Model: thenlper/gte-small
Author: thenlper
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, pytorch, tf, coreml, onnx, safetensors, openvino, bert, mteb, sentence-similarity, Sentence Transformers, en, arxiv:2308.03281, license:mit, model-index, text-embeddings-inference, endpoints_compatible, deploy:azure, region:us
Card metadata: tags: mteb, sentence-similarity, sentence-transformers, Sentence Transformers
model-index: name: gte-small
results: task: type: Classification
dataset: type: mteb/amazon_counterfactual
name: MTEB AmazonCounterfactualClassification (en)
config: en
split: test
revision: e8379541af4e31359cca9fbcf4b00f2671dba205
metrics: type: accuracy
value: 73.22388059701493
verified: no, type: ap
value: 36.09895941426988
verified: no, type: f1
value: 67.3205651539195
verified: no, task: type: Classification
dataset: type: mteb/amazon_polarity
name: MTEB AmazonPolarityClassification
config: default
split: test
revision: e2d317d38cd51312af73b3d32a06d1a08b442046
metrics: type: accuracy
value: 91.81894999999999
verified: no, type: ap
value: 88.5240138417305
verified: no, type: f1
value: 91.80367382706962
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: 48.032
verified: no, type: f1
value: 47.4490665674719
verified: no, task: type: Retrieval
dataset: type: arguana
name: MTEB ArguAna
config: default
split: test
revision: None
metrics: type: map_at_1
value: 30.725
verified: no, type: map_at_10
value: 46.604
verified: no, type: map_at_100
value: 47.535
verified: no, type: map_at_1000
value: 47.538000000000004
verified: no, type: map_at_3
value: 41.833
verified: no, type: map_at_5
value: 44.61
verified: no, type: mrr_at_1
value: 31.223
verified: no, type: mrr_at_10
value: 46.794000000000004
verified: no, type: mrr_at_100
value: 47.725
verified: no, type: mrr_at_1000
value: 47.727000000000004
verified: no, type: mrr_at_3
value: 42.07
verified: no, type: mrr_at_5
value: 44.812000000000005
verified: no, type: ndcg_at_1
value: 30.725
verified: no, type: ndcg_at_10
value: 55.440999999999995
verified: no, type: ndcg_at_100
value: 59.134
verified: no, type: ndcg_at_1000
value: 59.199
verified: no, type: ndcg_at_3
value: 45.599000000000004
verified: no, type: ndcg_at_5
value: 50.637
verified: no, type: precision_at_1
value: 30.725
verified: no, type: precision_at_10
value: 8.364
verified: no, type: precision_at_100
value: 0.991
verified: no, type: precision_at_1000
value: 0.1
verified: no, type: precision_at_3
value: 18.848000000000003
verified: no, type: precision_at_5
value: 13.77
verified: no, type: recall_at_1
value: 30.725
verified: no, type: recall_at_10
value: 83.64200000000001
verified: no, type: recall_at_100
value: 99.14699999999999
verified: no, type: recall_at_1000
value: 99.644
verified: no, type: recall_at_3
value: 56.543
verified: no, type: recall_at_5
value: 68.848
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: 47.90178078197678
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: 40.25728393431922
verified: no, task: type: Reranking
dataset: type: mteb/askubuntudupquestions-reranking
name: MTEB AskUbuntuDupQuestions
config: default
split: test
revision: 2000358ca161889fa9c082cb41daa8dcfb161a54
metrics: type: map
value: 61.720297062897764
verified: no, type: mrr
value: 75.24139295607439
verified: no, task: type: STS
dataset: type: mteb/biosses-sts
name: MTEB BIOSSES
config: default
split: test
revision: d3fb88f8f02e40887cd149695127462bbcf29b4a
metrics: type: cos_sim_pearson
value: 89.43527309184616
verified: no, type: cos_sim_spearman
value: 88.17128615100206
verified: no, type: euclidean_pearson
value: 87.89922623089282
verified: no, type: euclidean_spearman
value: 87.96104039655451
verified: no, type: manhattan_pearson
value: 87.9818290932077
verified: no, type: manhattan_spearman
value: 88.00923426576885
verified: no, task: type: Classification
dataset: type: mteb/banking77
name: MTEB Banking77Classification
config: default
split: test
revision: 0fd18e25b25c072e09e0d92ab615fda904d66300
metrics: type: accuracy
value: 84.0844155844156
verified: no, type: f1
value: 84.01485017302213
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: 38.36574769259432
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: 35.4857033165287
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackAndroidRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 30.261
verified: no, type: map_at_10
value: 42.419000000000004
verified: no, type: map_at_100
value: 43.927
verified: no, type: map_at_1000
value: 44.055
verified: no, type: map_at_3
value: 38.597
verified: no, type: map_at_5
value: 40.701
verified: no, type: mrr_at_1
value: 36.91
verified: no, type: mrr_at_10
value: 48.02
verified: no, type: mrr_at_100
value: 48.658
verified: no, type: mrr_at_1000
value: 48.708
verified: no, type: mrr_at_3
value: 44.945
verified: no, type: mrr_at_5
value: 46.705000000000005
verified: no, type: ndcg_at_1
value: 36.91
verified: no, type: ndcg_at_10
value: 49.353
verified: no, type: ndcg_at_100
value: 54.456
verified: no, type: ndcg_at_1000
value: 56.363
verified: no, type: ndcg_at_3
value: 43.483
verified: no, type: ndcg_at_5
value: 46.150999999999996
verified: no, type: precision_at_1
value: 36.91
verified: no, type: precision_at_10
value: 9.700000000000001
verified: no, type: precision_at_100
value: 1.557
verified: no, type: precision_at_1000
value: 0.202
verified: no, type: precision_at_3
value: 21.078
verified: no, type: precision_at_5
value: 15.421999999999999
verified: no, type: recall_at_1
value: 30.261
verified: no, type: recall_at_10
value: 63.242
verified: no, type: recall_at_100
value: 84.09100000000001
verified: no, type: recall_at_1000
value: 96.143
verified: no, type: recall_at_3
value: 46.478
verified: no, type: recall_at_5
value: 53.708
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackEnglishRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 31.145
verified: no, type: map_at_10
value: 40.996
verified: no, type: map_at_100
value: 42.266999999999996
verified: no, type: map_at_1000
value: 42.397
verified: no, type: map_at_3
value: 38.005
verified: no, type: map_at_5
value: 39.628
verified: no, type: mrr_at_1
value: 38.344
verified: no, type: mrr_at_10
value: 46.827000000000005
verified: no, type: mrr_at_100
value: 47.446
verified: no, type: mrr_at_1000
value: 47.489
verified: no, type: mrr_at_3
value: 44.448
verified: no, type: mrr_at_5
value: 45.747
verified: no, type: ndcg_at_1
value: 38.344
verified: no, type: ndcg_at_10
value: 46.733000000000004
verified: no, type: ndcg_at_100
value: 51.103
verified: no, type: ndcg_at_1000
value: 53.075
verified: no, type: ndcg_at_3
value: 42.366
verified: no, type: ndcg_at_5
value: 44.242
verified: no, type: precision_at_1
value: 38.344
verified: no, type: precision_at_10
value: 8.822000000000001
verified: no, type: precision_at_100
value: 1.417
verified: no, type: precision_at_1000
value: 0.187
verified: no, type: precision_at_3
value: 20.403
verified: no, type: precision_at_5
value: 14.306
verified: no, type: recall_at_1
value: 31.145
verified: no, type: recall_at_10
value: 56.909
verified: no, type: recall_at_100
value: 75.274
verified: no, type: recall_at_1000
value: 87.629
verified: no, type: recall_at_3
value: 43.784
verified: no, type: recall_at_5
value: 49.338
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackGamingRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 38.83
verified: no, type: map_at_10
value: 51.553000000000004
verified: no, type: map_at_100
value: 52.581
verified: no, type: map_at_1000
value: 52.638
verified: no, type: map_at_3
value: 48.112
verified: no, type: map_at_5
value: 50.095
verified: no, type: mrr_at_1
value: 44.513999999999996
verified: no, type: mrr_at_10
value: 54.998000000000005
verified: no, type: mrr_at_100
value: 55.650999999999996
verified: no, type: mrr_at_1000
value: 55.679
verified: no, type: mrr_at_3
value: 52.602000000000004
verified: no, type: mrr_at_5
value: 53.931
verified: no, type: ndcg_at_1
value: 44.513999999999996
verified: no, type: ndcg_at_10
value: 57.67400000000001
verified: no, type: ndcg_at_100
value: 61.663999999999994
verified: no, type: ndcg_at_1000
value: 62.743
verified: no, type: ndcg_at_3
value: 51.964
verified: no, type: ndcg_at_5
value: 54.773
verified: no, type: precision_at_1
value: 44.513999999999996
verified: no, type: precision_at_10
value: 9.423
verified: no, type: precision_at_100
value: 1.2309999999999999
verified: no, type: precision_at_1000
value: 0.13699999999999998
verified: no, type: precision_at_3
value: 23.323
verified: no, type: precision_at_5
value: 16.163
verified: no, type: recall_at_1
value: 38.83
verified: no, type: recall_at_10
value: 72.327
verified: no, type: recall_at_100
value: 89.519
verified: no, type: recall_at_1000
value: 97.041
verified: no, type: recall_at_3
value: 57.206
verified: no, type: recall_at_5
value: 63.88399999999999
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackGisRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 25.484
verified: no, type: map_at_10
value: 34.527
verified: no, type: map_at_100
value: 35.661
verified: no, type: map_at_1000
value: 35.739
verified: no, type: map_at_3
value: 32.199
verified: no, type: map_at_5
value: 33.632
verified: no, type: mrr_at_1
value: 27.458
verified: no, type: mrr_at_10
value: 36.543
verified: no, type: mrr_at_100
value: 37.482
verified: no, type: mrr_at_1000
value: 37.543
verified: no, type: mrr_at_3
value: 34.256
verified: no, type: mrr_at_5
value: 35.618
verified: no, type: ndcg_at_1
value: 27.458
verified: no, type: ndcg_at_10
value: 39.396
verified: no, type: ndcg_at_100
value: 44.742
verified: no, type: ndcg_at_1000
value: 46.708
verified: no, type: ndcg_at_3
value: 34.817
verified: no, type: ndcg_at_5
value: 37.247
verified: no, type: precision_at_1
value: 27.458
verified: no, type: precision_at_10
value: 5.976999999999999
verified: no, type: precision_at_100
value: 0.907
verified: no, type: precision_at_1000
value: 0.11100000000000002
verified: no, type: precision_at_3
value: 14.878
verified: no, type: precision_at_5
value: 10.35
verified: no, type: recall_at_1
value: 25.484
verified: no, type: recall_at_10
value: 52.317
verified: no, type: recall_at_100
value: 76.701
verified: no, type: recall_at_1000
value: 91.408
verified: no, type: recall_at_3
value: 40.043
verified: no, type: recall_at_5
value: 45.879
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackMathematicaRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 16.719
verified: no, type: map_at_10
value: 25.269000000000002
verified: no, type: map_at_100
value: 26.442
verified: no, type: map_at_1000
value: 26.557
verified: no, type: map_at_3
value: 22.56
verified: no, type: map_at_5
value: 24.082
verified: no, type: mrr_at_1
value: 20.896
verified: no, type: mrr_at_10
value: 29.982999999999997
verified: no, type: mrr_at_100
value: 30.895
verified: no, type: mrr_at_1000
value: 30.961
verified: no, type: mrr_at_3
value: 27.239
verified: no, type: mrr_at_5
value: 28.787000000000003
verified: no, type: ndcg_at_1
value: 20.896
verified: no, type: ndcg_at_10
value: 30.814000000000004
verified: no, type: ndcg_at_100
value: 36.418
verified: no, type: ndcg_at_1000
value: 39.182
verified: no, type: ndcg_at_3
value: 25.807999999999996
verified: no, type: ndcg_at_5
value: 28.143
verified: no, type: precision_at_1
value: 20.896
verified: no, type: precision_at_10
value: 5.821
verified: no, type: precision_at_100
value: 0.991
verified: no, type: precision_at_1000
value: 0.136
verified: no, type: precision_at_3
value: 12.562000000000001
verified: no, type: precision_at_5
value: 9.254
verified: no, type: recall_at_1
value: 16.719
verified: no, type: recall_at_10
value: 43.155
verified: no, type: recall_at_100
value: 67.831
verified: no, type: recall_at_1000
value: 87.617
verified: no, type: recall_at_3
value: 29.259
verified: no, type: recall_at_5
value: 35.260999999999996
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackPhysicsRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 29.398999999999997
verified: no, type: map_at_10
value: 39.876
verified: no, type: map_at_100
value: 41.205999999999996
verified: no, type: map_at_1000
value: 41.321999999999996
verified: no, type: map_at_3
value: 36.588
verified: no, type: map_at_5
value: 38.538
verified: no, type: mrr_at_1
value: 35.9
verified: no, type: mrr_at_10
value: 45.528
verified: no, type: mrr_at_100
value: 46.343
verified: no, type: mrr_at_1000
value: 46.388
verified: no, type: mrr_at_3
value: 42.862
verified: no, type: mrr_at_5
value: 44.440000000000005
verified: no, type: ndcg_at_1
value: 35.9
verified: no, type: ndcg_at_10
value: 45.987
verified: no, type: ndcg_at_100
value: 51.370000000000005
verified: no, type: ndcg_at_1000
value: 53.400000000000006
verified: no, type: ndcg_at_3
value: 40.841
verified: no, type: ndcg_at_5
value: 43.447
verified: no, type: precision_at_1
value: 35.9
verified: no, type: precision_at_10
value: 8.393
verified: no, type: precision_at_100
value: 1.283
verified: no, type: precision_at_1000
value: 0.166
verified: no, type: precision_at_3
value: 19.538
verified: no, type: precision_at_5
value: 13.975000000000001
verified: no, type: recall_at_1
value: 29.398999999999997
verified: no, type: recall_at_10
value: 58.361
verified: no, type: recall_at_100
value: 81.081
verified: no, type: recall_at_1000
value: 94.004
verified: no, type: recall_at_3
value: 43.657000000000004
verified: no, type: recall_at_5
value: 50.519999999999996
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackProgrammersRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 21.589
verified: no, type: map_at_10
value: 31.608999999999998
verified: no, type: map_at_100
value: 33.128
verified: no, type: map_at_1000
value: 33.247
verified: no, type: map_at_3
value: 28.671999999999997
verified: no, type: map_at_5
value: 30.233999999999998
verified: no, type: mrr_at_1
value: 26.712000000000003
verified: no, type: mrr_at_10
value: 36.713
verified: no, type: mrr_at_100
value: 37.713
verified: no, type: mrr_at_1000
value: 37.771
verified: no, type: mrr_at_3
value: 34.075
verified: no, type: mrr_at_5
value: 35.451
verified: no, type: ndcg_at_1
value: 26.712000000000003
verified: no, type: ndcg_at_10
value: 37.519999999999996
verified: no, type: ndcg_at_100
value: 43.946000000000005
verified: no, type: ndcg_at_1000
value: 46.297
verified: no, type: ndcg_at_3
value: 32.551
verified: no, type: ndcg_at_5
value: 34.660999999999994
verified: no, type: precision_at_1
value: 26.712000000000003
verified: no, type: precision_at_10
value: 7.066
verified: no, type: precision_at_100
value: 1.216
verified: no, type: precision_at_1000
value: 0.157
verified: no, type: precision_at_3
value: 15.906
verified: no, type: precision_at_5
value: 11.437999999999999
verified: no, type: recall_at_1
value: 21.589
verified: no, type: recall_at_10
value: 50.090999999999994
verified: no, type: recall_at_100
value: 77.43900000000001
verified: no, type: recall_at_1000
value: 93.35900000000001
verified: no, type: recall_at_3
value: 36.028999999999996
verified: no, type: recall_at_5
value: 41.698
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 25.121666666666663
verified: no, type: map_at_10
value: 34.46258333333334
verified: no, type: map_at_100
value: 35.710499999999996
verified: no, type: map_at_1000
value: 35.82691666666666
verified: no, type: map_at_3
value: 31.563249999999996
verified: no, type: map_at_5
value: 33.189750000000004
verified: no, type: mrr_at_1
value: 29.66441666666667
verified: no, type: mrr_at_10
value: 38.5455
verified: no, type: mrr_at_100
value: 39.39566666666667
verified: no, type: mrr_at_1000
value: 39.45325
verified: no, type: mrr_at_3
value: 36.003333333333345
verified: no, type: mrr_at_5
value: 37.440916666666666
verified: no, type: ndcg_at_1
value: 29.66441666666667
verified: no, type: ndcg_at_10
value: 39.978416666666675
verified: no, type: ndcg_at_100
value: 45.278666666666666
verified: no, type: ndcg_at_1000
value: 47.52275
verified: no, type: ndcg_at_3
value: 35.00058333333334
verified: no, type: ndcg_at_5
value: 37.34908333333333
verified: no, type: precision_at_1
value: 29.66441666666667
verified: no, type: precision_at_10
value: 7.094500000000001
verified: no, type: precision_at_100
value: 1.1523333333333332
verified: no, type: precision_at_1000
value: 0.15358333333333332
verified: no, type: precision_at_3
value: 16.184166666666663
verified: no, type: precision_at_5
value: 11.6005
verified: no, type: recall_at_1
value: 25.121666666666663
verified: no, type: recall_at_10
value: 52.23975000000001
verified: no, type: recall_at_100
value: 75.48408333333333
verified: no, type: recall_at_1000
value: 90.95316666666668
verified: no, type: recall_at_3
value: 38.38458333333333
verified: no, type: recall_at_5
value: 44.39933333333333
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackStatsRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 23.569000000000003
verified: no, type: map_at_10
value: 30.389
verified: no, type: map_at_100
value: 31.396
verified: no, type: map_at_1000
value: 31.493
verified: no, type: map_at_3
value: 28.276
verified: no, type: map_at_5
value: 29.459000000000003
verified: no, type: mrr_at_1
value: 26.534000000000002
verified: no, type: mrr_at_10
value: 33.217999999999996
verified: no, type: mrr_at_100
value: 34.054
verified: no, type: mrr_at_1000
value: 34.12
verified: no, type: mrr_at_3
value: 31.058000000000003
verified: no, type: mrr_at_5
value: 32.330999999999996
verified: no, type: ndcg_at_1
value: 26.534000000000002
verified: no, type: ndcg_at_10
value: 34.608
verified: no, type: ndcg_at_100
value: 39.391999999999996
verified: no, type: ndcg_at_1000
value: 41.837999999999994
verified: no, type: ndcg_at_3
value: 30.564999999999998
verified: no, type: ndcg_at_5
value: 32.509
verified: no, type: precision_at_1
value: 26.534000000000002
verified: no, type: precision_at_10
value: 5.414
verified: no, type: precision_at_100
value: 0.847
verified: no, type: precision_at_1000
value: 0.11399999999999999
verified: no, type: precision_at_3
value: 12.986
verified: no, type: precision_at_5
value: 9.202
verified: no, type: recall_at_1
value: 23.569000000000003
verified: no, type: recall_at_10
value: 44.896
verified: no, type: recall_at_100
value: 66.476
verified: no, type: recall_at_1000
value: 84.548
verified: no, type: recall_at_3
value: 33.79
verified: no, type: recall_at_5
value: 38.512
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackTexRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 16.36
verified: no, type: map_at_10
value: 23.57
verified: no, type: map_at_100
value: 24.698999999999998
verified: no, type: map_at_1000
value: 24.834999999999997
verified: no, type: map_at_3
value: 21.093
verified: no, type: map_at_5
value: 22.418
verified: no, type: mrr_at_1
value: 19.718
verified: no, type: mrr_at_10
value: 27.139999999999997
verified: no, type: mrr_at_100
value: 28.097
verified: no, type: mrr_at_1000
value: 28.177999999999997
verified: no, type: mrr_at_3
value: 24.805
verified: no, type: mrr_at_5
value: 26.121
verified: no, type: ndcg_at_1
value: 19.718
verified: no, type: ndcg_at_10
value: 28.238999999999997
verified: no, type: ndcg_at_100
value: 33.663
verified: no, type: ndcg_at_1000
value: 36.763
verified: no, type: ndcg_at_3
value: 23.747
verified: no, type: ndcg_at_5
value: 25.796000000000003
verified: no, type: precision_at_1
value: 19.718
verified: no, type: precision_at_10
value: 5.282
verified: no, type: precision_at_100
value: 0.9390000000000001
verified: no, type: precision_at_1000
value: 0.13899999999999998
verified: no, type: precision_at_3
value: 11.264000000000001
verified: no, type: precision_at_5
value: 8.341
verified: no, type: recall_at_1
value: 16.36
verified: no, type: recall_at_10
value: 38.669
verified: no, type: recall_at_100
value: 63.184
verified: no, type: recall_at_1000
value: 85.33800000000001
verified: no, type: recall_at_3
value: 26.214
verified: no, type: recall_at_5
value: 31.423000000000002
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackUnixRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 25.618999999999996
verified: no, type: map_at_10
value: 34.361999999999995
verified: no, type: map_at_100
value: 35.534
verified: no, type: map_at_1000
value: 35.634
verified: no, type: map_at_3
value: 31.402
verified: no, type: map_at_5
value: 32.815
verified: no, type: mrr_at_1
value: 30.037000000000003
verified: no, type: mrr_at_10
value: 38.284
verified: no, type: mrr_at_100
value: 39.141999999999996
verified: no, type: mrr_at_1000
value: 39.2
verified: no, type: mrr_at_3
value: 35.603
verified: no, type: mrr_at_5
value: 36.867
verified: no, type: ndcg_at_1
value: 30.037000000000003
verified: no, type: ndcg_at_10
value: 39.87
verified: no, type: ndcg_at_100
value: 45.243
verified: no, type: ndcg_at_1000
value: 47.507
verified: no, type: ndcg_at_3
value: 34.371
verified: no, type: ndcg_at_5
value: 36.521
verified: no, type: precision_at_1
value: 30.037000000000003
verified: no, type: precision_at_10
value: 6.819
verified: no, type: precision_at_100
value: 1.0699999999999998
verified: no, type: precision_at_1000
value: 0.13699999999999998
verified: no, type: precision_at_3
value: 15.392
verified: no, type: precision_at_5
value: 10.821
verified: no, type: recall_at_1
value: 25.618999999999996
verified: no, type: recall_at_10
value: 52.869
verified: no, type: recall_at_100
value: 76.395
verified: no, type: recall_at_1000
value: 92.19500000000001
verified: no, type: recall_at_3
value: 37.943
verified: no, type: recall_at_5
value: 43.342999999999996
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackWebmastersRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 23.283
verified: no, type: map_at_10
value: 32.155
verified: no, type: map_at_100
value: 33.724
verified: no, type: map_at_1000
value: 33.939
verified: no, type: map_at_3
value: 29.018
verified: no, type: map_at_5
value: 30.864000000000004
verified: no, type: mrr_at_1
value: 28.063
verified: no, type: mrr_at_10
value: 36.632
verified: no, type: mrr_at_100
value: 37.606
verified: no, type: mrr_at_1000
value: 37.671
verified: no, type: mrr_at_3
value: 33.992
verified: no, type: mrr_at_5
value: 35.613
verified: no, type: ndcg_at_1
value: 28.063
verified: no, type: ndcg_at_10
value: 38.024
verified: no, type: ndcg_at_100
value: 44.292
verified: no, type: ndcg_at_1000
value: 46.818
verified: no, type: ndcg_at_3
value: 32.965
verified: no, type: ndcg_at_5
value: 35.562
verified: no, type: precision_at_1
value: 28.063
verified: no, type: precision_at_10
value: 7.352
verified: no, type: precision_at_100
value: 1.514
verified: no, type: precision_at_1000
value: 0.23800000000000002
verified: no, type: precision_at_3
value: 15.481
verified: no, type: precision_at_5
value: 11.542
verified: no, type: recall_at_1
value: 23.283
verified: no, type: recall_at_10
value: 49.756
verified: no, type: recall_at_100
value: 78.05
verified: no, type: recall_at_1000
value: 93.854
verified: no, type: recall_at_3
value: 35.408
verified: no, type: recall_at_5
value: 42.187000000000005
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackWordpressRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 19.201999999999998
verified: no, type: map_at_10
value: 26.826
verified: no, type: map_at_100
value: 27.961000000000002
verified: no, type: map_at_1000
value: 28.066999999999997
verified: no, type: map_at_3
value: 24.237000000000002
verified: no, type: map_at_5
value: 25.811
verified: no, type: mrr_at_1
value: 20.887
verified: no, type: mrr_at_10
value: 28.660000000000004
verified: no, type: mrr_at_100
value: 29.660999999999998
verified: no, type: mrr_at_1000
value: 29.731
verified: no, type: mrr_at_3
value: 26.155
verified: no, type: mrr_at_5
value: 27.68
verified: no, type: ndcg_at_1
value: 20.887
verified: no, type: ndcg_at_10
value: 31.523
verified: no, type: ndcg_at_100
value: 37.055
verified: no, type: ndcg_at_1000
value: 39.579
verified: no, type: ndcg_at_3
value: 26.529000000000003
verified: no, type: ndcg_at_5
value: 29.137
verified: no, type: precision_at_1
value: 20.887
verified: no, type: precision_at_10
value: 5.065
verified: no, type: precision_at_100
value: 0.856
verified: no, type: precision_at_1000
value: 0.11900000000000001
verified: no, type: precision_at_3
value: 11.399
verified: no, type: precision_at_5
value: 8.392
verified: no, type: recall_at_1
value: 19.201999999999998
verified: no, type: recall_at_10
value: 44.285000000000004
verified: no, type: recall_at_100
value: 69.768
verified: no, type: recall_at_1000
value: 88.302
verified: no, type: recall_at_3
value: 30.804
verified: no, type: recall_at_5
value: 37.039
verified: no, task: type: Retrieval
dataset: type: climate-fever
name: MTEB ClimateFEVER
config: default
split: test
revision: None
metrics: type: map_at_1
value: 11.244
verified: no, type: map_at_10
value: 18.956
verified: no, type: map_at_100
value: 20.674
verified: no, type: map_at_1000
value: 20.863
verified: no, type: map_at_3
value: 15.923000000000002
verified: no, type: map_at_5
value: 17.518
verified: no, type: mrr_at_1
value: 25.080999999999996
verified: no, type: mrr_at_10
value: 35.94
verified: no, type: mrr_at_100
value: 36.969
verified: no, type: mrr_at_1000
value: 37.013
verified: no, type: mrr_at_3
value: 32.617000000000004
verified: no, type: mrr_at_5
value: 34.682
verified: no, type: ndcg_at_1
value: 25.080999999999996
verified: no, type: ndcg_at_10
value: 26.539
verified: no, type: ndcg_at_100
value: 33.601
verified: no, type: ndcg_at_1000
value: 37.203
verified: no, type: ndcg_at_3
value: 21.695999999999998
verified: no, type: ndcg_at_5
value: 23.567
verified: no, type: precision_at_1
value: 25.080999999999996
verified: no, type: precision_at_10
value: 8.143
verified: no, type: precision_at_100
value: 1.5650000000000002
verified: no, type: precision_at_1000
value: 0.22300000000000003
verified: no, type: precision_at_3
value: 15.983
verified: no, type: precision_at_5
value: 12.417
verified: no, type: recall_at_1
value: 11.244
verified: no, type: recall_at_10
value: 31.457
verified: no, type: recall_at_100
value: 55.92
verified: no, type: recall_at_1000
value: 76.372
verified: no, type: recall_at_3
value: 19.784
verified: no, type: recall_at_5
value: 24.857000000000003
verified: no, task: type: Retrieval
dataset: type: dbpedia-entity
name: MTEB DBPedia
config: default
split: test
revision: None
metrics: type: map_at_1
value: 8.595
verified: no, type: map_at_10
value: 18.75
verified: no, type: map_at_100
value: 26.354
verified: no, type: map_at_1000
value: 27.912
verified: no, type: map_at_3
value: 13.794
verified: no, type: map_at_5
value: 16.021
verified: no, type: mrr_at_1
value: 65.75
verified: no, type: mrr_at_10
value: 73.837
verified: no, type: mrr_at_100
value: 74.22800000000001
verified: no, type: mrr_at_1000
value: 74.234
verified: no, type: mrr_at_3
value: 72.5
verified: no, type: mrr_at_5
value: 73.387
verified: no, type: ndcg_at_1
value: 52.625
verified: no, type: ndcg_at_10
value: 39.101
verified: no, type: ndcg_at_100
value: 43.836000000000006
verified: no, type: ndcg_at_1000
value: 51.086
verified: no, type: ndcg_at_3
value: 44.229
verified: no, type: ndcg_at_5
value: 41.555
verified: no, type: precision_at_1
value: 65.75
verified: no, type: precision_at_10
value: 30.45
verified: no, type: precision_at_100
value: 9.81
verified: no, type: precision_at_1000
value: 2.045
verified: no, type: precision_at_3
value: 48.667
verified: no, type: precision_at_5
value: 40.8
verified: no, type: recall_at_1
value: 8.595
verified: no, type: recall_at_10
value: 24.201
verified: no, type: recall_at_100
value: 50.096
verified: no, type: recall_at_1000
value: 72.677
verified: no, type: recall_at_3
value: 15.212
verified: no, type: recall_at_5
value: 18.745
verified: no, task: type: Classification
dataset: type: mteb/emotion
name: MTEB EmotionClassification
config: default
split: test
revision: 4f58c6b202a23cf9a4da393831edf4f9183cad37
metrics: type: accuracy
value: 46.565
verified: no, type: f1
value: 41.49914329345582
verified: no, task: type: Retrieval
dataset: type: fever
name: MTEB FEVER
config: default
split: test
revision: None
metrics: type: map_at_1
value: 66.60000000000001
verified: no, type: map_at_10
value: 76.838
verified: no, type: map_at_100
value: 77.076
verified: no, type: map_at_1000
value: 77.09
verified: no, type: map_at_3
value: 75.545
verified: no, type: map_at_5
value: 76.39
verified: no, type: mrr_at_1
value: 71.707
verified: no, type: mrr_at_10
value: 81.514
verified: no, type: mrr_at_100
value: 81.64099999999999
verified: no, type: mrr_at_1000
value: 81.645
verified: no, type: mrr_at_3
value: 80.428
verified: no, type: mrr_at_5
value: 81.159
verified: no, type: ndcg_at_1
value: 71.707
verified: no, type: ndcg_at_10
value: 81.545
verified: no, type: ndcg_at_100
value: 82.477
verified: no, type: ndcg_at_1000
value: 82.73899999999999
verified: no, type: ndcg_at_3
value: 79.292
verified: no, type: ndcg_at_5
value: 80.599
verified: no, type: precision_at_1
value: 71.707
verified: no, type: precision_at_10
value: 10.035
verified: no, type: precision_at_100
value: 1.068
verified: no, type: precision_at_1000
value: 0.11100000000000002
verified: no, type: precision_at_3
value: 30.918
verified: no, type: precision_at_5
value: 19.328
verified: no, type: recall_at_1
value: 66.60000000000001
verified: no, type: recall_at_10
value: 91.353
verified: no, type: recall_at_100
value: 95.21
verified: no, type: recall_at_1000
value: 96.89999999999999
verified: no, type: recall_at_3
value: 85.188
verified: no, type: recall_at_5
value: 88.52
verified: no, task: type: Retrieval
dataset: type: fiqa
name: MTEB FiQA2018
config: default
split: test
revision: None
metrics: type: map_at_1
value: 19.338
verified: no, type: map_at_10
value: 31.752000000000002
verified: no, type: map_at_100
value: 33.516
verified: no, type: map_at_1000
value: 33.694
verified: no, type: map_at_3
value: 27.716
verified: no, type: map_at_5
value: 29.67
verified: no, type: mrr_at_1
value: 38.117000000000004
verified: no, type: mrr_at_10
value: 47.323
verified: no, type: mrr_at_100
value: 48.13
verified: no, type: mrr_at_1000
value: 48.161
verified: no, type: mrr_at_3
value: 45.062000000000005
verified: no, type: mrr_at_5
value: 46.358
verified: no, type: ndcg_at_1
value: 38.117000000000004
verified: no, type: ndcg_at_10
value: 39.353
verified: no, type: ndcg_at_100
value: 46.044000000000004
verified: no, type: ndcg_at_1000
value: 49.083
verified: no, type: ndcg_at_3
value: 35.891
verified: no, type: ndcg_at_5
value: 36.661
verified: no, type: precision_at_1
value: 38.117000000000004
verified: no, type: precision_at_10
value: 11.187999999999999
verified: no, type: precision_at_100
value: 1.802
verified: no, type: precision_at_1000
value: 0.234
verified: no, type: precision_at_3
value: 24.126
verified: no, type: precision_at_5
value: 17.562
verified: no, type: recall_at_1
value: 19.338
verified: no, type: recall_at_10
value: 45.735
verified: no, type: recall_at_100
value: 71.281
verified: no, type: recall_at_1000
value: 89.537
verified: no, type: recall_at_3
value: 32.525
verified: no, type: recall_at_5
value: 37.671
verified: no, task: type: Retrieval
dataset: type: hotpotqa
name: MTEB HotpotQA
config: default
split: test
revision: None
metrics: type: map_at_1
value: 36.995
verified: no, type: map_at_10
value: 55.032000000000004
verified: no, type: map_at_100
value: 55.86
verified: no, type: map_at_1000
value: 55.932
verified: no, type: map_at_3
value: 52.125
verified: no, type: map_at_5
value: 53.884
verified: no, type: mrr_at_1
value: 73.991
verified: no, type: mrr_at_10
value: 80.096
verified: no, type: mrr_at_100
value: 80.32000000000001
verified: no, type: mrr_at_1000
value: 80.331
verified: no, type: mrr_at_3
value: 79.037
verified: no, type: mrr_at_5
value: 79.719
verified: no, type: ndcg_at_1
value: 73.991
verified: no, type: ndcg_at_10
value: 63.786
verified: no, type: ndcg_at_100
value: 66.78
verified: no, type: ndcg_at_1000
value: 68.255
verified: no, type: ndcg_at_3
value: 59.501000000000005
verified: no, type: ndcg_at_5
value: 61.82299999999999
verified: no, type: precision_at_1
value: 73.991
verified: no, type: precision_at_10
value: 13.157
verified: no, type: precision_at_100
value: 1.552
verified: no, type: precision_at_1000
value: 0.17500000000000002
verified: no, type: precision_at_3
value: 37.519999999999996
verified: no, type: precision_at_5
value: 24.351
verified: no, type: recall_at_1
value: 36.995
verified: no, type: recall_at_10
value: 65.78699999999999
verified: no, type: recall_at_100
value: 77.583
verified: no, type: recall_at_1000
value: 87.421
verified: no, type: recall_at_3
value: 56.279999999999994
verified: no, type: recall_at_5
value: 60.878
verified: no, task: type: Classification
dataset: type: mteb/imdb
name: MTEB ImdbClassification
config: default
split: test
revision: 3d86128a09e091d6018b6d26cad27f2739fc2db7
metrics: type: accuracy
value: 86.80239999999999
verified: no, type: ap
value: 81.97305141128378
verified: no, type: f1
value: 86.76976305549273
verified: no, task: type: Retrieval
dataset: type: msmarco
name: MTEB MSMARCO
config: default
split: dev
revision: None
metrics: type: map_at_1
value: 21.166
verified: no, type: map_at_10
value: 33.396
verified: no, type: map_at_100
value: 34.588
verified: no, type: map_at_1000
value: 34.637
verified: no, type: map_at_3
value: 29.509999999999998
verified: no, type: map_at_5
value: 31.719
verified: no, type: mrr_at_1
value: 21.762
verified: no, type: mrr_at_10
value: 33.969
verified: no, type: mrr_at_100
value: 35.099000000000004
verified: no, type: mrr_at_1000
value: 35.141
verified: no, type: mrr_at_3
value: 30.148000000000003
verified: no, type: mrr_at_5
value: 32.324000000000005
verified: no, type: ndcg_at_1
value: 21.776999999999997
verified: no, type: ndcg_at_10
value: 40.306999999999995
verified: no, type: ndcg_at_100
value: 46.068
verified: no, type: ndcg_at_1000
value: 47.3
verified: no, type: ndcg_at_3
value: 32.416
verified: no, type: ndcg_at_5
value: 36.345
verified: no, type: precision_at_1
value: 21.776999999999997
verified: no, type: precision_at_10
value: 6.433
verified: no, type: precision_at_100
value: 0.932
verified: no, type: precision_at_1000
value: 0.104
verified: no, type: precision_at_3
value: 13.897
verified: no, type: precision_at_5
value: 10.324
verified: no, type: recall_at_1
value: 21.166
verified: no, type: recall_at_10
value: 61.587
verified: no, type: recall_at_100
value: 88.251
verified: no, type: recall_at_1000
value: 97.727
verified: no, type: recall_at_3
value: 40.196
verified: no, type: recall_at_5
value: 49.611
verified: no, task: type: Classification
dataset: type: mteb/mtop_domain
name: MTEB MTOPDomainClassification (en)
config: en
split: test
revision: d80d48c1eb48d3562165c59d59d0034df9fff0bf
metrics: type: accuracy
value: 93.04605563155496
verified: no, type: f1
value: 92.78007303978372
verified: no, task: type: Classification
dataset: type: mteb/mtop_intent
name: MTEB MTOPIntentClassification (en)
config: en
split: test
revision: ae001d0e6b1228650b7bd1c2c65fb50ad11a8aba
metrics: type: accuracy
value: 69.65116279069767
verified: no, type: f1
value: 52.75775172527262
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: 70.34633490248822
verified: no, type: f1
value: 68.15345065392562
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: 75.63887020847343
verified: no, type: f1
value: 76.08074680233685
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: 33.77933406071333
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: 32.06504927238196
verified: no, task: type: Reranking
dataset: type: mteb/mind_small
name: MTEB MindSmallReranking
config: default
split: test
revision: 3bdac13927fdc888b903db93b2ffdbd90b295a69
metrics: type: map
value: 32.20682480490871
verified: no, type: mrr
value: 33.41462721527003
verified: no, task: type: Retrieval
dataset: type: nfcorpus
name: MTEB NFCorpus
config: default
split: test
revision: None
metrics: type: map_at_1
value: 5.548
verified: no, type: map_at_10
value: 13.086999999999998
verified: no, type: map_at_100
value: 16.698
verified: no, type: map_at_1000
value: 18.151999999999997
verified: no, type: map_at_3
value: 9.576
verified: no, type: map_at_5
value: 11.175
verified: no, type: mrr_at_1
value: 44.272
verified: no, type: mrr_at_10
value: 53.635999999999996
verified: no, type: mrr_at_100
value: 54.228
verified: no, type: mrr_at_1000
value: 54.26499999999999
verified: no, type: mrr_at_3
value: 51.754
verified: no, type: mrr_at_5
value: 53.086
verified: no, type: ndcg_at_1
value: 42.724000000000004
verified: no, type: ndcg_at_10
value: 34.769
verified: no, type: ndcg_at_100
value: 32.283
verified: no, type: ndcg_at_1000
value: 40.843
verified: no, type: ndcg_at_3
value: 39.852
verified: no, type: ndcg_at_5
value: 37.858999999999995
verified: no, type: precision_at_1
value: 44.272
verified: no, type: precision_at_10
value: 26.068
verified: no, type: precision_at_100
value: 8.328000000000001
verified: no, type: precision_at_1000
value: 2.1
verified: no, type: precision_at_3
value: 37.874
verified: no, type: precision_at_5
value: 33.065
verified: no, type: recall_at_1
value: 5.548
verified: no, type: recall_at_10
value: 16.936999999999998
verified: no, type: recall_at_100
value: 33.72
verified: no, type: recall_at_1000
value: 64.348
verified: no, type: recall_at_3
value: 10.764999999999999
verified: no, type: recall_at_5
value: 13.361
verified: no, task: type: Retrieval
dataset: type: nq
name: MTEB NQ
config: default
split: test
revision: None
metrics: type: map_at_1
value: 28.008
verified: no, type: map_at_10
value: 42.675000000000004
verified: no, type: map_at_100
value: 43.85
verified: no, type: map_at_1000
value: 43.884
verified: no, type: map_at_3
value: 38.286
verified: no, type: map_at_5
value: 40.78
verified: no, type: mrr_at_1
value: 31.518
verified: no, type: mrr_at_10
value: 45.015
verified: no, type: mrr_at_100
value: 45.924
verified: no, type: mrr_at_1000
value: 45.946999999999996
verified: no, type: mrr_at_3
value: 41.348
verified: no, type: mrr_at_5
value: 43.428
verified: no, type: ndcg_at_1
value: 31.489
verified: no, type: ndcg_at_10
value: 50.285999999999994
verified: no, type: ndcg_at_100
value: 55.291999999999994
verified: no, type: ndcg_at_1000
value: 56.05
verified: no, type: ndcg_at_3
value: 41.976
verified: no, type: ndcg_at_5
value: 46.103
verified: no, type: precision_at_1
value: 31.489
verified: no, type: precision_at_10
value: 8.456
verified: no, type: precision_at_100
value: 1.125
verified: no, type: precision_at_1000
value: 0.12
verified: no, type: precision_at_3
value: 19.09
verified: no, type: precision_at_5
value: 13.841000000000001
verified: no, type: recall_at_1
value: 28.008
verified: no, type: recall_at_10
value: 71.21499999999999
verified: no, type: recall_at_100
value: 92.99
verified: no, type: recall_at_1000
value: 98.578
verified: no, type: recall_at_3
value: 49.604
verified: no, type: recall_at_5
value: 59.094
verified: no, task: type: Retrieval
dataset: type: quora
name: MTEB QuoraRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 70.351
verified: no, type: map_at_10
value: 84.163
verified: no, type: map_at_100
value: 84.785
verified: no, type: map_at_1000
value: 84.801
verified: no, type: map_at_3
value: 81.16
verified: no, type: map_at_5
value: 83.031
verified: no, type: mrr_at_1
value: 80.96
verified: no, type: mrr_at_10
value: 87.241
verified: no, type: mrr_at_100
value: 87.346
verified: no, type: mrr_at_1000
value: 87.347
verified: no, type: mrr_at_3
value: 86.25699999999999
verified: no, type: mrr_at_5
value: 86.907
verified: no, type: ndcg_at_1
value: 80.97
verified: no, type: ndcg_at_10
value: 88.017
verified: no, type: ndcg_at_100
value: 89.241
verified: no, type: ndcg_at_1000
value: 89.34299999999999
verified: no, type: ndcg_at_3
value: 85.053
verified: no, type: ndcg_at_5
value: 86.663
verified: no, type: precision_at_1
value: 80.97
verified: no, type: precision_at_10
value: 13.358
verified: no, type: precision_at_100
value: 1.525
verified: no, type: precision_at_1000
value: 0.157
verified: no, type: precision_at_3
value: 37.143
verified: no, type: precision_at_5
value: 24.451999999999998
verified: no, type: recall_at_1
value: 70.351
verified: no, type: recall_at_10
value: 95.39800000000001
verified: no, type: recall_at_100
value: 99.55199999999999
verified: no, type: recall_at_1000
value: 99.978
verified: no, type: recall_at_3
value: 86.913
verified: no, type: recall_at_5
value: 91.448
verified: no, task: type: Clustering
dataset: type: mteb/reddit-clustering
name: MTEB RedditClustering
config: default
split: test
revision: 24640382cdbf8abc73003fb0fa6d111a705499eb
metrics: type: v_measure
value: 55.62406719814139
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: 61.386700035141736
verified: no, task: type: Retrieval
dataset: type: scidocs
name: MTEB SCIDOCS
config: default
split: test
revision: None
metrics: type: map_at_1
value: 4.618
verified: no, type: map_at_10
value: 12.920000000000002
verified: no, type: map_at_100
value: 15.304
verified: no, type: map_at_1000
value: 15.656999999999998
verified: no, type: map_at_3
value: 9.187
verified: no, type: map_at_5
value: 10.937
verified: no, type: mrr_at_1
value: 22.8
verified: no, type: mrr_at_10
value: 35.13
verified: no, type: mrr_at_100
value: 36.239
verified: no, type: mrr_at_1000
value: 36.291000000000004
verified: no, type: mrr_at_3
value: 31.917
verified: no, type: mrr_at_5
value: 33.787
verified: no, type: ndcg_at_1
value: 22.8
verified: no, type: ndcg_at_10
value: 21.382
verified: no, type: ndcg_at_100
value: 30.257
verified: no, type: ndcg_at_1000
value: 36.001
verified: no, type: ndcg_at_3
value: 20.43
verified: no, type: ndcg_at_5
value: 17.622
verified: no, type: precision_at_1
value: 22.8
verified: no, type: precision_at_10
value: 11.26
verified: no, type: precision_at_100
value: 2.405
verified: no, type: precision_at_1000
value: 0.377
verified: no, type: precision_at_3
value: 19.633
verified: no, type: precision_at_5
value: 15.68
verified: no, type: recall_at_1
value: 4.618
verified: no, type: recall_at_10
value: 22.811999999999998
verified: no, type: recall_at_100
value: 48.787000000000006
verified: no, type: recall_at_1000
value: 76.63799999999999
verified: no, type: recall_at_3
value: 11.952
verified: no, type: recall_at_5
value: 15.892000000000001
verified: no, task: type: STS
dataset: type: mteb/sickr-sts
name: MTEB SICK-R
config: default
split: test
revision: a6ea5a8cab320b040a23452cc28066d9beae2cee
metrics: type: cos_sim_pearson
value: 84.01529458252244
verified: no, type: cos_sim_spearman
value: 77.92985224770254
verified: no, type: euclidean_pearson
value: 81.04251429422487
verified: no, type: euclidean_spearman
value: 77.92838490549133
verified: no, type: manhattan_pearson
value: 80.95892251458979
verified: no, type: manhattan_spearman
value: 77.81028089705941
verified: no, task: type: STS
dataset: type: mteb/sts12-sts
name: MTEB STS12
config: default
split: test
revision: a0d554a64d88156834ff5ae9920b964011b16384
metrics: type: cos_sim_pearson
value: 83.97885282534388
verified: no, type: cos_sim_spearman
value: 75.1221970851712
verified: no, type: euclidean_pearson
value: 80.34455956720097
verified: no, type: euclidean_spearman
value: 74.5894274239938
verified: no, type: manhattan_pearson
value: 80.38999766325465
verified: no, type: manhattan_spearman
value: 74.68524557166975
verified: no, task: type: STS
dataset: type: mteb/sts13-sts
name: MTEB STS13
config: default
split: test
revision: 7e90230a92c190f1bf69ae9002b8cea547a64cca
metrics: type: cos_sim_pearson
value: 82.95746064915672
verified: no, type: cos_sim_spearman
value: 85.08683458043946
verified: no, type: euclidean_pearson
value: 84.56699492836385
verified: no, type: euclidean_spearman
value: 85.66089116133713
verified: no, type: manhattan_pearson
value: 84.47553323458541
verified: no, type: manhattan_spearman
value: 85.56142206781472
verified: no, task: type: STS
dataset: type: mteb/sts14-sts
name: MTEB STS14
config: default
split: test
revision: 6031580fec1f6af667f0bd2da0a551cf4f0b2375
metrics: type: cos_sim_pearson
value: 82.71377893595067
verified: no, type: cos_sim_spearman
value: 81.03453291428589
verified: no, type: euclidean_pearson
value: 82.57136298308613
verified: no, type: euclidean_spearman
value: 81.15839961890875
verified: no, type: manhattan_pearson
value: 82.55157879373837
verified: no, type: manhattan_spearman
value: 81.1540163767054
verified: no, task: type: STS
dataset: type: mteb/sts15-sts
name: MTEB STS15
config: default
split: test
revision: ae752c7c21bf194d8b67fd573edf7ae58183cbe3
metrics: type: cos_sim_pearson
value: 86.64197832372373
verified: no, type: cos_sim_spearman
value: 88.31966852492485
verified: no, type: euclidean_pearson
value: 87.98692129976983
verified: no, type: euclidean_spearman
value: 88.6247340837856
verified: no, type: manhattan_pearson
value: 87.90437827826412
verified: no, type: manhattan_spearman
value: 88.56278787131457
verified: no, task: type: STS
dataset: type: mteb/sts16-sts
name: MTEB STS16
config: default
split: test
revision: 4d8694f8f0e0100860b497b999b3dbed754a0513
metrics: type: cos_sim_pearson
value: 81.84159950146693
verified: no, type: cos_sim_spearman
value: 83.90678384140168
verified: no, type: euclidean_pearson
value: 83.19005018860221
verified: no, type: euclidean_spearman
value: 84.16260415876295
verified: no, type: manhattan_pearson
value: 83.05030612994494
verified: no, type: manhattan_spearman
value: 83.99605629718336
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_pearson
value: 87.49935350176666
verified: no, type: cos_sim_spearman
value: 87.59086606735383
verified: no, type: euclidean_pearson
value: 88.06537181129983
verified: no, type: euclidean_spearman
value: 87.6687448086014
verified: no, type: manhattan_pearson
value: 87.96599131972935
verified: no, type: manhattan_spearman
value: 87.63295748969642
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_pearson
value: 67.68232799482763
verified: no, type: cos_sim_spearman
value: 67.99930378085793
verified: no, type: euclidean_pearson
value: 68.50275360001696
verified: no, type: euclidean_spearman
value: 67.81588179309259
verified: no, type: manhattan_pearson
value: 68.5892154749763
verified: no, type: manhattan_spearman
value: 67.84357259640682
verified: no, task: type: STS
dataset: type: mteb/stsbenchmark-sts
name: MTEB STSBenchmark
config: default
split: test
revision: b0fddb56ed78048fa8b90373c8a3cfc37b684831
metrics: type: cos_sim_pearson
value: 84.37049618406554
verified: no, type: cos_sim_spearman
value: 85.57014313159492
verified: no, type: euclidean_pearson
value: 85.57469513908282
verified: no, type: euclidean_spearman
value: 85.661948135258
verified: no, type: manhattan_pearson
value: 85.36866831229028
verified: no, type: manhattan_spearman
value: 85.5043455368843
verified: no, task: type: Reranking
dataset: type: mteb/scidocs-reranking
name: MTEB SciDocsRR
config: default
split: test
revision: d3c5e1fc0b855ab6097bf1cda04dd73947d7caab
metrics: type: map
value: 84.83259065376154
verified: no, type: mrr
value: 95.58455433455433
verified: no, task: type: Retrieval
dataset: type: scifact
name: MTEB SciFact
config: default
split: test
revision: None
metrics: type: map_at_1
value: 58.817
verified: no, type: map_at_10
value: 68.459
verified: no, type: map_at_100
value: 68.951
verified: no, type: map_at_1000
value: 68.979
verified: no, type: map_at_3
value: 65.791
verified: no, type: map_at_5
value: 67.583
verified: no, type: mrr_at_1
value: 61.667
verified: no, type: mrr_at_10
value: 69.368
verified: no, type: mrr_at_100
value: 69.721
verified: no, type: mrr_at_1000
value: 69.744
verified: no, type: mrr_at_3
value: 67.278
verified: no, type: mrr_at_5
value: 68.611
verified: no, type: ndcg_at_1
value: 61.667
verified: no, type: ndcg_at_10
value: 72.70100000000001
verified: no, type: ndcg_at_100
value: 74.928
verified: no, type: ndcg_at_1000
value: 75.553
verified: no, type: ndcg_at_3
value: 68.203
verified: no, type: ndcg_at_5
value: 70.804
verified: no, type: precision_at_1
value: 61.667
verified: no, type: precision_at_10
value: 9.533
verified: no, type: precision_at_100
value: 1.077
verified: no, type: precision_at_1000
value: 0.11299999999999999
verified: no, type: precision_at_3
value: 26.444000000000003
verified: no, type: precision_at_5
value: 17.599999999999998
verified: no, type: recall_at_1
value: 58.817
verified: no, type: recall_at_10
value: 84.789
verified: no, type: recall_at_100
value: 95
verified: no, type: recall_at_1000
value: 99.667
verified: no, type: recall_at_3
value: 72.8
verified: no, type: recall_at_5
value: 79.294
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: 99.8108910891089
verified: no, type: cos_sim_ap
value: 95.5743678558349
verified: no, type: cos_sim_f1
value: 90.43133366385722
verified: no, type: cos_sim_precision
value: 89.67551622418878
verified: no, type: cos_sim_recall
value: 91.2
verified: no, type: dot_accuracy
value: 99.75841584158415
verified: no, type: dot_ap
value: 94.00786363627253
verified: no, type: dot_f1
value: 87.51910341314316
verified: no, type: dot_precision
value: 89.20041536863967
verified: no, type: dot_recall
value: 85.9
verified: no, type: euclidean_accuracy
value: 99.81485148514851
verified: no, type: euclidean_ap
value: 95.4752113136905
verified: no, type: euclidean_f1
value: 90.44334975369456
verified: no, type: euclidean_precision
value: 89.126213592233
verified: no, type: euclidean_recall
value: 91.8
verified: no, type: manhattan_accuracy
value: 99.81584158415842
verified: no, type: manhattan_ap
value: 95.5163172682464
verified: no, type: manhattan_f1
value: 90.51987767584097
verified: no, type: manhattan_precision
value: 92.3076923076923
verified: no, type: manhattan_recall
value: 88.8
verified: no, type: max_accuracy
value: 99.81584158415842
verified: no, type: max_ap
value: 95.5743678558349
verified: no, type: max_f1
value: 90.51987767584097
verified: no, task: type: Clustering
dataset: type: mteb/stackexchange-clustering
name: MTEB StackExchangeClustering
config: default
split: test
revision: 6cbc1f7b2bc0622f2e39d2c77fa502909748c259
metrics: type: v_measure
value: 62.63235986949449
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: 36.334795589585575
verified: no, task: type: Reranking
dataset: type: mteb/stackoverflowdupquestions-reranking
name: MTEB StackOverflowDupQuestions
config: default
split: test
revision: e185fbe320c72810689fc5848eb6114e1ef5ec69
metrics: type: map
value: 52.02955214518782
verified: no, type: mrr
value: 52.8004838298956
verified: no, task: type: Summarization
dataset: type: mteb/summeval
name: MTEB SummEval
config: default
split: test
revision: cda12ad7615edc362dbf25a00fdd61d3b1eaf93c
metrics: type: cos_sim_pearson
value: 30.63769566275453
verified: no, type: cos_sim_spearman
value: 30.422379185989335
verified: no, type: dot_pearson
value: 26.88493071882256
verified: no, type: dot_spearman
value: 26.505249740971305
verified: no, task: type: Retrieval
dataset: type: trec-covid
name: MTEB TRECCOVID
config: default
split: test
revision: None
metrics: type: map_at_1
value: 0.21
verified: no, type: map_at_10
value: 1.654
verified: no, type: map_at_100
value: 10.095
verified: no, type: map_at_1000
value: 25.808999999999997
verified: no, type: map_at_3
value: 0.594
verified: no, type: map_at_5
value: 0.9289999999999999
verified: no, type: mrr_at_1
value: 78
verified: no, type: mrr_at_10
value: 87.019
verified: no, type: mrr_at_100
value: 87.019
verified: no, type: mrr_at_1000
value: 87.019
verified: no, type: mrr_at_3
value: 86.333
verified: no, type: mrr_at_5
value: 86.733
verified: no, type: ndcg_at_1
value: 73
verified: no, type: ndcg_at_10
value: 66.52900000000001
verified: no, type: ndcg_at_100
value: 53.433
verified: no, type: ndcg_at_1000
value: 51.324000000000005
verified: no, type: ndcg_at_3
value: 72.02199999999999
verified: no, type: ndcg_at_5
value: 69.696
verified: no, type: precision_at_1
value: 78
verified: no, type: precision_at_10
value: 70.39999999999999
verified: no, type: precision_at_100
value: 55.46
verified: no, type: precision_at_1000
value: 22.758
verified: no, type: precision_at_3
value: 76.667
verified: no, type: precision_at_5
value: 74
verified: no, type: recall_at_1
value: 0.21
verified: no, type: recall_at_10
value: 1.8849999999999998
verified: no, type: recall_at_100
value: 13.801
verified: no, type: recall_at_1000
value: 49.649
verified: no, type: recall_at_3
value: 0.632
verified: no, type: recall_at_5
value: 1.009
verified: no, task: type: Retrieval
dataset: type: webis-touche2020
name: MTEB Touche2020
config: default
split: test
revision: None
metrics: type: map_at_1
value: 1.797
verified: no, type: map_at_10
value: 9.01
verified: no, type: map_at_100
value: 14.682
verified: no, type: map_at_1000
value: 16.336000000000002
verified: no, type: map_at_3
value: 4.546
verified: no, type: map_at_5
value: 5.9270000000000005
verified: no, type: mrr_at_1
value: 24.490000000000002
verified: no, type: mrr_at_10
value: 41.156
verified: no, type: mrr_at_100
value: 42.392
verified: no, type: mrr_at_1000
value: 42.408
verified: no, type: mrr_at_3
value: 38.775999999999996
verified: no, type: mrr_at_5
value: 40.102
verified: no, type: ndcg_at_1
value: 21.429000000000002
verified: no, type: ndcg_at_10
value: 22.222
verified: no, type: ndcg_at_100
value: 34.405
verified: no, type: ndcg_at_1000
value: 46.599000000000004
verified: no, type: ndcg_at_3
value: 25.261
verified: no, type: ndcg_at_5
value: 22.695999999999998
verified: no, type: precision_at_1
value: 24.490000000000002
verified: no, type: precision_at_10
value: 19.796
verified: no, type: precision_at_100
value: 7.306
verified: no, type: precision_at_1000
value: 1.5350000000000001
verified: no, type: precision_at_3
value: 27.211000000000002
verified: no, type: precision_at_5
value: 22.857
verified: no, type: recall_at_1
value: 1.797
verified: no, type: recall_at_10
value: 15.706000000000001
verified: no, type: recall_at_100
value: 46.412
verified: no, type: recall_at_1000
value: 83.159
verified: no, type: recall_at_3
value: 6.1370000000000005
verified: no, type: recall_at_5
value: 8.599
verified: no, task: type: Classification
dataset: type: mteb/toxic_conversations_50k
name: MTEB ToxicConversationsClassification
config: default
split: test
revision: d7c0de2777da35d6aae2200a62c6e0e5af397c4c
metrics: type: accuracy
value: 70.3302
verified: no, type: ap
value: 14.169121204575601
verified: no, type: f1
value: 54.229345975274235
verified: no, task: type: Classification
dataset: type: mteb/tweet_sentiment_extraction
name: MTEB TweetSentimentExtractionClassification
config: default
split: test
revision: d604517c81ca91fe16a244d1248fc021f9ecee7a
metrics: type: accuracy
value: 58.22297679683077
verified: no, type: f1
value: 58.62984908377875
verified: no, task: type: Clustering
dataset: type: mteb/twentynewsgroups-clustering
name: MTEB TwentyNewsgroupsClustering
config: default
split: test
revision: 6125ec4e24fa026cec8a478383ee943acfbd5449
metrics: type: v_measure
value: 49.952922428464255
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: 84.68140907194373
verified: no, type: cos_sim_ap
value: 70.12180123666836
verified: no, type: cos_sim_f1
value: 65.77501791258658
verified: no, type: cos_sim_precision
value: 60.07853403141361
verified: no, type: cos_sim_recall
value: 72.66490765171504
verified: no, type: dot_accuracy
value: 81.92167848840674
verified: no, type: dot_ap
value: 60.49837581423469
verified: no, type: dot_f1
value: 58.44186046511628
verified: no, type: dot_precision
value: 52.24532224532224
verified: no, type: dot_recall
value: 66.3060686015831
verified: no, type: euclidean_accuracy
value: 84.73505394289802
verified: no, type: euclidean_ap
value: 70.3278904593286
verified: no, type: euclidean_f1
value: 65.98851124940161
verified: no, type: euclidean_precision
value: 60.38107752956636
verified: no, type: euclidean_recall
value: 72.74406332453826
verified: no, type: manhattan_accuracy
value: 84.73505394289802
verified: no, type: manhattan_ap
value: 70.00737738537337
verified: no, type: manhattan_f1
value: 65.80150784822642
verified: no, type: manhattan_precision
value: 61.892583120204606
verified: no, type: manhattan_recall
value: 70.23746701846966
verified: no, type: max_accuracy
value: 84.73505394289802
verified: no, type: max_ap
value: 70.3278904593286
verified: no, type: max_f1
value: 65.98851124940161
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: 88.44258159661582
verified: no, type: cos_sim_ap
value: 84.91926704880888
verified: no, type: cos_sim_f1
value: 77.07651086632926
verified: no, type: cos_sim_precision
value: 74.5894554883319
verified: no, type: cos_sim_recall
value: 79.73514012935017
verified: no, type: dot_accuracy
value: 85.88116583226608
verified: no, type: dot_ap
value: 78.9753854779923
verified: no, type: dot_f1
value: 72.17757637979255
verified: no, type: dot_precision
value: 66.80647486729143
verified: no, type: dot_recall
value: 78.48783492454572
verified: no, type: euclidean_accuracy
value: 88.5299025885823
verified: no, type: euclidean_ap
value: 85.08006075642194
verified: no, type: euclidean_f1
value: 77.29637336504163
verified: no, type: euclidean_precision
value: 74.69836253950014
verified: no, type: euclidean_recall
value: 80.08161379735141
verified: no, type: manhattan_accuracy
value: 88.55124771995187
verified: no, type: manhattan_ap
value: 85.00941529932851
verified: no, type: manhattan_f1
value: 77.33100233100232
verified: no, type: manhattan_precision
value: 73.37572573956317
verified: no, type: manhattan_recall
value: 81.73698798891284
verified: no, type: max_accuracy
value: 88.55124771995187
verified: no, type: max_ap
value: 85.08006075642194
verified: no, type: max_f1
value: 77.33100233100232
verified: no
language: en
license: mit
Likes: 175 | All-time downloads: 24314433
Created: 2023-07-27 10:14:55