Model: dwzhu/e5-base-4k
Author: dwzhu
Pipeline: sentence-similarity
Library: transformers
Tags: transformers, pytorch, bert, feature-extraction, mteb, sentence-similarity, en, arxiv:2404.12096, arxiv:2104.08663, arxiv:2210.07316, license:mit, model-index, text-embeddings-inference, endpoints_compatible, deploy:azure, region:us
Card metadata: tags: mteb, sentence-similarity
model-index: name: e5-base-4k
results: task: type: Classification
dataset: type: mteb/amazon_counterfactual
name: MTEB AmazonCounterfactualClassification (en)
config: en
split: test
revision: e8379541af4e31359cca9fbcf4b00f2671dba205
metrics: type: accuracy
value: 77.77611940298506
verified: no, type: ap
value: 42.052710266606056
verified: no, type: f1
value: 72.12040628266567
verified: no, task: type: Classification
dataset: type: mteb/amazon_polarity
name: MTEB AmazonPolarityClassification
config: default
split: test
revision: e2d317d38cd51312af73b3d32a06d1a08b442046
metrics: type: accuracy
value: 92.81012500000001
verified: no, type: ap
value: 89.4213700757244
verified: no, type: f1
value: 92.8039091197065
verified: no, task: type: Classification
dataset: type: mteb/amazon_reviews_multi
name: MTEB AmazonReviewsClassification (en)
config: en
split: test
revision: 1399c76144fd37290681b995c656ef9b2e06e26d
metrics: type: accuracy
value: 46.711999999999996
verified: no, type: f1
value: 46.11544975436018
verified: no, task: type: Retrieval
dataset: type: arguana
name: MTEB ArguAna
config: default
split: test
revision: None
metrics: type: map_at_1
value: 23.186
verified: no, type: map_at_10
value: 36.632999999999996
verified: no, type: map_at_100
value: 37.842
verified: no, type: map_at_1000
value: 37.865
verified: no, type: map_at_3
value: 32.278
verified: no, type: map_at_5
value: 34.760999999999996
verified: no, type: mrr_at_1
value: 23.400000000000002
verified: no, type: mrr_at_10
value: 36.721
verified: no, type: mrr_at_100
value: 37.937
verified: no, type: mrr_at_1000
value: 37.96
verified: no, type: mrr_at_3
value: 32.302
verified: no, type: mrr_at_5
value: 34.894
verified: no, type: ndcg_at_1
value: 23.186
verified: no, type: ndcg_at_10
value: 44.49
verified: no, type: ndcg_at_100
value: 50.065000000000005
verified: no, type: ndcg_at_1000
value: 50.629999999999995
verified: no, type: ndcg_at_3
value: 35.461
verified: no, type: ndcg_at_5
value: 39.969
verified: no, type: precision_at_1
value: 23.186
verified: no, type: precision_at_10
value: 6.97
verified: no, type: precision_at_100
value: 0.951
verified: no, type: precision_at_1000
value: 0.099
verified: no, type: precision_at_3
value: 14.912
verified: no, type: precision_at_5
value: 11.152
verified: no, type: recall_at_1
value: 23.186
verified: no, type: recall_at_10
value: 69.70100000000001
verified: no, type: recall_at_100
value: 95.092
verified: no, type: recall_at_1000
value: 99.431
verified: no, type: recall_at_3
value: 44.737
verified: no, type: recall_at_5
value: 55.761
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: 46.10312401440185
verified: no, task: type: Clustering
dataset: type: mteb/arxiv-clustering-s2s
name: MTEB ArxivClusteringS2S
config: default
split: test
revision: f910caf1a6075f7329cdf8c1a6135696f37dbd53
metrics: type: v_measure
value: 39.67275326095384
verified: no, task: type: Reranking
dataset: type: mteb/askubuntudupquestions-reranking
name: MTEB AskUbuntuDupQuestions
config: default
split: test
revision: 2000358ca161889fa9c082cb41daa8dcfb161a54
metrics: type: map
value: 58.97793816337376
verified: no, type: mrr
value: 72.76832431957087
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: 83.11646947018187
verified: no, type: cos_sim_spearman
value: 81.40064994975234
verified: no, type: euclidean_pearson
value: 82.37355689019232
verified: no, type: euclidean_spearman
value: 81.6777646977348
verified: no, type: manhattan_pearson
value: 82.61101422716945
verified: no, type: manhattan_spearman
value: 81.80427360442245
verified: no, task: type: Classification
dataset: type: mteb/banking77
name: MTEB Banking77Classification
config: default
split: test
revision: 0fd18e25b25c072e09e0d92ab615fda904d66300
metrics: type: accuracy
value: 83.52922077922076
verified: no, type: f1
value: 83.45298679360866
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: 37.495115019668496
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: 32.724792944166765
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackAndroidRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 32.361000000000004
verified: no, type: map_at_10
value: 43.765
verified: no, type: map_at_100
value: 45.224
verified: no, type: map_at_1000
value: 45.35
verified: no, type: map_at_3
value: 40.353
verified: no, type: map_at_5
value: 42.195
verified: no, type: mrr_at_1
value: 40.629
verified: no, type: mrr_at_10
value: 50.458000000000006
verified: no, type: mrr_at_100
value: 51.06699999999999
verified: no, type: mrr_at_1000
value: 51.12
verified: no, type: mrr_at_3
value: 47.902
verified: no, type: mrr_at_5
value: 49.447
verified: no, type: ndcg_at_1
value: 40.629
verified: no, type: ndcg_at_10
value: 50.376
verified: no, type: ndcg_at_100
value: 55.065
verified: no, type: ndcg_at_1000
value: 57.196000000000005
verified: no, type: ndcg_at_3
value: 45.616
verified: no, type: ndcg_at_5
value: 47.646
verified: no, type: precision_at_1
value: 40.629
verified: no, type: precision_at_10
value: 9.785
verified: no, type: precision_at_100
value: 1.562
verified: no, type: precision_at_1000
value: 0.2
verified: no, type: precision_at_3
value: 22.031
verified: no, type: precision_at_5
value: 15.737000000000002
verified: no, type: recall_at_1
value: 32.361000000000004
verified: no, type: recall_at_10
value: 62.214000000000006
verified: no, type: recall_at_100
value: 81.464
verified: no, type: recall_at_1000
value: 95.905
verified: no, type: recall_at_3
value: 47.5
verified: no, type: recall_at_5
value: 53.69500000000001
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackEnglishRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 27.971
verified: no, type: map_at_10
value: 37.444
verified: no, type: map_at_100
value: 38.607
verified: no, type: map_at_1000
value: 38.737
verified: no, type: map_at_3
value: 34.504000000000005
verified: no, type: map_at_5
value: 36.234
verified: no, type: mrr_at_1
value: 35.35
verified: no, type: mrr_at_10
value: 43.441
verified: no, type: mrr_at_100
value: 44.147999999999996
verified: no, type: mrr_at_1000
value: 44.196000000000005
verified: no, type: mrr_at_3
value: 41.285
verified: no, type: mrr_at_5
value: 42.552
verified: no, type: ndcg_at_1
value: 35.35
verified: no, type: ndcg_at_10
value: 42.903999999999996
verified: no, type: ndcg_at_100
value: 47.406
verified: no, type: ndcg_at_1000
value: 49.588
verified: no, type: ndcg_at_3
value: 38.778
verified: no, type: ndcg_at_5
value: 40.788000000000004
verified: no, type: precision_at_1
value: 35.35
verified: no, type: precision_at_10
value: 8.083
verified: no, type: precision_at_100
value: 1.313
verified: no, type: precision_at_1000
value: 0.18
verified: no, type: precision_at_3
value: 18.769
verified: no, type: precision_at_5
value: 13.439
verified: no, type: recall_at_1
value: 27.971
verified: no, type: recall_at_10
value: 52.492000000000004
verified: no, type: recall_at_100
value: 71.642
verified: no, type: recall_at_1000
value: 85.488
verified: no, type: recall_at_3
value: 40.1
verified: no, type: recall_at_5
value: 45.800000000000004
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackGamingRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 39.898
verified: no, type: map_at_10
value: 51.819
verified: no, type: map_at_100
value: 52.886
verified: no, type: map_at_1000
value: 52.941
verified: no, type: map_at_3
value: 48.619
verified: no, type: map_at_5
value: 50.493
verified: no, type: mrr_at_1
value: 45.391999999999996
verified: no, type: mrr_at_10
value: 55.230000000000004
verified: no, type: mrr_at_100
value: 55.887
verified: no, type: mrr_at_1000
value: 55.916
verified: no, type: mrr_at_3
value: 52.717000000000006
verified: no, type: mrr_at_5
value: 54.222
verified: no, type: ndcg_at_1
value: 45.391999999999996
verified: no, type: ndcg_at_10
value: 57.586999999999996
verified: no, type: ndcg_at_100
value: 61.745000000000005
verified: no, type: ndcg_at_1000
value: 62.83800000000001
verified: no, type: ndcg_at_3
value: 52.207
verified: no, type: ndcg_at_5
value: 54.925999999999995
verified: no, type: precision_at_1
value: 45.391999999999996
verified: no, type: precision_at_10
value: 9.21
verified: no, type: precision_at_100
value: 1.226
verified: no, type: precision_at_1000
value: 0.136
verified: no, type: precision_at_3
value: 23.177
verified: no, type: precision_at_5
value: 16.038
verified: no, type: recall_at_1
value: 39.898
verified: no, type: recall_at_10
value: 71.18900000000001
verified: no, type: recall_at_100
value: 89.082
verified: no, type: recall_at_1000
value: 96.865
verified: no, type: recall_at_3
value: 56.907
verified: no, type: recall_at_5
value: 63.397999999999996
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackGisRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 22.706
verified: no, type: map_at_10
value: 30.818
verified: no, type: map_at_100
value: 32.038
verified: no, type: map_at_1000
value: 32.123000000000005
verified: no, type: map_at_3
value: 28.077
verified: no, type: map_at_5
value: 29.709999999999997
verified: no, type: mrr_at_1
value: 24.407
verified: no, type: mrr_at_10
value: 32.555
verified: no, type: mrr_at_100
value: 33.692
verified: no, type: mrr_at_1000
value: 33.751
verified: no, type: mrr_at_3
value: 29.848999999999997
verified: no, type: mrr_at_5
value: 31.509999999999998
verified: no, type: ndcg_at_1
value: 24.407
verified: no, type: ndcg_at_10
value: 35.624
verified: no, type: ndcg_at_100
value: 41.454
verified: no, type: ndcg_at_1000
value: 43.556
verified: no, type: ndcg_at_3
value: 30.217
verified: no, type: ndcg_at_5
value: 33.111000000000004
verified: no, type: precision_at_1
value: 24.407
verified: no, type: precision_at_10
value: 5.548
verified: no, type: precision_at_100
value: 0.8869999999999999
verified: no, type: precision_at_1000
value: 0.11100000000000002
verified: no, type: precision_at_3
value: 12.731
verified: no, type: precision_at_5
value: 9.22
verified: no, type: recall_at_1
value: 22.706
verified: no, type: recall_at_10
value: 48.772
verified: no, type: recall_at_100
value: 75.053
verified: no, type: recall_at_1000
value: 90.731
verified: no, type: recall_at_3
value: 34.421
verified: no, type: recall_at_5
value: 41.427
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackMathematicaRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 13.424
verified: no, type: map_at_10
value: 21.09
verified: no, type: map_at_100
value: 22.264999999999997
verified: no, type: map_at_1000
value: 22.402
verified: no, type: map_at_3
value: 18.312
verified: no, type: map_at_5
value: 19.874
verified: no, type: mrr_at_1
value: 16.915
verified: no, type: mrr_at_10
value: 25.258000000000003
verified: no, type: mrr_at_100
value: 26.228
verified: no, type: mrr_at_1000
value: 26.31
verified: no, type: mrr_at_3
value: 22.492
verified: no, type: mrr_at_5
value: 24.04
verified: no, type: ndcg_at_1
value: 16.915
verified: no, type: ndcg_at_10
value: 26.266000000000002
verified: no, type: ndcg_at_100
value: 32.08
verified: no, type: ndcg_at_1000
value: 35.086
verified: no, type: ndcg_at_3
value: 21.049
verified: no, type: ndcg_at_5
value: 23.508000000000003
verified: no, type: precision_at_1
value: 16.915
verified: no, type: precision_at_10
value: 5.1
verified: no, type: precision_at_100
value: 0.9329999999999999
verified: no, type: precision_at_1000
value: 0.131
verified: no, type: precision_at_3
value: 10.282
verified: no, type: precision_at_5
value: 7.836
verified: no, type: recall_at_1
value: 13.424
verified: no, type: recall_at_10
value: 38.179
verified: no, type: recall_at_100
value: 63.906
verified: no, type: recall_at_1000
value: 84.933
verified: no, type: recall_at_3
value: 23.878
verified: no, type: recall_at_5
value: 30.037999999999997
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackPhysicsRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 26.154
verified: no, type: map_at_10
value: 35.912
verified: no, type: map_at_100
value: 37.211
verified: no, type: map_at_1000
value: 37.327
verified: no, type: map_at_3
value: 32.684999999999995
verified: no, type: map_at_5
value: 34.562
verified: no, type: mrr_at_1
value: 32.435
verified: no, type: mrr_at_10
value: 41.411
verified: no, type: mrr_at_100
value: 42.297000000000004
verified: no, type: mrr_at_1000
value: 42.345
verified: no, type: mrr_at_3
value: 38.771
verified: no, type: mrr_at_5
value: 40.33
verified: no, type: ndcg_at_1
value: 32.435
verified: no, type: ndcg_at_10
value: 41.785
verified: no, type: ndcg_at_100
value: 47.469
verified: no, type: ndcg_at_1000
value: 49.685
verified: no, type: ndcg_at_3
value: 36.618
verified: no, type: ndcg_at_5
value: 39.101
verified: no, type: precision_at_1
value: 32.435
verified: no, type: precision_at_10
value: 7.642
verified: no, type: precision_at_100
value: 1.244
verified: no, type: precision_at_1000
value: 0.163
verified: no, type: precision_at_3
value: 17.485
verified: no, type: precision_at_5
value: 12.57
verified: no, type: recall_at_1
value: 26.154
verified: no, type: recall_at_10
value: 54.111
verified: no, type: recall_at_100
value: 78.348
verified: no, type: recall_at_1000
value: 92.996
verified: no, type: recall_at_3
value: 39.189
verified: no, type: recall_at_5
value: 45.852
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackProgrammersRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 26.308999999999997
verified: no, type: map_at_10
value: 35.524
verified: no, type: map_at_100
value: 36.774
verified: no, type: map_at_1000
value: 36.891
verified: no, type: map_at_3
value: 32.561
verified: no, type: map_at_5
value: 34.034
verified: no, type: mrr_at_1
value: 31.735000000000003
verified: no, type: mrr_at_10
value: 40.391
verified: no, type: mrr_at_100
value: 41.227000000000004
verified: no, type: mrr_at_1000
value: 41.288000000000004
verified: no, type: mrr_at_3
value: 37.938
verified: no, type: mrr_at_5
value: 39.193
verified: no, type: ndcg_at_1
value: 31.735000000000003
verified: no, type: ndcg_at_10
value: 41.166000000000004
verified: no, type: ndcg_at_100
value: 46.702
verified: no, type: ndcg_at_1000
value: 49.157000000000004
verified: no, type: ndcg_at_3
value: 36.274
verified: no, type: ndcg_at_5
value: 38.177
verified: no, type: precision_at_1
value: 31.735000000000003
verified: no, type: precision_at_10
value: 7.5569999999999995
verified: no, type: precision_at_100
value: 1.2109999999999999
verified: no, type: precision_at_1000
value: 0.16
verified: no, type: precision_at_3
value: 17.199
verified: no, type: precision_at_5
value: 12.123000000000001
verified: no, type: recall_at_1
value: 26.308999999999997
verified: no, type: recall_at_10
value: 53.083000000000006
verified: no, type: recall_at_100
value: 76.922
verified: no, type: recall_at_1000
value: 93.767
verified: no, type: recall_at_3
value: 39.262
verified: no, type: recall_at_5
value: 44.413000000000004
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 24.391250000000003
verified: no, type: map_at_10
value: 33.280166666666666
verified: no, type: map_at_100
value: 34.49566666666667
verified: no, type: map_at_1000
value: 34.61533333333333
verified: no, type: map_at_3
value: 30.52183333333333
verified: no, type: map_at_5
value: 32.06608333333333
verified: no, type: mrr_at_1
value: 29.105083333333337
verified: no, type: mrr_at_10
value: 37.44766666666666
verified: no, type: mrr_at_100
value: 38.32491666666667
verified: no, type: mrr_at_1000
value: 38.385666666666665
verified: no, type: mrr_at_3
value: 35.06883333333333
verified: no, type: mrr_at_5
value: 36.42066666666667
verified: no, type: ndcg_at_1
value: 29.105083333333337
verified: no, type: ndcg_at_10
value: 38.54358333333333
verified: no, type: ndcg_at_100
value: 43.833583333333344
verified: no, type: ndcg_at_1000
value: 46.215333333333334
verified: no, type: ndcg_at_3
value: 33.876
verified: no, type: ndcg_at_5
value: 36.05208333333333
verified: no, type: precision_at_1
value: 29.105083333333337
verified: no, type: precision_at_10
value: 6.823416666666665
verified: no, type: precision_at_100
value: 1.1270833333333334
verified: no, type: precision_at_1000
value: 0.15208333333333332
verified: no, type: precision_at_3
value: 15.696750000000002
verified: no, type: precision_at_5
value: 11.193499999999998
verified: no, type: recall_at_1
value: 24.391250000000003
verified: no, type: recall_at_10
value: 49.98808333333333
verified: no, type: recall_at_100
value: 73.31616666666666
verified: no, type: recall_at_1000
value: 89.96291666666667
verified: no, type: recall_at_3
value: 36.86666666666667
verified: no, type: recall_at_5
value: 42.54350000000001
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackStatsRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 21.995
verified: no, type: map_at_10
value: 28.807
verified: no, type: map_at_100
value: 29.813000000000002
verified: no, type: map_at_1000
value: 29.903000000000002
verified: no, type: map_at_3
value: 26.636
verified: no, type: map_at_5
value: 27.912
verified: no, type: mrr_at_1
value: 24.847
verified: no, type: mrr_at_10
value: 31.494
verified: no, type: mrr_at_100
value: 32.381
verified: no, type: mrr_at_1000
value: 32.446999999999996
verified: no, type: mrr_at_3
value: 29.473
verified: no, type: mrr_at_5
value: 30.7
verified: no, type: ndcg_at_1
value: 24.847
verified: no, type: ndcg_at_10
value: 32.818999999999996
verified: no, type: ndcg_at_100
value: 37.835
verified: no, type: ndcg_at_1000
value: 40.226
verified: no, type: ndcg_at_3
value: 28.811999999999998
verified: no, type: ndcg_at_5
value: 30.875999999999998
verified: no, type: precision_at_1
value: 24.847
verified: no, type: precision_at_10
value: 5.244999999999999
verified: no, type: precision_at_100
value: 0.856
verified: no, type: precision_at_1000
value: 0.11299999999999999
verified: no, type: precision_at_3
value: 12.577
verified: no, type: precision_at_5
value: 8.895999999999999
verified: no, type: recall_at_1
value: 21.995
verified: no, type: recall_at_10
value: 42.479
verified: no, type: recall_at_100
value: 65.337
verified: no, type: recall_at_1000
value: 83.23700000000001
verified: no, type: recall_at_3
value: 31.573
verified: no, type: recall_at_5
value: 36.684
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackTexRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 15.751000000000001
verified: no, type: map_at_10
value: 21.909
verified: no, type: map_at_100
value: 23.064
verified: no, type: map_at_1000
value: 23.205000000000002
verified: no, type: map_at_3
value: 20.138
verified: no, type: map_at_5
value: 20.973
verified: no, type: mrr_at_1
value: 19.305
verified: no, type: mrr_at_10
value: 25.647
verified: no, type: mrr_at_100
value: 26.659
verified: no, type: mrr_at_1000
value: 26.748
verified: no, type: mrr_at_3
value: 23.933
verified: no, type: mrr_at_5
value: 24.754
verified: no, type: ndcg_at_1
value: 19.305
verified: no, type: ndcg_at_10
value: 25.886
verified: no, type: ndcg_at_100
value: 31.56
verified: no, type: ndcg_at_1000
value: 34.799
verified: no, type: ndcg_at_3
value: 22.708000000000002
verified: no, type: ndcg_at_5
value: 23.838
verified: no, type: precision_at_1
value: 19.305
verified: no, type: precision_at_10
value: 4.677
verified: no, type: precision_at_100
value: 0.895
verified: no, type: precision_at_1000
value: 0.136
verified: no, type: precision_at_3
value: 10.771
verified: no, type: precision_at_5
value: 7.46
verified: no, type: recall_at_1
value: 15.751000000000001
verified: no, type: recall_at_10
value: 34.156
verified: no, type: recall_at_100
value: 59.899
verified: no, type: recall_at_1000
value: 83.08
verified: no, type: recall_at_3
value: 24.772
verified: no, type: recall_at_5
value: 28.009
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackUnixRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 23.34
verified: no, type: map_at_10
value: 32.383
verified: no, type: map_at_100
value: 33.629999999999995
verified: no, type: map_at_1000
value: 33.735
verified: no, type: map_at_3
value: 29.68
verified: no, type: map_at_5
value: 31.270999999999997
verified: no, type: mrr_at_1
value: 27.612
verified: no, type: mrr_at_10
value: 36.381
verified: no, type: mrr_at_100
value: 37.351
verified: no, type: mrr_at_1000
value: 37.411
verified: no, type: mrr_at_3
value: 33.893
verified: no, type: mrr_at_5
value: 35.353
verified: no, type: ndcg_at_1
value: 27.612
verified: no, type: ndcg_at_10
value: 37.714999999999996
verified: no, type: ndcg_at_100
value: 43.525000000000006
verified: no, type: ndcg_at_1000
value: 45.812999999999995
verified: no, type: ndcg_at_3
value: 32.796
verified: no, type: ndcg_at_5
value: 35.243
verified: no, type: precision_at_1
value: 27.612
verified: no, type: precision_at_10
value: 6.465
verified: no, type: precision_at_100
value: 1.0619999999999998
verified: no, type: precision_at_1000
value: 0.13699999999999998
verified: no, type: precision_at_3
value: 15.049999999999999
verified: no, type: precision_at_5
value: 10.764999999999999
verified: no, type: recall_at_1
value: 23.34
verified: no, type: recall_at_10
value: 49.856
verified: no, type: recall_at_100
value: 75.334
verified: no, type: recall_at_1000
value: 91.156
verified: no, type: recall_at_3
value: 36.497
verified: no, type: recall_at_5
value: 42.769
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackWebmastersRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 25.097
verified: no, type: map_at_10
value: 34.599999999999994
verified: no, type: map_at_100
value: 36.174
verified: no, type: map_at_1000
value: 36.398
verified: no, type: map_at_3
value: 31.781
verified: no, type: map_at_5
value: 33.22
verified: no, type: mrr_at_1
value: 31.225
verified: no, type: mrr_at_10
value: 39.873
verified: no, type: mrr_at_100
value: 40.853
verified: no, type: mrr_at_1000
value: 40.904
verified: no, type: mrr_at_3
value: 37.681
verified: no, type: mrr_at_5
value: 38.669
verified: no, type: ndcg_at_1
value: 31.225
verified: no, type: ndcg_at_10
value: 40.586
verified: no, type: ndcg_at_100
value: 46.226
verified: no, type: ndcg_at_1000
value: 48.788
verified: no, type: ndcg_at_3
value: 36.258
verified: no, type: ndcg_at_5
value: 37.848
verified: no, type: precision_at_1
value: 31.225
verified: no, type: precision_at_10
value: 7.707999999999999
verified: no, type: precision_at_100
value: 1.536
verified: no, type: precision_at_1000
value: 0.242
verified: no, type: precision_at_3
value: 17.26
verified: no, type: precision_at_5
value: 12.253
verified: no, type: recall_at_1
value: 25.097
verified: no, type: recall_at_10
value: 51.602000000000004
verified: no, type: recall_at_100
value: 76.854
verified: no, type: recall_at_1000
value: 93.303
verified: no, type: recall_at_3
value: 38.68
verified: no, type: recall_at_5
value: 43.258
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackWordpressRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 17.689
verified: no, type: map_at_10
value: 25.291000000000004
verified: no, type: map_at_100
value: 26.262
verified: no, type: map_at_1000
value: 26.372
verified: no, type: map_at_3
value: 22.916
verified: no, type: map_at_5
value: 24.315
verified: no, type: mrr_at_1
value: 19.409000000000002
verified: no, type: mrr_at_10
value: 27.233
verified: no, type: mrr_at_100
value: 28.109
verified: no, type: mrr_at_1000
value: 28.192
verified: no, type: mrr_at_3
value: 24.892
verified: no, type: mrr_at_5
value: 26.278000000000002
verified: no, type: ndcg_at_1
value: 19.409000000000002
verified: no, type: ndcg_at_10
value: 29.809
verified: no, type: ndcg_at_100
value: 34.936
verified: no, type: ndcg_at_1000
value: 37.852000000000004
verified: no, type: ndcg_at_3
value: 25.179000000000002
verified: no, type: ndcg_at_5
value: 27.563
verified: no, type: precision_at_1
value: 19.409000000000002
verified: no, type: precision_at_10
value: 4.861
verified: no, type: precision_at_100
value: 0.8
verified: no, type: precision_at_1000
value: 0.116
verified: no, type: precision_at_3
value: 11.029
verified: no, type: precision_at_5
value: 7.985
verified: no, type: recall_at_1
value: 17.689
verified: no, type: recall_at_10
value: 41.724
verified: no, type: recall_at_100
value: 65.95299999999999
verified: no, type: recall_at_1000
value: 88.094
verified: no, type: recall_at_3
value: 29.621
verified: no, type: recall_at_5
value: 35.179
verified: no, task: type: Retrieval
dataset: type: climate-fever
name: MTEB ClimateFEVER
config: default
split: test
revision: None
metrics: type: map_at_1
value: 10.581
verified: no, type: map_at_10
value: 18.944
verified: no, type: map_at_100
value: 20.812
verified: no, type: map_at_1000
value: 21.002000000000002
verified: no, type: map_at_3
value: 15.661
verified: no, type: map_at_5
value: 17.502000000000002
verified: no, type: mrr_at_1
value: 23.388
verified: no, type: mrr_at_10
value: 34.263
verified: no, type: mrr_at_100
value: 35.364000000000004
verified: no, type: mrr_at_1000
value: 35.409
verified: no, type: mrr_at_3
value: 30.586000000000002
verified: no, type: mrr_at_5
value: 32.928000000000004
verified: no, type: ndcg_at_1
value: 23.388
verified: no, type: ndcg_at_10
value: 26.56
verified: no, type: ndcg_at_100
value: 34.248
verified: no, type: ndcg_at_1000
value: 37.779
verified: no, type: ndcg_at_3
value: 21.179000000000002
verified: no, type: ndcg_at_5
value: 23.504
verified: no, type: precision_at_1
value: 23.388
verified: no, type: precision_at_10
value: 8.476
verified: no, type: precision_at_100
value: 1.672
verified: no, type: precision_at_1000
value: 0.233
verified: no, type: precision_at_3
value: 15.852
verified: no, type: precision_at_5
value: 12.73
verified: no, type: recall_at_1
value: 10.581
verified: no, type: recall_at_10
value: 32.512
verified: no, type: recall_at_100
value: 59.313
verified: no, type: recall_at_1000
value: 79.25
verified: no, type: recall_at_3
value: 19.912
verified: no, type: recall_at_5
value: 25.832
verified: no, task: type: Retrieval
dataset: type: dbpedia-entity
name: MTEB DBPedia
config: default
split: test
revision: None
metrics: type: map_at_1
value: 9.35
verified: no, type: map_at_10
value: 20.134
verified: no, type: map_at_100
value: 28.975
verified: no, type: map_at_1000
value: 30.709999999999997
verified: no, type: map_at_3
value: 14.513000000000002
verified: no, type: map_at_5
value: 16.671
verified: no, type: mrr_at_1
value: 69.75
verified: no, type: mrr_at_10
value: 77.67699999999999
verified: no, type: mrr_at_100
value: 77.97500000000001
verified: no, type: mrr_at_1000
value: 77.985
verified: no, type: mrr_at_3
value: 76.292
verified: no, type: mrr_at_5
value: 77.179
verified: no, type: ndcg_at_1
value: 56.49999999999999
verified: no, type: ndcg_at_10
value: 42.226
verified: no, type: ndcg_at_100
value: 47.562
verified: no, type: ndcg_at_1000
value: 54.923
verified: no, type: ndcg_at_3
value: 46.564
verified: no, type: ndcg_at_5
value: 43.830000000000005
verified: no, type: precision_at_1
value: 69.75
verified: no, type: precision_at_10
value: 33.525
verified: no, type: precision_at_100
value: 11.035
verified: no, type: precision_at_1000
value: 2.206
verified: no, type: precision_at_3
value: 49.75
verified: no, type: precision_at_5
value: 42
verified: no, type: recall_at_1
value: 9.35
verified: no, type: recall_at_10
value: 25.793
verified: no, type: recall_at_100
value: 54.186
verified: no, type: recall_at_1000
value: 77.81
verified: no, type: recall_at_3
value: 15.770000000000001
verified: no, type: recall_at_5
value: 19.09
verified: no, task: type: Classification
dataset: type: mteb/emotion
name: MTEB EmotionClassification
config: default
split: test
revision: 4f58c6b202a23cf9a4da393831edf4f9183cad37
metrics: type: accuracy
value: 46.945
verified: no, type: f1
value: 42.07407842992542
verified: no, task: type: Retrieval
dataset: type: fever
name: MTEB FEVER
config: default
split: test
revision: None
metrics: type: map_at_1
value: 71.04599999999999
verified: no, type: map_at_10
value: 80.718
verified: no, type: map_at_100
value: 80.961
verified: no, type: map_at_1000
value: 80.974
verified: no, type: map_at_3
value: 79.49199999999999
verified: no, type: map_at_5
value: 80.32000000000001
verified: no, type: mrr_at_1
value: 76.388
verified: no, type: mrr_at_10
value: 85.214
verified: no, type: mrr_at_100
value: 85.302
verified: no, type: mrr_at_1000
value: 85.302
verified: no, type: mrr_at_3
value: 84.373
verified: no, type: mrr_at_5
value: 84.979
verified: no, type: ndcg_at_1
value: 76.388
verified: no, type: ndcg_at_10
value: 84.987
verified: no, type: ndcg_at_100
value: 85.835
verified: no, type: ndcg_at_1000
value: 86.04899999999999
verified: no, type: ndcg_at_3
value: 83.04
verified: no, type: ndcg_at_5
value: 84.22500000000001
verified: no, type: precision_at_1
value: 76.388
verified: no, type: precision_at_10
value: 10.35
verified: no, type: precision_at_100
value: 1.099
verified: no, type: precision_at_1000
value: 0.11399999999999999
verified: no, type: precision_at_3
value: 32.108
verified: no, type: precision_at_5
value: 20.033
verified: no, type: recall_at_1
value: 71.04599999999999
verified: no, type: recall_at_10
value: 93.547
verified: no, type: recall_at_100
value: 96.887
verified: no, type: recall_at_1000
value: 98.158
verified: no, type: recall_at_3
value: 88.346
verified: no, type: recall_at_5
value: 91.321
verified: no, task: type: Retrieval
dataset: type: fiqa
name: MTEB FiQA2018
config: default
split: test
revision: None
metrics: type: map_at_1
value: 19.8
verified: no, type: map_at_10
value: 31.979999999999997
verified: no, type: map_at_100
value: 33.876
verified: no, type: map_at_1000
value: 34.056999999999995
verified: no, type: map_at_3
value: 28.067999999999998
verified: no, type: map_at_5
value: 30.066
verified: no, type: mrr_at_1
value: 38.735
verified: no, type: mrr_at_10
value: 47.749
verified: no, type: mrr_at_100
value: 48.605
verified: no, type: mrr_at_1000
value: 48.644999999999996
verified: no, type: mrr_at_3
value: 45.165
verified: no, type: mrr_at_5
value: 46.646
verified: no, type: ndcg_at_1
value: 38.735
verified: no, type: ndcg_at_10
value: 39.883
verified: no, type: ndcg_at_100
value: 46.983000000000004
verified: no, type: ndcg_at_1000
value: 50.043000000000006
verified: no, type: ndcg_at_3
value: 35.943000000000005
verified: no, type: ndcg_at_5
value: 37.119
verified: no, type: precision_at_1
value: 38.735
verified: no, type: precision_at_10
value: 10.940999999999999
verified: no, type: precision_at_100
value: 1.836
verified: no, type: precision_at_1000
value: 0.23900000000000002
verified: no, type: precision_at_3
value: 23.817
verified: no, type: precision_at_5
value: 17.346
verified: no, type: recall_at_1
value: 19.8
verified: no, type: recall_at_10
value: 47.082
verified: no, type: recall_at_100
value: 73.247
verified: no, type: recall_at_1000
value: 91.633
verified: no, type: recall_at_3
value: 33.201
verified: no, type: recall_at_5
value: 38.81
verified: no, task: type: Retrieval
dataset: type: hotpotqa
name: MTEB HotpotQA
config: default
split: test
revision: None
metrics: type: map_at_1
value: 38.102999999999994
verified: no, type: map_at_10
value: 60.547
verified: no, type: map_at_100
value: 61.466
verified: no, type: map_at_1000
value: 61.526
verified: no, type: map_at_3
value: 56.973
verified: no, type: map_at_5
value: 59.244
verified: no, type: mrr_at_1
value: 76.205
verified: no, type: mrr_at_10
value: 82.816
verified: no, type: mrr_at_100
value: 83.002
verified: no, type: mrr_at_1000
value: 83.009
verified: no, type: mrr_at_3
value: 81.747
verified: no, type: mrr_at_5
value: 82.467
verified: no, type: ndcg_at_1
value: 76.205
verified: no, type: ndcg_at_10
value: 69.15
verified: no, type: ndcg_at_100
value: 72.297
verified: no, type: ndcg_at_1000
value: 73.443
verified: no, type: ndcg_at_3
value: 64.07000000000001
verified: no, type: ndcg_at_5
value: 66.96600000000001
verified: no, type: precision_at_1
value: 76.205
verified: no, type: precision_at_10
value: 14.601
verified: no, type: precision_at_100
value: 1.7049999999999998
verified: no, type: precision_at_1000
value: 0.186
verified: no, type: precision_at_3
value: 41.202
verified: no, type: precision_at_5
value: 27.006000000000004
verified: no, type: recall_at_1
value: 38.102999999999994
verified: no, type: recall_at_10
value: 73.005
verified: no, type: recall_at_100
value: 85.253
verified: no, type: recall_at_1000
value: 92.795
verified: no, type: recall_at_3
value: 61.803
verified: no, type: recall_at_5
value: 67.515
verified: no, task: type: Classification
dataset: type: mteb/imdb
name: MTEB ImdbClassification
config: default
split: test
revision: 3d86128a09e091d6018b6d26cad27f2739fc2db7
metrics: type: accuracy
value: 86.15
verified: no, type: ap
value: 80.36282825265391
verified: no, type: f1
value: 86.07368510726472
verified: no, task: type: Retrieval
dataset: type: msmarco
name: MTEB MSMARCO
config: default
split: dev
revision: None
metrics: type: map_at_1
value: 22.6
verified: no, type: map_at_10
value: 34.887
verified: no, type: map_at_100
value: 36.069
verified: no, type: map_at_1000
value: 36.115
verified: no, type: map_at_3
value: 31.067
verified: no, type: map_at_5
value: 33.300000000000004
verified: no, type: mrr_at_1
value: 23.238
verified: no, type: mrr_at_10
value: 35.47
verified: no, type: mrr_at_100
value: 36.599
verified: no, type: mrr_at_1000
value: 36.64
verified: no, type: mrr_at_3
value: 31.735999999999997
verified: no, type: mrr_at_5
value: 33.939
verified: no, type: ndcg_at_1
value: 23.252
verified: no, type: ndcg_at_10
value: 41.765
verified: no, type: ndcg_at_100
value: 47.402
verified: no, type: ndcg_at_1000
value: 48.562
verified: no, type: ndcg_at_3
value: 34.016999999999996
verified: no, type: ndcg_at_5
value: 38.016
verified: no, type: precision_at_1
value: 23.252
verified: no, type: precision_at_10
value: 6.569
verified: no, type: precision_at_100
value: 0.938
verified: no, type: precision_at_1000
value: 0.104
verified: no, type: precision_at_3
value: 14.479000000000001
verified: no, type: precision_at_5
value: 10.722
verified: no, type: recall_at_1
value: 22.6
verified: no, type: recall_at_10
value: 62.919000000000004
verified: no, type: recall_at_100
value: 88.82
verified: no, type: recall_at_1000
value: 97.71600000000001
verified: no, type: recall_at_3
value: 41.896
verified: no, type: recall_at_5
value: 51.537
verified: no, task: type: Classification
dataset: type: mteb/mtop_domain
name: MTEB MTOPDomainClassification (en)
config: en
split: test
revision: d80d48c1eb48d3562165c59d59d0034df9fff0bf
metrics: type: accuracy
value: 93.69357045143639
verified: no, type: f1
value: 93.55489858177597
verified: no, task: type: Classification
dataset: type: mteb/mtop_intent
name: MTEB MTOPIntentClassification (en)
config: en
split: test
revision: ae001d0e6b1228650b7bd1c2c65fb50ad11a8aba
metrics: type: accuracy
value: 75.31235750114
verified: no, type: f1
value: 57.891491963121155
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: 73.04303967720243
verified: no, type: f1
value: 70.51516022297616
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: 77.65299260255549
verified: no, type: f1
value: 77.49059766538576
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: 31.458906115906597
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: 28.9851513122443
verified: no, task: type: Reranking
dataset: type: mteb/mind_small
name: MTEB MindSmallReranking
config: default
split: test
revision: 3bdac13927fdc888b903db93b2ffdbd90b295a69
metrics: type: map
value: 31.2916268497217
verified: no, type: mrr
value: 32.328276715593816
verified: no, task: type: Retrieval
dataset: type: nfcorpus
name: MTEB NFCorpus
config: default
split: test
revision: None
metrics: type: map_at_1
value: 6.3740000000000006
verified: no, type: map_at_10
value: 13.089999999999998
verified: no, type: map_at_100
value: 16.512
verified: no, type: map_at_1000
value: 18.014
verified: no, type: map_at_3
value: 9.671000000000001
verified: no, type: map_at_5
value: 11.199
verified: no, type: mrr_at_1
value: 46.749
verified: no, type: mrr_at_10
value: 55.367
verified: no, type: mrr_at_100
value: 56.021
verified: no, type: mrr_at_1000
value: 56.058
verified: no, type: mrr_at_3
value: 53.30200000000001
verified: no, type: mrr_at_5
value: 54.773
verified: no, type: ndcg_at_1
value: 45.046
verified: no, type: ndcg_at_10
value: 35.388999999999996
verified: no, type: ndcg_at_100
value: 32.175
verified: no, type: ndcg_at_1000
value: 41.018
verified: no, type: ndcg_at_3
value: 40.244
verified: no, type: ndcg_at_5
value: 38.267
verified: no, type: precision_at_1
value: 46.749
verified: no, type: precision_at_10
value: 26.563
verified: no, type: precision_at_100
value: 8.074
verified: no, type: precision_at_1000
value: 2.099
verified: no, type: precision_at_3
value: 37.358000000000004
verified: no, type: precision_at_5
value: 33.003
verified: no, type: recall_at_1
value: 6.3740000000000006
verified: no, type: recall_at_10
value: 16.805999999999997
verified: no, type: recall_at_100
value: 31.871
verified: no, type: recall_at_1000
value: 64.098
verified: no, type: recall_at_3
value: 10.383000000000001
verified: no, type: recall_at_5
value: 13.166
verified: no, task: type: Retrieval
dataset: type: nq
name: MTEB NQ
config: default
split: test
revision: None
metrics: type: map_at_1
value: 34.847
verified: no, type: map_at_10
value: 50.532
verified: no, type: map_at_100
value: 51.504000000000005
verified: no, type: map_at_1000
value: 51.528
verified: no, type: map_at_3
value: 46.219
verified: no, type: map_at_5
value: 48.868
verified: no, type: mrr_at_1
value: 39.137
verified: no, type: mrr_at_10
value: 53.157
verified: no, type: mrr_at_100
value: 53.839999999999996
verified: no, type: mrr_at_1000
value: 53.857
verified: no, type: mrr_at_3
value: 49.667
verified: no, type: mrr_at_5
value: 51.847
verified: no, type: ndcg_at_1
value: 39.108
verified: no, type: ndcg_at_10
value: 58.221000000000004
verified: no, type: ndcg_at_100
value: 62.021
verified: no, type: ndcg_at_1000
value: 62.57
verified: no, type: ndcg_at_3
value: 50.27199999999999
verified: no, type: ndcg_at_5
value: 54.623999999999995
verified: no, type: precision_at_1
value: 39.108
verified: no, type: precision_at_10
value: 9.397
verified: no, type: precision_at_100
value: 1.1520000000000001
verified: no, type: precision_at_1000
value: 0.12
verified: no, type: precision_at_3
value: 22.644000000000002
verified: no, type: precision_at_5
value: 16.141
verified: no, type: recall_at_1
value: 34.847
verified: no, type: recall_at_10
value: 78.945
verified: no, type: recall_at_100
value: 94.793
verified: no, type: recall_at_1000
value: 98.904
verified: no, type: recall_at_3
value: 58.56
verified: no, type: recall_at_5
value: 68.535
verified: no, task: type: Retrieval
dataset: type: quora
name: MTEB QuoraRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 68.728
verified: no, type: map_at_10
value: 82.537
verified: no, type: map_at_100
value: 83.218
verified: no, type: map_at_1000
value: 83.238
verified: no, type: map_at_3
value: 79.586
verified: no, type: map_at_5
value: 81.416
verified: no, type: mrr_at_1
value: 79.17999999999999
verified: no, type: mrr_at_10
value: 85.79299999999999
verified: no, type: mrr_at_100
value: 85.937
verified: no, type: mrr_at_1000
value: 85.938
verified: no, type: mrr_at_3
value: 84.748
verified: no, type: mrr_at_5
value: 85.431
verified: no, type: ndcg_at_1
value: 79.17
verified: no, type: ndcg_at_10
value: 86.555
verified: no, type: ndcg_at_100
value: 88.005
verified: no, type: ndcg_at_1000
value: 88.146
verified: no, type: ndcg_at_3
value: 83.557
verified: no, type: ndcg_at_5
value: 85.152
verified: no, type: precision_at_1
value: 79.17
verified: no, type: precision_at_10
value: 13.163
verified: no, type: precision_at_100
value: 1.52
verified: no, type: precision_at_1000
value: 0.156
verified: no, type: precision_at_3
value: 36.53
verified: no, type: precision_at_5
value: 24.046
verified: no, type: recall_at_1
value: 68.728
verified: no, type: recall_at_10
value: 94.217
verified: no, type: recall_at_100
value: 99.295
verified: no, type: recall_at_1000
value: 99.964
verified: no, type: recall_at_3
value: 85.646
verified: no, type: recall_at_5
value: 90.113
verified: no, task: type: Clustering
dataset: type: mteb/reddit-clustering
name: MTEB RedditClustering
config: default
split: test
revision: 24640382cdbf8abc73003fb0fa6d111a705499eb
metrics: type: v_measure
value: 56.15680266226348
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: 63.4318549229047
verified: no, task: type: Retrieval
dataset: type: scidocs
name: MTEB SCIDOCS
config: default
split: test
revision: None
metrics: type: map_at_1
value: 4.353
verified: no, type: map_at_10
value: 10.956000000000001
verified: no, type: map_at_100
value: 12.873999999999999
verified: no, type: map_at_1000
value: 13.177
verified: no, type: map_at_3
value: 7.854
verified: no, type: map_at_5
value: 9.327
verified: no, type: mrr_at_1
value: 21.4
verified: no, type: mrr_at_10
value: 31.948999999999998
verified: no, type: mrr_at_100
value: 33.039
verified: no, type: mrr_at_1000
value: 33.106
verified: no, type: mrr_at_3
value: 28.449999999999996
verified: no, type: mrr_at_5
value: 30.535
verified: no, type: ndcg_at_1
value: 21.4
verified: no, type: ndcg_at_10
value: 18.694
verified: no, type: ndcg_at_100
value: 26.275
verified: no, type: ndcg_at_1000
value: 31.836
verified: no, type: ndcg_at_3
value: 17.559
verified: no, type: ndcg_at_5
value: 15.372
verified: no, type: precision_at_1
value: 21.4
verified: no, type: precision_at_10
value: 9.790000000000001
verified: no, type: precision_at_100
value: 2.0709999999999997
verified: no, type: precision_at_1000
value: 0.34099999999999997
verified: no, type: precision_at_3
value: 16.467000000000002
verified: no, type: precision_at_5
value: 13.54
verified: no, type: recall_at_1
value: 4.353
verified: no, type: recall_at_10
value: 19.892000000000003
verified: no, type: recall_at_100
value: 42.067
verified: no, type: recall_at_1000
value: 69.268
verified: no, type: recall_at_3
value: 10.042
verified: no, type: recall_at_5
value: 13.741999999999999
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: 83.75433886279843
verified: no, type: cos_sim_spearman
value: 78.29727771767095
verified: no, type: euclidean_pearson
value: 80.83057828506621
verified: no, type: euclidean_spearman
value: 78.35203149750356
verified: no, type: manhattan_pearson
value: 80.7403553891142
verified: no, type: manhattan_spearman
value: 78.33670488531051
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: 84.59999465280839
verified: no, type: cos_sim_spearman
value: 75.79279003980383
verified: no, type: euclidean_pearson
value: 82.29895375956758
verified: no, type: euclidean_spearman
value: 77.33856514102094
verified: no, type: manhattan_pearson
value: 82.22694214534756
verified: no, type: manhattan_spearman
value: 77.3028993008695
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: 83.09296929691297
verified: no, type: cos_sim_spearman
value: 83.58056936846941
verified: no, type: euclidean_pearson
value: 83.84067483060005
verified: no, type: euclidean_spearman
value: 84.45155680480985
verified: no, type: manhattan_pearson
value: 83.82353052971942
verified: no, type: manhattan_spearman
value: 84.43030567861112
verified: no, task: type: STS
dataset: type: mteb/sts14-sts
name: MTEB STS14
config: default
split: test
revision: 6031580fec1f6af667f0bd2da0a551cf4f0b2375
metrics: type: cos_sim_pearson
value: 82.74616852320915
verified: no, type: cos_sim_spearman
value: 79.948683747966
verified: no, type: euclidean_pearson
value: 81.55702283757084
verified: no, type: euclidean_spearman
value: 80.1721505114231
verified: no, type: manhattan_pearson
value: 81.52251518619441
verified: no, type: manhattan_spearman
value: 80.1469800135577
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: 87.97170104226318
verified: no, type: cos_sim_spearman
value: 88.82021731518206
verified: no, type: euclidean_pearson
value: 87.92950547187615
verified: no, type: euclidean_spearman
value: 88.67043634645866
verified: no, type: manhattan_pearson
value: 87.90668112827639
verified: no, type: manhattan_spearman
value: 88.64471082785317
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: 83.02790375770599
verified: no, type: cos_sim_spearman
value: 84.46308496590792
verified: no, type: euclidean_pearson
value: 84.29430000414911
verified: no, type: euclidean_spearman
value: 84.77298303589936
verified: no, type: manhattan_pearson
value: 84.23919291368665
verified: no, type: manhattan_spearman
value: 84.75272234871308
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: 87.62885108477064
verified: no, type: cos_sim_spearman
value: 87.58456196391622
verified: no, type: euclidean_pearson
value: 88.2602775281007
verified: no, type: euclidean_spearman
value: 87.51556278299846
verified: no, type: manhattan_pearson
value: 88.11224053672842
verified: no, type: manhattan_spearman
value: 87.4336094383095
verified: no, task: type: STS
dataset: type: mteb/sts22-crosslingual-sts
name: MTEB STS22 (en)
config: en
split: test
revision: 6d1ba47164174a496b7fa5d3569dae26a6813b80
metrics: type: cos_sim_pearson
value: 63.98187965128411
verified: no, type: cos_sim_spearman
value: 64.0653163219731
verified: no, type: euclidean_pearson
value: 62.30616725924099
verified: no, type: euclidean_spearman
value: 61.556971332295916
verified: no, type: manhattan_pearson
value: 62.07642330128549
verified: no, type: manhattan_spearman
value: 61.155494129828
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: 85.6089703921826
verified: no, type: cos_sim_spearman
value: 86.52303197250791
verified: no, type: euclidean_pearson
value: 85.95801955963246
verified: no, type: euclidean_spearman
value: 86.25242424112962
verified: no, type: manhattan_pearson
value: 85.88829100470312
verified: no, type: manhattan_spearman
value: 86.18742955805165
verified: no, task: type: Reranking
dataset: type: mteb/scidocs-reranking
name: MTEB SciDocsRR
config: default
split: test
revision: d3c5e1fc0b855ab6097bf1cda04dd73947d7caab
metrics: type: map
value: 83.02282098487036
verified: no, type: mrr
value: 95.05126409538174
verified: no, task: type: Retrieval
dataset: type: scifact
name: MTEB SciFact
config: default
split: test
revision: None
metrics: type: map_at_1
value: 55.928
verified: no, type: map_at_10
value: 67.308
verified: no, type: map_at_100
value: 67.89500000000001
verified: no, type: map_at_1000
value: 67.91199999999999
verified: no, type: map_at_3
value: 65.091
verified: no, type: map_at_5
value: 66.412
verified: no, type: mrr_at_1
value: 58.667
verified: no, type: mrr_at_10
value: 68.401
verified: no, type: mrr_at_100
value: 68.804
verified: no, type: mrr_at_1000
value: 68.819
verified: no, type: mrr_at_3
value: 66.72200000000001
verified: no, type: mrr_at_5
value: 67.72200000000001
verified: no, type: ndcg_at_1
value: 58.667
verified: no, type: ndcg_at_10
value: 71.944
verified: no, type: ndcg_at_100
value: 74.464
verified: no, type: ndcg_at_1000
value: 74.82799999999999
verified: no, type: ndcg_at_3
value: 68.257
verified: no, type: ndcg_at_5
value: 70.10300000000001
verified: no, type: precision_at_1
value: 58.667
verified: no, type: precision_at_10
value: 9.533
verified: no, type: precision_at_100
value: 1.09
verified: no, type: precision_at_1000
value: 0.11199999999999999
verified: no, type: precision_at_3
value: 27.222
verified: no, type: precision_at_5
value: 17.533
verified: no, type: recall_at_1
value: 55.928
verified: no, type: recall_at_10
value: 84.65
verified: no, type: recall_at_100
value: 96.267
verified: no, type: recall_at_1000
value: 99
verified: no, type: recall_at_3
value: 74.656
verified: no, type: recall_at_5
value: 79.489
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: 99.79009900990098
verified: no, type: cos_sim_ap
value: 94.5795129511524
verified: no, type: cos_sim_f1
value: 89.34673366834171
verified: no, type: cos_sim_precision
value: 89.79797979797979
verified: no, type: cos_sim_recall
value: 88.9
verified: no, type: dot_accuracy
value: 99.53465346534654
verified: no, type: dot_ap
value: 81.56492504352725
verified: no, type: dot_f1
value: 76.33816908454227
verified: no, type: dot_precision
value: 76.37637637637637
verified: no, type: dot_recall
value: 76.3
verified: no, type: euclidean_accuracy
value: 99.78514851485149
verified: no, type: euclidean_ap
value: 94.59134620408962
verified: no, type: euclidean_f1
value: 88.96484375
verified: no, type: euclidean_precision
value: 86.92748091603053
verified: no, type: euclidean_recall
value: 91.10000000000001
verified: no, type: manhattan_accuracy
value: 99.78415841584159
verified: no, type: manhattan_ap
value: 94.5190197328845
verified: no, type: manhattan_f1
value: 88.84462151394423
verified: no, type: manhattan_precision
value: 88.4920634920635
verified: no, type: manhattan_recall
value: 89.2
verified: no, type: max_accuracy
value: 99.79009900990098
verified: no, type: max_ap
value: 94.59134620408962
verified: no, type: max_f1
value: 89.34673366834171
verified: no, task: type: Clustering
dataset: type: mteb/stackexchange-clustering
name: MTEB StackExchangeClustering
config: default
split: test
revision: 6cbc1f7b2bc0622f2e39d2c77fa502909748c259
metrics: type: v_measure
value: 65.1487505617497
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: 32.502518166001856
verified: no, task: type: Reranking
dataset: type: mteb/stackoverflowdupquestions-reranking
name: MTEB StackOverflowDupQuestions
config: default
split: test
revision: e185fbe320c72810689fc5848eb6114e1ef5ec69
metrics: type: map
value: 50.33775480236701
verified: no, type: mrr
value: 51.17302223919871
verified: no, task: type: Summarization
dataset: type: mteb/summeval
name: MTEB SummEval
config: default
split: test
revision: cda12ad7615edc362dbf25a00fdd61d3b1eaf93c
metrics: type: cos_sim_pearson
value: 30.561111309808208
verified: no, type: cos_sim_spearman
value: 30.2839254379273
verified: no, type: dot_pearson
value: 29.560242291401973
verified: no, type: dot_spearman
value: 30.51527274679116
verified: no, task: type: Retrieval
dataset: type: trec-covid
name: MTEB TRECCOVID
config: default
split: test
revision: None
metrics: type: map_at_1
value: 0.215
verified: no, type: map_at_10
value: 1.752
verified: no, type: map_at_100
value: 9.258
verified: no, type: map_at_1000
value: 23.438
verified: no, type: map_at_3
value: 0.6
verified: no, type: map_at_5
value: 0.968
verified: no, type: mrr_at_1
value: 84
verified: no, type: mrr_at_10
value: 91.333
verified: no, type: mrr_at_100
value: 91.333
verified: no, type: mrr_at_1000
value: 91.333
verified: no, type: mrr_at_3
value: 91.333
verified: no, type: mrr_at_5
value: 91.333
verified: no, type: ndcg_at_1
value: 75
verified: no, type: ndcg_at_10
value: 69.596
verified: no, type: ndcg_at_100
value: 51.970000000000006
verified: no, type: ndcg_at_1000
value: 48.864999999999995
verified: no, type: ndcg_at_3
value: 73.92699999999999
verified: no, type: ndcg_at_5
value: 73.175
verified: no, type: precision_at_1
value: 84
verified: no, type: precision_at_10
value: 74
verified: no, type: precision_at_100
value: 53.2
verified: no, type: precision_at_1000
value: 21.836
verified: no, type: precision_at_3
value: 79.333
verified: no, type: precision_at_5
value: 78.4
verified: no, type: recall_at_1
value: 0.215
verified: no, type: recall_at_10
value: 1.9609999999999999
verified: no, type: recall_at_100
value: 12.809999999999999
verified: no, type: recall_at_1000
value: 46.418
verified: no, type: recall_at_3
value: 0.6479999999999999
verified: no, type: recall_at_5
value: 1.057
verified: no, task: type: Retrieval
dataset: type: webis-touche2020
name: MTEB Touche2020
config: default
split: test
revision: None
metrics: type: map_at_1
value: 3.066
verified: no, type: map_at_10
value: 10.508000000000001
verified: no, type: map_at_100
value: 16.258
verified: no, type: map_at_1000
value: 17.705000000000002
verified: no, type: map_at_3
value: 6.157
verified: no, type: map_at_5
value: 7.510999999999999
verified: no, type: mrr_at_1
value: 34.694
verified: no, type: mrr_at_10
value: 48.786
verified: no, type: mrr_at_100
value: 49.619
verified: no, type: mrr_at_1000
value: 49.619
verified: no, type: mrr_at_3
value: 45.918
verified: no, type: mrr_at_5
value: 46.837
verified: no, type: ndcg_at_1
value: 31.633
verified: no, type: ndcg_at_10
value: 26.401999999999997
verified: no, type: ndcg_at_100
value: 37.139
verified: no, type: ndcg_at_1000
value: 48.012
verified: no, type: ndcg_at_3
value: 31.875999999999998
verified: no, type: ndcg_at_5
value: 27.383000000000003
verified: no, type: precision_at_1
value: 34.694
verified: no, type: precision_at_10
value: 22.857
verified: no, type: precision_at_100
value: 7.611999999999999
verified: no, type: precision_at_1000
value: 1.492
verified: no, type: precision_at_3
value: 33.333
verified: no, type: precision_at_5
value: 26.122
verified: no, type: recall_at_1
value: 3.066
verified: no, type: recall_at_10
value: 16.239
verified: no, type: recall_at_100
value: 47.29
verified: no, type: recall_at_1000
value: 81.137
verified: no, type: recall_at_3
value: 7.069
verified: no, type: recall_at_5
value: 9.483
verified: no, task: type: Classification
dataset: type: mteb/toxic_conversations_50k
name: MTEB ToxicConversationsClassification
config: default
split: test
revision: d7c0de2777da35d6aae2200a62c6e0e5af397c4c
metrics: type: accuracy
value: 72.1126
verified: no, type: ap
value: 14.710862719285753
verified: no, type: f1
value: 55.437808972378846
verified: no, task: type: Classification
dataset: type: mteb/tweet_sentiment_extraction
name: MTEB TweetSentimentExtractionClassification
config: default
split: test
revision: d604517c81ca91fe16a244d1248fc021f9ecee7a
metrics: type: accuracy
value: 60.39049235993209
verified: no, type: f1
value: 60.69810537250234
verified: no, task: type: Clustering
dataset: type: mteb/twentynewsgroups-clustering
name: MTEB TwentyNewsgroupsClustering
config: default
split: test
revision: 6125ec4e24fa026cec8a478383ee943acfbd5449
metrics: type: v_measure
value: 48.15576640316866
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: 86.52917684925792
verified: no, type: cos_sim_ap
value: 75.97497873817315
verified: no, type: cos_sim_f1
value: 70.01151926276718
verified: no, type: cos_sim_precision
value: 67.98409147402435
verified: no, type: cos_sim_recall
value: 72.16358839050132
verified: no, type: dot_accuracy
value: 82.47004828038385
verified: no, type: dot_ap
value: 62.48739894974198
verified: no, type: dot_f1
value: 59.13107511045656
verified: no, type: dot_precision
value: 55.27765029830197
verified: no, type: dot_recall
value: 63.562005277044854
verified: no, type: euclidean_accuracy
value: 86.46361089586935
verified: no, type: euclidean_ap
value: 75.59282886839452
verified: no, type: euclidean_f1
value: 69.6465443945099
verified: no, type: euclidean_precision
value: 64.52847175331982
verified: no, type: euclidean_recall
value: 75.64643799472296
verified: no, type: manhattan_accuracy
value: 86.43380818978363
verified: no, type: manhattan_ap
value: 75.5742420974403
verified: no, type: manhattan_f1
value: 69.8636926889715
verified: no, type: manhattan_precision
value: 65.8644859813084
verified: no, type: manhattan_recall
value: 74.37994722955145
verified: no, type: max_accuracy
value: 86.52917684925792
verified: no, type: max_ap
value: 75.97497873817315
verified: no, type: max_f1
value: 70.01151926276718
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: 89.29056545193464
verified: no, type: cos_sim_ap
value: 86.63028865482376
verified: no, type: cos_sim_f1
value: 79.18166458532285
verified: no, type: cos_sim_precision
value: 75.70585756426465
verified: no, type: cos_sim_recall
value: 82.99199260856174
verified: no, type: dot_accuracy
value: 85.23305002522606
verified: no, type: dot_ap
value: 76.0482687263196
verified: no, type: dot_f1
value: 70.80484330484332
verified: no, type: dot_precision
value: 65.86933474688577
verified: no, type: dot_recall
value: 76.53988296889437
verified: no, type: euclidean_accuracy
value: 89.26145845461248
verified: no, type: euclidean_ap
value: 86.54073288416006
verified: no, type: euclidean_f1
value: 78.9721371479794
verified: no, type: euclidean_precision
value: 76.68649354417525
verified: no, type: euclidean_recall
value: 81.39821373575609
verified: no, type: manhattan_accuracy
value: 89.22847052431405
verified: no, type: manhattan_ap
value: 86.51250729037905
verified: no, type: manhattan_f1
value: 78.94601825044894
verified: no, type: manhattan_precision
value: 75.32694594027555
verified: no, type: manhattan_recall
value: 82.93039728980598
verified: no, type: max_accuracy
value: 89.29056545193464
verified: no, type: max_ap
value: 86.63028865482376
verified: no, type: max_f1
value: 79.18166458532285
verified: no
language: en
license: mit
Likes: 14 | All-time downloads: 235497
Created: 2024-03-28 09:32:27