pavanmantha
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Update README.md
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README.md
CHANGED
@@ -11,6 +11,883 @@ tags:
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- dataset_size:4247
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- loss:MatryoshkaLoss
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- loss:MultipleNegativesRankingLoss
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14 |
base_model: BAAI/bge-base-en-v1.5
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datasets: []
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metrics:
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- dataset_size:4247
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- loss:MatryoshkaLoss
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- loss:MultipleNegativesRankingLoss
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+
model-index:
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+
- name: pavanmantha/bge-base-en-bioembed768
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+
results:
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- dataset:
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config: default
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+
name: MTEB MedicalQARetrieval (default)
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revision: ae763399273d8b20506b80cf6f6f9a31a6a2b238
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split: test
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type: mteb/medical_qa
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+
metrics:
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+
- type: main_score
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value: 68.65599999999999
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+
- type: map_at_1
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27 |
+
value: 51.025
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28 |
+
- type: map_at_10
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29 |
+
value: 62.946000000000005
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+
- type: map_at_100
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31 |
+
value: 63.392
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+
- type: map_at_1000
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33 |
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value: 63.408
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+
- type: map_at_20
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35 |
+
value: 63.254
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36 |
+
- type: map_at_3
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37 |
+
value: 60.221000000000004
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38 |
+
- type: map_at_5
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39 |
+
value: 62.022999999999996
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+
- type: mrr_at_1
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+
value: 51.025390625
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+
- type: mrr_at_10
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43 |
+
value: 62.94629293774791
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44 |
+
- type: mrr_at_100
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45 |
+
value: 63.391942840845125
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46 |
+
- type: mrr_at_1000
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47 |
+
value: 63.40789553144974
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48 |
+
- type: mrr_at_20
|
49 |
+
value: 63.25463963215003
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50 |
+
- type: mrr_at_3
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51 |
+
value: 60.22135416666657
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52 |
+
- type: mrr_at_5
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53 |
+
value: 62.02311197916664
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54 |
+
- type: nauc_map_at_1000_diff1
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55 |
+
value: 44.0289077012448
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56 |
+
- type: nauc_map_at_1000_max
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57 |
+
value: 40.196044082980045
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58 |
+
- type: nauc_map_at_1000_std
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59 |
+
value: -13.087939597961418
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60 |
+
- type: nauc_map_at_100_diff1
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61 |
+
value: 44.02100215716583
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+
- type: nauc_map_at_100_max
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63 |
+
value: 40.20884959562626
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64 |
+
- type: nauc_map_at_100_std
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65 |
+
value: -13.074614347446076
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66 |
+
- type: nauc_map_at_10_diff1
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67 |
+
value: 43.78028009647677
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68 |
+
- type: nauc_map_at_10_max
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69 |
+
value: 40.01480272155306
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70 |
+
- type: nauc_map_at_10_std
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71 |
+
value: -13.377550749542138
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72 |
+
- type: nauc_map_at_1_diff1
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73 |
+
value: 49.57988513879831
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74 |
+
- type: nauc_map_at_1_max
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75 |
+
value: 40.609452025451915
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76 |
+
- type: nauc_map_at_1_std
|
77 |
+
value: -11.541103718714977
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78 |
+
- type: nauc_map_at_20_diff1
|
79 |
+
value: 43.87022043596322
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80 |
+
- type: nauc_map_at_20_max
|
81 |
+
value: 40.22321319847734
|
82 |
+
- type: nauc_map_at_20_std
|
83 |
+
value: -13.164262713651956
|
84 |
+
- type: nauc_map_at_3_diff1
|
85 |
+
value: 44.38171551545852
|
86 |
+
- type: nauc_map_at_3_max
|
87 |
+
value: 39.6459216129053
|
88 |
+
- type: nauc_map_at_3_std
|
89 |
+
value: -13.770104903701466
|
90 |
+
- type: nauc_map_at_5_diff1
|
91 |
+
value: 43.8534318488618
|
92 |
+
- type: nauc_map_at_5_max
|
93 |
+
value: 39.68004513144695
|
94 |
+
- type: nauc_map_at_5_std
|
95 |
+
value: -13.877556205848146
|
96 |
+
- type: nauc_mrr_at_1000_diff1
|
97 |
+
value: 44.028920021140976
|
98 |
+
- type: nauc_mrr_at_1000_max
|
99 |
+
value: 40.23569448794487
|
100 |
+
- type: nauc_mrr_at_1000_std
|
101 |
+
value: -12.956236343591568
|
102 |
+
- type: nauc_mrr_at_100_diff1
|
103 |
+
value: 44.02100738083268
|
104 |
+
- type: nauc_mrr_at_100_max
|
105 |
+
value: 40.24846931727988
|
106 |
+
- type: nauc_mrr_at_100_std
|
107 |
+
value: -12.942990526259535
|
108 |
+
- type: nauc_mrr_at_10_diff1
|
109 |
+
value: 43.78028009647677
|
110 |
+
- type: nauc_mrr_at_10_max
|
111 |
+
value: 40.05165903518751
|
112 |
+
- type: nauc_mrr_at_10_std
|
113 |
+
value: -13.249179890670767
|
114 |
+
- type: nauc_mrr_at_1_diff1
|
115 |
+
value: 49.57988513879831
|
116 |
+
- type: nauc_mrr_at_1_max
|
117 |
+
value: 40.64858186876722
|
118 |
+
- type: nauc_mrr_at_1_std
|
119 |
+
value: -11.320856258088295
|
120 |
+
- type: nauc_mrr_at_20_diff1
|
121 |
+
value: 43.87022486033709
|
122 |
+
- type: nauc_mrr_at_20_max
|
123 |
+
value: 40.26263859989682
|
124 |
+
- type: nauc_mrr_at_20_std
|
125 |
+
value: -13.033285163966218
|
126 |
+
- type: nauc_mrr_at_3_diff1
|
127 |
+
value: 44.38171551545852
|
128 |
+
- type: nauc_mrr_at_3_max
|
129 |
+
value: 39.69840946271301
|
130 |
+
- type: nauc_mrr_at_3_std
|
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835 |
+
value: 14.399942747468852
|
836 |
+
- type: nauc_recall_at_3_max
|
837 |
+
value: 29.839734495614795
|
838 |
+
- type: nauc_recall_at_3_std
|
839 |
+
value: -7.342370795101286
|
840 |
+
- type: nauc_recall_at_5_diff1
|
841 |
+
value: 4.307738089595829
|
842 |
+
- type: nauc_recall_at_5_max
|
843 |
+
value: 26.81904935896474
|
844 |
+
- type: nauc_recall_at_5_std
|
845 |
+
value: -7.309908018949135
|
846 |
+
- type: ndcg_at_1
|
847 |
+
value: 28.999999999999996
|
848 |
+
- type: ndcg_at_10
|
849 |
+
value: 24.014
|
850 |
+
- type: ndcg_at_100
|
851 |
+
value: 14.601
|
852 |
+
- type: ndcg_at_1000
|
853 |
+
value: 12.147
|
854 |
+
- type: ndcg_at_20
|
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:
|