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Update README.md
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README.md
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- dataset_size:4247
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- loss:MatryoshkaLoss
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- loss:MultipleNegativesRankingLoss
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| 14 |
-
model-index:
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| 15 |
-
- name: pavanmantha/bge-base-en-bioembed768
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-
results:
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| 17 |
-
- dataset:
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| 18 |
-
config: default
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| 19 |
-
name: MTEB MedicalQARetrieval (default)
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| 20 |
-
revision: ae763399273d8b20506b80cf6f6f9a31a6a2b238
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| 21 |
-
split: test
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| 22 |
-
type: mteb/medical_qa
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| 23 |
-
metrics:
|
| 24 |
-
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|
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task:
|
| 307 |
-
type: Retrieval
|
| 308 |
-
- dataset:
|
| 309 |
-
config: default
|
| 310 |
-
name: MTEB TRECCOVID (default)
|
| 311 |
-
revision: bb9466bac8153a0349341eb1b22e06409e78ef4e
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split: test
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type: mteb/trec-covid
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value: 10.061614580122114
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-
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|
| 693 |
-
value: 35.90157508486573
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-
- type: nauc_mrr_at_10_std
|
| 695 |
-
value: 11.683458301136916
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| 696 |
-
- type: nauc_mrr_at_1_diff1
|
| 697 |
-
value: 13.560954725462931
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| 698 |
-
- type: nauc_mrr_at_1_max
|
| 699 |
-
value: 41.29294659103072
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| 700 |
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| 701 |
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value: 23.92967997431232
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| 702 |
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| 703 |
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value: 9.754021662833347
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| 704 |
-
- type: nauc_mrr_at_20_max
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| 705 |
-
value: 35.765859492846374
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-
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| 707 |
-
value: 11.848463872530932
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| 708 |
-
- type: nauc_mrr_at_3_diff1
|
| 709 |
-
value: 10.028274713949735
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| 710 |
-
- type: nauc_mrr_at_3_max
|
| 711 |
-
value: 38.88433792246913
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| 712 |
-
- type: nauc_mrr_at_3_std
|
| 713 |
-
value: 11.48473077363494
|
| 714 |
-
- type: nauc_mrr_at_5_diff1
|
| 715 |
-
value: 9.335538525973245
|
| 716 |
-
- type: nauc_mrr_at_5_max
|
| 717 |
-
value: 37.515438355632824
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| 718 |
-
- type: nauc_mrr_at_5_std
|
| 719 |
-
value: 11.070968041209992
|
| 720 |
-
- type: nauc_ndcg_at_1000_diff1
|
| 721 |
-
value: 5.584802003379831
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| 722 |
-
- type: nauc_ndcg_at_1000_max
|
| 723 |
-
value: 33.314515131527834
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| 724 |
-
- type: nauc_ndcg_at_1000_std
|
| 725 |
-
value: 33.6276642722341
|
| 726 |
-
- type: nauc_ndcg_at_100_diff1
|
| 727 |
-
value: 3.305268021968464
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| 728 |
-
- type: nauc_ndcg_at_100_max
|
| 729 |
-
value: 31.908715963813822
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-
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| 731 |
-
value: 21.516527921316257
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| 732 |
-
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-
value: 7.032873935225729
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|
| 735 |
-
value: 34.44205777276943
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-
value: 7.196543440601352
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-
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|
| 739 |
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value: 10.629073273765686
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| 740 |
-
- type: nauc_ndcg_at_1_max
|
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-
value: 50.10213581979629
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-
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value: 19.5308700304323
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-
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value: 4.1467973799104
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-
- type: nauc_ndcg_at_20_max
|
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-
value: 30.848940009171866
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-
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-
value: 10.699007932982358
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-
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value: 8.388484432353273
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-
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value: 40.198931190038564
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value: 9.0164907464323
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-
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value: 4.519480833729923
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-
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value: 35.50336397828203
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-
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-
value: 8.89149616108275
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value: 36.198978350147165
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-
value: 50.02406670342153
|
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-
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-
value: 3.575117640307563
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-
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|
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-
value: 32.374410110652754
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-
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-
value: 27.11269840198216
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-
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-
value: 8.163568076583704
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-
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-
value: 30.43788895048762
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-
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-
value: 7.492835893151349
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-
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-
value: 13.560954725462931
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-
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|
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value: 41.29294659103072
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value: 23.92967997431232
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value: 3.9343182675494726
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-
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value: 27.92494826281862
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-
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value: 13.512522169356163
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value: 7.500566731389045
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-
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value: 32.78072916153323
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value: 5.442592574340379
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value: 0.8368868088056831
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value: 28.50268677413763
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value: 6.262437164153216
|
| 804 |
-
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value: 6.466492011253024
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-
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|
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-
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value: 38.33133164748577
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| 810 |
-
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value: -4.710612377509895
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| 812 |
-
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|
| 813 |
-
value: 33.36640370485505
|
| 814 |
-
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|
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value: 15.00124272531718
|
| 816 |
-
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|
| 817 |
-
value: 8.383464512319398
|
| 818 |
-
- type: nauc_recall_at_10_max
|
| 819 |
-
value: 27.753627188606263
|
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-
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|
| 821 |
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value: -6.430500905036131
|
| 822 |
-
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|
| 823 |
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value: 15.648422889306588
|
| 824 |
-
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value: 33.43814058583505
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-
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|
| 827 |
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value: 0.38842622009531697
|
| 828 |
-
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|
| 829 |
-
value: 0.6220898729888212
|
| 830 |
-
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|
| 831 |
-
value: 26.706071721975373
|
| 832 |
-
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|
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-
value: -0.07228409632534197
|
| 834 |
-
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|
| 835 |
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value: 14.399942747468852
|
| 836 |
-
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|
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-
value: 29.839734495614795
|
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-
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|
| 839 |
-
value: -7.342370795101286
|
| 840 |
-
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|
| 841 |
-
value: 4.307738089595829
|
| 842 |
-
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|
| 843 |
-
value: 26.81904935896474
|
| 844 |
-
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|
| 845 |
-
value: -7.309908018949135
|
| 846 |
-
- type: ndcg_at_1
|
| 847 |
-
value: 28.999999999999996
|
| 848 |
-
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|
| 849 |
-
value: 24.014
|
| 850 |
-
- type: ndcg_at_100
|
| 851 |
-
value: 14.601
|
| 852 |
-
- type: ndcg_at_1000
|
| 853 |
-
value: 12.147
|
| 854 |
-
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|
| 855 |
-
value: 22.093
|
| 856 |
-
- type: ndcg_at_3
|
| 857 |
-
value: 28.531000000000002
|
| 858 |
-
- type: ndcg_at_5
|
| 859 |
-
value: 26.311
|
| 860 |
-
- type: precision_at_1
|
| 861 |
-
value: 32.0
|
| 862 |
-
- type: precision_at_10
|
| 863 |
-
value: 24.8
|
| 864 |
-
- type: precision_at_100
|
| 865 |
-
value: 14.06
|
| 866 |
-
- type: precision_at_1000
|
| 867 |
-
value: 5.814
|
| 868 |
-
- type: precision_at_20
|
| 869 |
-
value: 23.1
|
| 870 |
-
- type: precision_at_3
|
| 871 |
-
value: 31.333
|
| 872 |
-
- type: precision_at_5
|
| 873 |
-
value: 27.6
|
| 874 |
-
- type: recall_at_1
|
| 875 |
-
value: 0.079
|
| 876 |
-
- type: recall_at_10
|
| 877 |
-
value: 0.584
|
| 878 |
-
- type: recall_at_100
|
| 879 |
-
value: 2.843
|
| 880 |
-
- type: recall_at_1000
|
| 881 |
-
value: 11.053
|
| 882 |
-
- type: recall_at_20
|
| 883 |
-
value: 1.031
|
| 884 |
-
- type: recall_at_3
|
| 885 |
-
value: 0.22699999999999998
|
| 886 |
-
- type: recall_at_5
|
| 887 |
-
value: 0.327
|
| 888 |
-
task:
|
| 889 |
-
type: Retrieval
|
| 890 |
-
---
|
| 891 |
base_model: BAAI/bge-base-en-v1.5
|
| 892 |
datasets: []
|
| 893 |
metrics:
|
|
|
|
| 11 |
- dataset_size:4247
|
| 12 |
- loss:MatryoshkaLoss
|
| 13 |
- loss:MultipleNegativesRankingLoss
|
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| 14 |
base_model: BAAI/bge-base-en-v1.5
|
| 15 |
datasets: []
|
| 16 |
metrics:
|