Model: McGill-NLP/LLM2Vec-Sheared-LLaMA-mntp-unsup-simcse
Author: McGill-NLP
Pipeline: sentence-similarity
Library: peft
Tags: peft, safetensors, text-embedding, embeddings, information-retrieval, beir, text-classification, language-model, text-clustering, text-semantic-similarity, text-evaluation, text-reranking, feature-extraction, sentence-similarity, Sentence Similarity, natural_questions, ms_marco, fever, hotpot_qa, mteb, en, arxiv:2404.05961, license:mit, model-index, region:us
Card metadata: library_name: peft
license: mit
language: en
pipeline_tag: sentence-similarity
tags: text-embedding, embeddings, information-retrieval, beir, text-classification, language-model, text-clustering, text-semantic-similarity, text-evaluation, text-reranking, feature-extraction, sentence-similarity, Sentence Similarity, natural_questions, ms_marco, fever, hotpot_qa, mteb
model-index: name: LLM2Vec-Sheared-LLaMA-unsupervised
results: task: type: Classification
dataset: type: mteb/amazon_counterfactual
name: MTEB AmazonCounterfactualClassification (en)
config: en
split: test
revision: e8379541af4e31359cca9fbcf4b00f2671dba205
metrics: type: accuracy
value: 72.92537313432835
verified: no, type: ap
value: 36.6875749512053
verified: no, type: f1
value: 67.36274146169845
verified: no, task: type: Classification
dataset: type: mteb/amazon_polarity
name: MTEB AmazonPolarityClassification
config: default
split: test
revision: e2d317d38cd51312af73b3d32a06d1a08b442046
metrics: type: accuracy
value: 74.282675
verified: no, type: ap
value: 69.15441866642587
verified: no, type: f1
value: 74.13028166370813
verified: no, task: type: Classification
dataset: type: mteb/amazon_reviews_multi
name: MTEB AmazonReviewsClassification (en)
config: en
split: test
revision: 1399c76144fd37290681b995c656ef9b2e06e26d
metrics: type: accuracy
value: 36.136
verified: no, type: f1
value: 35.840498320506235
verified: no, task: type: Retrieval
dataset: type: arguana
name: MTEB ArguAna
config: default
split: test
revision: None
metrics: type: map_at_1
value: 21.407999999999998
verified: no, type: map_at_10
value: 35.474
verified: no, type: map_at_100
value: 36.653999999999996
verified: no, type: map_at_1000
value: 36.68
verified: no, type: map_at_3
value: 30.974
verified: no, type: map_at_5
value: 33.265
verified: no, type: mrr_at_1
value: 22.119
verified: no, type: mrr_at_10
value: 35.714
verified: no, type: mrr_at_100
value: 36.895
verified: no, type: mrr_at_1000
value: 36.921
verified: no, type: mrr_at_3
value: 31.2
verified: no, type: mrr_at_5
value: 33.518
verified: no, type: ndcg_at_1
value: 21.407999999999998
verified: no, type: ndcg_at_10
value: 43.644
verified: no, type: ndcg_at_100
value: 49.035000000000004
verified: no, type: ndcg_at_1000
value: 49.685
verified: no, type: ndcg_at_3
value: 34.174
verified: no, type: ndcg_at_5
value: 38.288
verified: no, type: precision_at_1
value: 21.407999999999998
verified: no, type: precision_at_10
value: 6.999
verified: no, type: precision_at_100
value: 0.9440000000000001
verified: no, type: precision_at_1000
value: 0.099
verified: no, type: precision_at_3
value: 14.485999999999999
verified: no, type: precision_at_5
value: 10.683
verified: no, type: recall_at_1
value: 21.407999999999998
verified: no, type: recall_at_10
value: 69.986
verified: no, type: recall_at_100
value: 94.381
verified: no, type: recall_at_1000
value: 99.431
verified: no, type: recall_at_3
value: 43.457
verified: no, type: recall_at_5
value: 53.413999999999994
verified: no, task: type: Clustering
dataset: type: mteb/arxiv-clustering-p2p
name: MTEB ArxivClusteringP2P
config: default
split: test
revision: a122ad7f3f0291bf49cc6f4d32aa80929df69d5d
metrics: type: v_measure
value: 42.915010245699904
verified: no, task: type: Clustering
dataset: type: mteb/arxiv-clustering-s2s
name: MTEB ArxivClusteringS2S
config: default
split: test
revision: f910caf1a6075f7329cdf8c1a6135696f37dbd53
metrics: type: v_measure
value: 35.19568272188972
verified: no, task: type: Reranking
dataset: type: mteb/askubuntudupquestions-reranking
name: MTEB AskUbuntuDupQuestions
config: default
split: test
revision: 2000358ca161889fa9c082cb41daa8dcfb161a54
metrics: type: map
value: 52.696972763822615
verified: no, type: mrr
value: 65.87136701402629
verified: no, task: type: STS
dataset: type: mteb/biosses-sts
name: MTEB BIOSSES
config: default
split: test
revision: d3fb88f8f02e40887cd149695127462bbcf29b4a
metrics: type: cos_sim_spearman
value: 75.12038636775851
verified: no, task: type: Classification
dataset: type: mteb/banking77
name: MTEB Banking77Classification
config: default
split: test
revision: 0fd18e25b25c072e09e0d92ab615fda904d66300
metrics: type: accuracy
value: 78.99675324675324
verified: no, type: f1
value: 78.90527329824852
verified: no, task: type: Clustering
dataset: type: mteb/biorxiv-clustering-p2p
name: MTEB BiorxivClusteringP2P
config: default
split: test
revision: 65b79d1d13f80053f67aca9498d9402c2d9f1f40
metrics: type: v_measure
value: 35.02170435970243
verified: no, task: type: Clustering
dataset: type: mteb/biorxiv-clustering-s2s
name: MTEB BiorxivClusteringS2S
config: default
split: test
revision: 258694dd0231531bc1fd9de6ceb52a0853c6d908
metrics: type: v_measure
value: 27.208216971540782
verified: no, task: type: Retrieval
dataset: type: cqadupstack/android
name: MTEB CQADupstackAndroidRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 16.432
verified: no, type: map_at_10
value: 23.769000000000002
verified: no, type: map_at_100
value: 25.038
verified: no, type: map_at_1000
value: 25.208000000000002
verified: no, type: map_at_3
value: 21.532999999999998
verified: no, type: map_at_5
value: 22.668
verified: no, type: mrr_at_1
value: 21.316
verified: no, type: mrr_at_10
value: 28.89
verified: no, type: mrr_at_100
value: 29.799999999999997
verified: no, type: mrr_at_1000
value: 29.887999999999998
verified: no, type: mrr_at_3
value: 26.705000000000002
verified: no, type: mrr_at_5
value: 27.864
verified: no, type: ndcg_at_1
value: 21.316
verified: no, type: ndcg_at_10
value: 28.656
verified: no, type: ndcg_at_100
value: 34.405
verified: no, type: ndcg_at_1000
value: 37.771
verified: no, type: ndcg_at_3
value: 24.98
verified: no, type: ndcg_at_5
value: 26.384999999999998
verified: no, type: precision_at_1
value: 21.316
verified: no, type: precision_at_10
value: 5.8229999999999995
verified: no, type: precision_at_100
value: 1.157
verified: no, type: precision_at_1000
value: 0.181
verified: no, type: precision_at_3
value: 12.446
verified: no, type: precision_at_5
value: 8.984
verified: no, type: recall_at_1
value: 16.432
verified: no, type: recall_at_10
value: 37.696000000000005
verified: no, type: recall_at_100
value: 63.198
verified: no, type: recall_at_1000
value: 86.651
verified: no, type: recall_at_3
value: 26.651000000000003
verified: no, type: recall_at_5
value: 30.901
verified: no, task: type: Retrieval
dataset: type: cqadupstack/english
name: MTEB CQADupstackEnglishRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 16.106
verified: no, type: map_at_10
value: 21.770999999999997
verified: no, type: map_at_100
value: 22.538
verified: no, type: map_at_1000
value: 22.656000000000002
verified: no, type: map_at_3
value: 19.918
verified: no, type: map_at_5
value: 20.957
verified: no, type: mrr_at_1
value: 21.083
verified: no, type: mrr_at_10
value: 26.502
verified: no, type: mrr_at_100
value: 27.161
verified: no, type: mrr_at_1000
value: 27.234
verified: no, type: mrr_at_3
value: 24.735
verified: no, type: mrr_at_5
value: 25.753999999999998
verified: no, type: ndcg_at_1
value: 21.083
verified: no, type: ndcg_at_10
value: 25.625999999999998
verified: no, type: ndcg_at_100
value: 29.152
verified: no, type: ndcg_at_1000
value: 32.025
verified: no, type: ndcg_at_3
value: 22.721
verified: no, type: ndcg_at_5
value: 24.029
verified: no, type: precision_at_1
value: 21.083
verified: no, type: precision_at_10
value: 4.8919999999999995
verified: no, type: precision_at_100
value: 0.844
verified: no, type: precision_at_1000
value: 0.13699999999999998
verified: no, type: precision_at_3
value: 11.104
verified: no, type: precision_at_5
value: 7.987
verified: no, type: recall_at_1
value: 16.106
verified: no, type: recall_at_10
value: 32.385999999999996
verified: no, type: recall_at_100
value: 47.961999999999996
verified: no, type: recall_at_1000
value: 67.63900000000001
verified: no, type: recall_at_3
value: 23.568
verified: no, type: recall_at_5
value: 27.326
verified: no, task: type: Retrieval
dataset: type: cqadupstack/gaming
name: MTEB CQADupstackGamingRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 22.517
verified: no, type: map_at_10
value: 29.593999999999998
verified: no, type: map_at_100
value: 30.695
verified: no, type: map_at_1000
value: 30.803000000000004
verified: no, type: map_at_3
value: 27.592
verified: no, type: map_at_5
value: 28.768
verified: no, type: mrr_at_1
value: 26.27
verified: no, type: mrr_at_10
value: 33.076
verified: no, type: mrr_at_100
value: 33.998
verified: no, type: mrr_at_1000
value: 34.073
verified: no, type: mrr_at_3
value: 31.223
verified: no, type: mrr_at_5
value: 32.257000000000005
verified: no, type: ndcg_at_1
value: 26.27
verified: no, type: ndcg_at_10
value: 33.726
verified: no, type: ndcg_at_100
value: 39.079
verified: no, type: ndcg_at_1000
value: 41.762
verified: no, type: ndcg_at_3
value: 30.064
verified: no, type: ndcg_at_5
value: 31.858999999999998
verified: no, type: precision_at_1
value: 26.27
verified: no, type: precision_at_10
value: 5.448
verified: no, type: precision_at_100
value: 0.898
verified: no, type: precision_at_1000
value: 0.121
verified: no, type: precision_at_3
value: 13.417000000000002
verified: no, type: precision_at_5
value: 9.317
verified: no, type: recall_at_1
value: 22.517
verified: no, type: recall_at_10
value: 42.814
verified: no, type: recall_at_100
value: 67.037
verified: no, type: recall_at_1000
value: 86.89099999999999
verified: no, type: recall_at_3
value: 33.041
verified: no, type: recall_at_5
value: 37.389
verified: no, task: type: Retrieval
dataset: type: cqadupstack/gis
name: MTEB CQADupstackGisRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 7.681
verified: no, type: map_at_10
value: 10.655000000000001
verified: no, type: map_at_100
value: 11.274000000000001
verified: no, type: map_at_1000
value: 11.381
verified: no, type: map_at_3
value: 9.793000000000001
verified: no, type: map_at_5
value: 10.202
verified: no, type: mrr_at_1
value: 8.248999999999999
verified: no, type: mrr_at_10
value: 11.453000000000001
verified: no, type: mrr_at_100
value: 12.074
verified: no, type: mrr_at_1000
value: 12.174
verified: no, type: mrr_at_3
value: 10.452
verified: no, type: mrr_at_5
value: 10.989
verified: no, type: ndcg_at_1
value: 8.248999999999999
verified: no, type: ndcg_at_10
value: 12.467
verified: no, type: ndcg_at_100
value: 15.942
verified: no, type: ndcg_at_1000
value: 19.378999999999998
verified: no, type: ndcg_at_3
value: 10.631
verified: no, type: ndcg_at_5
value: 11.411
verified: no, type: precision_at_1
value: 8.248999999999999
verified: no, type: precision_at_10
value: 1.966
verified: no, type: precision_at_100
value: 0.40099999999999997
verified: no, type: precision_at_1000
value: 0.075
verified: no, type: precision_at_3
value: 4.444
verified: no, type: precision_at_5
value: 3.186
verified: no, type: recall_at_1
value: 7.681
verified: no, type: recall_at_10
value: 17.302
verified: no, type: recall_at_100
value: 34.014
verified: no, type: recall_at_1000
value: 61.207
verified: no, type: recall_at_3
value: 12.389
verified: no, type: recall_at_5
value: 14.158999999999999
verified: no, task: type: Retrieval
dataset: type: cqadupstack/mathematica
name: MTEB CQADupstackMathematicaRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 3.868
verified: no, type: map_at_10
value: 6.281000000000001
verified: no, type: map_at_100
value: 6.903
verified: no, type: map_at_1000
value: 7.038
verified: no, type: map_at_3
value: 5.234
verified: no, type: map_at_5
value: 5.685
verified: no, type: mrr_at_1
value: 5.1
verified: no, type: mrr_at_10
value: 8.148
verified: no, type: mrr_at_100
value: 8.846
verified: no, type: mrr_at_1000
value: 8.963000000000001
verified: no, type: mrr_at_3
value: 6.944
verified: no, type: mrr_at_5
value: 7.498
verified: no, type: ndcg_at_1
value: 5.1
verified: no, type: ndcg_at_10
value: 8.405999999999999
verified: no, type: ndcg_at_100
value: 12.014
verified: no, type: ndcg_at_1000
value: 15.956999999999999
verified: no, type: ndcg_at_3
value: 6.22
verified: no, type: ndcg_at_5
value: 6.962
verified: no, type: precision_at_1
value: 5.1
verified: no, type: precision_at_10
value: 1.8159999999999998
verified: no, type: precision_at_100
value: 0.437
verified: no, type: precision_at_1000
value: 0.09
verified: no, type: precision_at_3
value: 3.1510000000000002
verified: no, type: precision_at_5
value: 2.463
verified: no, type: recall_at_1
value: 3.868
verified: no, type: recall_at_10
value: 13.319
verified: no, type: recall_at_100
value: 29.985
verified: no, type: recall_at_1000
value: 59.245999999999995
verified: no, type: recall_at_3
value: 7.0809999999999995
verified: no, type: recall_at_5
value: 8.914
verified: no, task: type: Retrieval
dataset: type: cqadupstack/physics
name: MTEB CQADupstackPhysicsRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 13.091
verified: no, type: map_at_10
value: 18.701999999999998
verified: no, type: map_at_100
value: 19.897000000000002
verified: no, type: map_at_1000
value: 20.044
verified: no, type: map_at_3
value: 17.041999999999998
verified: no, type: map_at_5
value: 17.943
verified: no, type: mrr_at_1
value: 16.939
verified: no, type: mrr_at_10
value: 23.038
verified: no, type: mrr_at_100
value: 24.029
verified: no, type: mrr_at_1000
value: 24.12
verified: no, type: mrr_at_3
value: 21.221999999999998
verified: no, type: mrr_at_5
value: 22.198999999999998
verified: no, type: ndcg_at_1
value: 16.939
verified: no, type: ndcg_at_10
value: 22.566
verified: no, type: ndcg_at_100
value: 28.364
verified: no, type: ndcg_at_1000
value: 31.646
verified: no, type: ndcg_at_3
value: 19.646
verified: no, type: ndcg_at_5
value: 20.915
verified: no, type: precision_at_1
value: 16.939
verified: no, type: precision_at_10
value: 4.340999999999999
verified: no, type: precision_at_100
value: 0.882
verified: no, type: precision_at_1000
value: 0.13799999999999998
verified: no, type: precision_at_3
value: 9.785
verified: no, type: precision_at_5
value: 6.93
verified: no, type: recall_at_1
value: 13.091
verified: no, type: recall_at_10
value: 30.022
verified: no, type: recall_at_100
value: 55.579
verified: no, type: recall_at_1000
value: 78.14
verified: no, type: recall_at_3
value: 21.4
verified: no, type: recall_at_5
value: 25.020999999999997
verified: no, task: type: Retrieval
dataset: type: cqadupstack/programmers
name: MTEB CQADupstackProgrammersRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 11.315999999999999
verified: no, type: map_at_10
value: 16.191
verified: no, type: map_at_100
value: 17.116
verified: no, type: map_at_1000
value: 17.262
verified: no, type: map_at_3
value: 14.302999999999999
verified: no, type: map_at_5
value: 15.278
verified: no, type: mrr_at_1
value: 14.269000000000002
verified: no, type: mrr_at_10
value: 19.409000000000002
verified: no, type: mrr_at_100
value: 20.298
verified: no, type: mrr_at_1000
value: 20.393
verified: no, type: mrr_at_3
value: 17.504
verified: no, type: mrr_at_5
value: 18.423000000000002
verified: no, type: ndcg_at_1
value: 14.269000000000002
verified: no, type: ndcg_at_10
value: 19.735
verified: no, type: ndcg_at_100
value: 24.582
verified: no, type: ndcg_at_1000
value: 28.337
verified: no, type: ndcg_at_3
value: 16.220000000000002
verified: no, type: ndcg_at_5
value: 17.644000000000002
verified: no, type: precision_at_1
value: 14.269000000000002
verified: no, type: precision_at_10
value: 3.721
verified: no, type: precision_at_100
value: 0.752
verified: no, type: precision_at_1000
value: 0.129
verified: no, type: precision_at_3
value: 7.800999999999999
verified: no, type: precision_at_5
value: 5.753
verified: no, type: recall_at_1
value: 11.315999999999999
verified: no, type: recall_at_10
value: 27.693
verified: no, type: recall_at_100
value: 49.265
verified: no, type: recall_at_1000
value: 76.291
verified: no, type: recall_at_3
value: 17.593
verified: no, type: recall_at_5
value: 21.368000000000002
verified: no, task: type: Retrieval
dataset: type: mteb/cqadupstack
name: MTEB CQADupstackRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 11.131583333333332
verified: no, type: map_at_10
value: 15.4605
verified: no, type: map_at_100
value: 16.3075
verified: no, type: map_at_1000
value: 16.4375
verified: no, type: map_at_3
value: 13.995833333333332
verified: no, type: map_at_5
value: 14.783666666666667
verified: no, type: mrr_at_1
value: 13.805833333333334
verified: no, type: mrr_at_10
value: 18.405749999999998
verified: no, type: mrr_at_100
value: 19.17516666666667
verified: no, type: mrr_at_1000
value: 19.265833333333333
verified: no, type: mrr_at_3
value: 16.892416666666666
verified: no, type: mrr_at_5
value: 17.71058333333333
verified: no, type: ndcg_at_1
value: 13.805833333333334
verified: no, type: ndcg_at_10
value: 18.500666666666664
verified: no, type: ndcg_at_100
value: 22.78191666666667
verified: no, type: ndcg_at_1000
value: 26.095583333333334
verified: no, type: ndcg_at_3
value: 15.846916666666663
verified: no, type: ndcg_at_5
value: 17.004250000000003
verified: no, type: precision_at_1
value: 13.805833333333334
verified: no, type: precision_at_10
value: 3.4233333333333325
verified: no, type: precision_at_100
value: 0.6828333333333333
verified: no, type: precision_at_1000
value: 0.11641666666666667
verified: no, type: precision_at_3
value: 7.511749999999999
verified: no, type: precision_at_5
value: 5.440916666666666
verified: no, type: recall_at_1
value: 11.131583333333332
verified: no, type: recall_at_10
value: 24.794166666666666
verified: no, type: recall_at_100
value: 44.356
verified: no, type: recall_at_1000
value: 68.71899999999998
verified: no, type: recall_at_3
value: 17.145583333333335
verified: no, type: recall_at_5
value: 20.229083333333335
verified: no, task: type: Retrieval
dataset: type: cqadupstack/stats
name: MTEB CQADupstackStatsRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 7.5520000000000005
verified: no, type: map_at_10
value: 10.355
verified: no, type: map_at_100
value: 10.875
verified: no, type: map_at_1000
value: 10.972999999999999
verified: no, type: map_at_3
value: 9.341000000000001
verified: no, type: map_at_5
value: 9.969
verified: no, type: mrr_at_1
value: 9.049
verified: no, type: mrr_at_10
value: 12.002
verified: no, type: mrr_at_100
value: 12.55
verified: no, type: mrr_at_1000
value: 12.635
verified: no, type: mrr_at_3
value: 11.12
verified: no, type: mrr_at_5
value: 11.626
verified: no, type: ndcg_at_1
value: 9.049
verified: no, type: ndcg_at_10
value: 12.241
verified: no, type: ndcg_at_100
value: 15.231
verified: no, type: ndcg_at_1000
value: 18.265
verified: no, type: ndcg_at_3
value: 10.424999999999999
verified: no, type: ndcg_at_5
value: 11.360000000000001
verified: no, type: precision_at_1
value: 9.049
verified: no, type: precision_at_10
value: 2.147
verified: no, type: precision_at_100
value: 0.411
verified: no, type: precision_at_1000
value: 0.073
verified: no, type: precision_at_3
value: 4.755
verified: no, type: precision_at_5
value: 3.558
verified: no, type: recall_at_1
value: 7.5520000000000005
verified: no, type: recall_at_10
value: 16.448999999999998
verified: no, type: recall_at_100
value: 30.505
verified: no, type: recall_at_1000
value: 54.435
verified: no, type: recall_at_3
value: 11.366
verified: no, type: recall_at_5
value: 13.758999999999999
verified: no, task: type: Retrieval
dataset: type: cqadupstack/tex
name: MTEB CQADupstackTexRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 5.954000000000001
verified: no, type: map_at_10
value: 8.229000000000001
verified: no, type: map_at_100
value: 8.694
verified: no, type: map_at_1000
value: 8.788
verified: no, type: map_at_3
value: 7.5
verified: no, type: map_at_5
value: 7.856000000000001
verified: no, type: mrr_at_1
value: 7.983
verified: no, type: mrr_at_10
value: 10.833
verified: no, type: mrr_at_100
value: 11.324
verified: no, type: mrr_at_1000
value: 11.404
verified: no, type: mrr_at_3
value: 9.911
verified: no, type: mrr_at_5
value: 10.401
verified: no, type: ndcg_at_1
value: 7.983
verified: no, type: ndcg_at_10
value: 10.126
verified: no, type: ndcg_at_100
value: 12.702
verified: no, type: ndcg_at_1000
value: 15.581999999999999
verified: no, type: ndcg_at_3
value: 8.779
verified: no, type: ndcg_at_5
value: 9.279
verified: no, type: precision_at_1
value: 7.983
verified: no, type: precision_at_10
value: 1.955
verified: no, type: precision_at_100
value: 0.392
verified: no, type: precision_at_1000
value: 0.076
verified: no, type: precision_at_3
value: 4.382
verified: no, type: precision_at_5
value: 3.09
verified: no, type: recall_at_1
value: 5.954000000000001
verified: no, type: recall_at_10
value: 13.472000000000001
verified: no, type: recall_at_100
value: 25.407999999999998
verified: no, type: recall_at_1000
value: 47.028
verified: no, type: recall_at_3
value: 9.367
verified: no, type: recall_at_5
value: 10.867
verified: no, task: type: Retrieval
dataset: type: cqadupstack/unix
name: MTEB CQADupstackUnixRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 8.894
verified: no, type: map_at_10
value: 12.758
verified: no, type: map_at_100
value: 13.639999999999999
verified: no, type: map_at_1000
value: 13.76
verified: no, type: map_at_3
value: 11.447000000000001
verified: no, type: map_at_5
value: 12.205
verified: no, type: mrr_at_1
value: 10.914
verified: no, type: mrr_at_10
value: 15.739
verified: no, type: mrr_at_100
value: 16.589000000000002
verified: no, type: mrr_at_1000
value: 16.679
verified: no, type: mrr_at_3
value: 14.179
verified: no, type: mrr_at_5
value: 15.162999999999998
verified: no, type: ndcg_at_1
value: 10.914
verified: no, type: ndcg_at_10
value: 15.629000000000001
verified: no, type: ndcg_at_100
value: 20.261000000000003
verified: no, type: ndcg_at_1000
value: 23.781
verified: no, type: ndcg_at_3
value: 13.102
verified: no, type: ndcg_at_5
value: 14.338000000000001
verified: no, type: precision_at_1
value: 10.914
verified: no, type: precision_at_10
value: 2.91
verified: no, type: precision_at_100
value: 0.601
verified: no, type: precision_at_1000
value: 0.10200000000000001
verified: no, type: precision_at_3
value: 6.311999999999999
verified: no, type: precision_at_5
value: 4.683
verified: no, type: recall_at_1
value: 8.894
verified: no, type: recall_at_10
value: 21.45
verified: no, type: recall_at_100
value: 42.617
verified: no, type: recall_at_1000
value: 69.233
verified: no, type: recall_at_3
value: 14.52
verified: no, type: recall_at_5
value: 17.681
verified: no, task: type: Retrieval
dataset: type: cqadupstack/webmasters
name: MTEB CQADupstackWebmastersRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 12.158
verified: no, type: map_at_10
value: 16.332
verified: no, type: map_at_100
value: 17.458000000000002
verified: no, type: map_at_1000
value: 17.687
verified: no, type: map_at_3
value: 14.529
verified: no, type: map_at_5
value: 15.515
verified: no, type: mrr_at_1
value: 15.809999999999999
verified: no, type: mrr_at_10
value: 19.917
verified: no, type: mrr_at_100
value: 20.875
verified: no, type: mrr_at_1000
value: 20.985
verified: no, type: mrr_at_3
value: 18.116
verified: no, type: mrr_at_5
value: 19.025
verified: no, type: ndcg_at_1
value: 15.809999999999999
verified: no, type: ndcg_at_10
value: 19.869999999999997
verified: no, type: ndcg_at_100
value: 24.907
verified: no, type: ndcg_at_1000
value: 29.076999999999998
verified: no, type: ndcg_at_3
value: 16.899
verified: no, type: ndcg_at_5
value: 18.23
verified: no, type: precision_at_1
value: 15.809999999999999
verified: no, type: precision_at_10
value: 3.972
verified: no, type: precision_at_100
value: 0.9860000000000001
verified: no, type: precision_at_1000
value: 0.203
verified: no, type: precision_at_3
value: 8.169
verified: no, type: precision_at_5
value: 6.087
verified: no, type: recall_at_1
value: 12.158
verified: no, type: recall_at_10
value: 26.338
verified: no, type: recall_at_100
value: 49.845
verified: no, type: recall_at_1000
value: 78.82000000000001
verified: no, type: recall_at_3
value: 16.997
verified: no, type: recall_at_5
value: 20.848
verified: no, task: type: Retrieval
dataset: type: cqadupstack/wordpress
name: MTEB CQADupstackWordpressRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 8.01
verified: no, type: map_at_10
value: 10.889
verified: no, type: map_at_100
value: 11.562
verified: no, type: map_at_1000
value: 11.65
verified: no, type: map_at_3
value: 9.718
verified: no, type: map_at_5
value: 10.358
verified: no, type: mrr_at_1
value: 8.688
verified: no, type: mrr_at_10
value: 11.862
verified: no, type: mrr_at_100
value: 12.558
verified: no, type: mrr_at_1000
value: 12.642000000000001
verified: no, type: mrr_at_3
value: 10.598
verified: no, type: mrr_at_5
value: 11.328000000000001
verified: no, type: ndcg_at_1
value: 8.688
verified: no, type: ndcg_at_10
value: 12.959999999999999
verified: no, type: ndcg_at_100
value: 16.744
verified: no, type: ndcg_at_1000
value: 19.564999999999998
verified: no, type: ndcg_at_3
value: 10.476
verified: no, type: ndcg_at_5
value: 11.639
verified: no, type: precision_at_1
value: 8.688
verified: no, type: precision_at_10
value: 2.089
verified: no, type: precision_at_100
value: 0.43299999999999994
verified: no, type: precision_at_1000
value: 0.07200000000000001
verified: no, type: precision_at_3
value: 4.375
verified: no, type: precision_at_5
value: 3.253
verified: no, type: recall_at_1
value: 8.01
verified: no, type: recall_at_10
value: 18.589
verified: no, type: recall_at_100
value: 36.857
verified: no, type: recall_at_1000
value: 59.047000000000004
verified: no, type: recall_at_3
value: 11.774
verified: no, type: recall_at_5
value: 14.516000000000002
verified: no, task: type: Retrieval
dataset: type: climate-fever
name: MTEB ClimateFEVER
config: default
split: test
revision: None
metrics: type: map_at_1
value: 6.4719999999999995
verified: no, type: map_at_10
value: 12.322
verified: no, type: map_at_100
value: 14.122000000000002
verified: no, type: map_at_1000
value: 14.35
verified: no, type: map_at_3
value: 9.667
verified: no, type: map_at_5
value: 10.931000000000001
verified: no, type: mrr_at_1
value: 15.179
verified: no, type: mrr_at_10
value: 24.864
verified: no, type: mrr_at_100
value: 26.144000000000002
verified: no, type: mrr_at_1000
value: 26.198
verified: no, type: mrr_at_3
value: 20.999000000000002
verified: no, type: mrr_at_5
value: 23.097
verified: no, type: ndcg_at_1
value: 15.179
verified: no, type: ndcg_at_10
value: 18.951999999999998
verified: no, type: ndcg_at_100
value: 26.924
verified: no, type: ndcg_at_1000
value: 30.991999999999997
verified: no, type: ndcg_at_3
value: 13.778000000000002
verified: no, type: ndcg_at_5
value: 15.549
verified: no, type: precision_at_1
value: 15.179
verified: no, type: precision_at_10
value: 6.625
verified: no, type: precision_at_100
value: 1.516
verified: no, type: precision_at_1000
value: 0.22599999999999998
verified: no, type: precision_at_3
value: 10.51
verified: no, type: precision_at_5
value: 8.847
verified: no, type: recall_at_1
value: 6.4719999999999995
verified: no, type: recall_at_10
value: 25.191999999999997
verified: no, type: recall_at_100
value: 53.315
verified: no, type: recall_at_1000
value: 76.163
verified: no, type: recall_at_3
value: 12.834999999999999
verified: no, type: recall_at_5
value: 17.388
verified: no, task: type: Retrieval
dataset: type: dbpedia-entity
name: MTEB DBPedia
config: default
split: test
revision: None
metrics: type: map_at_1
value: 1.947
verified: no, type: map_at_10
value: 4.858
verified: no, type: map_at_100
value: 7.185999999999999
verified: no, type: map_at_1000
value: 7.931000000000001
verified: no, type: map_at_3
value: 3.2939999999999996
verified: no, type: map_at_5
value: 3.914
verified: no, type: mrr_at_1
value: 23.25
verified: no, type: mrr_at_10
value: 33.035
verified: no, type: mrr_at_100
value: 33.721000000000004
verified: no, type: mrr_at_1000
value: 33.789
verified: no, type: mrr_at_3
value: 29.75
verified: no, type: mrr_at_5
value: 31.738
verified: no, type: ndcg_at_1
value: 15.625
verified: no, type: ndcg_at_10
value: 13.211999999999998
verified: no, type: ndcg_at_100
value: 16.422
verified: no, type: ndcg_at_1000
value: 23.058999999999997
verified: no, type: ndcg_at_3
value: 14.573
verified: no, type: ndcg_at_5
value: 13.733999999999998
verified: no, type: precision_at_1
value: 23.25
verified: no, type: precision_at_10
value: 12.45
verified: no, type: precision_at_100
value: 4.192
verified: no, type: precision_at_1000
value: 1.083
verified: no, type: precision_at_3
value: 18.667
verified: no, type: precision_at_5
value: 15.950000000000001
verified: no, type: recall_at_1
value: 1.947
verified: no, type: recall_at_10
value: 9.317
verified: no, type: recall_at_100
value: 23.066
verified: no, type: recall_at_1000
value: 45.704
verified: no, type: recall_at_3
value: 4.12
verified: no, type: recall_at_5
value: 5.591
verified: no, task: type: Classification
dataset: type: mteb/emotion
name: MTEB EmotionClassification
config: default
split: test
revision: 4f58c6b202a23cf9a4da393831edf4f9183cad37
metrics: type: accuracy
value: 42.855
verified: no, type: f1
value: 39.029787102377576
verified: no, task: type: Retrieval
dataset: type: fever
name: MTEB FEVER
config: default
split: test
revision: None
metrics: type: map_at_1
value: 8.461
verified: no, type: map_at_10
value: 13.655999999999999
verified: no, type: map_at_100
value: 14.499
verified: no, type: map_at_1000
value: 14.585999999999999
verified: no, type: map_at_3
value: 11.848
verified: no, type: map_at_5
value: 12.842999999999998
verified: no, type: mrr_at_1
value: 9.136
verified: no, type: mrr_at_10
value: 14.587
verified: no, type: mrr_at_100
value: 15.436
verified: no, type: mrr_at_1000
value: 15.518
verified: no, type: mrr_at_3
value: 12.690999999999999
verified: no, type: mrr_at_5
value: 13.747000000000002
verified: no, type: ndcg_at_1
value: 9.136
verified: no, type: ndcg_at_10
value: 16.958000000000002
verified: no, type: ndcg_at_100
value: 21.43
verified: no, type: ndcg_at_1000
value: 24.031
verified: no, type: ndcg_at_3
value: 13.191
verified: no, type: ndcg_at_5
value: 14.987
verified: no, type: precision_at_1
value: 9.136
verified: no, type: precision_at_10
value: 2.897
verified: no, type: precision_at_100
value: 0.532
verified: no, type: precision_at_1000
value: 0.077
verified: no, type: precision_at_3
value: 5.8709999999999996
verified: no, type: precision_at_5
value: 4.47
verified: no, type: recall_at_1
value: 8.461
verified: no, type: recall_at_10
value: 26.509
verified: no, type: recall_at_100
value: 47.776
verified: no, type: recall_at_1000
value: 68.26299999999999
verified: no, type: recall_at_3
value: 16.203
verified: no, type: recall_at_5
value: 20.505000000000003
verified: no, task: type: Retrieval
dataset: type: fiqa
name: MTEB FiQA2018
config: default
split: test
revision: None
metrics: type: map_at_1
value: 7.396
verified: no, type: map_at_10
value: 12.393
verified: no, type: map_at_100
value: 13.857
verified: no, type: map_at_1000
value: 14.086000000000002
verified: no, type: map_at_3
value: 10.545
verified: no, type: map_at_5
value: 11.505
verified: no, type: mrr_at_1
value: 15.432000000000002
verified: no, type: mrr_at_10
value: 21.615000000000002
verified: no, type: mrr_at_100
value: 22.833000000000002
verified: no, type: mrr_at_1000
value: 22.931
verified: no, type: mrr_at_3
value: 19.522000000000002
verified: no, type: mrr_at_5
value: 20.663999999999998
verified: no, type: ndcg_at_1
value: 15.432000000000002
verified: no, type: ndcg_at_10
value: 16.986
verified: no, type: ndcg_at_100
value: 23.880000000000003
verified: no, type: ndcg_at_1000
value: 28.762999999999998
verified: no, type: ndcg_at_3
value: 14.482999999999999
verified: no, type: ndcg_at_5
value: 15.334999999999999
verified: no, type: precision_at_1
value: 15.432000000000002
verified: no, type: precision_at_10
value: 4.984999999999999
verified: no, type: precision_at_100
value: 1.167
verified: no, type: precision_at_1000
value: 0.2
verified: no, type: precision_at_3
value: 9.825000000000001
verified: no, type: precision_at_5
value: 7.469
verified: no, type: recall_at_1
value: 7.396
verified: no, type: recall_at_10
value: 21.389
verified: no, type: recall_at_100
value: 48.107
verified: no, type: recall_at_1000
value: 78.366
verified: no, type: recall_at_3
value: 13.181000000000001
verified: no, type: recall_at_5
value: 16.611
verified: no, task: type: Retrieval
dataset: type: hotpotqa
name: MTEB HotpotQA
config: default
split: test
revision: None
metrics: type: map_at_1
value: 11.884
verified: no, type: map_at_10
value: 17.09
verified: no, type: map_at_100
value: 17.96
verified: no, type: map_at_1000
value: 18.081
verified: no, type: map_at_3
value: 15.296000000000001
verified: no, type: map_at_5
value: 16.289
verified: no, type: mrr_at_1
value: 23.768
verified: no, type: mrr_at_10
value: 29.991
verified: no, type: mrr_at_100
value: 30.862000000000002
verified: no, type: mrr_at_1000
value: 30.935000000000002
verified: no, type: mrr_at_3
value: 27.986
verified: no, type: mrr_at_5
value: 29.078
verified: no, type: ndcg_at_1
value: 23.768
verified: no, type: ndcg_at_10
value: 22.634999999999998
verified: no, type: ndcg_at_100
value: 27.059
verified: no, type: ndcg_at_1000
value: 30.145
verified: no, type: ndcg_at_3
value: 19.058
verified: no, type: ndcg_at_5
value: 20.762
verified: no, type: precision_at_1
value: 23.768
verified: no, type: precision_at_10
value: 5.2490000000000006
verified: no, type: precision_at_100
value: 0.8829999999999999
verified: no, type: precision_at_1000
value: 0.13
verified: no, type: precision_at_3
value: 12.091000000000001
verified: no, type: precision_at_5
value: 8.605
verified: no, type: recall_at_1
value: 11.884
verified: no, type: recall_at_10
value: 26.246000000000002
verified: no, type: recall_at_100
value: 44.153
verified: no, type: recall_at_1000
value: 64.889
verified: no, type: recall_at_3
value: 18.136
verified: no, type: recall_at_5
value: 21.512
verified: no, task: type: Classification
dataset: type: mteb/imdb
name: MTEB ImdbClassification
config: default
split: test
revision: 3d86128a09e091d6018b6d26cad27f2739fc2db7
metrics: type: accuracy
value: 71.9232
verified: no, type: ap
value: 66.56619827391917
verified: no, type: f1
value: 71.60536244284128
verified: no, task: type: Retrieval
dataset: type: msmarco
name: MTEB MSMARCO
config: default
split: dev
revision: None
metrics: type: map_at_1
value: 3.037
verified: no, type: map_at_10
value: 5.414
verified: no, type: map_at_100
value: 6.072
verified: no, type: map_at_1000
value: 6.172
verified: no, type: map_at_3
value: 4.437
verified: no, type: map_at_5
value: 4.939
verified: no, type: mrr_at_1
value: 3.123
verified: no, type: mrr_at_10
value: 5.572
verified: no, type: mrr_at_100
value: 6.235
verified: no, type: mrr_at_1000
value: 6.334
verified: no, type: mrr_at_3
value: 4.563
verified: no, type: mrr_at_5
value: 5.09
verified: no, type: ndcg_at_1
value: 3.123
verified: no, type: ndcg_at_10
value: 7.027
verified: no, type: ndcg_at_100
value: 10.776
verified: no, type: ndcg_at_1000
value: 13.904
verified: no, type: ndcg_at_3
value: 4.95
verified: no, type: ndcg_at_5
value: 5.865
verified: no, type: precision_at_1
value: 3.123
verified: no, type: precision_at_10
value: 1.252
verified: no, type: precision_at_100
value: 0.32299999999999995
verified: no, type: precision_at_1000
value: 0.059000000000000004
verified: no, type: precision_at_3
value: 2.168
verified: no, type: precision_at_5
value: 1.7680000000000002
verified: no, type: recall_at_1
value: 3.037
verified: no, type: recall_at_10
value: 12.11
verified: no, type: recall_at_100
value: 30.714999999999996
verified: no, type: recall_at_1000
value: 56.006
verified: no, type: recall_at_3
value: 6.3229999999999995
verified: no, type: recall_at_5
value: 8.518
verified: no, task: type: Classification
dataset: type: mteb/mtop_domain
name: MTEB MTOPDomainClassification (en)
config: en
split: test
revision: d80d48c1eb48d3562165c59d59d0034df9fff0bf
metrics: type: accuracy
value: 91.24259005927954
verified: no, type: f1
value: 90.7594022786747
verified: no, task: type: Classification
dataset: type: mteb/mtop_intent
name: MTEB MTOPIntentClassification (en)
config: en
split: test
revision: ae001d0e6b1228650b7bd1c2c65fb50ad11a8aba
metrics: type: accuracy
value: 74.08344733242134
verified: no, type: f1
value: 52.377556461789055
verified: no, task: type: Classification
dataset: type: mteb/amazon_massive_intent
name: MTEB MassiveIntentClassification (en)
config: en
split: test
revision: 31efe3c427b0bae9c22cbb560b8f15491cc6bed7
metrics: type: accuracy
value: 69.99327505043712
verified: no, type: f1
value: 66.15141376479805
verified: no, task: type: Classification
dataset: type: mteb/amazon_massive_scenario
name: MTEB MassiveScenarioClassification (en)
config: en
split: test
revision: 7d571f92784cd94a019292a1f45445077d0ef634
metrics: type: accuracy
value: 75.1546738399462
verified: no, type: f1
value: 74.83013584700711
verified: no, task: type: Clustering
dataset: type: mteb/medrxiv-clustering-p2p
name: MTEB MedrxivClusteringP2P
config: default
split: test
revision: e7a26af6f3ae46b30dde8737f02c07b1505bcc73
metrics: type: v_measure
value: 30.146364191412356
verified: no, task: type: Clustering
dataset: type: mteb/medrxiv-clustering-s2s
name: MTEB MedrxivClusteringS2S
config: default
split: test
revision: 35191c8c0dca72d8ff3efcd72aa802307d469663
metrics: type: v_measure
value: 26.96347584990607
verified: no, task: type: Reranking
dataset: type: mteb/mind_small
name: MTEB MindSmallReranking
config: default
split: test
revision: 3bdac13927fdc888b903db93b2ffdbd90b295a69
metrics: type: map
value: 29.520993847103533
verified: no, type: mrr
value: 30.402007095845374
verified: no, task: type: Retrieval
dataset: type: nfcorpus
name: MTEB NFCorpus
config: default
split: test
revision: None
metrics: type: map_at_1
value: 1.72
verified: no, type: map_at_10
value: 4.041
verified: no, type: map_at_100
value: 5.356000000000001
verified: no, type: map_at_1000
value: 6.413
verified: no, type: map_at_3
value: 2.9770000000000003
verified: no, type: map_at_5
value: 3.3689999999999998
verified: no, type: mrr_at_1
value: 21.981
verified: no, type: mrr_at_10
value: 30.286
verified: no, type: mrr_at_100
value: 31.272
verified: no, type: mrr_at_1000
value: 31.347
verified: no, type: mrr_at_3
value: 27.193
verified: no, type: mrr_at_5
value: 28.694999999999997
verified: no, type: ndcg_at_1
value: 19.814
verified: no, type: ndcg_at_10
value: 15.732
verified: no, type: ndcg_at_100
value: 16.033
verified: no, type: ndcg_at_1000
value: 25.865
verified: no, type: ndcg_at_3
value: 17.944
verified: no, type: ndcg_at_5
value: 16.634
verified: no, type: precision_at_1
value: 21.981
verified: no, type: precision_at_10
value: 12.786
verified: no, type: precision_at_100
value: 4.83
verified: no, type: precision_at_1000
value: 1.765
verified: no, type: precision_at_3
value: 17.75
verified: no, type: precision_at_5
value: 15.232000000000001
verified: no, type: recall_at_1
value: 1.72
verified: no, type: recall_at_10
value: 7.436
verified: no, type: recall_at_100
value: 20.275000000000002
verified: no, type: recall_at_1000
value: 54.19500000000001
verified: no, type: recall_at_3
value: 3.787
verified: no, type: recall_at_5
value: 4.829
verified: no, task: type: Retrieval
dataset: type: nq
name: MTEB NQ
config: default
split: test
revision: None
metrics: type: map_at_1
value: 7.964
verified: no, type: map_at_10
value: 14.025000000000002
verified: no, type: map_at_100
value: 15.222
verified: no, type: map_at_1000
value: 15.32
verified: no, type: map_at_3
value: 11.886
verified: no, type: map_at_5
value: 13.056999999999999
verified: no, type: mrr_at_1
value: 9.183
verified: no, type: mrr_at_10
value: 15.651000000000002
verified: no, type: mrr_at_100
value: 16.753999999999998
verified: no, type: mrr_at_1000
value: 16.833000000000002
verified: no, type: mrr_at_3
value: 13.437
verified: no, type: mrr_at_5
value: 14.69
verified: no, type: ndcg_at_1
value: 9.183
verified: no, type: ndcg_at_10
value: 17.96
verified: no, type: ndcg_at_100
value: 23.823
verified: no, type: ndcg_at_1000
value: 26.461000000000002
verified: no, type: ndcg_at_3
value: 13.536999999999999
verified: no, type: ndcg_at_5
value: 15.642
verified: no, type: precision_at_1
value: 9.183
verified: no, type: precision_at_10
value: 3.366
verified: no, type: precision_at_100
value: 0.67
verified: no, type: precision_at_1000
value: 0.092
verified: no, type: precision_at_3
value: 6.547
verified: no, type: precision_at_5
value: 5.098
verified: no, type: recall_at_1
value: 7.964
verified: no, type: recall_at_10
value: 28.599000000000004
verified: no, type: recall_at_100
value: 55.381
verified: no, type: recall_at_1000
value: 75.63
verified: no, type: recall_at_3
value: 16.77
verified: no, type: recall_at_5
value: 21.671000000000003
verified: no, task: type: Retrieval
dataset: type: quora
name: MTEB QuoraRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 59.846999999999994
verified: no, type: map_at_10
value: 73.18599999999999
verified: no, type: map_at_100
value: 74.055
verified: no, type: map_at_1000
value: 74.09
verified: no, type: map_at_3
value: 69.95700000000001
verified: no, type: map_at_5
value: 71.925
verified: no, type: mrr_at_1
value: 69
verified: no, type: mrr_at_10
value: 77.23299999999999
verified: no, type: mrr_at_100
value: 77.52
verified: no, type: mrr_at_1000
value: 77.526
verified: no, type: mrr_at_3
value: 75.59
verified: no, type: mrr_at_5
value: 76.63799999999999
verified: no, type: ndcg_at_1
value: 69.02000000000001
verified: no, type: ndcg_at_10
value: 78.226
verified: no, type: ndcg_at_100
value: 80.60199999999999
verified: no, type: ndcg_at_1000
value: 80.971
verified: no, type: ndcg_at_3
value: 74.124
verified: no, type: ndcg_at_5
value: 76.265
verified: no, type: precision_at_1
value: 69.02000000000001
verified: no, type: precision_at_10
value: 12.102
verified: no, type: precision_at_100
value: 1.468
verified: no, type: precision_at_1000
value: 0.155
verified: no, type: precision_at_3
value: 32.5
verified: no, type: precision_at_5
value: 21.7
verified: no, type: recall_at_1
value: 59.846999999999994
verified: no, type: recall_at_10
value: 88.485
verified: no, type: recall_at_100
value: 97.425
verified: no, type: recall_at_1000
value: 99.523
verified: no, type: recall_at_3
value: 77.051
verified: no, type: recall_at_5
value: 82.762
verified: no, task: type: Clustering
dataset: type: mteb/reddit-clustering
name: MTEB RedditClustering
config: default
split: test
revision: 24640382cdbf8abc73003fb0fa6d111a705499eb
metrics: type: v_measure
value: 38.67296729610079
verified: no, task: type: Clustering
dataset: type: mteb/reddit-clustering-p2p
name: MTEB RedditClusteringP2P
config: default
split: test
revision: 282350215ef01743dc01b456c7f5241fa8937f16
metrics: type: v_measure
value: 53.42017351823769
verified: no, task: type: Retrieval
dataset: type: scidocs
name: MTEB SCIDOCS
config: default
split: test
revision: None
metrics: type: map_at_1
value: 0.893
verified: no, type: map_at_10
value: 2.804
verified: no, type: map_at_100
value: 3.6740000000000004
verified: no, type: map_at_1000
value: 3.94
verified: no, type: map_at_3
value: 1.926
verified: no, type: map_at_5
value: 2.363
verified: no, type: mrr_at_1
value: 4.3
verified: no, type: mrr_at_10
value: 9.520000000000001
verified: no, type: mrr_at_100
value: 10.692
verified: no, type: mrr_at_1000
value: 10.841000000000001
verified: no, type: mrr_at_3
value: 7.6
verified: no, type: mrr_at_5
value: 8.63
verified: no, type: ndcg_at_1
value: 4.3
verified: no, type: ndcg_at_10
value: 5.531
verified: no, type: ndcg_at_100
value: 10.512
verified: no, type: ndcg_at_1000
value: 16.683
verified: no, type: ndcg_at_3
value: 4.632
verified: no, type: ndcg_at_5
value: 4.3229999999999995
verified: no, type: precision_at_1
value: 4.3
verified: no, type: precision_at_10
value: 3.16
verified: no, type: precision_at_100
value: 1.065
verified: no, type: precision_at_1000
value: 0.256
verified: no, type: precision_at_3
value: 4.667000000000001
verified: no, type: precision_at_5
value: 4.1000000000000005
verified: no, type: recall_at_1
value: 0.893
verified: no, type: recall_at_10
value: 6.428000000000001
verified: no, type: recall_at_100
value: 21.662
verified: no, type: recall_at_1000
value: 52.162
verified: no, type: recall_at_3
value: 2.868
verified: no, type: recall_at_5
value: 4.188
verified: no, task: type: STS
dataset: type: mteb/sickr-sts
name: MTEB SICK-R
config: default
split: test
revision: a6ea5a8cab320b040a23452cc28066d9beae2cee
metrics: type: cos_sim_spearman
value: 69.34396953516386
verified: no, task: type: STS
dataset: type: mteb/sts12-sts
name: MTEB STS12
config: default
split: test
revision: a0d554a64d88156834ff5ae9920b964011b16384
metrics: type: cos_sim_spearman
value: 60.094374065360746
verified: no, task: type: STS
dataset: type: mteb/sts13-sts
name: MTEB STS13
config: default
split: test
revision: 7e90230a92c190f1bf69ae9002b8cea547a64cca
metrics: type: cos_sim_spearman
value: 72.51503781013379
verified: no, task: type: STS
dataset: type: mteb/sts14-sts
name: MTEB STS14
config: default
split: test
revision: 6031580fec1f6af667f0bd2da0a551cf4f0b2375
metrics: type: cos_sim_spearman
value: 66.6954698644186
verified: no, task: type: STS
dataset: type: mteb/sts15-sts
name: MTEB STS15
config: default
split: test
revision: ae752c7c21bf194d8b67fd573edf7ae58183cbe3
metrics: type: cos_sim_spearman
value: 77.69462578028768
verified: no, task: type: STS
dataset: type: mteb/sts16-sts
name: MTEB STS16
config: default
split: test
revision: 4d8694f8f0e0100860b497b999b3dbed754a0513
metrics: type: cos_sim_spearman
value: 75.9397626457859
verified: no, task: type: STS
dataset: type: mteb/sts17-crosslingual-sts
name: MTEB STS17 (en-en)
config: en-en
split: test
revision: af5e6fb845001ecf41f4c1e033ce921939a2a68d
metrics: type: cos_sim_spearman
value: 81.67242768943406
verified: no, task: type: STS
dataset: type: mteb/sts22-crosslingual-sts
name: MTEB STS22 (en)
config: en
split: test
revision: 6d1ba47164174a496b7fa5d3569dae26a6813b80
metrics: type: cos_sim_spearman
value: 63.7027324700292
verified: no, task: type: STS
dataset: type: mteb/stsbenchmark-sts
name: MTEB STSBenchmark
config: default
split: test
revision: b0fddb56ed78048fa8b90373c8a3cfc37b684831
metrics: type: cos_sim_spearman
value: 73.36074244064153
verified: no, task: type: Reranking
dataset: type: mteb/scidocs-reranking
name: MTEB SciDocsRR
config: default
split: test
revision: d3c5e1fc0b855ab6097bf1cda04dd73947d7caab
metrics: type: map
value: 67.75984402370518
verified: no, type: mrr
value: 86.9951798383171
verified: no, task: type: Retrieval
dataset: type: scifact
name: MTEB SciFact
config: default
split: test
revision: None
metrics: type: map_at_1
value: 24.583
verified: no, type: map_at_10
value: 33.125
verified: no, type: map_at_100
value: 34.14
verified: no, type: map_at_1000
value: 34.22
verified: no, type: map_at_3
value: 29.616
verified: no, type: map_at_5
value: 31.896
verified: no, type: mrr_at_1
value: 26.333000000000002
verified: no, type: mrr_at_10
value: 34.437
verified: no, type: mrr_at_100
value: 35.363
verified: no, type: mrr_at_1000
value: 35.433
verified: no, type: mrr_at_3
value: 31.333
verified: no, type: mrr_at_5
value: 33.267
verified: no, type: ndcg_at_1
value: 26.333000000000002
verified: no, type: ndcg_at_10
value: 38.311
verified: no, type: ndcg_at_100
value: 43.923
verified: no, type: ndcg_at_1000
value: 45.923
verified: no, type: ndcg_at_3
value: 31.596000000000004
verified: no, type: ndcg_at_5
value: 35.448
verified: no, type: precision_at_1
value: 26.333000000000002
verified: no, type: precision_at_10
value: 5.933
verified: no, type: precision_at_100
value: 0.91
verified: no, type: precision_at_1000
value: 0.109
verified: no, type: precision_at_3
value: 13
verified: no, type: precision_at_5
value: 9.933
verified: no, type: recall_at_1
value: 24.583
verified: no, type: recall_at_10
value: 53.417
verified: no, type: recall_at_100
value: 80.989
verified: no, type: recall_at_1000
value: 96.322
verified: no, type: recall_at_3
value: 35.611
verified: no, type: recall_at_5
value: 44.833
verified: no, task: type: PairClassification
dataset: type: mteb/sprintduplicatequestions-pairclassification
name: MTEB SprintDuplicateQuestions
config: default
split: test
revision: d66bd1f72af766a5cc4b0ca5e00c162f89e8cc46
metrics: type: cos_sim_accuracy
value: 99.48514851485149
verified: no, type: cos_sim_ap
value: 77.36426466374054
verified: no, type: cos_sim_f1
value: 72.0702116675271
verified: no, type: cos_sim_precision
value: 74.49306296691569
verified: no, type: cos_sim_recall
value: 69.8
verified: no, type: dot_accuracy
value: 99.15049504950495
verified: no, type: dot_ap
value: 46.792474140260715
verified: no, type: dot_f1
value: 48.76476906552094
verified: no, type: dot_precision
value: 52.66821345707656
verified: no, type: dot_recall
value: 45.4
verified: no, type: euclidean_accuracy
value: 99.46534653465346
verified: no, type: euclidean_ap
value: 74.1978837990589
verified: no, type: euclidean_f1
value: 69.47256259989345
verified: no, type: euclidean_precision
value: 74.34435575826683
verified: no, type: euclidean_recall
value: 65.2
verified: no, type: manhattan_accuracy
value: 99.47128712871287
verified: no, type: manhattan_ap
value: 75.31910551743364
verified: no, type: manhattan_f1
value: 70.1582105837425
verified: no, type: manhattan_precision
value: 77.19087635054022
verified: no, type: manhattan_recall
value: 64.3
verified: no, type: max_accuracy
value: 99.48514851485149
verified: no, type: max_ap
value: 77.36426466374054
verified: no, type: max_f1
value: 72.0702116675271
verified: no, task: type: Clustering
dataset: type: mteb/stackexchange-clustering
name: MTEB StackExchangeClustering
config: default
split: test
revision: 6cbc1f7b2bc0622f2e39d2c77fa502909748c259
metrics: type: v_measure
value: 59.353792480720436
verified: no, task: type: Clustering
dataset: type: mteb/stackexchange-clustering-p2p
name: MTEB StackExchangeClusteringP2P
config: default
split: test
revision: 815ca46b2622cec33ccafc3735d572c266efdb44
metrics: type: v_measure
value: 31.474896484744836
verified: no, task: type: Reranking
dataset: type: mteb/stackoverflowdupquestions-reranking
name: MTEB StackOverflowDupQuestions
config: default
split: test
revision: e185fbe320c72810689fc5848eb6114e1ef5ec69
metrics: type: map
value: 40.82378653430986
verified: no, type: mrr
value: 41.13905600118835
verified: no, task: type: Summarization
dataset: type: mteb/summeval
name: MTEB SummEval
config: default
split: test
revision: cda12ad7615edc362dbf25a00fdd61d3b1eaf93c
metrics: type: cos_sim_pearson
value: 31.08154836998798
verified: no, type: cos_sim_spearman
value: 31.232033308845907
verified: no, type: dot_pearson
value: 23.767593496465828
verified: no, type: dot_spearman
value: 25.6201612766572
verified: no, task: type: Retrieval
dataset: type: trec-covid
name: MTEB TRECCOVID
config: default
split: test
revision: None
metrics: type: map_at_1
value: 0.186
verified: no, type: map_at_10
value: 1.1809999999999998
verified: no, type: map_at_100
value: 5.21
verified: no, type: map_at_1000
value: 12.447999999999999
verified: no, type: map_at_3
value: 0.44200000000000006
verified: no, type: map_at_5
value: 0.673
verified: no, type: mrr_at_1
value: 72
verified: no, type: mrr_at_10
value: 80.01899999999999
verified: no, type: mrr_at_100
value: 80.42099999999999
verified: no, type: mrr_at_1000
value: 80.42099999999999
verified: no, type: mrr_at_3
value: 78
verified: no, type: mrr_at_5
value: 79.4
verified: no, type: ndcg_at_1
value: 66
verified: no, type: ndcg_at_10
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verified: no, type: ndcg_at_100
value: 37.987
verified: no, type: ndcg_at_1000
value: 34.198
verified: no, type: ndcg_at_3
value: 60.23500000000001
verified: no, type: ndcg_at_5
value: 58.025999999999996
verified: no, type: precision_at_1
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verified: no, type: precision_at_10
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verified: no, type: precision_at_100
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verified: no, type: precision_at_1000
value: 16.106
verified: no, type: precision_at_3
value: 63.333
verified: no, type: precision_at_5
value: 61.6
verified: no, type: recall_at_1
value: 0.186
verified: no, type: recall_at_10
value: 1.458
verified: no, type: recall_at_100
value: 8.455
verified: no, type: recall_at_1000
value: 33.141999999999996
verified: no, type: recall_at_3
value: 0.461
verified: no, type: recall_at_5
value: 0.756
verified: no, task: type: Retrieval
dataset: type: webis-touche2020
name: MTEB Touche2020
config: default
split: test
revision: None
metrics: type: map_at_1
value: 2.2849999999999997
verified: no, type: map_at_10
value: 6.909
verified: no, type: map_at_100
value: 11.231
verified: no, type: map_at_1000
value: 12.472
verified: no, type: map_at_3
value: 3.53
verified: no, type: map_at_5
value: 4.675
verified: no, type: mrr_at_1
value: 26.531
verified: no, type: mrr_at_10
value: 40.73
verified: no, type: mrr_at_100
value: 41.637
verified: no, type: mrr_at_1000
value: 41.647
verified: no, type: mrr_at_3
value: 34.354
verified: no, type: mrr_at_5
value: 38.741
verified: no, type: ndcg_at_1
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verified: no, type: ndcg_at_10
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verified: no, type: ndcg_at_100
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verified: no, type: ndcg_at_1000
value: 40.842
verified: no, type: ndcg_at_3
value: 19.088
verified: no, type: ndcg_at_5
value: 19.445999999999998
verified: no, type: precision_at_1
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verified: no, type: precision_at_10
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verified: no, type: precision_at_100
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verified: no, type: precision_at_1000
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verified: no, type: precision_at_3
value: 19.048000000000002
verified: no, type: precision_at_5
value: 19.592000000000002
verified: no, type: recall_at_1
value: 2.2849999999999997
verified: no, type: recall_at_10
value: 12.973
verified: no, type: recall_at_100
value: 40.239999999999995
verified: no, type: recall_at_1000
value: 73.247
verified: no, type: recall_at_3
value: 4.407
verified: no, type: recall_at_5
value: 6.908
verified: no, task: type: Classification
dataset: type: mteb/toxic_conversations_50k
name: MTEB ToxicConversationsClassification
config: default
split: test
revision: d7c0de2777da35d6aae2200a62c6e0e5af397c4c
metrics: type: accuracy
value: 68.405
verified: no, type: ap
value: 13.9913678628558
verified: no, type: f1
value: 53.209691917560285
verified: no, task: type: Classification
dataset: type: mteb/tweet_sentiment_extraction
name: MTEB TweetSentimentExtractionClassification
config: default
split: test
revision: d604517c81ca91fe16a244d1248fc021f9ecee7a
metrics: type: accuracy
value: 56.080928126768534
verified: no, type: f1
value: 56.36329965117965
verified: no, task: type: Clustering
dataset: type: mteb/twentynewsgroups-clustering
name: MTEB TwentyNewsgroupsClustering
config: default
split: test
revision: 6125ec4e24fa026cec8a478383ee943acfbd5449
metrics: type: v_measure
value: 31.540976715818065
verified: no, task: type: PairClassification
dataset: type: mteb/twittersemeval2015-pairclassification
name: MTEB TwitterSemEval2015
config: default
split: test
revision: 70970daeab8776df92f5ea462b6173c0b46fd2d1
metrics: type: cos_sim_accuracy
value: 82.90516778923526
verified: no, type: cos_sim_ap
value: 61.5394989621502
verified: no, type: cos_sim_f1
value: 58.02297689685646
verified: no, type: cos_sim_precision
value: 55.62817719680465
verified: no, type: cos_sim_recall
value: 60.633245382585756
verified: no, type: dot_accuracy
value: 78.95928950348691
verified: no, type: dot_ap
value: 48.61088896690895
verified: no, type: dot_f1
value: 51.0104674059488
verified: no, type: dot_precision
value: 42.00375490698071
verified: no, type: dot_recall
value: 64.93403693931398
verified: no, type: euclidean_accuracy
value: 82.476008821601
verified: no, type: euclidean_ap
value: 59.59406971314053
verified: no, type: euclidean_f1
value: 56.424962447084525
verified: no, type: euclidean_precision
value: 58.47721483158789
verified: no, type: euclidean_recall
value: 54.51187335092348
verified: no, type: manhattan_accuracy
value: 82.66078559933241
verified: no, type: manhattan_ap
value: 60.414321716856925
verified: no, type: manhattan_f1
value: 56.88221089348002
verified: no, type: manhattan_precision
value: 57.86026200873362
verified: no, type: manhattan_recall
value: 55.93667546174142
verified: no, type: max_accuracy
value: 82.90516778923526
verified: no, type: max_ap
value: 61.5394989621502
verified: no, type: max_f1
value: 58.02297689685646
verified: no, task: type: PairClassification
dataset: type: mteb/twitterurlcorpus-pairclassification
name: MTEB TwitterURLCorpus
config: default
split: test
revision: 8b6510b0b1fa4e4c4f879467980e9be563ec1cdf
metrics: type: cos_sim_accuracy
value: 85.71622618077386
verified: no, type: cos_sim_ap
value: 77.72774861009667
verified: no, type: cos_sim_f1
value: 71.40275165062152
verified: no, type: cos_sim_precision
value: 68.53359767754726
verified: no, type: cos_sim_recall
value: 74.52263627964275
verified: no, type: dot_accuracy
value: 83.97174680793262
verified: no, type: dot_ap
value: 72.89480417427734
verified: no, type: dot_f1
value: 68.57803792366198
verified: no, type: dot_precision
value: 62.94151708164447
verified: no, type: dot_recall
value: 75.32337542346782
verified: no, type: euclidean_accuracy
value: 84.88570652384834
verified: no, type: euclidean_ap
value: 75.78371710915128
verified: no, type: euclidean_f1
value: 69.44268877569989
verified: no, type: euclidean_precision
value: 67.1435761018046
verified: no, type: euclidean_recall
value: 71.90483523252233
verified: no, type: manhattan_accuracy
value: 85.6114409904141
verified: no, type: manhattan_ap
value: 77.38579436755944
verified: no, type: manhattan_f1
value: 70.8608538430316
verified: no, type: manhattan_precision
value: 68.03656203500319
verified: no, type: manhattan_recall
value: 73.92978133661842
verified: no, type: max_accuracy
value: 85.71622618077386
verified: no, type: max_ap
value: 77.72774861009667
verified: no, type: max_f1
value: 71.40275165062152
verified: no
Likes: 1 | All-time downloads: 54130
Created: 2024-04-04 14:10:21