AnglE-optimized Text Embeddings
Paper
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2309.12871
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Published
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3
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