Embedding model trained on google-bert/bert-base-uncased with the AnglE-optimized Text Embeddings
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Evaluation results
- accuracy on MTEB AmazonCounterfactualClassification (en)test set self-reported77.940
- ap on MTEB AmazonCounterfactualClassification (en)test set self-reported41.462
- f1 on MTEB AmazonCounterfactualClassification (en)test set self-reported71.913
- accuracy on MTEB AmazonPolarityClassificationtest set self-reported75.999
- ap on MTEB AmazonPolarityClassificationtest set self-reported70.686
- f1 on MTEB AmazonPolarityClassificationtest set self-reported75.804
- accuracy on MTEB AmazonReviewsClassification (en)test set self-reported37.184
- f1 on MTEB AmazonReviewsClassification (en)test set self-reported36.928
- map_at_1 on MTEB ArguAnatest set self-reported18.208
- map_at_10 on MTEB ArguAnatest set self-reported31.217
- map_at_100 on MTEB ArguAnatest set self-reported32.504
- map_at_1000 on MTEB ArguAnatest set self-reported32.543
- map_at_20 on MTEB ArguAnatest set self-reported32.048
- map_at_3 on MTEB ArguAnatest set self-reported26.790
- map_at_5 on MTEB ArguAnatest set self-reported29.176
- mrr_at_1 on MTEB ArguAnatest set self-reported18.990
- mrr_at_10 on MTEB ArguAnatest set self-reported31.539
- mrr_at_100 on MTEB ArguAnatest set self-reported32.819
- mrr_at_1000 on MTEB ArguAnatest set self-reported32.857
- mrr_at_20 on MTEB ArguAnatest set self-reported32.363
- mrr_at_3 on MTEB ArguAnatest set self-reported27.003
- mrr_at_5 on MTEB ArguAnatest set self-reported29.518
- ndcg_at_1 on MTEB ArguAnatest set self-reported18.208
- ndcg_at_10 on MTEB ArguAnatest set self-reported38.881
- ndcg_at_100 on MTEB ArguAnatest set self-reported44.931
- ndcg_at_1000 on MTEB ArguAnatest set self-reported45.864
- ndcg_at_20 on MTEB ArguAnatest set self-reported41.823
- ndcg_at_3 on MTEB ArguAnatest set self-reported29.675
- ndcg_at_5 on MTEB ArguAnatest set self-reported33.964
- precision_at_1 on MTEB ArguAnatest set self-reported18.208
- precision_at_10 on MTEB ArguAnatest set self-reported6.358
- precision_at_100 on MTEB ArguAnatest set self-reported0.914
- precision_at_1000 on MTEB ArguAnatest set self-reported0.099
- precision_at_20 on MTEB ArguAnatest set self-reported3.752
- precision_at_3 on MTEB ArguAnatest set self-reported12.684
- precision_at_5 on MTEB ArguAnatest set self-reported9.687
- recall_at_1 on MTEB ArguAnatest set self-reported18.208
- recall_at_10 on MTEB ArguAnatest set self-reported63.585
- recall_at_100 on MTEB ArguAnatest set self-reported91.394
- recall_at_1000 on MTEB ArguAnatest set self-reported98.506
- recall_at_20 on MTEB ArguAnatest set self-reported75.036
- recall_at_3 on MTEB ArguAnatest set self-reported38.051
- recall_at_5 on MTEB ArguAnatest set self-reported48.435
- v_measure on MTEB ArxivClusteringP2Ptest set self-reported35.325
- v_measure on MTEB ArxivClusteringS2Stest set self-reported27.664
- map on MTEB AskUbuntuDupQuestionstest set self-reported51.337
- mrr on MTEB AskUbuntuDupQuestionstest set self-reported64.094
- accuracy on MTEB Banking77Classificationtest set self-reported75.497
- f1 on MTEB Banking77Classificationtest set self-reported75.431
- v_measure on MTEB BiorxivClusteringP2Ptest set self-reported30.952
- v_measure on MTEB BiorxivClusteringS2Stest set self-reported24.806