Model: michaelfeil/ct2fast-e5-small-v2
Author: michaelfeil
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, bert, ctranslate2, int8, float16, mteb, Sentence Transformers, sentence-similarity, en, arxiv:2212.03533, arxiv:2104.08663, arxiv:2210.07316, license:mit, model-index, text-embeddings-inference, endpoints_compatible, region:us
Card metadata: tags: ctranslate2, int8, float16, mteb, Sentence Transformers, sentence-similarity, sentence-transformers
model-index: name: e5-small-v2
results: task: type: Classification
dataset: type: mteb/amazon_counterfactual
name: MTEB AmazonCounterfactualClassification (en)
config: en
split: test
revision: e8379541af4e31359cca9fbcf4b00f2671dba205
metrics: type: accuracy
value: 77.59701492537313
verified: no, type: ap
value: 41.67064885731708
verified: no, type: f1
value: 71.86465946398573
verified: no, task: type: Classification
dataset: type: mteb/amazon_polarity
name: MTEB AmazonPolarityClassification
config: default
split: test
revision: e2d317d38cd51312af73b3d32a06d1a08b442046
metrics: type: accuracy
value: 91.265875
verified: no, type: ap
value: 87.67633085349644
verified: no, type: f1
value: 91.24297521425744
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: 45.882000000000005
verified: no, type: f1
value: 45.08058870381236
verified: no, task: type: Retrieval
dataset: type: arguana
name: MTEB ArguAna
config: default
split: test
revision: None
metrics: type: map_at_1
value: 20.697
verified: no, type: map_at_10
value: 33.975
verified: no, type: map_at_100
value: 35.223
verified: no, type: map_at_1000
value: 35.260000000000005
verified: no, type: map_at_3
value: 29.776999999999997
verified: no, type: map_at_5
value: 32.035000000000004
verified: no, type: mrr_at_1
value: 20.982
verified: no, type: mrr_at_10
value: 34.094
verified: no, type: mrr_at_100
value: 35.343
verified: no, type: mrr_at_1000
value: 35.38
verified: no, type: mrr_at_3
value: 29.884
verified: no, type: mrr_at_5
value: 32.141999999999996
verified: no, type: ndcg_at_1
value: 20.697
verified: no, type: ndcg_at_10
value: 41.668
verified: no, type: ndcg_at_100
value: 47.397
verified: no, type: ndcg_at_1000
value: 48.305
verified: no, type: ndcg_at_3
value: 32.928000000000004
verified: no, type: ndcg_at_5
value: 36.998999999999995
verified: no, type: precision_at_1
value: 20.697
verified: no, type: precision_at_10
value: 6.636
verified: no, type: precision_at_100
value: 0.924
verified: no, type: precision_at_1000
value: 0.099
verified: no, type: precision_at_3
value: 14.035
verified: no, type: precision_at_5
value: 10.398
verified: no, type: recall_at_1
value: 20.697
verified: no, type: recall_at_10
value: 66.35799999999999
verified: no, type: recall_at_100
value: 92.39
verified: no, type: recall_at_1000
value: 99.36
verified: no, type: recall_at_3
value: 42.105
verified: no, type: recall_at_5
value: 51.991
verified: no, task: type: Clustering
dataset: type: mteb/arxiv-clustering-p2p
name: MTEB ArxivClusteringP2P
config: default
split: test
revision: a122ad7f3f0291bf49cc6f4d32aa80929df69d5d
metrics: type: v_measure
value: 42.1169517447068
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: 34.79553720107097
verified: no, task: type: Reranking
dataset: type: mteb/askubuntudupquestions-reranking
name: MTEB AskUbuntuDupQuestions
config: default
split: test
revision: 2000358ca161889fa9c082cb41daa8dcfb161a54
metrics: type: map
value: 58.10811337308168
verified: no, type: mrr
value: 71.56410763751482
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: 78.46834918248696
verified: no, type: cos_sim_spearman
value: 79.4289182755206
verified: no, type: euclidean_pearson
value: 76.26662973727008
verified: no, type: euclidean_spearman
value: 78.11744260952536
verified: no, type: manhattan_pearson
value: 76.08175262609434
verified: no, type: manhattan_spearman
value: 78.29395265552289
verified: no, task: type: Classification
dataset: type: mteb/banking77
name: MTEB Banking77Classification
config: default
split: test
revision: 0fd18e25b25c072e09e0d92ab615fda904d66300
metrics: type: accuracy
value: 81.63636363636364
verified: no, type: f1
value: 81.55779952376953
verified: no, task: type: Clustering
dataset: type: mteb/biorxiv-clustering-p2p
name: MTEB BiorxivClusteringP2P
config: default
split: test
revision: 65b79d1d13f80053f67aca9498d9402c2d9f1f40
metrics: type: v_measure
value: 35.88541137137571
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: 30.05205685274407
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackAndroidRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 30.293999999999997
verified: no, type: map_at_10
value: 39.876
verified: no, type: map_at_100
value: 41.315000000000005
verified: no, type: map_at_1000
value: 41.451
verified: no, type: map_at_3
value: 37.194
verified: no, type: map_at_5
value: 38.728
verified: no, type: mrr_at_1
value: 37.053000000000004
verified: no, type: mrr_at_10
value: 45.281
verified: no, type: mrr_at_100
value: 46.188
verified: no, type: mrr_at_1000
value: 46.245999999999995
verified: no, type: mrr_at_3
value: 43.228
verified: no, type: mrr_at_5
value: 44.366
verified: no, type: ndcg_at_1
value: 37.053000000000004
verified: no, type: ndcg_at_10
value: 45.086
verified: no, type: ndcg_at_100
value: 50.756
verified: no, type: ndcg_at_1000
value: 53.123
verified: no, type: ndcg_at_3
value: 41.416
verified: no, type: ndcg_at_5
value: 43.098
verified: no, type: precision_at_1
value: 37.053000000000004
verified: no, type: precision_at_10
value: 8.34
verified: no, type: precision_at_100
value: 1.346
verified: no, type: precision_at_1000
value: 0.186
verified: no, type: precision_at_3
value: 19.647000000000002
verified: no, type: precision_at_5
value: 13.877
verified: no, type: recall_at_1
value: 30.293999999999997
verified: no, type: recall_at_10
value: 54.309
verified: no, type: recall_at_100
value: 78.59
verified: no, type: recall_at_1000
value: 93.82300000000001
verified: no, type: recall_at_3
value: 43.168
verified: no, type: recall_at_5
value: 48.192
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackEnglishRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 28.738000000000003
verified: no, type: map_at_10
value: 36.925999999999995
verified: no, type: map_at_100
value: 38.017
verified: no, type: map_at_1000
value: 38.144
verified: no, type: map_at_3
value: 34.446
verified: no, type: map_at_5
value: 35.704
verified: no, type: mrr_at_1
value: 35.478
verified: no, type: mrr_at_10
value: 42.786
verified: no, type: mrr_at_100
value: 43.458999999999996
verified: no, type: mrr_at_1000
value: 43.507
verified: no, type: mrr_at_3
value: 40.648
verified: no, type: mrr_at_5
value: 41.804
verified: no, type: ndcg_at_1
value: 35.478
verified: no, type: ndcg_at_10
value: 42.044
verified: no, type: ndcg_at_100
value: 46.249
verified: no, type: ndcg_at_1000
value: 48.44
verified: no, type: ndcg_at_3
value: 38.314
verified: no, type: ndcg_at_5
value: 39.798
verified: no, type: precision_at_1
value: 35.478
verified: no, type: precision_at_10
value: 7.764
verified: no, type: precision_at_100
value: 1.253
verified: no, type: precision_at_1000
value: 0.174
verified: no, type: precision_at_3
value: 18.047
verified: no, type: precision_at_5
value: 12.637
verified: no, type: recall_at_1
value: 28.738000000000003
verified: no, type: recall_at_10
value: 50.659
verified: no, type: recall_at_100
value: 68.76299999999999
verified: no, type: recall_at_1000
value: 82.811
verified: no, type: recall_at_3
value: 39.536
verified: no, type: recall_at_5
value: 43.763999999999996
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackGamingRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 38.565
verified: no, type: map_at_10
value: 50.168
verified: no, type: map_at_100
value: 51.11
verified: no, type: map_at_1000
value: 51.173
verified: no, type: map_at_3
value: 47.044000000000004
verified: no, type: map_at_5
value: 48.838
verified: no, type: mrr_at_1
value: 44.201
verified: no, type: mrr_at_10
value: 53.596999999999994
verified: no, type: mrr_at_100
value: 54.211
verified: no, type: mrr_at_1000
value: 54.247
verified: no, type: mrr_at_3
value: 51.202000000000005
verified: no, type: mrr_at_5
value: 52.608999999999995
verified: no, type: ndcg_at_1
value: 44.201
verified: no, type: ndcg_at_10
value: 55.694
verified: no, type: ndcg_at_100
value: 59.518
verified: no, type: ndcg_at_1000
value: 60.907
verified: no, type: ndcg_at_3
value: 50.395999999999994
verified: no, type: ndcg_at_5
value: 53.022999999999996
verified: no, type: precision_at_1
value: 44.201
verified: no, type: precision_at_10
value: 8.84
verified: no, type: precision_at_100
value: 1.162
verified: no, type: precision_at_1000
value: 0.133
verified: no, type: precision_at_3
value: 22.153
verified: no, type: precision_at_5
value: 15.260000000000002
verified: no, type: recall_at_1
value: 38.565
verified: no, type: recall_at_10
value: 68.65
verified: no, type: recall_at_100
value: 85.37400000000001
verified: no, type: recall_at_1000
value: 95.37400000000001
verified: no, type: recall_at_3
value: 54.645999999999994
verified: no, type: recall_at_5
value: 60.958
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackGisRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 23.945
verified: no, type: map_at_10
value: 30.641000000000002
verified: no, type: map_at_100
value: 31.599
verified: no, type: map_at_1000
value: 31.691000000000003
verified: no, type: map_at_3
value: 28.405
verified: no, type: map_at_5
value: 29.704000000000004
verified: no, type: mrr_at_1
value: 25.537
verified: no, type: mrr_at_10
value: 32.22
verified: no, type: mrr_at_100
value: 33.138
verified: no, type: mrr_at_1000
value: 33.214
verified: no, type: mrr_at_3
value: 30.151
verified: no, type: mrr_at_5
value: 31.298
verified: no, type: ndcg_at_1
value: 25.537
verified: no, type: ndcg_at_10
value: 34.638000000000005
verified: no, type: ndcg_at_100
value: 39.486
verified: no, type: ndcg_at_1000
value: 41.936
verified: no, type: ndcg_at_3
value: 30.333
verified: no, type: ndcg_at_5
value: 32.482
verified: no, type: precision_at_1
value: 25.537
verified: no, type: precision_at_10
value: 5.153
verified: no, type: precision_at_100
value: 0.7929999999999999
verified: no, type: precision_at_1000
value: 0.104
verified: no, type: precision_at_3
value: 12.429
verified: no, type: precision_at_5
value: 8.723
verified: no, type: recall_at_1
value: 23.945
verified: no, type: recall_at_10
value: 45.412
verified: no, type: recall_at_100
value: 67.836
verified: no, type: recall_at_1000
value: 86.467
verified: no, type: recall_at_3
value: 34.031
verified: no, type: recall_at_5
value: 39.039
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackMathematicaRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 14.419
verified: no, type: map_at_10
value: 20.858999999999998
verified: no, type: map_at_100
value: 22.067999999999998
verified: no, type: map_at_1000
value: 22.192
verified: no, type: map_at_3
value: 18.673000000000002
verified: no, type: map_at_5
value: 19.968
verified: no, type: mrr_at_1
value: 17.785999999999998
verified: no, type: mrr_at_10
value: 24.878
verified: no, type: mrr_at_100
value: 26.021
verified: no, type: mrr_at_1000
value: 26.095000000000002
verified: no, type: mrr_at_3
value: 22.616
verified: no, type: mrr_at_5
value: 23.785
verified: no, type: ndcg_at_1
value: 17.785999999999998
verified: no, type: ndcg_at_10
value: 25.153
verified: no, type: ndcg_at_100
value: 31.05
verified: no, type: ndcg_at_1000
value: 34.052
verified: no, type: ndcg_at_3
value: 21.117
verified: no, type: ndcg_at_5
value: 23.048
verified: no, type: precision_at_1
value: 17.785999999999998
verified: no, type: precision_at_10
value: 4.590000000000001
verified: no, type: precision_at_100
value: 0.864
verified: no, type: precision_at_1000
value: 0.125
verified: no, type: precision_at_3
value: 9.908999999999999
verified: no, type: precision_at_5
value: 7.313
verified: no, type: recall_at_1
value: 14.419
verified: no, type: recall_at_10
value: 34.477999999999994
verified: no, type: recall_at_100
value: 60.02499999999999
verified: no, type: recall_at_1000
value: 81.646
verified: no, type: recall_at_3
value: 23.515
verified: no, type: recall_at_5
value: 28.266999999999996
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackPhysicsRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 26.268
verified: no, type: map_at_10
value: 35.114000000000004
verified: no, type: map_at_100
value: 36.212
verified: no, type: map_at_1000
value: 36.333
verified: no, type: map_at_3
value: 32.436
verified: no, type: map_at_5
value: 33.992
verified: no, type: mrr_at_1
value: 31.761
verified: no, type: mrr_at_10
value: 40.355999999999995
verified: no, type: mrr_at_100
value: 41.125
verified: no, type: mrr_at_1000
value: 41.186
verified: no, type: mrr_at_3
value: 37.937
verified: no, type: mrr_at_5
value: 39.463
verified: no, type: ndcg_at_1
value: 31.761
verified: no, type: ndcg_at_10
value: 40.422000000000004
verified: no, type: ndcg_at_100
value: 45.458999999999996
verified: no, type: ndcg_at_1000
value: 47.951
verified: no, type: ndcg_at_3
value: 35.972
verified: no, type: ndcg_at_5
value: 38.272
verified: no, type: precision_at_1
value: 31.761
verified: no, type: precision_at_10
value: 7.103
verified: no, type: precision_at_100
value: 1.133
verified: no, type: precision_at_1000
value: 0.152
verified: no, type: precision_at_3
value: 16.779
verified: no, type: precision_at_5
value: 11.877
verified: no, type: recall_at_1
value: 26.268
verified: no, type: recall_at_10
value: 51.053000000000004
verified: no, type: recall_at_100
value: 72.702
verified: no, type: recall_at_1000
value: 89.521
verified: no, type: recall_at_3
value: 38.619
verified: no, type: recall_at_5
value: 44.671
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackProgrammersRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 25.230999999999998
verified: no, type: map_at_10
value: 34.227000000000004
verified: no, type: map_at_100
value: 35.370000000000005
verified: no, type: map_at_1000
value: 35.488
verified: no, type: map_at_3
value: 31.496000000000002
verified: no, type: map_at_5
value: 33.034
verified: no, type: mrr_at_1
value: 30.822
verified: no, type: mrr_at_10
value: 39.045
verified: no, type: mrr_at_100
value: 39.809
verified: no, type: mrr_at_1000
value: 39.873
verified: no, type: mrr_at_3
value: 36.663000000000004
verified: no, type: mrr_at_5
value: 37.964
verified: no, type: ndcg_at_1
value: 30.822
verified: no, type: ndcg_at_10
value: 39.472
verified: no, type: ndcg_at_100
value: 44.574999999999996
verified: no, type: ndcg_at_1000
value: 47.162
verified: no, type: ndcg_at_3
value: 34.929
verified: no, type: ndcg_at_5
value: 37.002
verified: no, type: precision_at_1
value: 30.822
verified: no, type: precision_at_10
value: 7.055
verified: no, type: precision_at_100
value: 1.124
verified: no, type: precision_at_1000
value: 0.152
verified: no, type: precision_at_3
value: 16.591
verified: no, type: precision_at_5
value: 11.667
verified: no, type: recall_at_1
value: 25.230999999999998
verified: no, type: recall_at_10
value: 50.42100000000001
verified: no, type: recall_at_100
value: 72.685
verified: no, type: recall_at_1000
value: 90.469
verified: no, type: recall_at_3
value: 37.503
verified: no, type: recall_at_5
value: 43.123
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 24.604166666666664
verified: no, type: map_at_10
value: 32.427166666666665
verified: no, type: map_at_100
value: 33.51474999999999
verified: no, type: map_at_1000
value: 33.6345
verified: no, type: map_at_3
value: 30.02366666666667
verified: no, type: map_at_5
value: 31.382333333333328
verified: no, type: mrr_at_1
value: 29.001166666666666
verified: no, type: mrr_at_10
value: 36.3315
verified: no, type: mrr_at_100
value: 37.16683333333333
verified: no, type: mrr_at_1000
value: 37.23341666666668
verified: no, type: mrr_at_3
value: 34.19916666666667
verified: no, type: mrr_at_5
value: 35.40458333333334
verified: no, type: ndcg_at_1
value: 29.001166666666666
verified: no, type: ndcg_at_10
value: 37.06883333333334
verified: no, type: ndcg_at_100
value: 41.95816666666666
verified: no, type: ndcg_at_1000
value: 44.501583333333336
verified: no, type: ndcg_at_3
value: 32.973499999999994
verified: no, type: ndcg_at_5
value: 34.90833333333334
verified: no, type: precision_at_1
value: 29.001166666666666
verified: no, type: precision_at_10
value: 6.336
verified: no, type: precision_at_100
value: 1.0282499999999999
verified: no, type: precision_at_1000
value: 0.14391666666666664
verified: no, type: precision_at_3
value: 14.932499999999996
verified: no, type: precision_at_5
value: 10.50825
verified: no, type: recall_at_1
value: 24.604166666666664
verified: no, type: recall_at_10
value: 46.9525
verified: no, type: recall_at_100
value: 68.67816666666667
verified: no, type: recall_at_1000
value: 86.59783333333334
verified: no, type: recall_at_3
value: 35.49783333333333
verified: no, type: recall_at_5
value: 40.52525000000001
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackStatsRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 23.559
verified: no, type: map_at_10
value: 29.023
verified: no, type: map_at_100
value: 29.818
verified: no, type: map_at_1000
value: 29.909000000000002
verified: no, type: map_at_3
value: 27.037
verified: no, type: map_at_5
value: 28.225
verified: no, type: mrr_at_1
value: 26.994
verified: no, type: mrr_at_10
value: 31.962000000000003
verified: no, type: mrr_at_100
value: 32.726
verified: no, type: mrr_at_1000
value: 32.800000000000004
verified: no, type: mrr_at_3
value: 30.266
verified: no, type: mrr_at_5
value: 31.208999999999996
verified: no, type: ndcg_at_1
value: 26.994
verified: no, type: ndcg_at_10
value: 32.53
verified: no, type: ndcg_at_100
value: 36.758
verified: no, type: ndcg_at_1000
value: 39.362
verified: no, type: ndcg_at_3
value: 28.985
verified: no, type: ndcg_at_5
value: 30.757
verified: no, type: precision_at_1
value: 26.994
verified: no, type: precision_at_10
value: 4.968999999999999
verified: no, type: precision_at_100
value: 0.759
verified: no, type: precision_at_1000
value: 0.106
verified: no, type: precision_at_3
value: 12.219
verified: no, type: precision_at_5
value: 8.527999999999999
verified: no, type: recall_at_1
value: 23.559
verified: no, type: recall_at_10
value: 40.585
verified: no, type: recall_at_100
value: 60.306000000000004
verified: no, type: recall_at_1000
value: 80.11
verified: no, type: recall_at_3
value: 30.794
verified: no, type: recall_at_5
value: 35.186
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackTexRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 16.384999999999998
verified: no, type: map_at_10
value: 22.142
verified: no, type: map_at_100
value: 23.057
verified: no, type: map_at_1000
value: 23.177
verified: no, type: map_at_3
value: 20.29
verified: no, type: map_at_5
value: 21.332
verified: no, type: mrr_at_1
value: 19.89
verified: no, type: mrr_at_10
value: 25.771
verified: no, type: mrr_at_100
value: 26.599
verified: no, type: mrr_at_1000
value: 26.680999999999997
verified: no, type: mrr_at_3
value: 23.962
verified: no, type: mrr_at_5
value: 24.934
verified: no, type: ndcg_at_1
value: 19.89
verified: no, type: ndcg_at_10
value: 25.97
verified: no, type: ndcg_at_100
value: 30.605
verified: no, type: ndcg_at_1000
value: 33.619
verified: no, type: ndcg_at_3
value: 22.704
verified: no, type: ndcg_at_5
value: 24.199
verified: no, type: precision_at_1
value: 19.89
verified: no, type: precision_at_10
value: 4.553
verified: no, type: precision_at_100
value: 0.8049999999999999
verified: no, type: precision_at_1000
value: 0.122
verified: no, type: precision_at_3
value: 10.541
verified: no, type: precision_at_5
value: 7.46
verified: no, type: recall_at_1
value: 16.384999999999998
verified: no, type: recall_at_10
value: 34.001
verified: no, type: recall_at_100
value: 55.17100000000001
verified: no, type: recall_at_1000
value: 77.125
verified: no, type: recall_at_3
value: 24.618000000000002
verified: no, type: recall_at_5
value: 28.695999999999998
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackUnixRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 23.726
verified: no, type: map_at_10
value: 31.227
verified: no, type: map_at_100
value: 32.311
verified: no, type: map_at_1000
value: 32.419
verified: no, type: map_at_3
value: 28.765
verified: no, type: map_at_5
value: 30.229
verified: no, type: mrr_at_1
value: 27.705000000000002
verified: no, type: mrr_at_10
value: 35.085
verified: no, type: mrr_at_100
value: 35.931000000000004
verified: no, type: mrr_at_1000
value: 36
verified: no, type: mrr_at_3
value: 32.603
verified: no, type: mrr_at_5
value: 34.117999999999995
verified: no, type: ndcg_at_1
value: 27.705000000000002
verified: no, type: ndcg_at_10
value: 35.968
verified: no, type: ndcg_at_100
value: 41.197
verified: no, type: ndcg_at_1000
value: 43.76
verified: no, type: ndcg_at_3
value: 31.304
verified: no, type: ndcg_at_5
value: 33.661
verified: no, type: precision_at_1
value: 27.705000000000002
verified: no, type: precision_at_10
value: 5.942
verified: no, type: precision_at_100
value: 0.964
verified: no, type: precision_at_1000
value: 0.13
verified: no, type: precision_at_3
value: 13.868
verified: no, type: precision_at_5
value: 9.944
verified: no, type: recall_at_1
value: 23.726
verified: no, type: recall_at_10
value: 46.786
verified: no, type: recall_at_100
value: 70.072
verified: no, type: recall_at_1000
value: 88.2
verified: no, type: recall_at_3
value: 33.981
verified: no, type: recall_at_5
value: 39.893
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackWebmastersRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 23.344
verified: no, type: map_at_10
value: 31.636999999999997
verified: no, type: map_at_100
value: 33.065
verified: no, type: map_at_1000
value: 33.300000000000004
verified: no, type: map_at_3
value: 29.351
verified: no, type: map_at_5
value: 30.432
verified: no, type: mrr_at_1
value: 27.866000000000003
verified: no, type: mrr_at_10
value: 35.587
verified: no, type: mrr_at_100
value: 36.52
verified: no, type: mrr_at_1000
value: 36.597
verified: no, type: mrr_at_3
value: 33.696
verified: no, type: mrr_at_5
value: 34.713
verified: no, type: ndcg_at_1
value: 27.866000000000003
verified: no, type: ndcg_at_10
value: 36.61
verified: no, type: ndcg_at_100
value: 41.88
verified: no, type: ndcg_at_1000
value: 45.105000000000004
verified: no, type: ndcg_at_3
value: 33.038000000000004
verified: no, type: ndcg_at_5
value: 34.331
verified: no, type: precision_at_1
value: 27.866000000000003
verified: no, type: precision_at_10
value: 6.917
verified: no, type: precision_at_100
value: 1.3599999999999999
verified: no, type: precision_at_1000
value: 0.233
verified: no, type: precision_at_3
value: 15.547
verified: no, type: precision_at_5
value: 10.791
verified: no, type: recall_at_1
value: 23.344
verified: no, type: recall_at_10
value: 45.782000000000004
verified: no, type: recall_at_100
value: 69.503
verified: no, type: recall_at_1000
value: 90.742
verified: no, type: recall_at_3
value: 35.160000000000004
verified: no, type: recall_at_5
value: 39.058
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackWordpressRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 20.776
verified: no, type: map_at_10
value: 27.285999999999998
verified: no, type: map_at_100
value: 28.235
verified: no, type: map_at_1000
value: 28.337
verified: no, type: map_at_3
value: 25.147000000000002
verified: no, type: map_at_5
value: 26.401999999999997
verified: no, type: mrr_at_1
value: 22.921
verified: no, type: mrr_at_10
value: 29.409999999999997
verified: no, type: mrr_at_100
value: 30.275000000000002
verified: no, type: mrr_at_1000
value: 30.354999999999997
verified: no, type: mrr_at_3
value: 27.418
verified: no, type: mrr_at_5
value: 28.592000000000002
verified: no, type: ndcg_at_1
value: 22.921
verified: no, type: ndcg_at_10
value: 31.239
verified: no, type: ndcg_at_100
value: 35.965
verified: no, type: ndcg_at_1000
value: 38.602
verified: no, type: ndcg_at_3
value: 27.174
verified: no, type: ndcg_at_5
value: 29.229
verified: no, type: precision_at_1
value: 22.921
verified: no, type: precision_at_10
value: 4.806
verified: no, type: precision_at_100
value: 0.776
verified: no, type: precision_at_1000
value: 0.11
verified: no, type: precision_at_3
value: 11.459999999999999
verified: no, type: precision_at_5
value: 8.022
verified: no, type: recall_at_1
value: 20.776
verified: no, type: recall_at_10
value: 41.294
verified: no, type: recall_at_100
value: 63.111
verified: no, type: recall_at_1000
value: 82.88600000000001
verified: no, type: recall_at_3
value: 30.403000000000002
verified: no, type: recall_at_5
value: 35.455999999999996
verified: no, task: type: Retrieval
dataset: type: climate-fever
name: MTEB ClimateFEVER
config: default
split: test
revision: None
metrics: type: map_at_1
value: 9.376
verified: no, type: map_at_10
value: 15.926000000000002
verified: no, type: map_at_100
value: 17.585
verified: no, type: map_at_1000
value: 17.776
verified: no, type: map_at_3
value: 13.014000000000001
verified: no, type: map_at_5
value: 14.417
verified: no, type: mrr_at_1
value: 20.195
verified: no, type: mrr_at_10
value: 29.95
verified: no, type: mrr_at_100
value: 31.052000000000003
verified: no, type: mrr_at_1000
value: 31.108000000000004
verified: no, type: mrr_at_3
value: 26.667
verified: no, type: mrr_at_5
value: 28.458
verified: no, type: ndcg_at_1
value: 20.195
verified: no, type: ndcg_at_10
value: 22.871
verified: no, type: ndcg_at_100
value: 29.921999999999997
verified: no, type: ndcg_at_1000
value: 33.672999999999995
verified: no, type: ndcg_at_3
value: 17.782999999999998
verified: no, type: ndcg_at_5
value: 19.544
verified: no, type: precision_at_1
value: 20.195
verified: no, type: precision_at_10
value: 7.394
verified: no, type: precision_at_100
value: 1.493
verified: no, type: precision_at_1000
value: 0.218
verified: no, type: precision_at_3
value: 13.073
verified: no, type: precision_at_5
value: 10.436
verified: no, type: recall_at_1
value: 9.376
verified: no, type: recall_at_10
value: 28.544999999999998
verified: no, type: recall_at_100
value: 53.147999999999996
verified: no, type: recall_at_1000
value: 74.62
verified: no, type: recall_at_3
value: 16.464000000000002
verified: no, type: recall_at_5
value: 21.004
verified: no, task: type: Retrieval
dataset: type: dbpedia-entity
name: MTEB DBPedia
config: default
split: test
revision: None
metrics: type: map_at_1
value: 8.415000000000001
verified: no, type: map_at_10
value: 18.738
verified: no, type: map_at_100
value: 27.291999999999998
verified: no, type: map_at_1000
value: 28.992
verified: no, type: map_at_3
value: 13.196
verified: no, type: map_at_5
value: 15.539
verified: no, type: mrr_at_1
value: 66.5
verified: no, type: mrr_at_10
value: 74.518
verified: no, type: mrr_at_100
value: 74.86
verified: no, type: mrr_at_1000
value: 74.87
verified: no, type: mrr_at_3
value: 72.375
verified: no, type: mrr_at_5
value: 73.86200000000001
verified: no, type: ndcg_at_1
value: 54.37499999999999
verified: no, type: ndcg_at_10
value: 41.317
verified: no, type: ndcg_at_100
value: 45.845
verified: no, type: ndcg_at_1000
value: 52.92
verified: no, type: ndcg_at_3
value: 44.983000000000004
verified: no, type: ndcg_at_5
value: 42.989
verified: no, type: precision_at_1
value: 66.5
verified: no, type: precision_at_10
value: 33.6
verified: no, type: precision_at_100
value: 10.972999999999999
verified: no, type: precision_at_1000
value: 2.214
verified: no, type: precision_at_3
value: 48.583
verified: no, type: precision_at_5
value: 42.15
verified: no, type: recall_at_1
value: 8.415000000000001
verified: no, type: recall_at_10
value: 24.953
verified: no, type: recall_at_100
value: 52.48199999999999
verified: no, type: recall_at_1000
value: 75.093
verified: no, type: recall_at_3
value: 14.341000000000001
verified: no, type: recall_at_5
value: 18.468
verified: no, task: type: Classification
dataset: type: mteb/emotion
name: MTEB EmotionClassification
config: default
split: test
revision: 4f58c6b202a23cf9a4da393831edf4f9183cad37
metrics: type: accuracy
value: 47.06499999999999
verified: no, type: f1
value: 41.439327599975385
verified: no, task: type: Retrieval
dataset: type: fever
name: MTEB FEVER
config: default
split: test
revision: None
metrics: type: map_at_1
value: 66.02
verified: no, type: map_at_10
value: 76.68599999999999
verified: no, type: map_at_100
value: 76.959
verified: no, type: map_at_1000
value: 76.972
verified: no, type: map_at_3
value: 75.024
verified: no, type: map_at_5
value: 76.153
verified: no, type: mrr_at_1
value: 71.197
verified: no, type: mrr_at_10
value: 81.105
verified: no, type: mrr_at_100
value: 81.232
verified: no, type: mrr_at_1000
value: 81.233
verified: no, type: mrr_at_3
value: 79.758
verified: no, type: mrr_at_5
value: 80.69
verified: no, type: ndcg_at_1
value: 71.197
verified: no, type: ndcg_at_10
value: 81.644
verified: no, type: ndcg_at_100
value: 82.645
verified: no, type: ndcg_at_1000
value: 82.879
verified: no, type: ndcg_at_3
value: 78.792
verified: no, type: ndcg_at_5
value: 80.528
verified: no, type: precision_at_1
value: 71.197
verified: no, type: precision_at_10
value: 10.206999999999999
verified: no, type: precision_at_100
value: 1.093
verified: no, type: precision_at_1000
value: 0.11299999999999999
verified: no, type: precision_at_3
value: 30.868000000000002
verified: no, type: precision_at_5
value: 19.559
verified: no, type: recall_at_1
value: 66.02
verified: no, type: recall_at_10
value: 92.50699999999999
verified: no, type: recall_at_100
value: 96.497
verified: no, type: recall_at_1000
value: 97.956
verified: no, type: recall_at_3
value: 84.866
verified: no, type: recall_at_5
value: 89.16199999999999
verified: no, task: type: Retrieval
dataset: type: fiqa
name: MTEB FiQA2018
config: default
split: test
revision: None
metrics: type: map_at_1
value: 17.948
verified: no, type: map_at_10
value: 29.833
verified: no, type: map_at_100
value: 31.487
verified: no, type: map_at_1000
value: 31.674000000000003
verified: no, type: map_at_3
value: 26.029999999999998
verified: no, type: map_at_5
value: 28.038999999999998
verified: no, type: mrr_at_1
value: 34.721999999999994
verified: no, type: mrr_at_10
value: 44.214999999999996
verified: no, type: mrr_at_100
value: 44.994
verified: no, type: mrr_at_1000
value: 45.051
verified: no, type: mrr_at_3
value: 41.667
verified: no, type: mrr_at_5
value: 43.032
verified: no, type: ndcg_at_1
value: 34.721999999999994
verified: no, type: ndcg_at_10
value: 37.434
verified: no, type: ndcg_at_100
value: 43.702000000000005
verified: no, type: ndcg_at_1000
value: 46.993
verified: no, type: ndcg_at_3
value: 33.56
verified: no, type: ndcg_at_5
value: 34.687
verified: no, type: precision_at_1
value: 34.721999999999994
verified: no, type: precision_at_10
value: 10.401
verified: no, type: precision_at_100
value: 1.7049999999999998
verified: no, type: precision_at_1000
value: 0.22799999999999998
verified: no, type: precision_at_3
value: 22.531000000000002
verified: no, type: precision_at_5
value: 16.42
verified: no, type: recall_at_1
value: 17.948
verified: no, type: recall_at_10
value: 45.062999999999995
verified: no, type: recall_at_100
value: 68.191
verified: no, type: recall_at_1000
value: 87.954
verified: no, type: recall_at_3
value: 31.112000000000002
verified: no, type: recall_at_5
value: 36.823
verified: no, task: type: Retrieval
dataset: type: hotpotqa
name: MTEB HotpotQA
config: default
split: test
revision: None
metrics: type: map_at_1
value: 36.644
verified: no, type: map_at_10
value: 57.658
verified: no, type: map_at_100
value: 58.562000000000005
verified: no, type: map_at_1000
value: 58.62500000000001
verified: no, type: map_at_3
value: 54.022999999999996
verified: no, type: map_at_5
value: 56.293000000000006
verified: no, type: mrr_at_1
value: 73.288
verified: no, type: mrr_at_10
value: 80.51700000000001
verified: no, type: mrr_at_100
value: 80.72
verified: no, type: mrr_at_1000
value: 80.728
verified: no, type: mrr_at_3
value: 79.33200000000001
verified: no, type: mrr_at_5
value: 80.085
verified: no, type: ndcg_at_1
value: 73.288
verified: no, type: ndcg_at_10
value: 66.61
verified: no, type: ndcg_at_100
value: 69.723
verified: no, type: ndcg_at_1000
value: 70.96000000000001
verified: no, type: ndcg_at_3
value: 61.358999999999995
verified: no, type: ndcg_at_5
value: 64.277
verified: no, type: precision_at_1
value: 73.288
verified: no, type: precision_at_10
value: 14.17
verified: no, type: precision_at_100
value: 1.659
verified: no, type: precision_at_1000
value: 0.182
verified: no, type: precision_at_3
value: 39.487
verified: no, type: precision_at_5
value: 25.999
verified: no, type: recall_at_1
value: 36.644
verified: no, type: recall_at_10
value: 70.851
verified: no, type: recall_at_100
value: 82.94399999999999
verified: no, type: recall_at_1000
value: 91.134
verified: no, type: recall_at_3
value: 59.230000000000004
verified: no, type: recall_at_5
value: 64.997
verified: no, task: type: Classification
dataset: type: mteb/imdb
name: MTEB ImdbClassification
config: default
split: test
revision: 3d86128a09e091d6018b6d26cad27f2739fc2db7
metrics: type: accuracy
value: 86.00280000000001
verified: no, type: ap
value: 80.46302061021223
verified: no, type: f1
value: 85.9592921596419
verified: no, task: type: Retrieval
dataset: type: msmarco
name: MTEB MSMARCO
config: default
split: dev
revision: None
metrics: type: map_at_1
value: 22.541
verified: no, type: map_at_10
value: 34.625
verified: no, type: map_at_100
value: 35.785
verified: no, type: map_at_1000
value: 35.831
verified: no, type: map_at_3
value: 30.823
verified: no, type: map_at_5
value: 32.967999999999996
verified: no, type: mrr_at_1
value: 23.180999999999997
verified: no, type: mrr_at_10
value: 35.207
verified: no, type: mrr_at_100
value: 36.315
verified: no, type: mrr_at_1000
value: 36.355
verified: no, type: mrr_at_3
value: 31.483
verified: no, type: mrr_at_5
value: 33.589999999999996
verified: no, type: ndcg_at_1
value: 23.195
verified: no, type: ndcg_at_10
value: 41.461
verified: no, type: ndcg_at_100
value: 47.032000000000004
verified: no, type: ndcg_at_1000
value: 48.199999999999996
verified: no, type: ndcg_at_3
value: 33.702
verified: no, type: ndcg_at_5
value: 37.522
verified: no, type: precision_at_1
value: 23.195
verified: no, type: precision_at_10
value: 6.526999999999999
verified: no, type: precision_at_100
value: 0.932
verified: no, type: precision_at_1000
value: 0.10300000000000001
verified: no, type: precision_at_3
value: 14.308000000000002
verified: no, type: precision_at_5
value: 10.507
verified: no, type: recall_at_1
value: 22.541
verified: no, type: recall_at_10
value: 62.524
verified: no, type: recall_at_100
value: 88.228
verified: no, type: recall_at_1000
value: 97.243
verified: no, type: recall_at_3
value: 41.38
verified: no, type: recall_at_5
value: 50.55
verified: no, task: type: Classification
dataset: type: mteb/mtop_domain
name: MTEB MTOPDomainClassification (en)
config: en
split: test
revision: d80d48c1eb48d3562165c59d59d0034df9fff0bf
metrics: type: accuracy
value: 92.69949840401279
verified: no, type: f1
value: 92.54141471311786
verified: no, task: type: Classification
dataset: type: mteb/mtop_intent
name: MTEB MTOPIntentClassification (en)
config: en
split: test
revision: ae001d0e6b1228650b7bd1c2c65fb50ad11a8aba
metrics: type: accuracy
value: 72.56041951664386
verified: no, type: f1
value: 55.88499977508287
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: 71.62071284465365
verified: no, type: f1
value: 69.36717546572152
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: 76.35843981170142
verified: no, type: f1
value: 76.15496453538884
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: 31.33664956793118
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: 27.883839621715524
verified: no, task: type: Reranking
dataset: type: mteb/mind_small
name: MTEB MindSmallReranking
config: default
split: test
revision: 3bdac13927fdc888b903db93b2ffdbd90b295a69
metrics: type: map
value: 30.096874986740758
verified: no, type: mrr
value: 30.97300481932132
verified: no, task: type: Retrieval
dataset: type: nfcorpus
name: MTEB NFCorpus
config: default
split: test
revision: None
metrics: type: map_at_1
value: 5.4
verified: no, type: map_at_10
value: 11.852
verified: no, type: map_at_100
value: 14.758
verified: no, type: map_at_1000
value: 16.134
verified: no, type: map_at_3
value: 8.558
verified: no, type: map_at_5
value: 10.087
verified: no, type: mrr_at_1
value: 44.272
verified: no, type: mrr_at_10
value: 52.05800000000001
verified: no, type: mrr_at_100
value: 52.689
verified: no, type: mrr_at_1000
value: 52.742999999999995
verified: no, type: mrr_at_3
value: 50.205999999999996
verified: no, type: mrr_at_5
value: 51.367
verified: no, type: ndcg_at_1
value: 42.57
verified: no, type: ndcg_at_10
value: 32.449
verified: no, type: ndcg_at_100
value: 29.596
verified: no, type: ndcg_at_1000
value: 38.351
verified: no, type: ndcg_at_3
value: 37.044
verified: no, type: ndcg_at_5
value: 35.275
verified: no, type: precision_at_1
value: 44.272
verified: no, type: precision_at_10
value: 23.87
verified: no, type: precision_at_100
value: 7.625
verified: no, type: precision_at_1000
value: 2.045
verified: no, type: precision_at_3
value: 34.365
verified: no, type: precision_at_5
value: 30.341
verified: no, type: recall_at_1
value: 5.4
verified: no, type: recall_at_10
value: 15.943999999999999
verified: no, type: recall_at_100
value: 29.805
verified: no, type: recall_at_1000
value: 61.695
verified: no, type: recall_at_3
value: 9.539
verified: no, type: recall_at_5
value: 12.127
verified: no, task: type: Retrieval
dataset: type: nq
name: MTEB NQ
config: default
split: test
revision: None
metrics: type: map_at_1
value: 36.047000000000004
verified: no, type: map_at_10
value: 51.6
verified: no, type: map_at_100
value: 52.449999999999996
verified: no, type: map_at_1000
value: 52.476
verified: no, type: map_at_3
value: 47.452
verified: no, type: map_at_5
value: 49.964
verified: no, type: mrr_at_1
value: 40.382
verified: no, type: mrr_at_10
value: 54.273
verified: no, type: mrr_at_100
value: 54.859
verified: no, type: mrr_at_1000
value: 54.876000000000005
verified: no, type: mrr_at_3
value: 51.014
verified: no, type: mrr_at_5
value: 52.983999999999995
verified: no, type: ndcg_at_1
value: 40.353
verified: no, type: ndcg_at_10
value: 59.11300000000001
verified: no, type: ndcg_at_100
value: 62.604000000000006
verified: no, type: ndcg_at_1000
value: 63.187000000000005
verified: no, type: ndcg_at_3
value: 51.513
verified: no, type: ndcg_at_5
value: 55.576
verified: no, type: precision_at_1
value: 40.353
verified: no, type: precision_at_10
value: 9.418
verified: no, type: precision_at_100
value: 1.1440000000000001
verified: no, type: precision_at_1000
value: 0.12
verified: no, type: precision_at_3
value: 23.078000000000003
verified: no, type: precision_at_5
value: 16.250999999999998
verified: no, type: recall_at_1
value: 36.047000000000004
verified: no, type: recall_at_10
value: 79.22200000000001
verified: no, type: recall_at_100
value: 94.23
verified: no, type: recall_at_1000
value: 98.51100000000001
verified: no, type: recall_at_3
value: 59.678
verified: no, type: recall_at_5
value: 68.967
verified: no, task: type: Retrieval
dataset: type: quora
name: MTEB QuoraRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 68.232
verified: no, type: map_at_10
value: 81.674
verified: no, type: map_at_100
value: 82.338
verified: no, type: map_at_1000
value: 82.36099999999999
verified: no, type: map_at_3
value: 78.833
verified: no, type: map_at_5
value: 80.58
verified: no, type: mrr_at_1
value: 78.64
verified: no, type: mrr_at_10
value: 85.164
verified: no, type: mrr_at_100
value: 85.317
verified: no, type: mrr_at_1000
value: 85.319
verified: no, type: mrr_at_3
value: 84.127
verified: no, type: mrr_at_5
value: 84.789
verified: no, type: ndcg_at_1
value: 78.63
verified: no, type: ndcg_at_10
value: 85.711
verified: no, type: ndcg_at_100
value: 87.238
verified: no, type: ndcg_at_1000
value: 87.444
verified: no, type: ndcg_at_3
value: 82.788
verified: no, type: ndcg_at_5
value: 84.313
verified: no, type: precision_at_1
value: 78.63
verified: no, type: precision_at_10
value: 12.977
verified: no, type: precision_at_100
value: 1.503
verified: no, type: precision_at_1000
value: 0.156
verified: no, type: precision_at_3
value: 36.113
verified: no, type: precision_at_5
value: 23.71
verified: no, type: recall_at_1
value: 68.232
verified: no, type: recall_at_10
value: 93.30199999999999
verified: no, type: recall_at_100
value: 98.799
verified: no, type: recall_at_1000
value: 99.885
verified: no, type: recall_at_3
value: 84.827
verified: no, type: recall_at_5
value: 89.188
verified: no, task: type: Clustering
dataset: type: mteb/reddit-clustering
name: MTEB RedditClustering
config: default
split: test
revision: 24640382cdbf8abc73003fb0fa6d111a705499eb
metrics: type: v_measure
value: 45.71879170816294
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: 59.65866311751794
verified: no, task: type: Retrieval
dataset: type: scidocs
name: MTEB SCIDOCS
config: default
split: test
revision: None
metrics: type: map_at_1
value: 4.218
verified: no, type: map_at_10
value: 10.337
verified: no, type: map_at_100
value: 12.131
verified: no, type: map_at_1000
value: 12.411
verified: no, type: map_at_3
value: 7.4270000000000005
verified: no, type: map_at_5
value: 8.913
verified: no, type: mrr_at_1
value: 20.8
verified: no, type: mrr_at_10
value: 30.868000000000002
verified: no, type: mrr_at_100
value: 31.903
verified: no, type: mrr_at_1000
value: 31.972
verified: no, type: mrr_at_3
value: 27.367
verified: no, type: mrr_at_5
value: 29.372
verified: no, type: ndcg_at_1
value: 20.8
verified: no, type: ndcg_at_10
value: 17.765
verified: no, type: ndcg_at_100
value: 24.914
verified: no, type: ndcg_at_1000
value: 30.206
verified: no, type: ndcg_at_3
value: 16.64
verified: no, type: ndcg_at_5
value: 14.712
verified: no, type: precision_at_1
value: 20.8
verified: no, type: precision_at_10
value: 9.24
verified: no, type: precision_at_100
value: 1.9560000000000002
verified: no, type: precision_at_1000
value: 0.32299999999999995
verified: no, type: precision_at_3
value: 15.467
verified: no, type: precision_at_5
value: 12.94
verified: no, type: recall_at_1
value: 4.218
verified: no, type: recall_at_10
value: 18.752
verified: no, type: recall_at_100
value: 39.7
verified: no, type: recall_at_1000
value: 65.57300000000001
verified: no, type: recall_at_3
value: 9.428
verified: no, type: recall_at_5
value: 13.133000000000001
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: 83.04338850207233
verified: no, type: cos_sim_spearman
value: 78.5054651430423
verified: no, type: euclidean_pearson
value: 80.30739451228612
verified: no, type: euclidean_spearman
value: 78.48377464299097
verified: no, type: manhattan_pearson
value: 80.40795049052781
verified: no, type: manhattan_spearman
value: 78.49506205443114
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: 84.11596224442962
verified: no, type: cos_sim_spearman
value: 76.20997388935461
verified: no, type: euclidean_pearson
value: 80.56858451349109
verified: no, type: euclidean_spearman
value: 75.92659183871186
verified: no, type: manhattan_pearson
value: 80.60246102203844
verified: no, type: manhattan_spearman
value: 76.03018971432664
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: 81.34691640755737
verified: no, type: cos_sim_spearman
value: 82.4018369631579
verified: no, type: euclidean_pearson
value: 81.87673092245366
verified: no, type: euclidean_spearman
value: 82.3671489960678
verified: no, type: manhattan_pearson
value: 81.88222387719948
verified: no, type: manhattan_spearman
value: 82.3816590344736
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: 81.2836092579524
verified: no, type: cos_sim_spearman
value: 78.99982781772064
verified: no, type: euclidean_pearson
value: 80.5184271010527
verified: no, type: euclidean_spearman
value: 78.89777392101904
verified: no, type: manhattan_pearson
value: 80.53585705018664
verified: no, type: manhattan_spearman
value: 78.92898405472994
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: 86.7349907750784
verified: no, type: cos_sim_spearman
value: 87.7611234446225
verified: no, type: euclidean_pearson
value: 86.98759326731624
verified: no, type: euclidean_spearman
value: 87.58321319424618
verified: no, type: manhattan_pearson
value: 87.03483090370842
verified: no, type: manhattan_spearman
value: 87.63278333060288
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: 81.75873694924825
verified: no, type: cos_sim_spearman
value: 83.80237999094724
verified: no, type: euclidean_pearson
value: 83.55023725861537
verified: no, type: euclidean_spearman
value: 84.12744338577744
verified: no, type: manhattan_pearson
value: 83.58816983036232
verified: no, type: manhattan_spearman
value: 84.18520748676501
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: 87.21630882940174
verified: no, type: cos_sim_spearman
value: 87.72382883437031
verified: no, type: euclidean_pearson
value: 88.69933350930333
verified: no, type: euclidean_spearman
value: 88.24660814383081
verified: no, type: manhattan_pearson
value: 88.77331018833499
verified: no, type: manhattan_spearman
value: 88.26109989380632
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: 61.11854063060489
verified: no, type: cos_sim_spearman
value: 63.14678634195072
verified: no, type: euclidean_pearson
value: 61.679090067000864
verified: no, type: euclidean_spearman
value: 62.28876589509653
verified: no, type: manhattan_pearson
value: 62.082324165511004
verified: no, type: manhattan_spearman
value: 62.56030932816679
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: 84.00319882832645
verified: no, type: cos_sim_spearman
value: 85.94529772647257
verified: no, type: euclidean_pearson
value: 85.6661390122756
verified: no, type: euclidean_spearman
value: 85.97747815545827
verified: no, type: manhattan_pearson
value: 85.58422770541893
verified: no, type: manhattan_spearman
value: 85.9237139181532
verified: no, task: type: Reranking
dataset: type: mteb/scidocs-reranking
name: MTEB SciDocsRR
config: default
split: test
revision: d3c5e1fc0b855ab6097bf1cda04dd73947d7caab
metrics: type: map
value: 79.16198731863916
verified: no, type: mrr
value: 94.25202702163487
verified: no, task: type: Retrieval
dataset: type: scifact
name: MTEB SciFact
config: default
split: test
revision: None
metrics: type: map_at_1
value: 54.761
verified: no, type: map_at_10
value: 64.396
verified: no, type: map_at_100
value: 65.07
verified: no, type: map_at_1000
value: 65.09899999999999
verified: no, type: map_at_3
value: 61.846000000000004
verified: no, type: map_at_5
value: 63.284
verified: no, type: mrr_at_1
value: 57.667
verified: no, type: mrr_at_10
value: 65.83099999999999
verified: no, type: mrr_at_100
value: 66.36800000000001
verified: no, type: mrr_at_1000
value: 66.39399999999999
verified: no, type: mrr_at_3
value: 64.056
verified: no, type: mrr_at_5
value: 65.206
verified: no, type: ndcg_at_1
value: 57.667
verified: no, type: ndcg_at_10
value: 68.854
verified: no, type: ndcg_at_100
value: 71.59100000000001
verified: no, type: ndcg_at_1000
value: 72.383
verified: no, type: ndcg_at_3
value: 64.671
verified: no, type: ndcg_at_5
value: 66.796
verified: no, type: precision_at_1
value: 57.667
verified: no, type: precision_at_10
value: 9.167
verified: no, type: precision_at_100
value: 1.053
verified: no, type: precision_at_1000
value: 0.11199999999999999
verified: no, type: precision_at_3
value: 25.444
verified: no, type: precision_at_5
value: 16.667
verified: no, type: recall_at_1
value: 54.761
verified: no, type: recall_at_10
value: 80.9
verified: no, type: recall_at_100
value: 92.767
verified: no, type: recall_at_1000
value: 99
verified: no, type: recall_at_3
value: 69.672
verified: no, type: recall_at_5
value: 75.083
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: 99.8079207920792
verified: no, type: cos_sim_ap
value: 94.88470927617445
verified: no, type: cos_sim_f1
value: 90.08179959100204
verified: no, type: cos_sim_precision
value: 92.15481171548117
verified: no, type: cos_sim_recall
value: 88.1
verified: no, type: dot_accuracy
value: 99.58613861386138
verified: no, type: dot_ap
value: 82.94822578881316
verified: no, type: dot_f1
value: 77.33333333333333
verified: no, type: dot_precision
value: 79.36842105263158
verified: no, type: dot_recall
value: 75.4
verified: no, type: euclidean_accuracy
value: 99.8069306930693
verified: no, type: euclidean_ap
value: 94.81367858031837
verified: no, type: euclidean_f1
value: 90.01009081735621
verified: no, type: euclidean_precision
value: 90.83503054989816
verified: no, type: euclidean_recall
value: 89.2
verified: no, type: manhattan_accuracy
value: 99.81188118811882
verified: no, type: manhattan_ap
value: 94.91405337220161
verified: no, type: manhattan_f1
value: 90.2763561924258
verified: no, type: manhattan_precision
value: 92.45283018867924
verified: no, type: manhattan_recall
value: 88.2
verified: no, type: max_accuracy
value: 99.81188118811882
verified: no, type: max_ap
value: 94.91405337220161
verified: no, type: max_f1
value: 90.2763561924258
verified: no, task: type: Clustering
dataset: type: mteb/stackexchange-clustering
name: MTEB StackExchangeClustering
config: default
split: test
revision: 6cbc1f7b2bc0622f2e39d2c77fa502909748c259
metrics: type: v_measure
value: 58.511599500053094
verified: no, task: type: Clustering
dataset: type: mteb/stackexchange-clustering-p2p
name: MTEB StackExchangeClusteringP2P
config: default
split: test
revision: 815ca46b2622cec33ccafc3735d572c266efdb44
metrics: type: v_measure
value: 31.984728147814707
verified: no, task: type: Reranking
dataset: type: mteb/stackoverflowdupquestions-reranking
name: MTEB StackOverflowDupQuestions
config: default
split: test
revision: e185fbe320c72810689fc5848eb6114e1ef5ec69
metrics: type: map
value: 49.93428193939015
verified: no, type: mrr
value: 50.916557911043206
verified: no, task: type: Summarization
dataset: type: mteb/summeval
name: MTEB SummEval
config: default
split: test
revision: cda12ad7615edc362dbf25a00fdd61d3b1eaf93c
metrics: type: cos_sim_pearson
value: 31.562500894537145
verified: no, type: cos_sim_spearman
value: 31.162587976726307
verified: no, type: dot_pearson
value: 22.633662187735762
verified: no, type: dot_spearman
value: 22.723000282378962
verified: no, task: type: Retrieval
dataset: type: trec-covid
name: MTEB TRECCOVID
config: default
split: test
revision: None
metrics: type: map_at_1
value: 0.219
verified: no, type: map_at_10
value: 1.871
verified: no, type: map_at_100
value: 10.487
verified: no, type: map_at_1000
value: 25.122
verified: no, type: map_at_3
value: 0.657
verified: no, type: map_at_5
value: 1.0699999999999998
verified: no, type: mrr_at_1
value: 84
verified: no, type: mrr_at_10
value: 89.567
verified: no, type: mrr_at_100
value: 89.748
verified: no, type: mrr_at_1000
value: 89.748
verified: no, type: mrr_at_3
value: 88.667
verified: no, type: mrr_at_5
value: 89.567
verified: no, type: ndcg_at_1
value: 80
verified: no, type: ndcg_at_10
value: 74.533
verified: no, type: ndcg_at_100
value: 55.839000000000006
verified: no, type: ndcg_at_1000
value: 49.748
verified: no, type: ndcg_at_3
value: 79.53099999999999
verified: no, type: ndcg_at_5
value: 78.245
verified: no, type: precision_at_1
value: 84
verified: no, type: precision_at_10
value: 78.4
verified: no, type: precision_at_100
value: 56.99999999999999
verified: no, type: precision_at_1000
value: 21.98
verified: no, type: precision_at_3
value: 85.333
verified: no, type: precision_at_5
value: 84.8
verified: no, type: recall_at_1
value: 0.219
verified: no, type: recall_at_10
value: 2.02
verified: no, type: recall_at_100
value: 13.555
verified: no, type: recall_at_1000
value: 46.739999999999995
verified: no, type: recall_at_3
value: 0.685
verified: no, type: recall_at_5
value: 1.13
verified: no, task: type: Retrieval
dataset: type: webis-touche2020
name: MTEB Touche2020
config: default
split: test
revision: None
metrics: type: map_at_1
value: 3.5029999999999997
verified: no, type: map_at_10
value: 11.042
verified: no, type: map_at_100
value: 16.326999999999998
verified: no, type: map_at_1000
value: 17.836
verified: no, type: map_at_3
value: 6.174
verified: no, type: map_at_5
value: 7.979
verified: no, type: mrr_at_1
value: 42.857
verified: no, type: mrr_at_10
value: 52.617000000000004
verified: no, type: mrr_at_100
value: 53.351000000000006
verified: no, type: mrr_at_1000
value: 53.351000000000006
verified: no, type: mrr_at_3
value: 46.939
verified: no, type: mrr_at_5
value: 50.714000000000006
verified: no, type: ndcg_at_1
value: 38.775999999999996
verified: no, type: ndcg_at_10
value: 27.125
verified: no, type: ndcg_at_100
value: 35.845
verified: no, type: ndcg_at_1000
value: 47.377
verified: no, type: ndcg_at_3
value: 29.633
verified: no, type: ndcg_at_5
value: 28.378999999999998
verified: no, type: precision_at_1
value: 42.857
verified: no, type: precision_at_10
value: 24.082
verified: no, type: precision_at_100
value: 6.877999999999999
verified: no, type: precision_at_1000
value: 1.463
verified: no, type: precision_at_3
value: 29.932
verified: no, type: precision_at_5
value: 28.571
verified: no, type: recall_at_1
value: 3.5029999999999997
verified: no, type: recall_at_10
value: 17.068
verified: no, type: recall_at_100
value: 43.361
verified: no, type: recall_at_1000
value: 78.835
verified: no, type: recall_at_3
value: 6.821000000000001
verified: no, type: recall_at_5
value: 10.357
verified: no, task: type: Classification
dataset: type: mteb/toxic_conversations_50k
name: MTEB ToxicConversationsClassification
config: default
split: test
revision: d7c0de2777da35d6aae2200a62c6e0e5af397c4c
metrics: type: accuracy
value: 71.0954
verified: no, type: ap
value: 14.216844153511959
verified: no, type: f1
value: 54.63687418565117
verified: no, task: type: Classification
dataset: type: mteb/tweet_sentiment_extraction
name: MTEB TweetSentimentExtractionClassification
config: default
split: test
revision: d604517c81ca91fe16a244d1248fc021f9ecee7a
metrics: type: accuracy
value: 61.46293152235427
verified: no, type: f1
value: 61.744177921638645
verified: no, task: type: Clustering
dataset: type: mteb/twentynewsgroups-clustering
name: MTEB TwentyNewsgroupsClustering
config: default
split: test
revision: 6125ec4e24fa026cec8a478383ee943acfbd5449
metrics: type: v_measure
value: 41.12708617788644
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: 85.75430649102938
verified: no, type: cos_sim_ap
value: 73.34252536948081
verified: no, type: cos_sim_f1
value: 67.53758935173774
verified: no, type: cos_sim_precision
value: 63.3672525439408
verified: no, type: cos_sim_recall
value: 72.29551451187335
verified: no, type: dot_accuracy
value: 81.71305954580676
verified: no, type: dot_ap
value: 59.5532209082386
verified: no, type: dot_f1
value: 56.18466898954705
verified: no, type: dot_precision
value: 47.830923248053395
verified: no, type: dot_recall
value: 68.07387862796834
verified: no, type: euclidean_accuracy
value: 85.81987244441795
verified: no, type: euclidean_ap
value: 73.34325409809446
verified: no, type: euclidean_f1
value: 67.83451360417443
verified: no, type: euclidean_precision
value: 64.09955388588871
verified: no, type: euclidean_recall
value: 72.0316622691293
verified: no, type: manhattan_accuracy
value: 85.68277999642368
verified: no, type: manhattan_ap
value: 73.1535450121903
verified: no, type: manhattan_f1
value: 67.928237896289
verified: no, type: manhattan_precision
value: 63.56945722171113
verified: no, type: manhattan_recall
value: 72.9287598944591
verified: no, type: max_accuracy
value: 85.81987244441795
verified: no, type: max_ap
value: 73.34325409809446
verified: no, type: max_f1
value: 67.928237896289
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: 88.90441262079403
verified: no, type: cos_sim_ap
value: 85.79331880741438
verified: no, type: cos_sim_f1
value: 78.31563529842548
verified: no, type: cos_sim_precision
value: 74.6683424102779
verified: no, type: cos_sim_recall
value: 82.33754234678165
verified: no, type: dot_accuracy
value: 84.89928978926534
verified: no, type: dot_ap
value: 75.25819218316
verified: no, type: dot_f1
value: 69.88730119720536
verified: no, type: dot_precision
value: 64.23362374959665
verified: no, type: dot_recall
value: 76.63227594702803
verified: no, type: euclidean_accuracy
value: 89.01695967710637
verified: no, type: euclidean_ap
value: 85.98986606038852
verified: no, type: euclidean_f1
value: 78.5277880014722
verified: no, type: euclidean_precision
value: 75.22211253701876
verified: no, type: euclidean_recall
value: 82.13735756082538
verified: no, type: manhattan_accuracy
value: 88.99561454573679
verified: no, type: manhattan_ap
value: 85.92262421793953
verified: no, type: manhattan_f1
value: 78.38866094740769
verified: no, type: manhattan_precision
value: 76.02373028505282
verified: no, type: manhattan_recall
value: 80.9054511857099
verified: no, type: max_accuracy
value: 89.01695967710637
verified: no, type: max_ap
value: 85.98986606038852
verified: no, type: max_f1
value: 78.5277880014722
verified: no
language: en
license: mit
Likes: 3 | All-time downloads: 856
Created: 2023-06-15 19:29:43