Model: avsolatorio/MixEmbed-base-20240113172018-best
Author: avsolatorio
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, safetensors, bert, feature-extraction, sentence-similarity, transformers, mteb, model-index, text-embeddings-inference, endpoints_compatible, region:us
Card metadata: pipeline_tag: sentence-similarity
tags: sentence-transformers, feature-extraction, sentence-similarity, transformers, mteb
model-index: name: bge_micro
results: task: type: Classification
dataset: type: mteb/amazon_counterfactual
name: MTEB AmazonCounterfactualClassification (en)
config: en
split: test
revision: e8379541af4e31359cca9fbcf4b00f2671dba205
metrics: type: accuracy
value: 66.26865671641792
verified: no, type: ap
value: 28.174006539079688
verified: no, type: f1
value: 59.724963358211035
verified: no, task: type: Classification
dataset: type: mteb/amazon_polarity
name: MTEB AmazonPolarityClassification
config: default
split: test
revision: e2d317d38cd51312af73b3d32a06d1a08b442046
metrics: type: accuracy
value: 75.3691
verified: no, type: ap
value: 69.64182876373573
verified: no, type: f1
value: 75.2906345000088
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: 35.806
verified: no, type: f1
value: 35.506516495961904
verified: no, task: type: Retrieval
dataset: type: arguana
name: MTEB ArguAna
config: default
split: test
revision: None
metrics: type: map_at_1
value: 27.24
verified: no, type: map_at_10
value: 42.832
verified: no, type: map_at_100
value: 43.797000000000004
verified: no, type: map_at_1000
value: 43.804
verified: no, type: map_at_3
value: 38.134
verified: no, type: map_at_5
value: 40.744
verified: no, type: mrr_at_1
value: 27.951999999999998
verified: no, type: mrr_at_10
value: 43.111
verified: no, type: mrr_at_100
value: 44.083
verified: no, type: mrr_at_1000
value: 44.09
verified: no, type: mrr_at_3
value: 38.431
verified: no, type: mrr_at_5
value: 41.019
verified: no, type: ndcg_at_1
value: 27.24
verified: no, type: ndcg_at_10
value: 51.513
verified: no, type: ndcg_at_100
value: 55.762
verified: no, type: ndcg_at_1000
value: 55.938
verified: no, type: ndcg_at_3
value: 41.743
verified: no, type: ndcg_at_5
value: 46.454
verified: no, type: precision_at_1
value: 27.24
verified: no, type: precision_at_10
value: 7.93
verified: no, type: precision_at_100
value: 0.9820000000000001
verified: no, type: precision_at_1000
value: 0.1
verified: no, type: precision_at_3
value: 17.402
verified: no, type: precision_at_5
value: 12.731
verified: no, type: recall_at_1
value: 27.24
verified: no, type: recall_at_10
value: 79.303
verified: no, type: recall_at_100
value: 98.151
verified: no, type: recall_at_1000
value: 99.502
verified: no, type: recall_at_3
value: 52.205
verified: no, type: recall_at_5
value: 63.656
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: 44.59766397469585
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: 34.480143023109626
verified: no, task: type: Reranking
dataset: type: mteb/askubuntudupquestions-reranking
name: MTEB AskUbuntuDupQuestions
config: default
split: test
revision: 2000358ca161889fa9c082cb41daa8dcfb161a54
metrics: type: map
value: 58.09326229984527
verified: no, type: mrr
value: 72.18429846546191
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: 85.47582391622187
verified: no, type: cos_sim_spearman
value: 83.41635852964214
verified: no, type: euclidean_pearson
value: 84.21969728559216
verified: no, type: euclidean_spearman
value: 83.46575724558684
verified: no, type: manhattan_pearson
value: 83.83107014910223
verified: no, type: manhattan_spearman
value: 83.13321954800792
verified: no, task: type: Classification
dataset: type: mteb/banking77
name: MTEB Banking77Classification
config: default
split: test
revision: 0fd18e25b25c072e09e0d92ab615fda904d66300
metrics: type: accuracy
value: 80.58116883116882
verified: no, type: f1
value: 80.53335622619781
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: 37.13458676004344
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: 29.720429607514898
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackAndroidRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 26.051000000000002
verified: no, type: map_at_10
value: 36.291000000000004
verified: no, type: map_at_100
value: 37.632
verified: no, type: map_at_1000
value: 37.772
verified: no, type: map_at_3
value: 33.288000000000004
verified: no, type: map_at_5
value: 35.035
verified: no, type: mrr_at_1
value: 33.333
verified: no, type: mrr_at_10
value: 42.642
verified: no, type: mrr_at_100
value: 43.401
verified: no, type: mrr_at_1000
value: 43.463
verified: no, type: mrr_at_3
value: 40.272000000000006
verified: no, type: mrr_at_5
value: 41.753
verified: no, type: ndcg_at_1
value: 33.333
verified: no, type: ndcg_at_10
value: 42.291000000000004
verified: no, type: ndcg_at_100
value: 47.602
verified: no, type: ndcg_at_1000
value: 50.109
verified: no, type: ndcg_at_3
value: 38.033
verified: no, type: ndcg_at_5
value: 40.052
verified: no, type: precision_at_1
value: 33.333
verified: no, type: precision_at_10
value: 8.254999999999999
verified: no, type: precision_at_100
value: 1.353
verified: no, type: precision_at_1000
value: 0.185
verified: no, type: precision_at_3
value: 18.884
verified: no, type: precision_at_5
value: 13.447999999999999
verified: no, type: recall_at_1
value: 26.051000000000002
verified: no, type: recall_at_10
value: 53.107000000000006
verified: no, type: recall_at_100
value: 76.22
verified: no, type: recall_at_1000
value: 92.92399999999999
verified: no, type: recall_at_3
value: 40.073
verified: no, type: recall_at_5
value: 46.327
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackEnglishRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 19.698999999999998
verified: no, type: map_at_10
value: 26.186
verified: no, type: map_at_100
value: 27.133000000000003
verified: no, type: map_at_1000
value: 27.256999999999998
verified: no, type: map_at_3
value: 24.264
verified: no, type: map_at_5
value: 25.307000000000002
verified: no, type: mrr_at_1
value: 24.712999999999997
verified: no, type: mrr_at_10
value: 30.703999999999997
verified: no, type: mrr_at_100
value: 31.445
verified: no, type: mrr_at_1000
value: 31.517
verified: no, type: mrr_at_3
value: 28.992
verified: no, type: mrr_at_5
value: 29.963
verified: no, type: ndcg_at_1
value: 24.712999999999997
verified: no, type: ndcg_at_10
value: 30.198000000000004
verified: no, type: ndcg_at_100
value: 34.412
verified: no, type: ndcg_at_1000
value: 37.174
verified: no, type: ndcg_at_3
value: 27.148
verified: no, type: ndcg_at_5
value: 28.464
verified: no, type: precision_at_1
value: 24.712999999999997
verified: no, type: precision_at_10
value: 5.489999999999999
verified: no, type: precision_at_100
value: 0.955
verified: no, type: precision_at_1000
value: 0.14400000000000002
verified: no, type: precision_at_3
value: 12.803
verified: no, type: precision_at_5
value: 8.981
verified: no, type: recall_at_1
value: 19.698999999999998
verified: no, type: recall_at_10
value: 37.595
verified: no, type: recall_at_100
value: 55.962
verified: no, type: recall_at_1000
value: 74.836
verified: no, type: recall_at_3
value: 28.538999999999998
verified: no, type: recall_at_5
value: 32.279
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackGamingRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 34.224
verified: no, type: map_at_10
value: 44.867000000000004
verified: no, type: map_at_100
value: 45.944
verified: no, type: map_at_1000
value: 46.013999999999996
verified: no, type: map_at_3
value: 42.009
verified: no, type: map_at_5
value: 43.684
verified: no, type: mrr_at_1
value: 39.436
verified: no, type: mrr_at_10
value: 48.301
verified: no, type: mrr_at_100
value: 49.055
verified: no, type: mrr_at_1000
value: 49.099
verified: no, type: mrr_at_3
value: 45.956
verified: no, type: mrr_at_5
value: 47.445
verified: no, type: ndcg_at_1
value: 39.436
verified: no, type: ndcg_at_10
value: 50.214000000000006
verified: no, type: ndcg_at_100
value: 54.63
verified: no, type: ndcg_at_1000
value: 56.165
verified: no, type: ndcg_at_3
value: 45.272
verified: no, type: ndcg_at_5
value: 47.826
verified: no, type: precision_at_1
value: 39.436
verified: no, type: precision_at_10
value: 8.037999999999998
verified: no, type: precision_at_100
value: 1.118
verified: no, type: precision_at_1000
value: 0.13
verified: no, type: precision_at_3
value: 20.125
verified: no, type: precision_at_5
value: 13.918
verified: no, type: recall_at_1
value: 34.224
verified: no, type: recall_at_10
value: 62.690999999999995
verified: no, type: recall_at_100
value: 81.951
verified: no, type: recall_at_1000
value: 92.93299999999999
verified: no, type: recall_at_3
value: 49.299
verified: no, type: recall_at_5
value: 55.533
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackGisRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 21.375
verified: no, type: map_at_10
value: 28.366000000000003
verified: no, type: map_at_100
value: 29.363
verified: no, type: map_at_1000
value: 29.458000000000002
verified: no, type: map_at_3
value: 26.247
verified: no, type: map_at_5
value: 27.439000000000004
verified: no, type: mrr_at_1
value: 22.938
verified: no, type: mrr_at_10
value: 30.072
verified: no, type: mrr_at_100
value: 30.993
verified: no, type: mrr_at_1000
value: 31.070999999999998
verified: no, type: mrr_at_3
value: 28.004
verified: no, type: mrr_at_5
value: 29.179
verified: no, type: ndcg_at_1
value: 22.938
verified: no, type: ndcg_at_10
value: 32.516
verified: no, type: ndcg_at_100
value: 37.641999999999996
verified: no, type: ndcg_at_1000
value: 40.150999999999996
verified: no, type: ndcg_at_3
value: 28.341
verified: no, type: ndcg_at_5
value: 30.394
verified: no, type: precision_at_1
value: 22.938
verified: no, type: precision_at_10
value: 5.028
verified: no, type: precision_at_100
value: 0.8
verified: no, type: precision_at_1000
value: 0.105
verified: no, type: precision_at_3
value: 12.052999999999999
verified: no, type: precision_at_5
value: 8.497
verified: no, type: recall_at_1
value: 21.375
verified: no, type: recall_at_10
value: 43.682
verified: no, type: recall_at_100
value: 67.619
verified: no, type: recall_at_1000
value: 86.64699999999999
verified: no, type: recall_at_3
value: 32.478
verified: no, type: recall_at_5
value: 37.347
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackMathematicaRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 14.95
verified: no, type: map_at_10
value: 21.417
verified: no, type: map_at_100
value: 22.525000000000002
verified: no, type: map_at_1000
value: 22.665
verified: no, type: map_at_3
value: 18.684
verified: no, type: map_at_5
value: 20.275000000000002
verified: no, type: mrr_at_1
value: 18.159
verified: no, type: mrr_at_10
value: 25.373
verified: no, type: mrr_at_100
value: 26.348
verified: no, type: mrr_at_1000
value: 26.432
verified: no, type: mrr_at_3
value: 22.698999999999998
verified: no, type: mrr_at_5
value: 24.254
verified: no, type: ndcg_at_1
value: 18.159
verified: no, type: ndcg_at_10
value: 26.043
verified: no, type: ndcg_at_100
value: 31.491999999999997
verified: no, type: ndcg_at_1000
value: 34.818
verified: no, type: ndcg_at_3
value: 21.05
verified: no, type: ndcg_at_5
value: 23.580000000000002
verified: no, type: precision_at_1
value: 18.159
verified: no, type: precision_at_10
value: 4.938
verified: no, type: precision_at_100
value: 0.872
verified: no, type: precision_at_1000
value: 0.129
verified: no, type: precision_at_3
value: 9.908999999999999
verified: no, type: precision_at_5
value: 7.611999999999999
verified: no, type: recall_at_1
value: 14.95
verified: no, type: recall_at_10
value: 36.285000000000004
verified: no, type: recall_at_100
value: 60.431999999999995
verified: no, type: recall_at_1000
value: 84.208
verified: no, type: recall_at_3
value: 23.006
verified: no, type: recall_at_5
value: 29.304999999999996
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackPhysicsRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 23.580000000000002
verified: no, type: map_at_10
value: 32.906
verified: no, type: map_at_100
value: 34.222
verified: no, type: map_at_1000
value: 34.346
verified: no, type: map_at_3
value: 29.891000000000002
verified: no, type: map_at_5
value: 31.679000000000002
verified: no, type: mrr_at_1
value: 28.778
verified: no, type: mrr_at_10
value: 37.783
verified: no, type: mrr_at_100
value: 38.746
verified: no, type: mrr_at_1000
value: 38.804
verified: no, type: mrr_at_3
value: 35.098
verified: no, type: mrr_at_5
value: 36.739
verified: no, type: ndcg_at_1
value: 28.778
verified: no, type: ndcg_at_10
value: 38.484
verified: no, type: ndcg_at_100
value: 44.322
verified: no, type: ndcg_at_1000
value: 46.772000000000006
verified: no, type: ndcg_at_3
value: 33.586
verified: no, type: ndcg_at_5
value: 36.098
verified: no, type: precision_at_1
value: 28.778
verified: no, type: precision_at_10
value: 7.151000000000001
verified: no, type: precision_at_100
value: 1.185
verified: no, type: precision_at_1000
value: 0.158
verified: no, type: precision_at_3
value: 16.105
verified: no, type: precision_at_5
value: 11.704
verified: no, type: recall_at_1
value: 23.580000000000002
verified: no, type: recall_at_10
value: 50.151999999999994
verified: no, type: recall_at_100
value: 75.114
verified: no, type: recall_at_1000
value: 91.467
verified: no, type: recall_at_3
value: 36.552
verified: no, type: recall_at_5
value: 43.014
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackProgrammersRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 20.669999999999998
verified: no, type: map_at_10
value: 28.687
verified: no, type: map_at_100
value: 30.061
verified: no, type: map_at_1000
value: 30.197000000000003
verified: no, type: map_at_3
value: 26.134
verified: no, type: map_at_5
value: 27.508
verified: no, type: mrr_at_1
value: 26.256
verified: no, type: mrr_at_10
value: 34.105999999999995
verified: no, type: mrr_at_100
value: 35.137
verified: no, type: mrr_at_1000
value: 35.214
verified: no, type: mrr_at_3
value: 31.791999999999998
verified: no, type: mrr_at_5
value: 33.145
verified: no, type: ndcg_at_1
value: 26.256
verified: no, type: ndcg_at_10
value: 33.68
verified: no, type: ndcg_at_100
value: 39.7
verified: no, type: ndcg_at_1000
value: 42.625
verified: no, type: ndcg_at_3
value: 29.457
verified: no, type: ndcg_at_5
value: 31.355
verified: no, type: precision_at_1
value: 26.256
verified: no, type: precision_at_10
value: 6.2330000000000005
verified: no, type: precision_at_100
value: 1.08
verified: no, type: precision_at_1000
value: 0.149
verified: no, type: precision_at_3
value: 14.193
verified: no, type: precision_at_5
value: 10.113999999999999
verified: no, type: recall_at_1
value: 20.669999999999998
verified: no, type: recall_at_10
value: 43.254999999999995
verified: no, type: recall_at_100
value: 69.118
verified: no, type: recall_at_1000
value: 89.408
verified: no, type: recall_at_3
value: 31.135
verified: no, type: recall_at_5
value: 36.574
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 21.488833333333336
verified: no, type: map_at_10
value: 29.025416666666665
verified: no, type: map_at_100
value: 30.141249999999992
verified: no, type: map_at_1000
value: 30.264083333333335
verified: no, type: map_at_3
value: 26.599333333333337
verified: no, type: map_at_5
value: 28.004666666666665
verified: no, type: mrr_at_1
value: 25.515
verified: no, type: mrr_at_10
value: 32.8235
verified: no, type: mrr_at_100
value: 33.69958333333333
verified: no, type: mrr_at_1000
value: 33.77191666666668
verified: no, type: mrr_at_3
value: 30.581000000000003
verified: no, type: mrr_at_5
value: 31.919666666666668
verified: no, type: ndcg_at_1
value: 25.515
verified: no, type: ndcg_at_10
value: 33.64241666666666
verified: no, type: ndcg_at_100
value: 38.75816666666667
verified: no, type: ndcg_at_1000
value: 41.472166666666666
verified: no, type: ndcg_at_3
value: 29.435083333333335
verified: no, type: ndcg_at_5
value: 31.519083333333338
verified: no, type: precision_at_1
value: 25.515
verified: no, type: precision_at_10
value: 5.89725
verified: no, type: precision_at_100
value: 0.9918333333333335
verified: no, type: precision_at_1000
value: 0.14075
verified: no, type: precision_at_3
value: 13.504000000000001
verified: no, type: precision_at_5
value: 9.6885
verified: no, type: recall_at_1
value: 21.488833333333336
verified: no, type: recall_at_10
value: 43.60808333333333
verified: no, type: recall_at_100
value: 66.5045
verified: no, type: recall_at_1000
value: 85.70024999999998
verified: no, type: recall_at_3
value: 31.922166666666662
verified: no, type: recall_at_5
value: 37.29758333333334
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackStatsRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 20.781
verified: no, type: map_at_10
value: 27.173000000000002
verified: no, type: map_at_100
value: 27.967
verified: no, type: map_at_1000
value: 28.061999999999998
verified: no, type: map_at_3
value: 24.973
verified: no, type: map_at_5
value: 26.279999999999998
verified: no, type: mrr_at_1
value: 23.773
verified: no, type: mrr_at_10
value: 29.849999999999998
verified: no, type: mrr_at_100
value: 30.595
verified: no, type: mrr_at_1000
value: 30.669
verified: no, type: mrr_at_3
value: 27.761000000000003
verified: no, type: mrr_at_5
value: 29.003
verified: no, type: ndcg_at_1
value: 23.773
verified: no, type: ndcg_at_10
value: 31.033
verified: no, type: ndcg_at_100
value: 35.174
verified: no, type: ndcg_at_1000
value: 37.72
verified: no, type: ndcg_at_3
value: 26.927
verified: no, type: ndcg_at_5
value: 29.047
verified: no, type: precision_at_1
value: 23.773
verified: no, type: precision_at_10
value: 4.8469999999999995
verified: no, type: precision_at_100
value: 0.75
verified: no, type: precision_at_1000
value: 0.104
verified: no, type: precision_at_3
value: 11.452
verified: no, type: precision_at_5
value: 8.129
verified: no, type: recall_at_1
value: 20.781
verified: no, type: recall_at_10
value: 40.463
verified: no, type: recall_at_100
value: 59.483
verified: no, type: recall_at_1000
value: 78.396
verified: no, type: recall_at_3
value: 29.241
verified: no, type: recall_at_5
value: 34.544000000000004
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackTexRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 15.074000000000002
verified: no, type: map_at_10
value: 20.757
verified: no, type: map_at_100
value: 21.72
verified: no, type: map_at_1000
value: 21.844
verified: no, type: map_at_3
value: 18.929000000000002
verified: no, type: map_at_5
value: 19.894000000000002
verified: no, type: mrr_at_1
value: 18.307000000000002
verified: no, type: mrr_at_10
value: 24.215
verified: no, type: mrr_at_100
value: 25.083
verified: no, type: mrr_at_1000
value: 25.168000000000003
verified: no, type: mrr_at_3
value: 22.316
verified: no, type: mrr_at_5
value: 23.36
verified: no, type: ndcg_at_1
value: 18.307000000000002
verified: no, type: ndcg_at_10
value: 24.651999999999997
verified: no, type: ndcg_at_100
value: 29.296
verified: no, type: ndcg_at_1000
value: 32.538
verified: no, type: ndcg_at_3
value: 21.243000000000002
verified: no, type: ndcg_at_5
value: 22.727
verified: no, type: precision_at_1
value: 18.307000000000002
verified: no, type: precision_at_10
value: 4.446
verified: no, type: precision_at_100
value: 0.792
verified: no, type: precision_at_1000
value: 0.124
verified: no, type: precision_at_3
value: 9.945
verified: no, type: precision_at_5
value: 7.123
verified: no, type: recall_at_1
value: 15.074000000000002
verified: no, type: recall_at_10
value: 33.031
verified: no, type: recall_at_100
value: 53.954
verified: no, type: recall_at_1000
value: 77.631
verified: no, type: recall_at_3
value: 23.253
verified: no, type: recall_at_5
value: 27.218999999999998
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackUnixRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 21.04
verified: no, type: map_at_10
value: 28.226000000000003
verified: no, type: map_at_100
value: 29.337999999999997
verified: no, type: map_at_1000
value: 29.448999999999998
verified: no, type: map_at_3
value: 25.759
verified: no, type: map_at_5
value: 27.226
verified: no, type: mrr_at_1
value: 24.067
verified: no, type: mrr_at_10
value: 31.646
verified: no, type: mrr_at_100
value: 32.592999999999996
verified: no, type: mrr_at_1000
value: 32.668
verified: no, type: mrr_at_3
value: 29.26
verified: no, type: mrr_at_5
value: 30.725
verified: no, type: ndcg_at_1
value: 24.067
verified: no, type: ndcg_at_10
value: 32.789
verified: no, type: ndcg_at_100
value: 38.253
verified: no, type: ndcg_at_1000
value: 40.961
verified: no, type: ndcg_at_3
value: 28.189999999999998
verified: no, type: ndcg_at_5
value: 30.557000000000002
verified: no, type: precision_at_1
value: 24.067
verified: no, type: precision_at_10
value: 5.532
verified: no, type: precision_at_100
value: 0.928
verified: no, type: precision_at_1000
value: 0.128
verified: no, type: precision_at_3
value: 12.5
verified: no, type: precision_at_5
value: 9.16
verified: no, type: recall_at_1
value: 21.04
verified: no, type: recall_at_10
value: 43.167
verified: no, type: recall_at_100
value: 67.569
verified: no, type: recall_at_1000
value: 86.817
verified: no, type: recall_at_3
value: 31.178
verified: no, type: recall_at_5
value: 36.730000000000004
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackWebmastersRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 21.439
verified: no, type: map_at_10
value: 28.531000000000002
verified: no, type: map_at_100
value: 29.953999999999997
verified: no, type: map_at_1000
value: 30.171
verified: no, type: map_at_3
value: 26.546999999999997
verified: no, type: map_at_5
value: 27.71
verified: no, type: mrr_at_1
value: 26.087
verified: no, type: mrr_at_10
value: 32.635
verified: no, type: mrr_at_100
value: 33.629999999999995
verified: no, type: mrr_at_1000
value: 33.71
verified: no, type: mrr_at_3
value: 30.731
verified: no, type: mrr_at_5
value: 31.807999999999996
verified: no, type: ndcg_at_1
value: 26.087
verified: no, type: ndcg_at_10
value: 32.975
verified: no, type: ndcg_at_100
value: 38.853
verified: no, type: ndcg_at_1000
value: 42.158
verified: no, type: ndcg_at_3
value: 29.894
verified: no, type: ndcg_at_5
value: 31.397000000000002
verified: no, type: precision_at_1
value: 26.087
verified: no, type: precision_at_10
value: 6.2059999999999995
verified: no, type: precision_at_100
value: 1.298
verified: no, type: precision_at_1000
value: 0.22200000000000003
verified: no, type: precision_at_3
value: 14.097000000000001
verified: no, type: precision_at_5
value: 9.959999999999999
verified: no, type: recall_at_1
value: 21.439
verified: no, type: recall_at_10
value: 40.519
verified: no, type: recall_at_100
value: 68.073
verified: no, type: recall_at_1000
value: 89.513
verified: no, type: recall_at_3
value: 31.513
verified: no, type: recall_at_5
value: 35.702
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackWordpressRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 18.983
verified: no, type: map_at_10
value: 24.898
verified: no, type: map_at_100
value: 25.836
verified: no, type: map_at_1000
value: 25.934
verified: no, type: map_at_3
value: 22.467000000000002
verified: no, type: map_at_5
value: 24.019
verified: no, type: mrr_at_1
value: 20.333000000000002
verified: no, type: mrr_at_10
value: 26.555
verified: no, type: mrr_at_100
value: 27.369
verified: no, type: mrr_at_1000
value: 27.448
verified: no, type: mrr_at_3
value: 24.091
verified: no, type: mrr_at_5
value: 25.662000000000003
verified: no, type: ndcg_at_1
value: 20.333000000000002
verified: no, type: ndcg_at_10
value: 28.834
verified: no, type: ndcg_at_100
value: 33.722
verified: no, type: ndcg_at_1000
value: 36.475
verified: no, type: ndcg_at_3
value: 24.08
verified: no, type: ndcg_at_5
value: 26.732
verified: no, type: precision_at_1
value: 20.333000000000002
verified: no, type: precision_at_10
value: 4.603
verified: no, type: precision_at_100
value: 0.771
verified: no, type: precision_at_1000
value: 0.11100000000000002
verified: no, type: precision_at_3
value: 9.982000000000001
verified: no, type: precision_at_5
value: 7.6160000000000005
verified: no, type: recall_at_1
value: 18.983
verified: no, type: recall_at_10
value: 39.35
verified: no, type: recall_at_100
value: 62.559
verified: no, type: recall_at_1000
value: 83.623
verified: no, type: recall_at_3
value: 26.799
verified: no, type: recall_at_5
value: 32.997
verified: no, task: type: Retrieval
dataset: type: climate-fever
name: MTEB ClimateFEVER
config: default
split: test
revision: None
metrics: type: map_at_1
value: 10.621
verified: no, type: map_at_10
value: 17.298
verified: no, type: map_at_100
value: 18.983
verified: no, type: map_at_1000
value: 19.182
verified: no, type: map_at_3
value: 14.552999999999999
verified: no, type: map_at_5
value: 15.912
verified: no, type: mrr_at_1
value: 23.453
verified: no, type: mrr_at_10
value: 33.932
verified: no, type: mrr_at_100
value: 34.891
verified: no, type: mrr_at_1000
value: 34.943000000000005
verified: no, type: mrr_at_3
value: 30.770999999999997
verified: no, type: mrr_at_5
value: 32.556000000000004
verified: no, type: ndcg_at_1
value: 23.453
verified: no, type: ndcg_at_10
value: 24.771
verified: no, type: ndcg_at_100
value: 31.738
verified: no, type: ndcg_at_1000
value: 35.419
verified: no, type: ndcg_at_3
value: 20.22
verified: no, type: ndcg_at_5
value: 21.698999999999998
verified: no, type: precision_at_1
value: 23.453
verified: no, type: precision_at_10
value: 7.785
verified: no, type: precision_at_100
value: 1.5270000000000001
verified: no, type: precision_at_1000
value: 0.22
verified: no, type: precision_at_3
value: 14.962
verified: no, type: precision_at_5
value: 11.401
verified: no, type: recall_at_1
value: 10.621
verified: no, type: recall_at_10
value: 29.726000000000003
verified: no, type: recall_at_100
value: 53.996
verified: no, type: recall_at_1000
value: 74.878
verified: no, type: recall_at_3
value: 18.572
verified: no, type: recall_at_5
value: 22.994999999999997
verified: no, task: type: Retrieval
dataset: type: dbpedia-entity
name: MTEB DBPedia
config: default
split: test
revision: None
metrics: type: map_at_1
value: 6.819
verified: no, type: map_at_10
value: 14.188
verified: no, type: map_at_100
value: 19.627
verified: no, type: map_at_1000
value: 20.757
verified: no, type: map_at_3
value: 10.352
verified: no, type: map_at_5
value: 12.096
verified: no, type: mrr_at_1
value: 54.25
verified: no, type: mrr_at_10
value: 63.798
verified: no, type: mrr_at_100
value: 64.25
verified: no, type: mrr_at_1000
value: 64.268
verified: no, type: mrr_at_3
value: 61.667
verified: no, type: mrr_at_5
value: 63.153999999999996
verified: no, type: ndcg_at_1
value: 39.5
verified: no, type: ndcg_at_10
value: 31.064999999999998
verified: no, type: ndcg_at_100
value: 34.701
verified: no, type: ndcg_at_1000
value: 41.687000000000005
verified: no, type: ndcg_at_3
value: 34.455999999999996
verified: no, type: ndcg_at_5
value: 32.919
verified: no, type: precision_at_1
value: 54.25
verified: no, type: precision_at_10
value: 25.4
verified: no, type: precision_at_100
value: 7.79
verified: no, type: precision_at_1000
value: 1.577
verified: no, type: precision_at_3
value: 39.333
verified: no, type: precision_at_5
value: 33.6
verified: no, type: recall_at_1
value: 6.819
verified: no, type: recall_at_10
value: 19.134
verified: no, type: recall_at_100
value: 41.191
verified: no, type: recall_at_1000
value: 64.699
verified: no, type: recall_at_3
value: 11.637
verified: no, type: recall_at_5
value: 14.807
verified: no, task: type: Classification
dataset: type: mteb/emotion
name: MTEB EmotionClassification
config: default
split: test
revision: 4f58c6b202a23cf9a4da393831edf4f9183cad37
metrics: type: accuracy
value: 42.474999999999994
verified: no, type: f1
value: 37.79154895614037
verified: no, task: type: Retrieval
dataset: type: fever
name: MTEB FEVER
config: default
split: test
revision: None
metrics: type: map_at_1
value: 53.187
verified: no, type: map_at_10
value: 64.031
verified: no, type: map_at_100
value: 64.507
verified: no, type: map_at_1000
value: 64.526
verified: no, type: map_at_3
value: 61.926
verified: no, type: map_at_5
value: 63.278999999999996
verified: no, type: mrr_at_1
value: 57.396
verified: no, type: mrr_at_10
value: 68.296
verified: no, type: mrr_at_100
value: 68.679
verified: no, type: mrr_at_1000
value: 68.688
verified: no, type: mrr_at_3
value: 66.289
verified: no, type: mrr_at_5
value: 67.593
verified: no, type: ndcg_at_1
value: 57.396
verified: no, type: ndcg_at_10
value: 69.64
verified: no, type: ndcg_at_100
value: 71.75399999999999
verified: no, type: ndcg_at_1000
value: 72.179
verified: no, type: ndcg_at_3
value: 65.66199999999999
verified: no, type: ndcg_at_5
value: 67.932
verified: no, type: precision_at_1
value: 57.396
verified: no, type: precision_at_10
value: 9.073
verified: no, type: precision_at_100
value: 1.024
verified: no, type: precision_at_1000
value: 0.107
verified: no, type: precision_at_3
value: 26.133
verified: no, type: precision_at_5
value: 16.943
verified: no, type: recall_at_1
value: 53.187
verified: no, type: recall_at_10
value: 82.839
verified: no, type: recall_at_100
value: 92.231
verified: no, type: recall_at_1000
value: 95.249
verified: no, type: recall_at_3
value: 72.077
verified: no, type: recall_at_5
value: 77.667
verified: no, task: type: Retrieval
dataset: type: fiqa
name: MTEB FiQA2018
config: default
split: test
revision: None
metrics: type: map_at_1
value: 10.957
verified: no, type: map_at_10
value: 18.427
verified: no, type: map_at_100
value: 19.885
verified: no, type: map_at_1000
value: 20.088
verified: no, type: map_at_3
value: 15.709000000000001
verified: no, type: map_at_5
value: 17.153
verified: no, type: mrr_at_1
value: 22.377
verified: no, type: mrr_at_10
value: 30.076999999999998
verified: no, type: mrr_at_100
value: 31.233
verified: no, type: mrr_at_1000
value: 31.311
verified: no, type: mrr_at_3
value: 27.521
verified: no, type: mrr_at_5
value: 29.025000000000002
verified: no, type: ndcg_at_1
value: 22.377
verified: no, type: ndcg_at_10
value: 24.367
verified: no, type: ndcg_at_100
value: 31.04
verified: no, type: ndcg_at_1000
value: 35.106
verified: no, type: ndcg_at_3
value: 21.051000000000002
verified: no, type: ndcg_at_5
value: 22.231
verified: no, type: precision_at_1
value: 22.377
verified: no, type: precision_at_10
value: 7.005999999999999
verified: no, type: precision_at_100
value: 1.3599999999999999
verified: no, type: precision_at_1000
value: 0.208
verified: no, type: precision_at_3
value: 13.991999999999999
verified: no, type: precision_at_5
value: 10.833
verified: no, type: recall_at_1
value: 10.957
verified: no, type: recall_at_10
value: 30.274
verified: no, type: recall_at_100
value: 55.982
verified: no, type: recall_at_1000
value: 80.757
verified: no, type: recall_at_3
value: 19.55
verified: no, type: recall_at_5
value: 24.105999999999998
verified: no, task: type: Retrieval
dataset: type: hotpotqa
name: MTEB HotpotQA
config: default
split: test
revision: None
metrics: type: map_at_1
value: 29.526999999999997
verified: no, type: map_at_10
value: 40.714
verified: no, type: map_at_100
value: 41.655
verified: no, type: map_at_1000
value: 41.744
verified: no, type: map_at_3
value: 38.171
verified: no, type: map_at_5
value: 39.646
verified: no, type: mrr_at_1
value: 59.055
verified: no, type: mrr_at_10
value: 66.411
verified: no, type: mrr_at_100
value: 66.85900000000001
verified: no, type: mrr_at_1000
value: 66.88300000000001
verified: no, type: mrr_at_3
value: 64.846
verified: no, type: mrr_at_5
value: 65.824
verified: no, type: ndcg_at_1
value: 59.055
verified: no, type: ndcg_at_10
value: 49.732
verified: no, type: ndcg_at_100
value: 53.441
verified: no, type: ndcg_at_1000
value: 55.354000000000006
verified: no, type: ndcg_at_3
value: 45.551
verified: no, type: ndcg_at_5
value: 47.719
verified: no, type: precision_at_1
value: 59.055
verified: no, type: precision_at_10
value: 10.366
verified: no, type: precision_at_100
value: 1.328
verified: no, type: precision_at_1000
value: 0.158
verified: no, type: precision_at_3
value: 28.322999999999997
verified: no, type: precision_at_5
value: 18.709
verified: no, type: recall_at_1
value: 29.526999999999997
verified: no, type: recall_at_10
value: 51.83
verified: no, type: recall_at_100
value: 66.42099999999999
verified: no, type: recall_at_1000
value: 79.176
verified: no, type: recall_at_3
value: 42.485
verified: no, type: recall_at_5
value: 46.772000000000006
verified: no, task: type: Classification
dataset: type: mteb/imdb
name: MTEB ImdbClassification
config: default
split: test
revision: 3d86128a09e091d6018b6d26cad27f2739fc2db7
metrics: type: accuracy
value: 70.69959999999999
verified: no, type: ap
value: 64.95539314492567
verified: no, type: f1
value: 70.5554935943308
verified: no, task: type: Retrieval
dataset: type: msmarco
name: MTEB MSMARCO
config: default
split: dev
revision: None
metrics: type: map_at_1
value: 13.153
verified: no, type: map_at_10
value: 22.277
verified: no, type: map_at_100
value: 23.462
verified: no, type: map_at_1000
value: 23.546
verified: no, type: map_at_3
value: 19.026
verified: no, type: map_at_5
value: 20.825
verified: no, type: mrr_at_1
value: 13.539000000000001
verified: no, type: mrr_at_10
value: 22.753
verified: no, type: mrr_at_100
value: 23.906
verified: no, type: mrr_at_1000
value: 23.982999999999997
verified: no, type: mrr_at_3
value: 19.484
verified: no, type: mrr_at_5
value: 21.306
verified: no, type: ndcg_at_1
value: 13.553
verified: no, type: ndcg_at_10
value: 27.848
verified: no, type: ndcg_at_100
value: 33.900999999999996
verified: no, type: ndcg_at_1000
value: 36.155
verified: no, type: ndcg_at_3
value: 21.116
verified: no, type: ndcg_at_5
value: 24.349999999999998
verified: no, type: precision_at_1
value: 13.553
verified: no, type: precision_at_10
value: 4.695
verified: no, type: precision_at_100
value: 0.7779999999999999
verified: no, type: precision_at_1000
value: 0.097
verified: no, type: precision_at_3
value: 9.207
verified: no, type: precision_at_5
value: 7.155
verified: no, type: recall_at_1
value: 13.153
verified: no, type: recall_at_10
value: 45.205
verified: no, type: recall_at_100
value: 73.978
verified: no, type: recall_at_1000
value: 91.541
verified: no, type: recall_at_3
value: 26.735
verified: no, type: recall_at_5
value: 34.493
verified: no, task: type: Classification
dataset: type: mteb/mtop_domain
name: MTEB MTOPDomainClassification (en)
config: en
split: test
revision: d80d48c1eb48d3562165c59d59d0034df9fff0bf
metrics: type: accuracy
value: 90.2530779753762
verified: no, type: f1
value: 89.59402328284126
verified: no, task: type: Classification
dataset: type: mteb/mtop_intent
name: MTEB MTOPIntentClassification (en)
config: en
split: test
revision: ae001d0e6b1228650b7bd1c2c65fb50ad11a8aba
metrics: type: accuracy
value: 67.95029639762883
verified: no, type: f1
value: 48.99988836758662
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: 67.77740416946874
verified: no, type: f1
value: 66.21341120969817
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: 73.03631472763955
verified: no, type: f1
value: 72.5779336237941
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: 31.98182669158824
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: 29.259462874407582
verified: no, task: type: Reranking
dataset: type: mteb/mind_small
name: MTEB MindSmallReranking
config: default
split: test
revision: 3bdac13927fdc888b903db93b2ffdbd90b295a69
metrics: type: map
value: 31.29342377286548
verified: no, type: mrr
value: 32.32805799117226
verified: no, task: type: Retrieval
dataset: type: nfcorpus
name: MTEB NFCorpus
config: default
split: test
revision: None
metrics: type: map_at_1
value: 4.692
verified: no, type: map_at_10
value: 10.559000000000001
verified: no, type: map_at_100
value: 13.665
verified: no, type: map_at_1000
value: 15.082
verified: no, type: map_at_3
value: 7.68
verified: no, type: map_at_5
value: 8.844000000000001
verified: no, type: mrr_at_1
value: 38.7
verified: no, type: mrr_at_10
value: 47.864000000000004
verified: no, type: mrr_at_100
value: 48.583999999999996
verified: no, type: mrr_at_1000
value: 48.636
verified: no, type: mrr_at_3
value: 45.975
verified: no, type: mrr_at_5
value: 47.074
verified: no, type: ndcg_at_1
value: 36.378
verified: no, type: ndcg_at_10
value: 30.038999999999998
verified: no, type: ndcg_at_100
value: 28.226000000000003
verified: no, type: ndcg_at_1000
value: 36.958
verified: no, type: ndcg_at_3
value: 33.469
verified: no, type: ndcg_at_5
value: 32.096999999999994
verified: no, type: precision_at_1
value: 38.080000000000005
verified: no, type: precision_at_10
value: 22.941
verified: no, type: precision_at_100
value: 7.632
verified: no, type: precision_at_1000
value: 2.0420000000000003
verified: no, type: precision_at_3
value: 31.579
verified: no, type: precision_at_5
value: 28.235
verified: no, type: recall_at_1
value: 4.692
verified: no, type: recall_at_10
value: 14.496
verified: no, type: recall_at_100
value: 29.69
verified: no, type: recall_at_1000
value: 61.229
verified: no, type: recall_at_3
value: 8.871
verified: no, type: recall_at_5
value: 10.825999999999999
verified: no, task: type: Retrieval
dataset: type: nq
name: MTEB NQ
config: default
split: test
revision: None
metrics: type: map_at_1
value: 13.120000000000001
verified: no, type: map_at_10
value: 24.092
verified: no, type: map_at_100
value: 25.485999999999997
verified: no, type: map_at_1000
value: 25.557999999999996
verified: no, type: map_at_3
value: 20.076
verified: no, type: map_at_5
value: 22.368
verified: no, type: mrr_at_1
value: 15.093
verified: no, type: mrr_at_10
value: 26.142
verified: no, type: mrr_at_100
value: 27.301
verified: no, type: mrr_at_1000
value: 27.357
verified: no, type: mrr_at_3
value: 22.364
verified: no, type: mrr_at_5
value: 24.564
verified: no, type: ndcg_at_1
value: 15.093
verified: no, type: ndcg_at_10
value: 30.734
verified: no, type: ndcg_at_100
value: 37.147999999999996
verified: no, type: ndcg_at_1000
value: 38.997
verified: no, type: ndcg_at_3
value: 22.82
verified: no, type: ndcg_at_5
value: 26.806
verified: no, type: precision_at_1
value: 15.093
verified: no, type: precision_at_10
value: 5.863
verified: no, type: precision_at_100
value: 0.942
verified: no, type: precision_at_1000
value: 0.11199999999999999
verified: no, type: precision_at_3
value: 11.047
verified: no, type: precision_at_5
value: 8.863999999999999
verified: no, type: recall_at_1
value: 13.120000000000001
verified: no, type: recall_at_10
value: 49.189
verified: no, type: recall_at_100
value: 78.032
verified: no, type: recall_at_1000
value: 92.034
verified: no, type: recall_at_3
value: 28.483000000000004
verified: no, type: recall_at_5
value: 37.756
verified: no, task: type: Retrieval
dataset: type: quora
name: MTEB QuoraRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 67.765
verified: no, type: map_at_10
value: 81.069
verified: no, type: map_at_100
value: 81.757
verified: no, type: map_at_1000
value: 81.782
verified: no, type: map_at_3
value: 78.148
verified: no, type: map_at_5
value: 79.95400000000001
verified: no, type: mrr_at_1
value: 77.8
verified: no, type: mrr_at_10
value: 84.639
verified: no, type: mrr_at_100
value: 84.789
verified: no, type: mrr_at_1000
value: 84.79100000000001
verified: no, type: mrr_at_3
value: 83.467
verified: no, type: mrr_at_5
value: 84.251
verified: no, type: ndcg_at_1
value: 77.82
verified: no, type: ndcg_at_10
value: 85.286
verified: no, type: ndcg_at_100
value: 86.86500000000001
verified: no, type: ndcg_at_1000
value: 87.062
verified: no, type: ndcg_at_3
value: 82.116
verified: no, type: ndcg_at_5
value: 83.811
verified: no, type: precision_at_1
value: 77.82
verified: no, type: precision_at_10
value: 12.867999999999999
verified: no, type: precision_at_100
value: 1.498
verified: no, type: precision_at_1000
value: 0.156
verified: no, type: precision_at_3
value: 35.723
verified: no, type: precision_at_5
value: 23.52
verified: no, type: recall_at_1
value: 67.765
verified: no, type: recall_at_10
value: 93.381
verified: no, type: recall_at_100
value: 98.901
verified: no, type: recall_at_1000
value: 99.864
verified: no, type: recall_at_3
value: 84.301
verified: no, type: recall_at_5
value: 89.049
verified: no, task: type: Clustering
dataset: type: mteb/reddit-clustering
name: MTEB RedditClustering
config: default
split: test
revision: 24640382cdbf8abc73003fb0fa6d111a705499eb
metrics: type: v_measure
value: 45.27190981742137
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: 54.47444004585028
verified: no, task: type: Retrieval
dataset: type: scidocs
name: MTEB SCIDOCS
config: default
split: test
revision: None
metrics: type: map_at_1
value: 4.213
verified: no, type: map_at_10
value: 10.166
verified: no, type: map_at_100
value: 11.987
verified: no, type: map_at_1000
value: 12.285
verified: no, type: map_at_3
value: 7.538
verified: no, type: map_at_5
value: 8.606
verified: no, type: mrr_at_1
value: 20.8
verified: no, type: mrr_at_10
value: 30.066
verified: no, type: mrr_at_100
value: 31.290000000000003
verified: no, type: mrr_at_1000
value: 31.357000000000003
verified: no, type: mrr_at_3
value: 27.083000000000002
verified: no, type: mrr_at_5
value: 28.748
verified: no, type: ndcg_at_1
value: 20.8
verified: no, type: ndcg_at_10
value: 17.258000000000003
verified: no, type: ndcg_at_100
value: 24.801000000000002
verified: no, type: ndcg_at_1000
value: 30.348999999999997
verified: no, type: ndcg_at_3
value: 16.719
verified: no, type: ndcg_at_5
value: 14.145
verified: no, type: precision_at_1
value: 20.8
verified: no, type: precision_at_10
value: 8.88
verified: no, type: precision_at_100
value: 1.9789999999999999
verified: no, type: precision_at_1000
value: 0.332
verified: no, type: precision_at_3
value: 15.5
verified: no, type: precision_at_5
value: 12.1
verified: no, type: recall_at_1
value: 4.213
verified: no, type: recall_at_10
value: 17.983
verified: no, type: recall_at_100
value: 40.167
verified: no, type: recall_at_1000
value: 67.43
verified: no, type: recall_at_3
value: 9.433
verified: no, type: recall_at_5
value: 12.267999999999999
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: 80.36742239848913
verified: no, type: cos_sim_spearman
value: 72.39470010828755
verified: no, type: euclidean_pearson
value: 77.26919895870947
verified: no, type: euclidean_spearman
value: 72.26534999077315
verified: no, type: manhattan_pearson
value: 77.04066349814258
verified: no, type: manhattan_spearman
value: 72.0072248699278
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: 80.26991474037257
verified: no, type: cos_sim_spearman
value: 71.90287122017716
verified: no, type: euclidean_pearson
value: 76.68006075912453
verified: no, type: euclidean_spearman
value: 71.69301858764365
verified: no, type: manhattan_pearson
value: 76.72277285842371
verified: no, type: manhattan_spearman
value: 71.73265239703795
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: 79.74371413317881
verified: no, type: cos_sim_spearman
value: 80.9279612820358
verified: no, type: euclidean_pearson
value: 80.6417435294782
verified: no, type: euclidean_spearman
value: 81.17460969254459
verified: no, type: manhattan_pearson
value: 80.51820155178402
verified: no, type: manhattan_spearman
value: 81.08028700017084
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: 80.37085777051112
verified: no, type: cos_sim_spearman
value: 76.60308382518285
verified: no, type: euclidean_pearson
value: 79.59684787227351
verified: no, type: euclidean_spearman
value: 76.8769048249242
verified: no, type: manhattan_pearson
value: 79.55617632538295
verified: no, type: manhattan_spearman
value: 76.90186497973124
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: 83.99513105301321
verified: no, type: cos_sim_spearman
value: 84.92034548133665
verified: no, type: euclidean_pearson
value: 84.70872540095195
verified: no, type: euclidean_spearman
value: 85.14591726040749
verified: no, type: manhattan_pearson
value: 84.65707417430595
verified: no, type: manhattan_spearman
value: 85.10407163865375
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: 79.40758449150897
verified: no, type: cos_sim_spearman
value: 80.71692246880549
verified: no, type: euclidean_pearson
value: 80.51658552062683
verified: no, type: euclidean_spearman
value: 80.87118389043233
verified: no, type: manhattan_pearson
value: 80.41534690825016
verified: no, type: manhattan_spearman
value: 80.73925282537256
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: 84.93617076910748
verified: no, type: cos_sim_spearman
value: 85.61118538966805
verified: no, type: euclidean_pearson
value: 85.56187558635287
verified: no, type: euclidean_spearman
value: 85.21910090757267
verified: no, type: manhattan_pearson
value: 85.29916699037645
verified: no, type: manhattan_spearman
value: 84.96820527868671
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: 64.22294088543077
verified: no, type: cos_sim_spearman
value: 65.89748502901078
verified: no, type: euclidean_pearson
value: 66.15637850660805
verified: no, type: euclidean_spearman
value: 65.86095841381278
verified: no, type: manhattan_pearson
value: 66.80966197857856
verified: no, type: manhattan_spearman
value: 66.48325202219692
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: 81.75298158703048
verified: no, type: cos_sim_spearman
value: 81.32168373072322
verified: no, type: euclidean_pearson
value: 82.3251793712207
verified: no, type: euclidean_spearman
value: 81.31655163330606
verified: no, type: manhattan_pearson
value: 82.14136865023298
verified: no, type: manhattan_spearman
value: 81.13410964028606
verified: no, task: type: Reranking
dataset: type: mteb/scidocs-reranking
name: MTEB SciDocsRR
config: default
split: test
revision: d3c5e1fc0b855ab6097bf1cda04dd73947d7caab
metrics: type: map
value: 78.77937068780793
verified: no, type: mrr
value: 93.334709952357
verified: no, task: type: Retrieval
dataset: type: scifact
name: MTEB SciFact
config: default
split: test
revision: None
metrics: type: map_at_1
value: 50.705999999999996
verified: no, type: map_at_10
value: 60.699999999999996
verified: no, type: map_at_100
value: 61.256
verified: no, type: map_at_1000
value: 61.285000000000004
verified: no, type: map_at_3
value: 57.633
verified: no, type: map_at_5
value: 59.648
verified: no, type: mrr_at_1
value: 53
verified: no, type: mrr_at_10
value: 61.717999999999996
verified: no, type: mrr_at_100
value: 62.165000000000006
verified: no, type: mrr_at_1000
value: 62.190999999999995
verified: no, type: mrr_at_3
value: 59.389
verified: no, type: mrr_at_5
value: 60.922
verified: no, type: ndcg_at_1
value: 53
verified: no, type: ndcg_at_10
value: 65.413
verified: no, type: ndcg_at_100
value: 68.089
verified: no, type: ndcg_at_1000
value: 69.01899999999999
verified: no, type: ndcg_at_3
value: 60.327
verified: no, type: ndcg_at_5
value: 63.263999999999996
verified: no, type: precision_at_1
value: 53
verified: no, type: precision_at_10
value: 8.933
verified: no, type: precision_at_100
value: 1.04
verified: no, type: precision_at_1000
value: 0.11199999999999999
verified: no, type: precision_at_3
value: 23.778
verified: no, type: precision_at_5
value: 16.2
verified: no, type: recall_at_1
value: 50.705999999999996
verified: no, type: recall_at_10
value: 78.633
verified: no, type: recall_at_100
value: 91.333
verified: no, type: recall_at_1000
value: 99
verified: no, type: recall_at_3
value: 65.328
verified: no, type: recall_at_5
value: 72.583
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: 99.82178217821782
verified: no, type: cos_sim_ap
value: 95.30078788098801
verified: no, type: cos_sim_f1
value: 91.11549851924975
verified: no, type: cos_sim_precision
value: 89.96101364522417
verified: no, type: cos_sim_recall
value: 92.30000000000001
verified: no, type: dot_accuracy
value: 99.74851485148515
verified: no, type: dot_ap
value: 93.12383012680787
verified: no, type: dot_f1
value: 87.17171717171716
verified: no, type: dot_precision
value: 88.06122448979592
verified: no, type: dot_recall
value: 86.3
verified: no, type: euclidean_accuracy
value: 99.82673267326733
verified: no, type: euclidean_ap
value: 95.29507269622621
verified: no, type: euclidean_f1
value: 91.3151364764268
verified: no, type: euclidean_precision
value: 90.64039408866995
verified: no, type: euclidean_recall
value: 92
verified: no, type: manhattan_accuracy
value: 99.82178217821782
verified: no, type: manhattan_ap
value: 95.34300712110257
verified: no, type: manhattan_f1
value: 91.05367793240556
verified: no, type: manhattan_precision
value: 90.51383399209486
verified: no, type: manhattan_recall
value: 91.60000000000001
verified: no, type: max_accuracy
value: 99.82673267326733
verified: no, type: max_ap
value: 95.34300712110257
verified: no, type: max_f1
value: 91.3151364764268
verified: no, task: type: Clustering
dataset: type: mteb/stackexchange-clustering
name: MTEB StackExchangeClustering
config: default
split: test
revision: 6cbc1f7b2bc0622f2e39d2c77fa502909748c259
metrics: type: v_measure
value: 53.10993894014712
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: 34.67216071080345
verified: no, task: type: Reranking
dataset: type: mteb/stackoverflowdupquestions-reranking
name: MTEB StackOverflowDupQuestions
config: default
split: test
revision: e185fbe320c72810689fc5848eb6114e1ef5ec69
metrics: type: map
value: 48.96344255085851
verified: no, type: mrr
value: 49.816123419064596
verified: no, task: type: Summarization
dataset: type: mteb/summeval
name: MTEB SummEval
config: default
split: test
revision: cda12ad7615edc362dbf25a00fdd61d3b1eaf93c
metrics: type: cos_sim_pearson
value: 30.580410074992177
verified: no, type: cos_sim_spearman
value: 31.155995112739966
verified: no, type: dot_pearson
value: 31.112094423048998
verified: no, type: dot_spearman
value: 31.29974829801922
verified: no, task: type: Retrieval
dataset: type: trec-covid
name: MTEB TRECCOVID
config: default
split: test
revision: None
metrics: type: map_at_1
value: 0.17700000000000002
verified: no, type: map_at_10
value: 1.22
verified: no, type: map_at_100
value: 6.2170000000000005
verified: no, type: map_at_1000
value: 15.406
verified: no, type: map_at_3
value: 0.483
verified: no, type: map_at_5
value: 0.729
verified: no, type: mrr_at_1
value: 64
verified: no, type: mrr_at_10
value: 76.333
verified: no, type: mrr_at_100
value: 76.47
verified: no, type: mrr_at_1000
value: 76.47
verified: no, type: mrr_at_3
value: 75
verified: no, type: mrr_at_5
value: 76
verified: no, type: ndcg_at_1
value: 59
verified: no, type: ndcg_at_10
value: 52.62
verified: no, type: ndcg_at_100
value: 39.932
verified: no, type: ndcg_at_1000
value: 37.317
verified: no, type: ndcg_at_3
value: 57.123000000000005
verified: no, type: ndcg_at_5
value: 56.376000000000005
verified: no, type: precision_at_1
value: 64
verified: no, type: precision_at_10
value: 55.800000000000004
verified: no, type: precision_at_100
value: 41.04
verified: no, type: precision_at_1000
value: 17.124
verified: no, type: precision_at_3
value: 63.333
verified: no, type: precision_at_5
value: 62
verified: no, type: recall_at_1
value: 0.17700000000000002
verified: no, type: recall_at_10
value: 1.46
verified: no, type: recall_at_100
value: 9.472999999999999
verified: no, type: recall_at_1000
value: 35.661
verified: no, type: recall_at_3
value: 0.527
verified: no, type: recall_at_5
value: 0.8250000000000001
verified: no, task: type: Retrieval
dataset: type: webis-touche2020
name: MTEB Touche2020
config: default
split: test
revision: None
metrics: type: map_at_1
value: 1.539
verified: no, type: map_at_10
value: 7.178
verified: no, type: map_at_100
value: 12.543000000000001
verified: no, type: map_at_1000
value: 14.126
verified: no, type: map_at_3
value: 3.09
verified: no, type: map_at_5
value: 5.008
verified: no, type: mrr_at_1
value: 18.367
verified: no, type: mrr_at_10
value: 32.933
verified: no, type: mrr_at_100
value: 34.176
verified: no, type: mrr_at_1000
value: 34.176
verified: no, type: mrr_at_3
value: 27.551
verified: no, type: mrr_at_5
value: 30.714000000000002
verified: no, type: ndcg_at_1
value: 15.306000000000001
verified: no, type: ndcg_at_10
value: 18.343
verified: no, type: ndcg_at_100
value: 30.076000000000004
verified: no, type: ndcg_at_1000
value: 42.266999999999996
verified: no, type: ndcg_at_3
value: 17.233999999999998
verified: no, type: ndcg_at_5
value: 18.677
verified: no, type: precision_at_1
value: 18.367
verified: no, type: precision_at_10
value: 18.367
verified: no, type: precision_at_100
value: 6.837
verified: no, type: precision_at_1000
value: 1.467
verified: no, type: precision_at_3
value: 19.048000000000002
verified: no, type: precision_at_5
value: 21.224
verified: no, type: recall_at_1
value: 1.539
verified: no, type: recall_at_10
value: 13.289000000000001
verified: no, type: recall_at_100
value: 42.480000000000004
verified: no, type: recall_at_1000
value: 79.463
verified: no, type: recall_at_3
value: 4.202999999999999
verified: no, type: recall_at_5
value: 7.9030000000000005
verified: no, task: type: Classification
dataset: type: mteb/toxic_conversations_50k
name: MTEB ToxicConversationsClassification
config: default
split: test
revision: d7c0de2777da35d6aae2200a62c6e0e5af397c4c
metrics: type: accuracy
value: 69.2056
verified: no, type: ap
value: 13.564165903349778
verified: no, type: f1
value: 53.303385089202656
verified: no, task: type: Classification
dataset: type: mteb/tweet_sentiment_extraction
name: MTEB TweetSentimentExtractionClassification
config: default
split: test
revision: d604517c81ca91fe16a244d1248fc021f9ecee7a
metrics: type: accuracy
value: 56.71477079796264
verified: no, type: f1
value: 57.01563439439609
verified: no, task: type: Clustering
dataset: type: mteb/twentynewsgroups-clustering
name: MTEB TwentyNewsgroupsClustering
config: default
split: test
revision: 6125ec4e24fa026cec8a478383ee943acfbd5449
metrics: type: v_measure
value: 39.373040570976514
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: 83.44757703999524
verified: no, type: cos_sim_ap
value: 65.78689843625949
verified: no, type: cos_sim_f1
value: 62.25549384206713
verified: no, type: cos_sim_precision
value: 57.39091718610864
verified: no, type: cos_sim_recall
value: 68.02110817941951
verified: no, type: dot_accuracy
value: 81.3971508612982
verified: no, type: dot_ap
value: 58.42933051967154
verified: no, type: dot_f1
value: 57.85580214198962
verified: no, type: dot_precision
value: 49.74368710841086
verified: no, type: dot_recall
value: 69.12928759894459
verified: no, type: euclidean_accuracy
value: 83.54294569946951
verified: no, type: euclidean_ap
value: 66.10612585693795
verified: no, type: euclidean_f1
value: 62.66666666666667
verified: no, type: euclidean_precision
value: 58.88631090487239
verified: no, type: euclidean_recall
value: 66.96569920844327
verified: no, type: manhattan_accuracy
value: 83.43565595756095
verified: no, type: manhattan_ap
value: 65.88532290329134
verified: no, type: manhattan_f1
value: 62.58408721874276
verified: no, type: manhattan_precision
value: 55.836092715231786
verified: no, type: manhattan_recall
value: 71.18733509234828
verified: no, type: max_accuracy
value: 83.54294569946951
verified: no, type: max_ap
value: 66.10612585693795
verified: no, type: max_f1
value: 62.66666666666667
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: 88.02344083517679
verified: no, type: cos_sim_ap
value: 84.21589190889944
verified: no, type: cos_sim_f1
value: 76.36723039754007
verified: no, type: cos_sim_precision
value: 72.79134682484299
verified: no, type: cos_sim_recall
value: 80.31259624268556
verified: no, type: dot_accuracy
value: 87.43353902278108
verified: no, type: dot_ap
value: 82.08962394120071
verified: no, type: dot_f1
value: 74.97709923664122
verified: no, type: dot_precision
value: 74.34150772025431
verified: no, type: dot_recall
value: 75.62365260240222
verified: no, type: euclidean_accuracy
value: 87.97686963946133
verified: no, type: euclidean_ap
value: 84.20578083922416
verified: no, type: euclidean_f1
value: 76.4299182903834
verified: no, type: euclidean_precision
value: 73.51874244256348
verified: no, type: euclidean_recall
value: 79.58115183246073
verified: no, type: manhattan_accuracy
value: 88.00209570380719
verified: no, type: manhattan_ap
value: 84.14700304263556
verified: no, type: manhattan_f1
value: 76.36429345861944
verified: no, type: manhattan_precision
value: 71.95886119057349
verified: no, type: manhattan_recall
value: 81.34431783184478
verified: no, type: max_accuracy
value: 88.02344083517679
verified: no, type: max_ap
value: 84.21589190889944
verified: no, type: max_f1
value: 76.4299182903834
verified: no
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Created: 2024-01-13 23:08:09