Model: BAAI/bge-small-en
Author: BAAI
Pipeline: feature-extraction
Library: transformers
Tags: transformers, pytorch, safetensors, bert, feature-extraction, mteb, sentence transformers, en, arxiv:2311.13534, arxiv:2310.07554, arxiv:2309.07597, license:mit, model-index, text-embeddings-inference, endpoints_compatible, deploy:azure, region:us
Card metadata: tags: mteb, sentence transformers
model-index: name: bge-small-en
results: task: type: Classification
dataset: type: mteb/amazon_counterfactual
name: MTEB AmazonCounterfactualClassification (en)
config: en
split: test
revision: e8379541af4e31359cca9fbcf4b00f2671dba205
metrics: type: accuracy
value: 74.34328358208955
verified: no, type: ap
value: 37.59947775195661
verified: no, type: f1
value: 68.548415491933
verified: no, task: type: Classification
dataset: type: mteb/amazon_polarity
name: MTEB AmazonPolarityClassification
config: default
split: test
revision: e2d317d38cd51312af73b3d32a06d1a08b442046
metrics: type: accuracy
value: 93.04527499999999
verified: no, type: ap
value: 89.60696356772135
verified: no, type: f1
value: 93.03361469382438
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: 46.08
verified: no, type: f1
value: 45.66249835363254
verified: no, task: type: Retrieval
dataset: type: arguana
name: MTEB ArguAna
config: default
split: test
revision: None
metrics: type: map_at_1
value: 35.205999999999996
verified: no, type: map_at_10
value: 50.782000000000004
verified: no, type: map_at_100
value: 51.547
verified: no, type: map_at_1000
value: 51.554
verified: no, type: map_at_3
value: 46.515
verified: no, type: map_at_5
value: 49.296
verified: no, type: mrr_at_1
value: 35.632999999999996
verified: no, type: mrr_at_10
value: 50.958999999999996
verified: no, type: mrr_at_100
value: 51.724000000000004
verified: no, type: mrr_at_1000
value: 51.731
verified: no, type: mrr_at_3
value: 46.669
verified: no, type: mrr_at_5
value: 49.439
verified: no, type: ndcg_at_1
value: 35.205999999999996
verified: no, type: ndcg_at_10
value: 58.835
verified: no, type: ndcg_at_100
value: 62.095
verified: no, type: ndcg_at_1000
value: 62.255
verified: no, type: ndcg_at_3
value: 50.255
verified: no, type: ndcg_at_5
value: 55.296
verified: no, type: precision_at_1
value: 35.205999999999996
verified: no, type: precision_at_10
value: 8.421
verified: no, type: precision_at_100
value: 0.984
verified: no, type: precision_at_1000
value: 0.1
verified: no, type: precision_at_3
value: 20.365
verified: no, type: precision_at_5
value: 14.680000000000001
verified: no, type: recall_at_1
value: 35.205999999999996
verified: no, type: recall_at_10
value: 84.211
verified: no, type: recall_at_100
value: 98.43499999999999
verified: no, type: recall_at_1000
value: 99.644
verified: no, type: recall_at_3
value: 61.095
verified: no, type: recall_at_5
value: 73.4
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: 47.52644476278646
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: 39.973045724188964
verified: no, task: type: Reranking
dataset: type: mteb/askubuntudupquestions-reranking
name: MTEB AskUbuntuDupQuestions
config: default
split: test
revision: 2000358ca161889fa9c082cb41daa8dcfb161a54
metrics: type: map
value: 62.28285314871488
verified: no, type: mrr
value: 74.52743701358659
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: 80.09041909160327
verified: no, type: cos_sim_spearman
value: 79.96266537706944
verified: no, type: euclidean_pearson
value: 79.50774978162241
verified: no, type: euclidean_spearman
value: 79.9144715078551
verified: no, type: manhattan_pearson
value: 79.2062139879302
verified: no, type: manhattan_spearman
value: 79.35000081468212
verified: no, task: type: Classification
dataset: type: mteb/banking77
name: MTEB Banking77Classification
config: default
split: test
revision: 0fd18e25b25c072e09e0d92ab615fda904d66300
metrics: type: accuracy
value: 85.31493506493506
verified: no, type: f1
value: 85.2704557977762
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: 39.6837242810816
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: 35.38881249555897
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackAndroidRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 27.884999999999998
verified: no, type: map_at_10
value: 39.574
verified: no, type: map_at_100
value: 40.993
verified: no, type: map_at_1000
value: 41.129
verified: no, type: map_at_3
value: 36.089
verified: no, type: map_at_5
value: 38.191
verified: no, type: mrr_at_1
value: 34.477999999999994
verified: no, type: mrr_at_10
value: 45.411
verified: no, type: mrr_at_100
value: 46.089999999999996
verified: no, type: mrr_at_1000
value: 46.147
verified: no, type: mrr_at_3
value: 42.346000000000004
verified: no, type: mrr_at_5
value: 44.292
verified: no, type: ndcg_at_1
value: 34.477999999999994
verified: no, type: ndcg_at_10
value: 46.123999999999995
verified: no, type: ndcg_at_100
value: 51.349999999999994
verified: no, type: ndcg_at_1000
value: 53.578
verified: no, type: ndcg_at_3
value: 40.824
verified: no, type: ndcg_at_5
value: 43.571
verified: no, type: precision_at_1
value: 34.477999999999994
verified: no, type: precision_at_10
value: 8.841000000000001
verified: no, type: precision_at_100
value: 1.4460000000000002
verified: no, type: precision_at_1000
value: 0.192
verified: no, type: precision_at_3
value: 19.742
verified: no, type: precision_at_5
value: 14.421000000000001
verified: no, type: recall_at_1
value: 27.884999999999998
verified: no, type: recall_at_10
value: 59.087
verified: no, type: recall_at_100
value: 80.609
verified: no, type: recall_at_1000
value: 95.054
verified: no, type: recall_at_3
value: 44.082
verified: no, type: recall_at_5
value: 51.593999999999994
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackEnglishRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 30.639
verified: no, type: map_at_10
value: 40.047
verified: no, type: map_at_100
value: 41.302
verified: no, type: map_at_1000
value: 41.425
verified: no, type: map_at_3
value: 37.406
verified: no, type: map_at_5
value: 38.934000000000005
verified: no, type: mrr_at_1
value: 37.707
verified: no, type: mrr_at_10
value: 46.082
verified: no, type: mrr_at_100
value: 46.745
verified: no, type: mrr_at_1000
value: 46.786
verified: no, type: mrr_at_3
value: 43.980999999999995
verified: no, type: mrr_at_5
value: 45.287
verified: no, type: ndcg_at_1
value: 37.707
verified: no, type: ndcg_at_10
value: 45.525
verified: no, type: ndcg_at_100
value: 49.976
verified: no, type: ndcg_at_1000
value: 51.94499999999999
verified: no, type: ndcg_at_3
value: 41.704
verified: no, type: ndcg_at_5
value: 43.596000000000004
verified: no, type: precision_at_1
value: 37.707
verified: no, type: precision_at_10
value: 8.465
verified: no, type: precision_at_100
value: 1.375
verified: no, type: precision_at_1000
value: 0.183
verified: no, type: precision_at_3
value: 19.979
verified: no, type: precision_at_5
value: 14.115
verified: no, type: recall_at_1
value: 30.639
verified: no, type: recall_at_10
value: 54.775
verified: no, type: recall_at_100
value: 73.678
verified: no, type: recall_at_1000
value: 86.142
verified: no, type: recall_at_3
value: 43.230000000000004
verified: no, type: recall_at_5
value: 48.622
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackGamingRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 38.038
verified: no, type: map_at_10
value: 49.922
verified: no, type: map_at_100
value: 51.032
verified: no, type: map_at_1000
value: 51.085
verified: no, type: map_at_3
value: 46.664
verified: no, type: map_at_5
value: 48.588
verified: no, type: mrr_at_1
value: 43.95
verified: no, type: mrr_at_10
value: 53.566
verified: no, type: mrr_at_100
value: 54.318999999999996
verified: no, type: mrr_at_1000
value: 54.348
verified: no, type: mrr_at_3
value: 51.066
verified: no, type: mrr_at_5
value: 52.649
verified: no, type: ndcg_at_1
value: 43.95
verified: no, type: ndcg_at_10
value: 55.676
verified: no, type: ndcg_at_100
value: 60.126000000000005
verified: no, type: ndcg_at_1000
value: 61.208
verified: no, type: ndcg_at_3
value: 50.20400000000001
verified: no, type: ndcg_at_5
value: 53.038
verified: no, type: precision_at_1
value: 43.95
verified: no, type: precision_at_10
value: 8.953
verified: no, type: precision_at_100
value: 1.2109999999999999
verified: no, type: precision_at_1000
value: 0.135
verified: no, type: precision_at_3
value: 22.256999999999998
verified: no, type: precision_at_5
value: 15.524
verified: no, type: recall_at_1
value: 38.038
verified: no, type: recall_at_10
value: 69.15
verified: no, type: recall_at_100
value: 88.31599999999999
verified: no, type: recall_at_1000
value: 95.993
verified: no, type: recall_at_3
value: 54.663
verified: no, type: recall_at_5
value: 61.373
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackGisRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 24.872
verified: no, type: map_at_10
value: 32.912
verified: no, type: map_at_100
value: 33.972
verified: no, type: map_at_1000
value: 34.046
verified: no, type: map_at_3
value: 30.361
verified: no, type: map_at_5
value: 31.704
verified: no, type: mrr_at_1
value: 26.779999999999998
verified: no, type: mrr_at_10
value: 34.812
verified: no, type: mrr_at_100
value: 35.754999999999995
verified: no, type: mrr_at_1000
value: 35.809000000000005
verified: no, type: mrr_at_3
value: 32.335
verified: no, type: mrr_at_5
value: 33.64
verified: no, type: ndcg_at_1
value: 26.779999999999998
verified: no, type: ndcg_at_10
value: 37.623
verified: no, type: ndcg_at_100
value: 42.924
verified: no, type: ndcg_at_1000
value: 44.856
verified: no, type: ndcg_at_3
value: 32.574
verified: no, type: ndcg_at_5
value: 34.842
verified: no, type: precision_at_1
value: 26.779999999999998
verified: no, type: precision_at_10
value: 5.729
verified: no, type: precision_at_100
value: 0.886
verified: no, type: precision_at_1000
value: 0.109
verified: no, type: precision_at_3
value: 13.559
verified: no, type: precision_at_5
value: 9.469
verified: no, type: recall_at_1
value: 24.872
verified: no, type: recall_at_10
value: 50.400999999999996
verified: no, type: recall_at_100
value: 74.954
verified: no, type: recall_at_1000
value: 89.56
verified: no, type: recall_at_3
value: 36.726
verified: no, type: recall_at_5
value: 42.138999999999996
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackMathematicaRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 16.803
verified: no, type: map_at_10
value: 24.348
verified: no, type: map_at_100
value: 25.56
verified: no, type: map_at_1000
value: 25.668000000000003
verified: no, type: map_at_3
value: 21.811
verified: no, type: map_at_5
value: 23.287
verified: no, type: mrr_at_1
value: 20.771
verified: no, type: mrr_at_10
value: 28.961
verified: no, type: mrr_at_100
value: 29.979
verified: no, type: mrr_at_1000
value: 30.046
verified: no, type: mrr_at_3
value: 26.555
verified: no, type: mrr_at_5
value: 28.060000000000002
verified: no, type: ndcg_at_1
value: 20.771
verified: no, type: ndcg_at_10
value: 29.335
verified: no, type: ndcg_at_100
value: 35.188
verified: no, type: ndcg_at_1000
value: 37.812
verified: no, type: ndcg_at_3
value: 24.83
verified: no, type: ndcg_at_5
value: 27.119
verified: no, type: precision_at_1
value: 20.771
verified: no, type: precision_at_10
value: 5.4350000000000005
verified: no, type: precision_at_100
value: 0.9480000000000001
verified: no, type: precision_at_1000
value: 0.13
verified: no, type: precision_at_3
value: 11.982
verified: no, type: precision_at_5
value: 8.831
verified: no, type: recall_at_1
value: 16.803
verified: no, type: recall_at_10
value: 40.039
verified: no, type: recall_at_100
value: 65.83200000000001
verified: no, type: recall_at_1000
value: 84.478
verified: no, type: recall_at_3
value: 27.682000000000002
verified: no, type: recall_at_5
value: 33.535
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackPhysicsRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 28.345
verified: no, type: map_at_10
value: 37.757000000000005
verified: no, type: map_at_100
value: 39.141
verified: no, type: map_at_1000
value: 39.262
verified: no, type: map_at_3
value: 35.183
verified: no, type: map_at_5
value: 36.592
verified: no, type: mrr_at_1
value: 34.649
verified: no, type: mrr_at_10
value: 43.586999999999996
verified: no, type: mrr_at_100
value: 44.481
verified: no, type: mrr_at_1000
value: 44.542
verified: no, type: mrr_at_3
value: 41.29
verified: no, type: mrr_at_5
value: 42.642
verified: no, type: ndcg_at_1
value: 34.649
verified: no, type: ndcg_at_10
value: 43.161
verified: no, type: ndcg_at_100
value: 48.734
verified: no, type: ndcg_at_1000
value: 51.046
verified: no, type: ndcg_at_3
value: 39.118
verified: no, type: ndcg_at_5
value: 41.022
verified: no, type: precision_at_1
value: 34.649
verified: no, type: precision_at_10
value: 7.603
verified: no, type: precision_at_100
value: 1.209
verified: no, type: precision_at_1000
value: 0.157
verified: no, type: precision_at_3
value: 18.319
verified: no, type: precision_at_5
value: 12.839
verified: no, type: recall_at_1
value: 28.345
verified: no, type: recall_at_10
value: 53.367
verified: no, type: recall_at_100
value: 76.453
verified: no, type: recall_at_1000
value: 91.82000000000001
verified: no, type: recall_at_3
value: 41.636
verified: no, type: recall_at_5
value: 46.760000000000005
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackProgrammersRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 22.419
verified: no, type: map_at_10
value: 31.716
verified: no, type: map_at_100
value: 33.152
verified: no, type: map_at_1000
value: 33.267
verified: no, type: map_at_3
value: 28.74
verified: no, type: map_at_5
value: 30.48
verified: no, type: mrr_at_1
value: 28.310999999999996
verified: no, type: mrr_at_10
value: 37.039
verified: no, type: mrr_at_100
value: 38.09
verified: no, type: mrr_at_1000
value: 38.145
verified: no, type: mrr_at_3
value: 34.437
verified: no, type: mrr_at_5
value: 36.024
verified: no, type: ndcg_at_1
value: 28.310999999999996
verified: no, type: ndcg_at_10
value: 37.41
verified: no, type: ndcg_at_100
value: 43.647999999999996
verified: no, type: ndcg_at_1000
value: 46.007
verified: no, type: ndcg_at_3
value: 32.509
verified: no, type: ndcg_at_5
value: 34.943999999999996
verified: no, type: precision_at_1
value: 28.310999999999996
verified: no, type: precision_at_10
value: 6.963
verified: no, type: precision_at_100
value: 1.1860000000000002
verified: no, type: precision_at_1000
value: 0.154
verified: no, type: precision_at_3
value: 15.867999999999999
verified: no, type: precision_at_5
value: 11.507000000000001
verified: no, type: recall_at_1
value: 22.419
verified: no, type: recall_at_10
value: 49.28
verified: no, type: recall_at_100
value: 75.802
verified: no, type: recall_at_1000
value: 92.032
verified: no, type: recall_at_3
value: 35.399
verified: no, type: recall_at_5
value: 42.027
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 24.669249999999998
verified: no, type: map_at_10
value: 33.332583333333325
verified: no, type: map_at_100
value: 34.557833333333335
verified: no, type: map_at_1000
value: 34.67141666666666
verified: no, type: map_at_3
value: 30.663166666666662
verified: no, type: map_at_5
value: 32.14883333333333
verified: no, type: mrr_at_1
value: 29.193833333333334
verified: no, type: mrr_at_10
value: 37.47625
verified: no, type: mrr_at_100
value: 38.3545
verified: no, type: mrr_at_1000
value: 38.413166666666676
verified: no, type: mrr_at_3
value: 35.06741666666667
verified: no, type: mrr_at_5
value: 36.450666666666656
verified: no, type: ndcg_at_1
value: 29.193833333333334
verified: no, type: ndcg_at_10
value: 38.505416666666676
verified: no, type: ndcg_at_100
value: 43.81125
verified: no, type: ndcg_at_1000
value: 46.09558333333333
verified: no, type: ndcg_at_3
value: 33.90916666666667
verified: no, type: ndcg_at_5
value: 36.07666666666666
verified: no, type: precision_at_1
value: 29.193833333333334
verified: no, type: precision_at_10
value: 6.7251666666666665
verified: no, type: precision_at_100
value: 1.1058333333333332
verified: no, type: precision_at_1000
value: 0.14833333333333332
verified: no, type: precision_at_3
value: 15.554166666666665
verified: no, type: precision_at_5
value: 11.079250000000002
verified: no, type: recall_at_1
value: 24.669249999999998
verified: no, type: recall_at_10
value: 49.75583333333332
verified: no, type: recall_at_100
value: 73.06908333333332
verified: no, type: recall_at_1000
value: 88.91316666666667
verified: no, type: recall_at_3
value: 36.913250000000005
verified: no, type: recall_at_5
value: 42.48641666666666
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackStatsRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 24.044999999999998
verified: no, type: map_at_10
value: 30.349999999999998
verified: no, type: map_at_100
value: 31.273
verified: no, type: map_at_1000
value: 31.362000000000002
verified: no, type: map_at_3
value: 28.508
verified: no, type: map_at_5
value: 29.369
verified: no, type: mrr_at_1
value: 26.994
verified: no, type: mrr_at_10
value: 33.12
verified: no, type: mrr_at_100
value: 33.904
verified: no, type: mrr_at_1000
value: 33.967000000000006
verified: no, type: mrr_at_3
value: 31.365
verified: no, type: mrr_at_5
value: 32.124
verified: no, type: ndcg_at_1
value: 26.994
verified: no, type: ndcg_at_10
value: 34.214
verified: no, type: ndcg_at_100
value: 38.681
verified: no, type: ndcg_at_1000
value: 40.926
verified: no, type: ndcg_at_3
value: 30.725
verified: no, type: ndcg_at_5
value: 31.967000000000002
verified: no, type: precision_at_1
value: 26.994
verified: no, type: precision_at_10
value: 5.215
verified: no, type: precision_at_100
value: 0.807
verified: no, type: precision_at_1000
value: 0.108
verified: no, type: precision_at_3
value: 12.986
verified: no, type: precision_at_5
value: 8.712
verified: no, type: recall_at_1
value: 24.044999999999998
verified: no, type: recall_at_10
value: 43.456
verified: no, type: recall_at_100
value: 63.675000000000004
verified: no, type: recall_at_1000
value: 80.05499999999999
verified: no, type: recall_at_3
value: 33.561
verified: no, type: recall_at_5
value: 36.767
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackTexRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 15.672
verified: no, type: map_at_10
value: 22.641
verified: no, type: map_at_100
value: 23.75
verified: no, type: map_at_1000
value: 23.877000000000002
verified: no, type: map_at_3
value: 20.219
verified: no, type: map_at_5
value: 21.648
verified: no, type: mrr_at_1
value: 18.823
verified: no, type: mrr_at_10
value: 26.101999999999997
verified: no, type: mrr_at_100
value: 27.038
verified: no, type: mrr_at_1000
value: 27.118
verified: no, type: mrr_at_3
value: 23.669
verified: no, type: mrr_at_5
value: 25.173000000000002
verified: no, type: ndcg_at_1
value: 18.823
verified: no, type: ndcg_at_10
value: 27.176000000000002
verified: no, type: ndcg_at_100
value: 32.42
verified: no, type: ndcg_at_1000
value: 35.413
verified: no, type: ndcg_at_3
value: 22.756999999999998
verified: no, type: ndcg_at_5
value: 25.032
verified: no, type: precision_at_1
value: 18.823
verified: no, type: precision_at_10
value: 5.034000000000001
verified: no, type: precision_at_100
value: 0.895
verified: no, type: precision_at_1000
value: 0.132
verified: no, type: precision_at_3
value: 10.771
verified: no, type: precision_at_5
value: 8.1
verified: no, type: recall_at_1
value: 15.672
verified: no, type: recall_at_10
value: 37.296
verified: no, type: recall_at_100
value: 60.863
verified: no, type: recall_at_1000
value: 82.234
verified: no, type: recall_at_3
value: 25.330000000000002
verified: no, type: recall_at_5
value: 30.964000000000002
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackUnixRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 24.633
verified: no, type: map_at_10
value: 32.858
verified: no, type: map_at_100
value: 34.038000000000004
verified: no, type: map_at_1000
value: 34.141
verified: no, type: map_at_3
value: 30.209000000000003
verified: no, type: map_at_5
value: 31.567
verified: no, type: mrr_at_1
value: 28.358
verified: no, type: mrr_at_10
value: 36.433
verified: no, type: mrr_at_100
value: 37.352000000000004
verified: no, type: mrr_at_1000
value: 37.41
verified: no, type: mrr_at_3
value: 34.033
verified: no, type: mrr_at_5
value: 35.246
verified: no, type: ndcg_at_1
value: 28.358
verified: no, type: ndcg_at_10
value: 37.973
verified: no, type: ndcg_at_100
value: 43.411
verified: no, type: ndcg_at_1000
value: 45.747
verified: no, type: ndcg_at_3
value: 32.934999999999995
verified: no, type: ndcg_at_5
value: 35.013
verified: no, type: precision_at_1
value: 28.358
verified: no, type: precision_at_10
value: 6.418
verified: no, type: precision_at_100
value: 1.02
verified: no, type: precision_at_1000
value: 0.133
verified: no, type: precision_at_3
value: 14.677000000000001
verified: no, type: precision_at_5
value: 10.335999999999999
verified: no, type: recall_at_1
value: 24.633
verified: no, type: recall_at_10
value: 50.048
verified: no, type: recall_at_100
value: 73.821
verified: no, type: recall_at_1000
value: 90.046
verified: no, type: recall_at_3
value: 36.284
verified: no, type: recall_at_5
value: 41.370000000000005
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackWebmastersRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 23.133
verified: no, type: map_at_10
value: 31.491999999999997
verified: no, type: map_at_100
value: 33.062000000000005
verified: no, type: map_at_1000
value: 33.256
verified: no, type: map_at_3
value: 28.886
verified: no, type: map_at_5
value: 30.262
verified: no, type: mrr_at_1
value: 28.063
verified: no, type: mrr_at_10
value: 36.144
verified: no, type: mrr_at_100
value: 37.14
verified: no, type: mrr_at_1000
value: 37.191
verified: no, type: mrr_at_3
value: 33.762
verified: no, type: mrr_at_5
value: 34.997
verified: no, type: ndcg_at_1
value: 28.063
verified: no, type: ndcg_at_10
value: 36.951
verified: no, type: ndcg_at_100
value: 43.287
verified: no, type: ndcg_at_1000
value: 45.777
verified: no, type: ndcg_at_3
value: 32.786
verified: no, type: ndcg_at_5
value: 34.65
verified: no, type: precision_at_1
value: 28.063
verified: no, type: precision_at_10
value: 7.055
verified: no, type: precision_at_100
value: 1.476
verified: no, type: precision_at_1000
value: 0.22899999999999998
verified: no, type: precision_at_3
value: 15.481
verified: no, type: precision_at_5
value: 11.186
verified: no, type: recall_at_1
value: 23.133
verified: no, type: recall_at_10
value: 47.285
verified: no, type: recall_at_100
value: 76.176
verified: no, type: recall_at_1000
value: 92.176
verified: no, type: recall_at_3
value: 35.223
verified: no, type: recall_at_5
value: 40.142
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackWordpressRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 19.547
verified: no, type: map_at_10
value: 26.374
verified: no, type: map_at_100
value: 27.419
verified: no, type: map_at_1000
value: 27.539
verified: no, type: map_at_3
value: 23.882
verified: no, type: map_at_5
value: 25.163999999999998
verified: no, type: mrr_at_1
value: 21.442
verified: no, type: mrr_at_10
value: 28.458
verified: no, type: mrr_at_100
value: 29.360999999999997
verified: no, type: mrr_at_1000
value: 29.448999999999998
verified: no, type: mrr_at_3
value: 25.97
verified: no, type: mrr_at_5
value: 27.273999999999997
verified: no, type: ndcg_at_1
value: 21.442
verified: no, type: ndcg_at_10
value: 30.897000000000002
verified: no, type: ndcg_at_100
value: 35.99
verified: no, type: ndcg_at_1000
value: 38.832
verified: no, type: ndcg_at_3
value: 25.944
verified: no, type: ndcg_at_5
value: 28.126
verified: no, type: precision_at_1
value: 21.442
verified: no, type: precision_at_10
value: 4.9910000000000005
verified: no, type: precision_at_100
value: 0.8109999999999999
verified: no, type: precision_at_1000
value: 0.11800000000000001
verified: no, type: precision_at_3
value: 11.029
verified: no, type: precision_at_5
value: 7.911
verified: no, type: recall_at_1
value: 19.547
verified: no, type: recall_at_10
value: 42.886
verified: no, type: recall_at_100
value: 66.64999999999999
verified: no, type: recall_at_1000
value: 87.368
verified: no, type: recall_at_3
value: 29.143
verified: no, type: recall_at_5
value: 34.544000000000004
verified: no, task: type: Retrieval
dataset: type: climate-fever
name: MTEB ClimateFEVER
config: default
split: test
revision: None
metrics: type: map_at_1
value: 15.572
verified: no, type: map_at_10
value: 25.312
verified: no, type: map_at_100
value: 27.062
verified: no, type: map_at_1000
value: 27.253
verified: no, type: map_at_3
value: 21.601
verified: no, type: map_at_5
value: 23.473
verified: no, type: mrr_at_1
value: 34.984
verified: no, type: mrr_at_10
value: 46.406
verified: no, type: mrr_at_100
value: 47.179
verified: no, type: mrr_at_1000
value: 47.21
verified: no, type: mrr_at_3
value: 43.485
verified: no, type: mrr_at_5
value: 45.322
verified: no, type: ndcg_at_1
value: 34.984
verified: no, type: ndcg_at_10
value: 34.344
verified: no, type: ndcg_at_100
value: 41.015
verified: no, type: ndcg_at_1000
value: 44.366
verified: no, type: ndcg_at_3
value: 29.119
verified: no, type: ndcg_at_5
value: 30.825999999999997
verified: no, type: precision_at_1
value: 34.984
verified: no, type: precision_at_10
value: 10.358
verified: no, type: precision_at_100
value: 1.762
verified: no, type: precision_at_1000
value: 0.23900000000000002
verified: no, type: precision_at_3
value: 21.368000000000002
verified: no, type: precision_at_5
value: 15.948
verified: no, type: recall_at_1
value: 15.572
verified: no, type: recall_at_10
value: 39.367999999999995
verified: no, type: recall_at_100
value: 62.183
verified: no, type: recall_at_1000
value: 80.92200000000001
verified: no, type: recall_at_3
value: 26.131999999999998
verified: no, type: recall_at_5
value: 31.635999999999996
verified: no, task: type: Retrieval
dataset: type: dbpedia-entity
name: MTEB DBPedia
config: default
split: test
revision: None
metrics: type: map_at_1
value: 8.848
verified: no, type: map_at_10
value: 19.25
verified: no, type: map_at_100
value: 27.193
verified: no, type: map_at_1000
value: 28.721999999999998
verified: no, type: map_at_3
value: 13.968
verified: no, type: map_at_5
value: 16.283
verified: no, type: mrr_at_1
value: 68.75
verified: no, type: mrr_at_10
value: 76.25
verified: no, type: mrr_at_100
value: 76.534
verified: no, type: mrr_at_1000
value: 76.53999999999999
verified: no, type: mrr_at_3
value: 74.667
verified: no, type: mrr_at_5
value: 75.86699999999999
verified: no, type: ndcg_at_1
value: 56.00000000000001
verified: no, type: ndcg_at_10
value: 41.426
verified: no, type: ndcg_at_100
value: 45.660000000000004
verified: no, type: ndcg_at_1000
value: 53.02
verified: no, type: ndcg_at_3
value: 46.581
verified: no, type: ndcg_at_5
value: 43.836999999999996
verified: no, type: precision_at_1
value: 68.75
verified: no, type: precision_at_10
value: 32.800000000000004
verified: no, type: precision_at_100
value: 10.440000000000001
verified: no, type: precision_at_1000
value: 1.9980000000000002
verified: no, type: precision_at_3
value: 49.667
verified: no, type: precision_at_5
value: 42.25
verified: no, type: recall_at_1
value: 8.848
verified: no, type: recall_at_10
value: 24.467
verified: no, type: recall_at_100
value: 51.344
verified: no, type: recall_at_1000
value: 75.235
verified: no, type: recall_at_3
value: 15.329
verified: no, type: recall_at_5
value: 18.892999999999997
verified: no, task: type: Classification
dataset: type: mteb/emotion
name: MTEB EmotionClassification
config: default
split: test
revision: 4f58c6b202a23cf9a4da393831edf4f9183cad37
metrics: type: accuracy
value: 48.95
verified: no, type: f1
value: 43.44563593360779
verified: no, task: type: Retrieval
dataset: type: fever
name: MTEB FEVER
config: default
split: test
revision: None
metrics: type: map_at_1
value: 78.036
verified: no, type: map_at_10
value: 85.639
verified: no, type: map_at_100
value: 85.815
verified: no, type: map_at_1000
value: 85.829
verified: no, type: map_at_3
value: 84.795
verified: no, type: map_at_5
value: 85.336
verified: no, type: mrr_at_1
value: 84.353
verified: no, type: mrr_at_10
value: 90.582
verified: no, type: mrr_at_100
value: 90.617
verified: no, type: mrr_at_1000
value: 90.617
verified: no, type: mrr_at_3
value: 90.132
verified: no, type: mrr_at_5
value: 90.447
verified: no, type: ndcg_at_1
value: 84.353
verified: no, type: ndcg_at_10
value: 89.003
verified: no, type: ndcg_at_100
value: 89.60000000000001
verified: no, type: ndcg_at_1000
value: 89.836
verified: no, type: ndcg_at_3
value: 87.81400000000001
verified: no, type: ndcg_at_5
value: 88.478
verified: no, type: precision_at_1
value: 84.353
verified: no, type: precision_at_10
value: 10.482
verified: no, type: precision_at_100
value: 1.099
verified: no, type: precision_at_1000
value: 0.11399999999999999
verified: no, type: precision_at_3
value: 33.257999999999996
verified: no, type: precision_at_5
value: 20.465
verified: no, type: recall_at_1
value: 78.036
verified: no, type: recall_at_10
value: 94.517
verified: no, type: recall_at_100
value: 96.828
verified: no, type: recall_at_1000
value: 98.261
verified: no, type: recall_at_3
value: 91.12
verified: no, type: recall_at_5
value: 92.946
verified: no, task: type: Retrieval
dataset: type: fiqa
name: MTEB FiQA2018
config: default
split: test
revision: None
metrics: type: map_at_1
value: 20.191
verified: no, type: map_at_10
value: 32.369
verified: no, type: map_at_100
value: 34.123999999999995
verified: no, type: map_at_1000
value: 34.317
verified: no, type: map_at_3
value: 28.71
verified: no, type: map_at_5
value: 30.607
verified: no, type: mrr_at_1
value: 40.894999999999996
verified: no, type: mrr_at_10
value: 48.842
verified: no, type: mrr_at_100
value: 49.599
verified: no, type: mrr_at_1000
value: 49.647000000000006
verified: no, type: mrr_at_3
value: 46.785
verified: no, type: mrr_at_5
value: 47.672
verified: no, type: ndcg_at_1
value: 40.894999999999996
verified: no, type: ndcg_at_10
value: 39.872
verified: no, type: ndcg_at_100
value: 46.126
verified: no, type: ndcg_at_1000
value: 49.476
verified: no, type: ndcg_at_3
value: 37.153000000000006
verified: no, type: ndcg_at_5
value: 37.433
verified: no, type: precision_at_1
value: 40.894999999999996
verified: no, type: precision_at_10
value: 10.818
verified: no, type: precision_at_100
value: 1.73
verified: no, type: precision_at_1000
value: 0.231
verified: no, type: precision_at_3
value: 25.051000000000002
verified: no, type: precision_at_5
value: 17.531
verified: no, type: recall_at_1
value: 20.191
verified: no, type: recall_at_10
value: 45.768
verified: no, type: recall_at_100
value: 68.82000000000001
verified: no, type: recall_at_1000
value: 89.133
verified: no, type: recall_at_3
value: 33.296
verified: no, type: recall_at_5
value: 38.022
verified: no, task: type: Retrieval
dataset: type: hotpotqa
name: MTEB HotpotQA
config: default
split: test
revision: None
metrics: type: map_at_1
value: 39.257
verified: no, type: map_at_10
value: 61.467000000000006
verified: no, type: map_at_100
value: 62.364
verified: no, type: map_at_1000
value: 62.424
verified: no, type: map_at_3
value: 58.228
verified: no, type: map_at_5
value: 60.283
verified: no, type: mrr_at_1
value: 78.515
verified: no, type: mrr_at_10
value: 84.191
verified: no, type: mrr_at_100
value: 84.378
verified: no, type: mrr_at_1000
value: 84.385
verified: no, type: mrr_at_3
value: 83.284
verified: no, type: mrr_at_5
value: 83.856
verified: no, type: ndcg_at_1
value: 78.515
verified: no, type: ndcg_at_10
value: 69.78999999999999
verified: no, type: ndcg_at_100
value: 72.886
verified: no, type: ndcg_at_1000
value: 74.015
verified: no, type: ndcg_at_3
value: 65.23
verified: no, type: ndcg_at_5
value: 67.80199999999999
verified: no, type: precision_at_1
value: 78.515
verified: no, type: precision_at_10
value: 14.519000000000002
verified: no, type: precision_at_100
value: 1.694
verified: no, type: precision_at_1000
value: 0.184
verified: no, type: precision_at_3
value: 41.702
verified: no, type: precision_at_5
value: 27.046999999999997
verified: no, type: recall_at_1
value: 39.257
verified: no, type: recall_at_10
value: 72.59299999999999
verified: no, type: recall_at_100
value: 84.679
verified: no, type: recall_at_1000
value: 92.12
verified: no, type: recall_at_3
value: 62.552
verified: no, type: recall_at_5
value: 67.616
verified: no, task: type: Classification
dataset: type: mteb/imdb
name: MTEB ImdbClassification
config: default
split: test
revision: 3d86128a09e091d6018b6d26cad27f2739fc2db7
metrics: type: accuracy
value: 91.5152
verified: no, type: ap
value: 87.64584669595709
verified: no, type: f1
value: 91.50605576428437
verified: no, task: type: Retrieval
dataset: type: msmarco
name: MTEB MSMARCO
config: default
split: dev
revision: None
metrics: type: map_at_1
value: 21.926000000000002
verified: no, type: map_at_10
value: 34.049
verified: no, type: map_at_100
value: 35.213
verified: no, type: map_at_1000
value: 35.265
verified: no, type: map_at_3
value: 30.309
verified: no, type: map_at_5
value: 32.407000000000004
verified: no, type: mrr_at_1
value: 22.55
verified: no, type: mrr_at_10
value: 34.657
verified: no, type: mrr_at_100
value: 35.760999999999996
verified: no, type: mrr_at_1000
value: 35.807
verified: no, type: mrr_at_3
value: 30.989
verified: no, type: mrr_at_5
value: 33.039
verified: no, type: ndcg_at_1
value: 22.55
verified: no, type: ndcg_at_10
value: 40.842
verified: no, type: ndcg_at_100
value: 46.436
verified: no, type: ndcg_at_1000
value: 47.721999999999994
verified: no, type: ndcg_at_3
value: 33.209
verified: no, type: ndcg_at_5
value: 36.943
verified: no, type: precision_at_1
value: 22.55
verified: no, type: precision_at_10
value: 6.447
verified: no, type: precision_at_100
value: 0.9249999999999999
verified: no, type: precision_at_1000
value: 0.104
verified: no, type: precision_at_3
value: 14.136000000000001
verified: no, type: precision_at_5
value: 10.381
verified: no, type: recall_at_1
value: 21.926000000000002
verified: no, type: recall_at_10
value: 61.724999999999994
verified: no, type: recall_at_100
value: 87.604
verified: no, type: recall_at_1000
value: 97.421
verified: no, type: recall_at_3
value: 40.944
verified: no, type: recall_at_5
value: 49.915
verified: no, task: type: Classification
dataset: type: mteb/mtop_domain
name: MTEB MTOPDomainClassification (en)
config: en
split: test
revision: d80d48c1eb48d3562165c59d59d0034df9fff0bf
metrics: type: accuracy
value: 93.54765161878704
verified: no, type: f1
value: 93.3298945415573
verified: no, task: type: Classification
dataset: type: mteb/mtop_intent
name: MTEB MTOPIntentClassification (en)
config: en
split: test
revision: ae001d0e6b1228650b7bd1c2c65fb50ad11a8aba
metrics: type: accuracy
value: 75.71591427268582
verified: no, type: f1
value: 59.32113870474471
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: 75.83053127101547
verified: no, type: f1
value: 73.60757944876475
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: 78.72562205783457
verified: no, type: f1
value: 78.63761662505502
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: 33.37935633767996
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: 31.55270546130387
verified: no, task: type: Reranking
dataset: type: mteb/mind_small
name: MTEB MindSmallReranking
config: default
split: test
revision: 3bdac13927fdc888b903db93b2ffdbd90b295a69
metrics: type: map
value: 30.462692753143834
verified: no, type: mrr
value: 31.497569753511563
verified: no, task: type: Retrieval
dataset: type: nfcorpus
name: MTEB NFCorpus
config: default
split: test
revision: None
metrics: type: map_at_1
value: 5.646
verified: no, type: map_at_10
value: 12.498
verified: no, type: map_at_100
value: 15.486
verified: no, type: map_at_1000
value: 16.805999999999997
verified: no, type: map_at_3
value: 9.325
verified: no, type: map_at_5
value: 10.751
verified: no, type: mrr_at_1
value: 43.034
verified: no, type: mrr_at_10
value: 52.662
verified: no, type: mrr_at_100
value: 53.189
verified: no, type: mrr_at_1000
value: 53.25
verified: no, type: mrr_at_3
value: 50.929
verified: no, type: mrr_at_5
value: 51.92
verified: no, type: ndcg_at_1
value: 41.796
verified: no, type: ndcg_at_10
value: 33.477000000000004
verified: no, type: ndcg_at_100
value: 29.996000000000002
verified: no, type: ndcg_at_1000
value: 38.864
verified: no, type: ndcg_at_3
value: 38.940000000000005
verified: no, type: ndcg_at_5
value: 36.689
verified: no, type: precision_at_1
value: 43.034
verified: no, type: precision_at_10
value: 24.799
verified: no, type: precision_at_100
value: 7.432999999999999
verified: no, type: precision_at_1000
value: 1.9929999999999999
verified: no, type: precision_at_3
value: 36.842000000000006
verified: no, type: precision_at_5
value: 32.135999999999996
verified: no, type: recall_at_1
value: 5.646
verified: no, type: recall_at_10
value: 15.963
verified: no, type: recall_at_100
value: 29.492
verified: no, type: recall_at_1000
value: 61.711000000000006
verified: no, type: recall_at_3
value: 10.585
verified: no, type: recall_at_5
value: 12.753999999999998
verified: no, task: type: Retrieval
dataset: type: nq
name: MTEB NQ
config: default
split: test
revision: None
metrics: type: map_at_1
value: 27.602
verified: no, type: map_at_10
value: 41.545
verified: no, type: map_at_100
value: 42.644999999999996
verified: no, type: map_at_1000
value: 42.685
verified: no, type: map_at_3
value: 37.261
verified: no, type: map_at_5
value: 39.706
verified: no, type: mrr_at_1
value: 31.141000000000002
verified: no, type: mrr_at_10
value: 44.139
verified: no, type: mrr_at_100
value: 44.997
verified: no, type: mrr_at_1000
value: 45.025999999999996
verified: no, type: mrr_at_3
value: 40.503
verified: no, type: mrr_at_5
value: 42.64
verified: no, type: ndcg_at_1
value: 31.141000000000002
verified: no, type: ndcg_at_10
value: 48.995
verified: no, type: ndcg_at_100
value: 53.788000000000004
verified: no, type: ndcg_at_1000
value: 54.730000000000004
verified: no, type: ndcg_at_3
value: 40.844
verified: no, type: ndcg_at_5
value: 44.955
verified: no, type: precision_at_1
value: 31.141000000000002
verified: no, type: precision_at_10
value: 8.233
verified: no, type: precision_at_100
value: 1.093
verified: no, type: precision_at_1000
value: 0.11800000000000001
verified: no, type: precision_at_3
value: 18.579
verified: no, type: precision_at_5
value: 13.533999999999999
verified: no, type: recall_at_1
value: 27.602
verified: no, type: recall_at_10
value: 69.216
verified: no, type: recall_at_100
value: 90.252
verified: no, type: recall_at_1000
value: 97.27
verified: no, type: recall_at_3
value: 47.987
verified: no, type: recall_at_5
value: 57.438
verified: no, task: type: Retrieval
dataset: type: quora
name: MTEB QuoraRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 70.949
verified: no, type: map_at_10
value: 84.89999999999999
verified: no, type: map_at_100
value: 85.531
verified: no, type: map_at_1000
value: 85.548
verified: no, type: map_at_3
value: 82.027
verified: no, type: map_at_5
value: 83.853
verified: no, type: mrr_at_1
value: 81.69999999999999
verified: no, type: mrr_at_10
value: 87.813
verified: no, type: mrr_at_100
value: 87.917
verified: no, type: mrr_at_1000
value: 87.91799999999999
verified: no, type: mrr_at_3
value: 86.938
verified: no, type: mrr_at_5
value: 87.53999999999999
verified: no, type: ndcg_at_1
value: 81.75
verified: no, type: ndcg_at_10
value: 88.55499999999999
verified: no, type: ndcg_at_100
value: 89.765
verified: no, type: ndcg_at_1000
value: 89.871
verified: no, type: ndcg_at_3
value: 85.905
verified: no, type: ndcg_at_5
value: 87.41
verified: no, type: precision_at_1
value: 81.75
verified: no, type: precision_at_10
value: 13.403
verified: no, type: precision_at_100
value: 1.528
verified: no, type: precision_at_1000
value: 0.157
verified: no, type: precision_at_3
value: 37.597
verified: no, type: precision_at_5
value: 24.69
verified: no, type: recall_at_1
value: 70.949
verified: no, type: recall_at_10
value: 95.423
verified: no, type: recall_at_100
value: 99.509
verified: no, type: recall_at_1000
value: 99.982
verified: no, type: recall_at_3
value: 87.717
verified: no, type: recall_at_5
value: 92.032
verified: no, task: type: Clustering
dataset: type: mteb/reddit-clustering
name: MTEB RedditClustering
config: default
split: test
revision: 24640382cdbf8abc73003fb0fa6d111a705499eb
metrics: type: v_measure
value: 51.76962893449579
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: 62.32897690686379
verified: no, task: type: Retrieval
dataset: type: scidocs
name: MTEB SCIDOCS
config: default
split: test
revision: None
metrics: type: map_at_1
value: 4.478
verified: no, type: map_at_10
value: 11.994
verified: no, type: map_at_100
value: 13.977
verified: no, type: map_at_1000
value: 14.295
verified: no, type: map_at_3
value: 8.408999999999999
verified: no, type: map_at_5
value: 10.024
verified: no, type: mrr_at_1
value: 22.1
verified: no, type: mrr_at_10
value: 33.526
verified: no, type: mrr_at_100
value: 34.577000000000005
verified: no, type: mrr_at_1000
value: 34.632000000000005
verified: no, type: mrr_at_3
value: 30.217
verified: no, type: mrr_at_5
value: 31.962000000000003
verified: no, type: ndcg_at_1
value: 22.1
verified: no, type: ndcg_at_10
value: 20.191
verified: no, type: ndcg_at_100
value: 27.954
verified: no, type: ndcg_at_1000
value: 33.491
verified: no, type: ndcg_at_3
value: 18.787000000000003
verified: no, type: ndcg_at_5
value: 16.378999999999998
verified: no, type: precision_at_1
value: 22.1
verified: no, type: precision_at_10
value: 10.69
verified: no, type: precision_at_100
value: 2.1919999999999997
verified: no, type: precision_at_1000
value: 0.35200000000000004
verified: no, type: precision_at_3
value: 17.732999999999997
verified: no, type: precision_at_5
value: 14.499999999999998
verified: no, type: recall_at_1
value: 4.478
verified: no, type: recall_at_10
value: 21.657
verified: no, type: recall_at_100
value: 44.54
verified: no, type: recall_at_1000
value: 71.542
verified: no, type: recall_at_3
value: 10.778
verified: no, type: recall_at_5
value: 14.687
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: 82.82325259156718
verified: no, type: cos_sim_spearman
value: 79.2463589100662
verified: no, type: euclidean_pearson
value: 80.48318380496771
verified: no, type: euclidean_spearman
value: 79.34451935199979
verified: no, type: manhattan_pearson
value: 80.39041824178759
verified: no, type: manhattan_spearman
value: 79.23002892700211
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: 85.74130231431258
verified: no, type: cos_sim_spearman
value: 78.36856568042397
verified: no, type: euclidean_pearson
value: 82.48301631890303
verified: no, type: euclidean_spearman
value: 78.28376980722732
verified: no, type: manhattan_pearson
value: 82.43552075450525
verified: no, type: manhattan_spearman
value: 78.22702443947126
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: 79.96138619461459
verified: no, type: cos_sim_spearman
value: 81.85436343502379
verified: no, type: euclidean_pearson
value: 81.82895226665367
verified: no, type: euclidean_spearman
value: 82.22707349602916
verified: no, type: manhattan_pearson
value: 81.66303369445873
verified: no, type: manhattan_spearman
value: 82.05030197179455
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: 80.05481244198648
verified: no, type: cos_sim_spearman
value: 80.85052504637808
verified: no, type: euclidean_pearson
value: 80.86728419744497
verified: no, type: euclidean_spearman
value: 81.033786401512
verified: no, type: manhattan_pearson
value: 80.90107531061103
verified: no, type: manhattan_spearman
value: 81.11374116827795
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: 84.615220756399
verified: no, type: cos_sim_spearman
value: 86.46858500002092
verified: no, type: euclidean_pearson
value: 86.08307800247586
verified: no, type: euclidean_spearman
value: 86.72691443870013
verified: no, type: manhattan_pearson
value: 85.96155594487269
verified: no, type: manhattan_spearman
value: 86.605909505275
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: 82.14363913634436
verified: no, type: cos_sim_spearman
value: 84.48430226487102
verified: no, type: euclidean_pearson
value: 83.75303424801902
verified: no, type: euclidean_spearman
value: 84.56762380734538
verified: no, type: manhattan_pearson
value: 83.6135447165928
verified: no, type: manhattan_spearman
value: 84.39898212616731
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: 85.09909252554525
verified: no, type: cos_sim_spearman
value: 85.70951402743276
verified: no, type: euclidean_pearson
value: 87.1991936239908
verified: no, type: euclidean_spearman
value: 86.07745840612071
verified: no, type: manhattan_pearson
value: 87.25039137549952
verified: no, type: manhattan_spearman
value: 85.99938746659761
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: 63.529332093413615
verified: no, type: cos_sim_spearman
value: 65.38177340147439
verified: no, type: euclidean_pearson
value: 66.35278011412136
verified: no, type: euclidean_spearman
value: 65.47147267032997
verified: no, type: manhattan_pearson
value: 66.71804682408693
verified: no, type: manhattan_spearman
value: 65.67406521423597
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: 82.45802942885662
verified: no, type: cos_sim_spearman
value: 84.8853341842566
verified: no, type: euclidean_pearson
value: 84.60915021096707
verified: no, type: euclidean_spearman
value: 85.11181242913666
verified: no, type: manhattan_pearson
value: 84.38600521210364
verified: no, type: manhattan_spearman
value: 84.89045417981723
verified: no, task: type: Reranking
dataset: type: mteb/scidocs-reranking
name: MTEB SciDocsRR
config: default
split: test
revision: d3c5e1fc0b855ab6097bf1cda04dd73947d7caab
metrics: type: map
value: 85.92793380635129
verified: no, type: mrr
value: 95.85834191226348
verified: no, task: type: Retrieval
dataset: type: scifact
name: MTEB SciFact
config: default
split: test
revision: None
metrics: type: map_at_1
value: 55.74400000000001
verified: no, type: map_at_10
value: 65.455
verified: no, type: map_at_100
value: 66.106
verified: no, type: map_at_1000
value: 66.129
verified: no, type: map_at_3
value: 62.719
verified: no, type: map_at_5
value: 64.441
verified: no, type: mrr_at_1
value: 58.667
verified: no, type: mrr_at_10
value: 66.776
verified: no, type: mrr_at_100
value: 67.363
verified: no, type: mrr_at_1000
value: 67.384
verified: no, type: mrr_at_3
value: 64.889
verified: no, type: mrr_at_5
value: 66.122
verified: no, type: ndcg_at_1
value: 58.667
verified: no, type: ndcg_at_10
value: 69.904
verified: no, type: ndcg_at_100
value: 72.807
verified: no, type: ndcg_at_1000
value: 73.423
verified: no, type: ndcg_at_3
value: 65.405
verified: no, type: ndcg_at_5
value: 67.86999999999999
verified: no, type: precision_at_1
value: 58.667
verified: no, type: precision_at_10
value: 9.3
verified: no, type: precision_at_100
value: 1.08
verified: no, type: precision_at_1000
value: 0.11299999999999999
verified: no, type: precision_at_3
value: 25.444
verified: no, type: precision_at_5
value: 17
verified: no, type: recall_at_1
value: 55.74400000000001
verified: no, type: recall_at_10
value: 82.122
verified: no, type: recall_at_100
value: 95.167
verified: no, type: recall_at_1000
value: 100
verified: no, type: recall_at_3
value: 70.14399999999999
verified: no, type: recall_at_5
value: 76.417
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: 99.86534653465347
verified: no, type: cos_sim_ap
value: 96.54142419791388
verified: no, type: cos_sim_f1
value: 93.07535641547861
verified: no, type: cos_sim_precision
value: 94.81327800829875
verified: no, type: cos_sim_recall
value: 91.4
verified: no, type: dot_accuracy
value: 99.86435643564356
verified: no, type: dot_ap
value: 96.53682260449868
verified: no, type: dot_f1
value: 92.98515104966718
verified: no, type: dot_precision
value: 95.27806925498426
verified: no, type: dot_recall
value: 90.8
verified: no, type: euclidean_accuracy
value: 99.86336633663366
verified: no, type: euclidean_ap
value: 96.5228676185697
verified: no, type: euclidean_f1
value: 92.9735234215886
verified: no, type: euclidean_precision
value: 94.70954356846472
verified: no, type: euclidean_recall
value: 91.3
verified: no, type: manhattan_accuracy
value: 99.85841584158416
verified: no, type: manhattan_ap
value: 96.50392760934032
verified: no, type: manhattan_f1
value: 92.84642321160581
verified: no, type: manhattan_precision
value: 92.8928928928929
verified: no, type: manhattan_recall
value: 92.80000000000001
verified: no, type: max_accuracy
value: 99.86534653465347
verified: no, type: max_ap
value: 96.54142419791388
verified: no, type: max_f1
value: 93.07535641547861
verified: no, task: type: Clustering
dataset: type: mteb/stackexchange-clustering
name: MTEB StackExchangeClustering
config: default
split: test
revision: 6cbc1f7b2bc0622f2e39d2c77fa502909748c259
metrics: type: v_measure
value: 61.08285408766616
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: 35.640675309010604
verified: no, task: type: Reranking
dataset: type: mteb/stackoverflowdupquestions-reranking
name: MTEB StackOverflowDupQuestions
config: default
split: test
revision: e185fbe320c72810689fc5848eb6114e1ef5ec69
metrics: type: map
value: 53.20333913710715
verified: no, type: mrr
value: 54.088813555725324
verified: no, task: type: Summarization
dataset: type: mteb/summeval
name: MTEB SummEval
config: default
split: test
revision: cda12ad7615edc362dbf25a00fdd61d3b1eaf93c
metrics: type: cos_sim_pearson
value: 30.79465221925075
verified: no, type: cos_sim_spearman
value: 30.530816059163634
verified: no, type: dot_pearson
value: 31.364837244718043
verified: no, type: dot_spearman
value: 30.79726823684003
verified: no, task: type: Retrieval
dataset: type: trec-covid
name: MTEB TRECCOVID
config: default
split: test
revision: None
metrics: type: map_at_1
value: 0.22599999999999998
verified: no, type: map_at_10
value: 1.735
verified: no, type: map_at_100
value: 8.978
verified: no, type: map_at_1000
value: 20.851
verified: no, type: map_at_3
value: 0.613
verified: no, type: map_at_5
value: 0.964
verified: no, type: mrr_at_1
value: 88
verified: no, type: mrr_at_10
value: 92.867
verified: no, type: mrr_at_100
value: 92.867
verified: no, type: mrr_at_1000
value: 92.867
verified: no, type: mrr_at_3
value: 92.667
verified: no, type: mrr_at_5
value: 92.667
verified: no, type: ndcg_at_1
value: 82
verified: no, type: ndcg_at_10
value: 73.164
verified: no, type: ndcg_at_100
value: 51.878
verified: no, type: ndcg_at_1000
value: 44.864
verified: no, type: ndcg_at_3
value: 79.184
verified: no, type: ndcg_at_5
value: 76.39
verified: no, type: precision_at_1
value: 88
verified: no, type: precision_at_10
value: 76.2
verified: no, type: precision_at_100
value: 52.459999999999994
verified: no, type: precision_at_1000
value: 19.692
verified: no, type: precision_at_3
value: 82.667
verified: no, type: precision_at_5
value: 80
verified: no, type: recall_at_1
value: 0.22599999999999998
verified: no, type: recall_at_10
value: 1.942
verified: no, type: recall_at_100
value: 12.342
verified: no, type: recall_at_1000
value: 41.42
verified: no, type: recall_at_3
value: 0.637
verified: no, type: recall_at_5
value: 1.034
verified: no, task: type: Retrieval
dataset: type: webis-touche2020
name: MTEB Touche2020
config: default
split: test
revision: None
metrics: type: map_at_1
value: 3.567
verified: no, type: map_at_10
value: 13.116
verified: no, type: map_at_100
value: 19.39
verified: no, type: map_at_1000
value: 20.988
verified: no, type: map_at_3
value: 7.109
verified: no, type: map_at_5
value: 9.950000000000001
verified: no, type: mrr_at_1
value: 42.857
verified: no, type: mrr_at_10
value: 57.404999999999994
verified: no, type: mrr_at_100
value: 58.021
verified: no, type: mrr_at_1000
value: 58.021
verified: no, type: mrr_at_3
value: 54.762
verified: no, type: mrr_at_5
value: 56.19
verified: no, type: ndcg_at_1
value: 38.775999999999996
verified: no, type: ndcg_at_10
value: 30.359
verified: no, type: ndcg_at_100
value: 41.284
verified: no, type: ndcg_at_1000
value: 52.30200000000001
verified: no, type: ndcg_at_3
value: 36.744
verified: no, type: ndcg_at_5
value: 34.326
verified: no, type: precision_at_1
value: 42.857
verified: no, type: precision_at_10
value: 26.122
verified: no, type: precision_at_100
value: 8.082
verified: no, type: precision_at_1000
value: 1.559
verified: no, type: precision_at_3
value: 40.136
verified: no, type: precision_at_5
value: 35.510000000000005
verified: no, type: recall_at_1
value: 3.567
verified: no, type: recall_at_10
value: 19.045
verified: no, type: recall_at_100
value: 49.979
verified: no, type: recall_at_1000
value: 84.206
verified: no, type: recall_at_3
value: 8.52
verified: no, type: recall_at_5
value: 13.103000000000002
verified: no, task: type: Classification
dataset: type: mteb/toxic_conversations_50k
name: MTEB ToxicConversationsClassification
config: default
split: test
revision: d7c0de2777da35d6aae2200a62c6e0e5af397c4c
metrics: type: accuracy
value: 68.8394
verified: no, type: ap
value: 13.454399712443099
verified: no, type: f1
value: 53.04963076364322
verified: no, task: type: Classification
dataset: type: mteb/tweet_sentiment_extraction
name: MTEB TweetSentimentExtractionClassification
config: default
split: test
revision: d604517c81ca91fe16a244d1248fc021f9ecee7a
metrics: type: accuracy
value: 60.546123372948514
verified: no, type: f1
value: 60.86952793277713
verified: no, task: type: Clustering
dataset: type: mteb/twentynewsgroups-clustering
name: MTEB TwentyNewsgroupsClustering
config: default
split: test
revision: 6125ec4e24fa026cec8a478383ee943acfbd5449
metrics: type: v_measure
value: 49.10042955060234
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: 85.03308100375514
verified: no, type: cos_sim_ap
value: 71.08284605869684
verified: no, type: cos_sim_f1
value: 65.42539436255494
verified: no, type: cos_sim_precision
value: 64.14807302231237
verified: no, type: cos_sim_recall
value: 66.75461741424802
verified: no, type: dot_accuracy
value: 84.68736961316088
verified: no, type: dot_ap
value: 69.20524036530992
verified: no, type: dot_f1
value: 63.54893953365829
verified: no, type: dot_precision
value: 63.45698500394633
verified: no, type: dot_recall
value: 63.641160949868066
verified: no, type: euclidean_accuracy
value: 85.07480479227513
verified: no, type: euclidean_ap
value: 71.14592761009864
verified: no, type: euclidean_f1
value: 65.43814432989691
verified: no, type: euclidean_precision
value: 63.95465994962216
verified: no, type: euclidean_recall
value: 66.99208443271768
verified: no, type: manhattan_accuracy
value: 85.06288370984085
verified: no, type: manhattan_ap
value: 71.07289742593868
verified: no, type: manhattan_f1
value: 65.37585421412301
verified: no, type: manhattan_precision
value: 62.816147859922175
verified: no, type: manhattan_recall
value: 68.15303430079156
verified: no, type: max_accuracy
value: 85.07480479227513
verified: no, type: max_ap
value: 71.14592761009864
verified: no, type: max_f1
value: 65.43814432989691
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: 87.79058485659952
verified: no, type: cos_sim_ap
value: 83.7183187008759
verified: no, type: cos_sim_f1
value: 75.86921142180798
verified: no, type: cos_sim_precision
value: 73.00683371298405
verified: no, type: cos_sim_recall
value: 78.96519864490298
verified: no, type: dot_accuracy
value: 87.0085768618776
verified: no, type: dot_ap
value: 81.87467488474279
verified: no, type: dot_f1
value: 74.04188363990559
verified: no, type: dot_precision
value: 72.10507114191901
verified: no, type: dot_recall
value: 76.08561749307053
verified: no, type: euclidean_accuracy
value: 87.8332751193387
verified: no, type: euclidean_ap
value: 83.83585648120315
verified: no, type: euclidean_f1
value: 76.02582177042369
verified: no, type: euclidean_precision
value: 73.36388371759989
verified: no, type: euclidean_recall
value: 78.88820449645827
verified: no, type: manhattan_accuracy
value: 87.87208444910156
verified: no, type: manhattan_ap
value: 83.8101950642973
verified: no, type: manhattan_f1
value: 75.90454195535027
verified: no, type: manhattan_precision
value: 72.44419564761039
verified: no, type: manhattan_recall
value: 79.71204188481676
verified: no, type: max_accuracy
value: 87.87208444910156
verified: no, type: max_ap
value: 83.83585648120315
verified: no, type: max_f1
value: 76.02582177042369
verified: no
license: mit
language: en
Likes: 83 | All-time downloads: 12567263
Created: 2023-08-05 08:04:07