassification metrics: - type: cosine_accuracy - value: 57.98045602605863 + value: 60.91205211726385 - type: cosine_accuracy_threshold - value: 83.04829597473145 + value: 68.15387606620789 - type: cosine_ap - value: 55.56580974377611 + value: 57.705995373862805 - type: cosine_f1 - value: 66.9603524229075 + value: 67.57990867579909 - type: cosine_f1_threshold - value: 73.216313123703 + value: 54.87680435180664 - type: cosine_precision - value: 50.498338870431894 + value: 51.92982456140351 - type: cosine_recall - value: 99.34640522875817 + value: 96.73202614379085 - type: dot_accuracy - value: 57.98045602605863 + value: 60.91205211726385 - type: dot_accuracy_threshold - value: 83.04829597473145 + value: 68.15387010574341 - type: dot_ap - value: 55.56580974377611 + value: 57.705995373862805 - type: dot_f1 - value: 66.9603524229075 + value: 67.57990867579909 - type: dot_f1_threshold - value: 73.21631908416748 + value: 54.87680435180664 - type: dot_precision - value: 50.498338870431894 + value: 51.92982456140351 - type: dot_recall - value: 99.34640522875817 + value: 96.73202614379085 - type: euclidean_accuracy - value: 57.98045602605863 + value: 60.91205211726385 - type: euclidean_accuracy_threshold - value: 58.226633071899414 + value: 79.80742454528809 - type: euclidean_ap - value: 55.56580974377611 + value: 57.705995373862805 - type: euclidean_f1 - value: 66.9603524229075 + value: 67.57990867579909 - type: euclidean_f1_threshold - value: 73.18969368934631 + value: 94.99809741973877 - type: euclidean_precision - value: 50.498338870431894 + value: 51.92982456140351 - type: euclidean_recall - value: 99.34640522875817 + value: 96.73202614379085 - type: main_score - value: 55.56580974377611 + value: 57.705995373862805 - type: manhattan_accuracy - value: 57.98045602605863 + value: 60.586319218241044 - type: manhattan_accuracy_threshold - value: 1336.6012573242188 + value: 1858.333969116211 - type: manhattan_ap - value: 55.5371135438789 + value: 57.53277048517774 - type: manhattan_f1 - value: 66.95842450765863 + value: 67.59259259259261 - type: manhattan_f1_threshold - value: 1720.5078125 + value: 2154.4769287109375 - type: manhattan_precision - value: 50.32894736842105 + value: 52.32974910394266 - type: manhattan_recall - value: 100.0 + value: 95.42483660130719 - type: max_ap - value: 55.56580974377611 + value: 57.705995373862805 - type: max_f1 - value: 66.9603524229075 + value: 67.59259259259261 - type: max_precision - value: 50.498338870431894 + value: 52.32974910394266 - type: max_recall - value: 100.0 + value: 96.73202614379085 - type: similarity_accuracy - value: 57.98045602605863 + value: 60.91205211726385 - type: similarity_accuracy_threshold - value: 83.04829597473145 + value: 68.15387606620789 - type: similarity_ap - value: 55.56580974377611 + value: 57.705995373862805 - type: similarity_f1 - value: 66.9603524229075 + value: 67.57990867579909 - type: similarity_f1_threshold - value: 73.216313123703 + value: 54.87680435180664 - type: similarity_precision - value: 50.498338870431894 + value: 51.92982456140351 - type: similarity_recall - value: 99.34640522875817 + value: 96.73202614379085 task: type: PairClassification pipeline_tag: sentence-similarity