Model: infgrad/stella-base-en-v2
Author: infgrad
Pipeline: feature-extraction
Library: sentence-transformers
Tags: sentence-transformers, pytorch, bert, feature-extraction, sentence-similarity, mteb, en, arxiv:1612.00796, license:mit, model-index, text-embeddings-inference, endpoints_compatible, deploy:azure, region:us
Card metadata: tags: sentence-transformers, feature-extraction, sentence-similarity, mteb
model-index: name: stella-base-en-v2
results: task: type: Classification
dataset: type: mteb/amazon_counterfactual
name: MTEB AmazonCounterfactualClassification (en)
config: en
split: test
revision: e8379541af4e31359cca9fbcf4b00f2671dba205
metrics: type: accuracy
value: 77.19402985074628
verified: no, type: ap
value: 40.43267503017359
verified: no, type: f1
value: 71.15585210518594
verified: no, task: type: Classification
dataset: type: mteb/amazon_polarity
name: MTEB AmazonPolarityClassification
config: default
split: test
revision: e2d317d38cd51312af73b3d32a06d1a08b442046
metrics: type: accuracy
value: 93.256675
verified: no, type: ap
value: 90.00824833079179
verified: no, type: f1
value: 93.2473146151734
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: 49.612
verified: no, type: f1
value: 48.530785631574304
verified: no, task: type: Retrieval
dataset: type: arguana
name: MTEB ArguAna
config: default
split: test
revision: None
metrics: type: map_at_1
value: 37.411
verified: no, type: map_at_10
value: 52.673
verified: no, type: map_at_100
value: 53.410999999999994
verified: no, type: map_at_1000
value: 53.415
verified: no, type: map_at_3
value: 48.495
verified: no, type: map_at_5
value: 51.183
verified: no, type: mrr_at_1
value: 37.838
verified: no, type: mrr_at_10
value: 52.844
verified: no, type: mrr_at_100
value: 53.581999999999994
verified: no, type: mrr_at_1000
value: 53.586
verified: no, type: mrr_at_3
value: 48.672
verified: no, type: mrr_at_5
value: 51.272
verified: no, type: ndcg_at_1
value: 37.411
verified: no, type: ndcg_at_10
value: 60.626999999999995
verified: no, type: ndcg_at_100
value: 63.675000000000004
verified: no, type: ndcg_at_1000
value: 63.776999999999994
verified: no, type: ndcg_at_3
value: 52.148
verified: no, type: ndcg_at_5
value: 57.001999999999995
verified: no, type: precision_at_1
value: 37.411
verified: no, type: precision_at_10
value: 8.578
verified: no, type: precision_at_100
value: 0.989
verified: no, type: precision_at_1000
value: 0.1
verified: no, type: precision_at_3
value: 20.91
verified: no, type: precision_at_5
value: 14.908
verified: no, type: recall_at_1
value: 37.411
verified: no, type: recall_at_10
value: 85.775
verified: no, type: recall_at_100
value: 98.86200000000001
verified: no, type: recall_at_1000
value: 99.644
verified: no, type: recall_at_3
value: 62.731
verified: no, type: recall_at_5
value: 74.53800000000001
verified: no, task: type: Clustering
dataset: type: mteb/arxiv-clustering-p2p
name: MTEB ArxivClusteringP2P
config: default
split: test
revision: a122ad7f3f0291bf49cc6f4d32aa80929df69d5d
metrics: type: v_measure
value: 47.24219029437865
verified: no, task: type: Clustering
dataset: type: mteb/arxiv-clustering-s2s
name: MTEB ArxivClusteringS2S
config: default
split: test
revision: f910caf1a6075f7329cdf8c1a6135696f37dbd53
metrics: type: v_measure
value: 40.474604844291726
verified: no, task: type: Reranking
dataset: type: mteb/askubuntudupquestions-reranking
name: MTEB AskUbuntuDupQuestions
config: default
split: test
revision: 2000358ca161889fa9c082cb41daa8dcfb161a54
metrics: type: map
value: 62.720542706366054
verified: no, type: mrr
value: 75.59633733456448
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: 86.31345008397868
verified: no, type: cos_sim_spearman
value: 85.94292212320399
verified: no, type: euclidean_pearson
value: 85.03974302774525
verified: no, type: euclidean_spearman
value: 85.88087251659051
verified: no, type: manhattan_pearson
value: 84.91900996712951
verified: no, type: manhattan_spearman
value: 85.96701905781116
verified: no, task: type: Classification
dataset: type: mteb/banking77
name: MTEB Banking77Classification
config: default
split: test
revision: 0fd18e25b25c072e09e0d92ab615fda904d66300
metrics: type: accuracy
value: 84.72727272727273
verified: no, type: f1
value: 84.29572512364581
verified: no, task: type: Clustering
dataset: type: mteb/biorxiv-clustering-p2p
name: MTEB BiorxivClusteringP2P
config: default
split: test
revision: 65b79d1d13f80053f67aca9498d9402c2d9f1f40
metrics: type: v_measure
value: 39.55532460397536
verified: no, task: type: Clustering
dataset: type: mteb/biorxiv-clustering-s2s
name: MTEB BiorxivClusteringS2S
config: default
split: test
revision: 258694dd0231531bc1fd9de6ceb52a0853c6d908
metrics: type: v_measure
value: 35.91195973591251
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackAndroidRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 32.822
verified: no, type: map_at_10
value: 44.139
verified: no, type: map_at_100
value: 45.786
verified: no, type: map_at_1000
value: 45.906000000000006
verified: no, type: map_at_3
value: 40.637
verified: no, type: map_at_5
value: 42.575
verified: no, type: mrr_at_1
value: 41.059
verified: no, type: mrr_at_10
value: 50.751000000000005
verified: no, type: mrr_at_100
value: 51.548
verified: no, type: mrr_at_1000
value: 51.583999999999996
verified: no, type: mrr_at_3
value: 48.236000000000004
verified: no, type: mrr_at_5
value: 49.838
verified: no, type: ndcg_at_1
value: 41.059
verified: no, type: ndcg_at_10
value: 50.573
verified: no, type: ndcg_at_100
value: 56.25
verified: no, type: ndcg_at_1000
value: 58.004
verified: no, type: ndcg_at_3
value: 45.995000000000005
verified: no, type: ndcg_at_5
value: 48.18
verified: no, type: precision_at_1
value: 41.059
verified: no, type: precision_at_10
value: 9.757
verified: no, type: precision_at_100
value: 1.609
verified: no, type: precision_at_1000
value: 0.20600000000000002
verified: no, type: precision_at_3
value: 22.222
verified: no, type: precision_at_5
value: 16.023
verified: no, type: recall_at_1
value: 32.822
verified: no, type: recall_at_10
value: 61.794000000000004
verified: no, type: recall_at_100
value: 85.64699999999999
verified: no, type: recall_at_1000
value: 96.836
verified: no, type: recall_at_3
value: 47.999
verified: no, type: recall_at_5
value: 54.376999999999995
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackEnglishRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 29.579
verified: no, type: map_at_10
value: 39.787
verified: no, type: map_at_100
value: 40.976
verified: no, type: map_at_1000
value: 41.108
verified: no, type: map_at_3
value: 36.819
verified: no, type: map_at_5
value: 38.437
verified: no, type: mrr_at_1
value: 37.516
verified: no, type: mrr_at_10
value: 45.822
verified: no, type: mrr_at_100
value: 46.454
verified: no, type: mrr_at_1000
value: 46.495999999999995
verified: no, type: mrr_at_3
value: 43.556
verified: no, type: mrr_at_5
value: 44.814
verified: no, type: ndcg_at_1
value: 37.516
verified: no, type: ndcg_at_10
value: 45.5
verified: no, type: ndcg_at_100
value: 49.707
verified: no, type: ndcg_at_1000
value: 51.842
verified: no, type: ndcg_at_3
value: 41.369
verified: no, type: ndcg_at_5
value: 43.161
verified: no, type: precision_at_1
value: 37.516
verified: no, type: precision_at_10
value: 8.713
verified: no, type: precision_at_100
value: 1.38
verified: no, type: precision_at_1000
value: 0.188
verified: no, type: precision_at_3
value: 20.233999999999998
verified: no, type: precision_at_5
value: 14.280000000000001
verified: no, type: recall_at_1
value: 29.579
verified: no, type: recall_at_10
value: 55.458
verified: no, type: recall_at_100
value: 73.49799999999999
verified: no, type: recall_at_1000
value: 87.08200000000001
verified: no, type: recall_at_3
value: 42.858000000000004
verified: no, type: recall_at_5
value: 48.215
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackGamingRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 40.489999999999995
verified: no, type: map_at_10
value: 53.313
verified: no, type: map_at_100
value: 54.290000000000006
verified: no, type: map_at_1000
value: 54.346000000000004
verified: no, type: map_at_3
value: 49.983
verified: no, type: map_at_5
value: 51.867
verified: no, type: mrr_at_1
value: 46.27
verified: no, type: mrr_at_10
value: 56.660999999999994
verified: no, type: mrr_at_100
value: 57.274
verified: no, type: mrr_at_1000
value: 57.301
verified: no, type: mrr_at_3
value: 54.138
verified: no, type: mrr_at_5
value: 55.623999999999995
verified: no, type: ndcg_at_1
value: 46.27
verified: no, type: ndcg_at_10
value: 59.192
verified: no, type: ndcg_at_100
value: 63.026
verified: no, type: ndcg_at_1000
value: 64.079
verified: no, type: ndcg_at_3
value: 53.656000000000006
verified: no, type: ndcg_at_5
value: 56.387
verified: no, type: precision_at_1
value: 46.27
verified: no, type: precision_at_10
value: 9.511
verified: no, type: precision_at_100
value: 1.23
verified: no, type: precision_at_1000
value: 0.136
verified: no, type: precision_at_3
value: 24.096
verified: no, type: precision_at_5
value: 16.476
verified: no, type: recall_at_1
value: 40.489999999999995
verified: no, type: recall_at_10
value: 73.148
verified: no, type: recall_at_100
value: 89.723
verified: no, type: recall_at_1000
value: 97.073
verified: no, type: recall_at_3
value: 58.363
verified: no, type: recall_at_5
value: 65.083
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackGisRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 26.197
verified: no, type: map_at_10
value: 35.135
verified: no, type: map_at_100
value: 36.14
verified: no, type: map_at_1000
value: 36.216
verified: no, type: map_at_3
value: 32.358
verified: no, type: map_at_5
value: 33.814
verified: no, type: mrr_at_1
value: 28.475
verified: no, type: mrr_at_10
value: 37.096000000000004
verified: no, type: mrr_at_100
value: 38.006
verified: no, type: mrr_at_1000
value: 38.06
verified: no, type: mrr_at_3
value: 34.52
verified: no, type: mrr_at_5
value: 35.994
verified: no, type: ndcg_at_1
value: 28.475
verified: no, type: ndcg_at_10
value: 40.263
verified: no, type: ndcg_at_100
value: 45.327
verified: no, type: ndcg_at_1000
value: 47.225
verified: no, type: ndcg_at_3
value: 34.882000000000005
verified: no, type: ndcg_at_5
value: 37.347
verified: no, type: precision_at_1
value: 28.475
verified: no, type: precision_at_10
value: 6.249
verified: no, type: precision_at_100
value: 0.919
verified: no, type: precision_at_1000
value: 0.11199999999999999
verified: no, type: precision_at_3
value: 14.689
verified: no, type: precision_at_5
value: 10.237
verified: no, type: recall_at_1
value: 26.197
verified: no, type: recall_at_10
value: 54.17999999999999
verified: no, type: recall_at_100
value: 77.768
verified: no, type: recall_at_1000
value: 91.932
verified: no, type: recall_at_3
value: 39.804
verified: no, type: recall_at_5
value: 45.660000000000004
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackMathematicaRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 16.683
verified: no, type: map_at_10
value: 25.013999999999996
verified: no, type: map_at_100
value: 26.411
verified: no, type: map_at_1000
value: 26.531
verified: no, type: map_at_3
value: 22.357
verified: no, type: map_at_5
value: 23.982999999999997
verified: no, type: mrr_at_1
value: 20.896
verified: no, type: mrr_at_10
value: 29.758000000000003
verified: no, type: mrr_at_100
value: 30.895
verified: no, type: mrr_at_1000
value: 30.964999999999996
verified: no, type: mrr_at_3
value: 27.177
verified: no, type: mrr_at_5
value: 28.799999999999997
verified: no, type: ndcg_at_1
value: 20.896
verified: no, type: ndcg_at_10
value: 30.294999999999998
verified: no, type: ndcg_at_100
value: 36.68
verified: no, type: ndcg_at_1000
value: 39.519
verified: no, type: ndcg_at_3
value: 25.480999999999998
verified: no, type: ndcg_at_5
value: 28.027
verified: no, type: precision_at_1
value: 20.896
verified: no, type: precision_at_10
value: 5.56
verified: no, type: precision_at_100
value: 1.006
verified: no, type: precision_at_1000
value: 0.13899999999999998
verified: no, type: precision_at_3
value: 12.231
verified: no, type: precision_at_5
value: 9.104
verified: no, type: recall_at_1
value: 16.683
verified: no, type: recall_at_10
value: 41.807
verified: no, type: recall_at_100
value: 69.219
verified: no, type: recall_at_1000
value: 89.178
verified: no, type: recall_at_3
value: 28.772
verified: no, type: recall_at_5
value: 35.167
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackPhysicsRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 30.653000000000002
verified: no, type: map_at_10
value: 41.21
verified: no, type: map_at_100
value: 42.543
verified: no, type: map_at_1000
value: 42.657000000000004
verified: no, type: map_at_3
value: 38.094
verified: no, type: map_at_5
value: 39.966
verified: no, type: mrr_at_1
value: 37.824999999999996
verified: no, type: mrr_at_10
value: 47.087
verified: no, type: mrr_at_100
value: 47.959
verified: no, type: mrr_at_1000
value: 48.003
verified: no, type: mrr_at_3
value: 45.043
verified: no, type: mrr_at_5
value: 46.352
verified: no, type: ndcg_at_1
value: 37.824999999999996
verified: no, type: ndcg_at_10
value: 47.158
verified: no, type: ndcg_at_100
value: 52.65
verified: no, type: ndcg_at_1000
value: 54.644999999999996
verified: no, type: ndcg_at_3
value: 42.632999999999996
verified: no, type: ndcg_at_5
value: 44.994
verified: no, type: precision_at_1
value: 37.824999999999996
verified: no, type: precision_at_10
value: 8.498999999999999
verified: no, type: precision_at_100
value: 1.308
verified: no, type: precision_at_1000
value: 0.166
verified: no, type: precision_at_3
value: 20.308
verified: no, type: precision_at_5
value: 14.283000000000001
verified: no, type: recall_at_1
value: 30.653000000000002
verified: no, type: recall_at_10
value: 58.826
verified: no, type: recall_at_100
value: 81.94
verified: no, type: recall_at_1000
value: 94.71000000000001
verified: no, type: recall_at_3
value: 45.965
verified: no, type: recall_at_5
value: 52.294
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackProgrammersRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 26.71
verified: no, type: map_at_10
value: 36.001
verified: no, type: map_at_100
value: 37.416
verified: no, type: map_at_1000
value: 37.522
verified: no, type: map_at_3
value: 32.841
verified: no, type: map_at_5
value: 34.515
verified: no, type: mrr_at_1
value: 32.647999999999996
verified: no, type: mrr_at_10
value: 41.43
verified: no, type: mrr_at_100
value: 42.433
verified: no, type: mrr_at_1000
value: 42.482
verified: no, type: mrr_at_3
value: 39.117000000000004
verified: no, type: mrr_at_5
value: 40.35
verified: no, type: ndcg_at_1
value: 32.647999999999996
verified: no, type: ndcg_at_10
value: 41.629
verified: no, type: ndcg_at_100
value: 47.707
verified: no, type: ndcg_at_1000
value: 49.913000000000004
verified: no, type: ndcg_at_3
value: 36.598000000000006
verified: no, type: ndcg_at_5
value: 38.696000000000005
verified: no, type: precision_at_1
value: 32.647999999999996
verified: no, type: precision_at_10
value: 7.704999999999999
verified: no, type: precision_at_100
value: 1.242
verified: no, type: precision_at_1000
value: 0.16
verified: no, type: precision_at_3
value: 17.314
verified: no, type: precision_at_5
value: 12.374
verified: no, type: recall_at_1
value: 26.71
verified: no, type: recall_at_10
value: 52.898
verified: no, type: recall_at_100
value: 79.08
verified: no, type: recall_at_1000
value: 93.94
verified: no, type: recall_at_3
value: 38.731
verified: no, type: recall_at_5
value: 44.433
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 26.510999999999996
verified: no, type: map_at_10
value: 35.755333333333326
verified: no, type: map_at_100
value: 36.97525
verified: no, type: map_at_1000
value: 37.08741666666667
verified: no, type: map_at_3
value: 32.921
verified: no, type: map_at_5
value: 34.45041666666667
verified: no, type: mrr_at_1
value: 31.578416666666666
verified: no, type: mrr_at_10
value: 40.06066666666667
verified: no, type: mrr_at_100
value: 40.93350000000001
verified: no, type: mrr_at_1000
value: 40.98716666666667
verified: no, type: mrr_at_3
value: 37.710499999999996
verified: no, type: mrr_at_5
value: 39.033249999999995
verified: no, type: ndcg_at_1
value: 31.578416666666666
verified: no, type: ndcg_at_10
value: 41.138666666666666
verified: no, type: ndcg_at_100
value: 46.37291666666666
verified: no, type: ndcg_at_1000
value: 48.587500000000006
verified: no, type: ndcg_at_3
value: 36.397083333333335
verified: no, type: ndcg_at_5
value: 38.539
verified: no, type: precision_at_1
value: 31.578416666666666
verified: no, type: precision_at_10
value: 7.221583333333332
verified: no, type: precision_at_100
value: 1.1581666666666668
verified: no, type: precision_at_1000
value: 0.15416666666666667
verified: no, type: precision_at_3
value: 16.758
verified: no, type: precision_at_5
value: 11.830916666666665
verified: no, type: recall_at_1
value: 26.510999999999996
verified: no, type: recall_at_10
value: 52.7825
verified: no, type: recall_at_100
value: 75.79675
verified: no, type: recall_at_1000
value: 91.10483333333335
verified: no, type: recall_at_3
value: 39.48233333333334
verified: no, type: recall_at_5
value: 45.07116666666667
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackStatsRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 24.564
verified: no, type: map_at_10
value: 31.235000000000003
verified: no, type: map_at_100
value: 32.124
verified: no, type: map_at_1000
value: 32.216
verified: no, type: map_at_3
value: 29.330000000000002
verified: no, type: map_at_5
value: 30.379
verified: no, type: mrr_at_1
value: 27.761000000000003
verified: no, type: mrr_at_10
value: 34.093
verified: no, type: mrr_at_100
value: 34.885
verified: no, type: mrr_at_1000
value: 34.957
verified: no, type: mrr_at_3
value: 32.388
verified: no, type: mrr_at_5
value: 33.269
verified: no, type: ndcg_at_1
value: 27.761000000000003
verified: no, type: ndcg_at_10
value: 35.146
verified: no, type: ndcg_at_100
value: 39.597
verified: no, type: ndcg_at_1000
value: 42.163000000000004
verified: no, type: ndcg_at_3
value: 31.674000000000003
verified: no, type: ndcg_at_5
value: 33.224
verified: no, type: precision_at_1
value: 27.761000000000003
verified: no, type: precision_at_10
value: 5.383
verified: no, type: precision_at_100
value: 0.836
verified: no, type: precision_at_1000
value: 0.11199999999999999
verified: no, type: precision_at_3
value: 13.599
verified: no, type: precision_at_5
value: 9.202
verified: no, type: recall_at_1
value: 24.564
verified: no, type: recall_at_10
value: 44.36
verified: no, type: recall_at_100
value: 64.408
verified: no, type: recall_at_1000
value: 83.892
verified: no, type: recall_at_3
value: 34.653
verified: no, type: recall_at_5
value: 38.589
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackTexRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 17.01
verified: no, type: map_at_10
value: 24.485
verified: no, type: map_at_100
value: 25.573
verified: no, type: map_at_1000
value: 25.703
verified: no, type: map_at_3
value: 21.953
verified: no, type: map_at_5
value: 23.294999999999998
verified: no, type: mrr_at_1
value: 20.544
verified: no, type: mrr_at_10
value: 28.238000000000003
verified: no, type: mrr_at_100
value: 29.142000000000003
verified: no, type: mrr_at_1000
value: 29.219
verified: no, type: mrr_at_3
value: 25.802999999999997
verified: no, type: mrr_at_5
value: 27.105
verified: no, type: ndcg_at_1
value: 20.544
verified: no, type: ndcg_at_10
value: 29.387999999999998
verified: no, type: ndcg_at_100
value: 34.603
verified: no, type: ndcg_at_1000
value: 37.564
verified: no, type: ndcg_at_3
value: 24.731
verified: no, type: ndcg_at_5
value: 26.773000000000003
verified: no, type: precision_at_1
value: 20.544
verified: no, type: precision_at_10
value: 5.509
verified: no, type: precision_at_100
value: 0.9450000000000001
verified: no, type: precision_at_1000
value: 0.13799999999999998
verified: no, type: precision_at_3
value: 11.757
verified: no, type: precision_at_5
value: 8.596
verified: no, type: recall_at_1
value: 17.01
verified: no, type: recall_at_10
value: 40.392
verified: no, type: recall_at_100
value: 64.043
verified: no, type: recall_at_1000
value: 85.031
verified: no, type: recall_at_3
value: 27.293
verified: no, type: recall_at_5
value: 32.586999999999996
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackUnixRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 27.155
verified: no, type: map_at_10
value: 35.92
verified: no, type: map_at_100
value: 37.034
verified: no, type: map_at_1000
value: 37.139
verified: no, type: map_at_3
value: 33.263999999999996
verified: no, type: map_at_5
value: 34.61
verified: no, type: mrr_at_1
value: 32.183
verified: no, type: mrr_at_10
value: 40.099000000000004
verified: no, type: mrr_at_100
value: 41.001
verified: no, type: mrr_at_1000
value: 41.059
verified: no, type: mrr_at_3
value: 37.889
verified: no, type: mrr_at_5
value: 39.007999999999996
verified: no, type: ndcg_at_1
value: 32.183
verified: no, type: ndcg_at_10
value: 41.127
verified: no, type: ndcg_at_100
value: 46.464
verified: no, type: ndcg_at_1000
value: 48.67
verified: no, type: ndcg_at_3
value: 36.396
verified: no, type: ndcg_at_5
value: 38.313
verified: no, type: precision_at_1
value: 32.183
verified: no, type: precision_at_10
value: 6.847
verified: no, type: precision_at_100
value: 1.0739999999999998
verified: no, type: precision_at_1000
value: 0.13699999999999998
verified: no, type: precision_at_3
value: 16.356
verified: no, type: precision_at_5
value: 11.362
verified: no, type: recall_at_1
value: 27.155
verified: no, type: recall_at_10
value: 52.922000000000004
verified: no, type: recall_at_100
value: 76.39
verified: no, type: recall_at_1000
value: 91.553
verified: no, type: recall_at_3
value: 39.745999999999995
verified: no, type: recall_at_5
value: 44.637
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackWebmastersRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 25.523
verified: no, type: map_at_10
value: 34.268
verified: no, type: map_at_100
value: 35.835
verified: no, type: map_at_1000
value: 36.046
verified: no, type: map_at_3
value: 31.662000000000003
verified: no, type: map_at_5
value: 32.71
verified: no, type: mrr_at_1
value: 31.028
verified: no, type: mrr_at_10
value: 38.924
verified: no, type: mrr_at_100
value: 39.95
verified: no, type: mrr_at_1000
value: 40.003
verified: no, type: mrr_at_3
value: 36.594
verified: no, type: mrr_at_5
value: 37.701
verified: no, type: ndcg_at_1
value: 31.028
verified: no, type: ndcg_at_10
value: 39.848
verified: no, type: ndcg_at_100
value: 45.721000000000004
verified: no, type: ndcg_at_1000
value: 48.424
verified: no, type: ndcg_at_3
value: 35.329
verified: no, type: ndcg_at_5
value: 36.779
verified: no, type: precision_at_1
value: 31.028
verified: no, type: precision_at_10
value: 7.51
verified: no, type: precision_at_100
value: 1.478
verified: no, type: precision_at_1000
value: 0.24
verified: no, type: precision_at_3
value: 16.337
verified: no, type: precision_at_5
value: 11.383000000000001
verified: no, type: recall_at_1
value: 25.523
verified: no, type: recall_at_10
value: 50.735
verified: no, type: recall_at_100
value: 76.593
verified: no, type: recall_at_1000
value: 93.771
verified: no, type: recall_at_3
value: 37.574000000000005
verified: no, type: recall_at_5
value: 41.602
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackWordpressRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 20.746000000000002
verified: no, type: map_at_10
value: 28.557
verified: no, type: map_at_100
value: 29.575000000000003
verified: no, type: map_at_1000
value: 29.659000000000002
verified: no, type: map_at_3
value: 25.753999999999998
verified: no, type: map_at_5
value: 27.254
verified: no, type: mrr_at_1
value: 22.736
verified: no, type: mrr_at_10
value: 30.769000000000002
verified: no, type: mrr_at_100
value: 31.655
verified: no, type: mrr_at_1000
value: 31.717000000000002
verified: no, type: mrr_at_3
value: 28.065
verified: no, type: mrr_at_5
value: 29.543999999999997
verified: no, type: ndcg_at_1
value: 22.736
verified: no, type: ndcg_at_10
value: 33.545
verified: no, type: ndcg_at_100
value: 38.743
verified: no, type: ndcg_at_1000
value: 41.002
verified: no, type: ndcg_at_3
value: 28.021
verified: no, type: ndcg_at_5
value: 30.586999999999996
verified: no, type: precision_at_1
value: 22.736
verified: no, type: precision_at_10
value: 5.416
verified: no, type: precision_at_100
value: 0.8710000000000001
verified: no, type: precision_at_1000
value: 0.116
verified: no, type: precision_at_3
value: 11.953
verified: no, type: precision_at_5
value: 8.651
verified: no, type: recall_at_1
value: 20.746000000000002
verified: no, type: recall_at_10
value: 46.87
verified: no, type: recall_at_100
value: 71.25200000000001
verified: no, type: recall_at_1000
value: 88.26
verified: no, type: recall_at_3
value: 32.029999999999994
verified: no, type: recall_at_5
value: 38.21
verified: no, task: type: Retrieval
dataset: type: climate-fever
name: MTEB ClimateFEVER
config: default
split: test
revision: None
metrics: type: map_at_1
value: 12.105
verified: no, type: map_at_10
value: 20.577
verified: no, type: map_at_100
value: 22.686999999999998
verified: no, type: map_at_1000
value: 22.889
verified: no, type: map_at_3
value: 17.174
verified: no, type: map_at_5
value: 18.807
verified: no, type: mrr_at_1
value: 27.101
verified: no, type: mrr_at_10
value: 38.475
verified: no, type: mrr_at_100
value: 39.491
verified: no, type: mrr_at_1000
value: 39.525
verified: no, type: mrr_at_3
value: 34.886
verified: no, type: mrr_at_5
value: 36.922
verified: no, type: ndcg_at_1
value: 27.101
verified: no, type: ndcg_at_10
value: 29.002
verified: no, type: ndcg_at_100
value: 37.218
verified: no, type: ndcg_at_1000
value: 40.644000000000005
verified: no, type: ndcg_at_3
value: 23.464
verified: no, type: ndcg_at_5
value: 25.262
verified: no, type: precision_at_1
value: 27.101
verified: no, type: precision_at_10
value: 9.179
verified: no, type: precision_at_100
value: 1.806
verified: no, type: precision_at_1000
value: 0.244
verified: no, type: precision_at_3
value: 17.394000000000002
verified: no, type: precision_at_5
value: 13.342
verified: no, type: recall_at_1
value: 12.105
verified: no, type: recall_at_10
value: 35.143
verified: no, type: recall_at_100
value: 63.44499999999999
verified: no, type: recall_at_1000
value: 82.49499999999999
verified: no, type: recall_at_3
value: 21.489
verified: no, type: recall_at_5
value: 26.82
verified: no, task: type: Retrieval
dataset: type: dbpedia-entity
name: MTEB DBPedia
config: default
split: test
revision: None
metrics: type: map_at_1
value: 8.769
verified: no, type: map_at_10
value: 18.619
verified: no, type: map_at_100
value: 26.3
verified: no, type: map_at_1000
value: 28.063
verified: no, type: map_at_3
value: 13.746
verified: no, type: map_at_5
value: 16.035
verified: no, type: mrr_at_1
value: 65.25
verified: no, type: mrr_at_10
value: 73.678
verified: no, type: mrr_at_100
value: 73.993
verified: no, type: mrr_at_1000
value: 74.003
verified: no, type: mrr_at_3
value: 72.042
verified: no, type: mrr_at_5
value: 72.992
verified: no, type: ndcg_at_1
value: 53.625
verified: no, type: ndcg_at_10
value: 39.638
verified: no, type: ndcg_at_100
value: 44.601
verified: no, type: ndcg_at_1000
value: 52.80200000000001
verified: no, type: ndcg_at_3
value: 44.727
verified: no, type: ndcg_at_5
value: 42.199
verified: no, type: precision_at_1
value: 65.25
verified: no, type: precision_at_10
value: 31.025000000000002
verified: no, type: precision_at_100
value: 10.174999999999999
verified: no, type: precision_at_1000
value: 2.0740000000000003
verified: no, type: precision_at_3
value: 48.083
verified: no, type: precision_at_5
value: 40.6
verified: no, type: recall_at_1
value: 8.769
verified: no, type: recall_at_10
value: 23.910999999999998
verified: no, type: recall_at_100
value: 51.202999999999996
verified: no, type: recall_at_1000
value: 77.031
verified: no, type: recall_at_3
value: 15.387999999999998
verified: no, type: recall_at_5
value: 18.919
verified: no, task: type: Classification
dataset: type: mteb/emotion
name: MTEB EmotionClassification
config: default
split: test
revision: 4f58c6b202a23cf9a4da393831edf4f9183cad37
metrics: type: accuracy
value: 54.47
verified: no, type: f1
value: 48.21839043361556
verified: no, task: type: Retrieval
dataset: type: fever
name: MTEB FEVER
config: default
split: test
revision: None
metrics: type: map_at_1
value: 63.564
verified: no, type: map_at_10
value: 74.236
verified: no, type: map_at_100
value: 74.53699999999999
verified: no, type: map_at_1000
value: 74.557
verified: no, type: map_at_3
value: 72.556
verified: no, type: map_at_5
value: 73.656
verified: no, type: mrr_at_1
value: 68.497
verified: no, type: mrr_at_10
value: 78.373
verified: no, type: mrr_at_100
value: 78.54299999999999
verified: no, type: mrr_at_1000
value: 78.549
verified: no, type: mrr_at_3
value: 77.03
verified: no, type: mrr_at_5
value: 77.938
verified: no, type: ndcg_at_1
value: 68.497
verified: no, type: ndcg_at_10
value: 79.12599999999999
verified: no, type: ndcg_at_100
value: 80.319
verified: no, type: ndcg_at_1000
value: 80.71199999999999
verified: no, type: ndcg_at_3
value: 76.209
verified: no, type: ndcg_at_5
value: 77.90700000000001
verified: no, type: precision_at_1
value: 68.497
verified: no, type: precision_at_10
value: 9.958
verified: no, type: precision_at_100
value: 1.077
verified: no, type: precision_at_1000
value: 0.11299999999999999
verified: no, type: precision_at_3
value: 29.908
verified: no, type: precision_at_5
value: 18.971
verified: no, type: recall_at_1
value: 63.564
verified: no, type: recall_at_10
value: 90.05199999999999
verified: no, type: recall_at_100
value: 95.028
verified: no, type: recall_at_1000
value: 97.667
verified: no, type: recall_at_3
value: 82.17999999999999
verified: no, type: recall_at_5
value: 86.388
verified: no, task: type: Retrieval
dataset: type: fiqa
name: MTEB FiQA2018
config: default
split: test
revision: None
metrics: type: map_at_1
value: 19.042
verified: no, type: map_at_10
value: 30.764999999999997
verified: no, type: map_at_100
value: 32.678000000000004
verified: no, type: map_at_1000
value: 32.881
verified: no, type: map_at_3
value: 26.525
verified: no, type: map_at_5
value: 28.932000000000002
verified: no, type: mrr_at_1
value: 37.653999999999996
verified: no, type: mrr_at_10
value: 46.597
verified: no, type: mrr_at_100
value: 47.413
verified: no, type: mrr_at_1000
value: 47.453
verified: no, type: mrr_at_3
value: 43.775999999999996
verified: no, type: mrr_at_5
value: 45.489000000000004
verified: no, type: ndcg_at_1
value: 37.653999999999996
verified: no, type: ndcg_at_10
value: 38.615
verified: no, type: ndcg_at_100
value: 45.513999999999996
verified: no, type: ndcg_at_1000
value: 48.815999999999995
verified: no, type: ndcg_at_3
value: 34.427
verified: no, type: ndcg_at_5
value: 35.954
verified: no, type: precision_at_1
value: 37.653999999999996
verified: no, type: precision_at_10
value: 10.864
verified: no, type: precision_at_100
value: 1.7850000000000001
verified: no, type: precision_at_1000
value: 0.23800000000000002
verified: no, type: precision_at_3
value: 22.788
verified: no, type: precision_at_5
value: 17.346
verified: no, type: recall_at_1
value: 19.042
verified: no, type: recall_at_10
value: 45.707
verified: no, type: recall_at_100
value: 71.152
verified: no, type: recall_at_1000
value: 90.7
verified: no, type: recall_at_3
value: 30.814000000000004
verified: no, type: recall_at_5
value: 37.478
verified: no, task: type: Retrieval
dataset: type: hotpotqa
name: MTEB HotpotQA
config: default
split: test
revision: None
metrics: type: map_at_1
value: 38.001000000000005
verified: no, type: map_at_10
value: 59.611000000000004
verified: no, type: map_at_100
value: 60.582
verified: no, type: map_at_1000
value: 60.646
verified: no, type: map_at_3
value: 56.031
verified: no, type: map_at_5
value: 58.243
verified: no, type: mrr_at_1
value: 76.003
verified: no, type: mrr_at_10
value: 82.15400000000001
verified: no, type: mrr_at_100
value: 82.377
verified: no, type: mrr_at_1000
value: 82.383
verified: no, type: mrr_at_3
value: 81.092
verified: no, type: mrr_at_5
value: 81.742
verified: no, type: ndcg_at_1
value: 76.003
verified: no, type: ndcg_at_10
value: 68.216
verified: no, type: ndcg_at_100
value: 71.601
verified: no, type: ndcg_at_1000
value: 72.821
verified: no, type: ndcg_at_3
value: 63.109
verified: no, type: ndcg_at_5
value: 65.902
verified: no, type: precision_at_1
value: 76.003
verified: no, type: precision_at_10
value: 14.379
verified: no, type: precision_at_100
value: 1.702
verified: no, type: precision_at_1000
value: 0.186
verified: no, type: precision_at_3
value: 40.396
verified: no, type: precision_at_5
value: 26.442
verified: no, type: recall_at_1
value: 38.001000000000005
verified: no, type: recall_at_10
value: 71.897
verified: no, type: recall_at_100
value: 85.105
verified: no, type: recall_at_1000
value: 93.133
verified: no, type: recall_at_3
value: 60.594
verified: no, type: recall_at_5
value: 66.104
verified: no, task: type: Classification
dataset: type: mteb/imdb
name: MTEB ImdbClassification
config: default
split: test
revision: 3d86128a09e091d6018b6d26cad27f2739fc2db7
metrics: type: accuracy
value: 91.31280000000001
verified: no, type: ap
value: 87.53723467501632
verified: no, type: f1
value: 91.30282906596291
verified: no, task: type: Retrieval
dataset: type: msmarco
name: MTEB MSMARCO
config: default
split: dev
revision: None
metrics: type: map_at_1
value: 21.917
verified: no, type: map_at_10
value: 34.117999999999995
verified: no, type: map_at_100
value: 35.283
verified: no, type: map_at_1000
value: 35.333999999999996
verified: no, type: map_at_3
value: 30.330000000000002
verified: no, type: map_at_5
value: 32.461
verified: no, type: mrr_at_1
value: 22.579
verified: no, type: mrr_at_10
value: 34.794000000000004
verified: no, type: mrr_at_100
value: 35.893
verified: no, type: mrr_at_1000
value: 35.937000000000005
verified: no, type: mrr_at_3
value: 31.091
verified: no, type: mrr_at_5
value: 33.173
verified: no, type: ndcg_at_1
value: 22.579
verified: no, type: ndcg_at_10
value: 40.951
verified: no, type: ndcg_at_100
value: 46.558
verified: no, type: ndcg_at_1000
value: 47.803000000000004
verified: no, type: ndcg_at_3
value: 33.262
verified: no, type: ndcg_at_5
value: 37.036
verified: no, type: precision_at_1
value: 22.579
verified: no, type: precision_at_10
value: 6.463000000000001
verified: no, type: precision_at_100
value: 0.928
verified: no, type: precision_at_1000
value: 0.104
verified: no, type: precision_at_3
value: 14.174000000000001
verified: no, type: precision_at_5
value: 10.421
verified: no, type: recall_at_1
value: 21.917
verified: no, type: recall_at_10
value: 61.885
verified: no, type: recall_at_100
value: 87.847
verified: no, type: recall_at_1000
value: 97.322
verified: no, type: recall_at_3
value: 41.010000000000005
verified: no, type: recall_at_5
value: 50.031000000000006
verified: no, task: type: Classification
dataset: type: mteb/mtop_domain
name: MTEB MTOPDomainClassification (en)
config: en
split: test
revision: d80d48c1eb48d3562165c59d59d0034df9fff0bf
metrics: type: accuracy
value: 93.49521203830369
verified: no, type: f1
value: 93.30882341740241
verified: no, task: type: Classification
dataset: type: mteb/mtop_intent
name: MTEB MTOPIntentClassification (en)
config: en
split: test
revision: ae001d0e6b1228650b7bd1c2c65fb50ad11a8aba
metrics: type: accuracy
value: 71.0579115367077
verified: no, type: f1
value: 51.2368258319339
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: 73.88029589778077
verified: no, type: f1
value: 72.34422048584663
verified: no, task: type: Classification
dataset: type: mteb/amazon_massive_scenario
name: MTEB MassiveScenarioClassification (en)
config: en
split: test
revision: 7d571f92784cd94a019292a1f45445077d0ef634
metrics: type: accuracy
value: 78.2817753866846
verified: no, type: f1
value: 77.87746050004304
verified: no, task: type: Clustering
dataset: type: mteb/medrxiv-clustering-p2p
name: MTEB MedrxivClusteringP2P
config: default
split: test
revision: e7a26af6f3ae46b30dde8737f02c07b1505bcc73
metrics: type: v_measure
value: 33.247341454119216
verified: no, task: type: Clustering
dataset: type: mteb/medrxiv-clustering-s2s
name: MTEB MedrxivClusteringS2S
config: default
split: test
revision: 35191c8c0dca72d8ff3efcd72aa802307d469663
metrics: type: v_measure
value: 31.9647477166234
verified: no, task: type: Reranking
dataset: type: mteb/mind_small
name: MTEB MindSmallReranking
config: default
split: test
revision: 3bdac13927fdc888b903db93b2ffdbd90b295a69
metrics: type: map
value: 31.90698374676892
verified: no, type: mrr
value: 33.07523683771251
verified: no, task: type: Retrieval
dataset: type: nfcorpus
name: MTEB NFCorpus
config: default
split: test
revision: None
metrics: type: map_at_1
value: 6.717
verified: no, type: map_at_10
value: 14.566
verified: no, type: map_at_100
value: 18.465999999999998
verified: no, type: map_at_1000
value: 20.033
verified: no, type: map_at_3
value: 10.863
verified: no, type: map_at_5
value: 12.589
verified: no, type: mrr_at_1
value: 49.845
verified: no, type: mrr_at_10
value: 58.385
verified: no, type: mrr_at_100
value: 58.989999999999995
verified: no, type: mrr_at_1000
value: 59.028999999999996
verified: no, type: mrr_at_3
value: 56.76
verified: no, type: mrr_at_5
value: 57.766
verified: no, type: ndcg_at_1
value: 47.678
verified: no, type: ndcg_at_10
value: 37.511
verified: no, type: ndcg_at_100
value: 34.537
verified: no, type: ndcg_at_1000
value: 43.612
verified: no, type: ndcg_at_3
value: 43.713
verified: no, type: ndcg_at_5
value: 41.303
verified: no, type: precision_at_1
value: 49.845
verified: no, type: precision_at_10
value: 27.307
verified: no, type: precision_at_100
value: 8.746
verified: no, type: precision_at_1000
value: 2.182
verified: no, type: precision_at_3
value: 40.764
verified: no, type: precision_at_5
value: 35.232
verified: no, type: recall_at_1
value: 6.717
verified: no, type: recall_at_10
value: 18.107
verified: no, type: recall_at_100
value: 33.759
verified: no, type: recall_at_1000
value: 67.31
verified: no, type: recall_at_3
value: 11.68
verified: no, type: recall_at_5
value: 14.557999999999998
verified: no, task: type: Retrieval
dataset: type: nq
name: MTEB NQ
config: default
split: test
revision: None
metrics: type: map_at_1
value: 27.633999999999997
verified: no, type: map_at_10
value: 42.400999999999996
verified: no, type: map_at_100
value: 43.561
verified: no, type: map_at_1000
value: 43.592
verified: no, type: map_at_3
value: 37.865
verified: no, type: map_at_5
value: 40.650999999999996
verified: no, type: mrr_at_1
value: 31.286
verified: no, type: mrr_at_10
value: 44.996
verified: no, type: mrr_at_100
value: 45.889
verified: no, type: mrr_at_1000
value: 45.911
verified: no, type: mrr_at_3
value: 41.126000000000005
verified: no, type: mrr_at_5
value: 43.536
verified: no, type: ndcg_at_1
value: 31.257
verified: no, type: ndcg_at_10
value: 50.197
verified: no, type: ndcg_at_100
value: 55.062
verified: no, type: ndcg_at_1000
value: 55.81700000000001
verified: no, type: ndcg_at_3
value: 41.650999999999996
verified: no, type: ndcg_at_5
value: 46.324
verified: no, type: precision_at_1
value: 31.257
verified: no, type: precision_at_10
value: 8.508000000000001
verified: no, type: precision_at_100
value: 1.121
verified: no, type: precision_at_1000
value: 0.11900000000000001
verified: no, type: precision_at_3
value: 19.1
verified: no, type: precision_at_5
value: 14.16
verified: no, type: recall_at_1
value: 27.633999999999997
verified: no, type: recall_at_10
value: 71.40100000000001
verified: no, type: recall_at_100
value: 92.463
verified: no, type: recall_at_1000
value: 98.13199999999999
verified: no, type: recall_at_3
value: 49.382
verified: no, type: recall_at_5
value: 60.144
verified: no, task: type: Retrieval
dataset: type: quora
name: MTEB QuoraRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 71.17099999999999
verified: no, type: map_at_10
value: 85.036
verified: no, type: map_at_100
value: 85.67099999999999
verified: no, type: map_at_1000
value: 85.68599999999999
verified: no, type: map_at_3
value: 82.086
verified: no, type: map_at_5
value: 83.956
verified: no, type: mrr_at_1
value: 82.04
verified: no, type: mrr_at_10
value: 88.018
verified: no, type: mrr_at_100
value: 88.114
verified: no, type: mrr_at_1000
value: 88.115
verified: no, type: mrr_at_3
value: 87.047
verified: no, type: mrr_at_5
value: 87.73100000000001
verified: no, type: ndcg_at_1
value: 82.03
verified: no, type: ndcg_at_10
value: 88.717
verified: no, type: ndcg_at_100
value: 89.904
verified: no, type: ndcg_at_1000
value: 89.991
verified: no, type: ndcg_at_3
value: 85.89099999999999
verified: no, type: ndcg_at_5
value: 87.485
verified: no, type: precision_at_1
value: 82.03
verified: no, type: precision_at_10
value: 13.444999999999999
verified: no, type: precision_at_100
value: 1.533
verified: no, type: precision_at_1000
value: 0.157
verified: no, type: precision_at_3
value: 37.537
verified: no, type: precision_at_5
value: 24.692
verified: no, type: recall_at_1
value: 71.17099999999999
verified: no, type: recall_at_10
value: 95.634
verified: no, type: recall_at_100
value: 99.614
verified: no, type: recall_at_1000
value: 99.99
verified: no, type: recall_at_3
value: 87.48
verified: no, type: recall_at_5
value: 91.996
verified: no, task: type: Clustering
dataset: type: mteb/reddit-clustering
name: MTEB RedditClustering
config: default
split: test
revision: 24640382cdbf8abc73003fb0fa6d111a705499eb
metrics: type: v_measure
value: 55.067219624685315
verified: no, task: type: Clustering
dataset: type: mteb/reddit-clustering-p2p
name: MTEB RedditClusteringP2P
config: default
split: test
revision: 282350215ef01743dc01b456c7f5241fa8937f16
metrics: type: v_measure
value: 62.121822992300444
verified: no, task: type: Retrieval
dataset: type: scidocs
name: MTEB SCIDOCS
config: default
split: test
revision: None
metrics: type: map_at_1
value: 4.153
verified: no, type: map_at_10
value: 11.024000000000001
verified: no, type: map_at_100
value: 13.233
verified: no, type: map_at_1000
value: 13.62
verified: no, type: map_at_3
value: 7.779999999999999
verified: no, type: map_at_5
value: 9.529
verified: no, type: mrr_at_1
value: 20.599999999999998
verified: no, type: mrr_at_10
value: 31.361
verified: no, type: mrr_at_100
value: 32.738
verified: no, type: mrr_at_1000
value: 32.792
verified: no, type: mrr_at_3
value: 28.15
verified: no, type: mrr_at_5
value: 30.085
verified: no, type: ndcg_at_1
value: 20.599999999999998
verified: no, type: ndcg_at_10
value: 18.583
verified: no, type: ndcg_at_100
value: 27.590999999999998
verified: no, type: ndcg_at_1000
value: 34.001
verified: no, type: ndcg_at_3
value: 17.455000000000002
verified: no, type: ndcg_at_5
value: 15.588
verified: no, type: precision_at_1
value: 20.599999999999998
verified: no, type: precision_at_10
value: 9.74
verified: no, type: precision_at_100
value: 2.284
verified: no, type: precision_at_1000
value: 0.381
verified: no, type: precision_at_3
value: 16.533
verified: no, type: precision_at_5
value: 14.02
verified: no, type: recall_at_1
value: 4.153
verified: no, type: recall_at_10
value: 19.738
verified: no, type: recall_at_100
value: 46.322
verified: no, type: recall_at_1000
value: 77.378
verified: no, type: recall_at_3
value: 10.048
verified: no, type: recall_at_5
value: 14.233
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: 85.07097501003639
verified: no, type: cos_sim_spearman
value: 81.05827848407056
verified: no, type: euclidean_pearson
value: 82.6279003372546
verified: no, type: euclidean_spearman
value: 81.00031515279802
verified: no, type: manhattan_pearson
value: 82.59338284959495
verified: no, type: manhattan_spearman
value: 80.97432711064945
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: 86.28991993621685
verified: no, type: cos_sim_spearman
value: 78.71828082424351
verified: no, type: euclidean_pearson
value: 83.4881331520832
verified: no, type: euclidean_spearman
value: 78.51746826842316
verified: no, type: manhattan_pearson
value: 83.4109223774324
verified: no, type: manhattan_spearman
value: 78.431544382179
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: 83.16651661072123
verified: no, type: cos_sim_spearman
value: 84.88094386637867
verified: no, type: euclidean_pearson
value: 84.3547603585416
verified: no, type: euclidean_spearman
value: 84.85148665860193
verified: no, type: manhattan_pearson
value: 84.29648369879266
verified: no, type: manhattan_spearman
value: 84.76074870571124
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: 83.40596254292149
verified: no, type: cos_sim_spearman
value: 83.10699573133829
verified: no, type: euclidean_pearson
value: 83.22794776876958
verified: no, type: euclidean_spearman
value: 83.22583316084712
verified: no, type: manhattan_pearson
value: 83.15899233935681
verified: no, type: manhattan_spearman
value: 83.17668293648019
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: 87.27977121352563
verified: no, type: cos_sim_spearman
value: 88.73903130248591
verified: no, type: euclidean_pearson
value: 88.30685958438735
verified: no, type: euclidean_spearman
value: 88.79755484280406
verified: no, type: manhattan_pearson
value: 88.30305607758652
verified: no, type: manhattan_spearman
value: 88.80096577072784
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: 84.08819031430218
verified: no, type: cos_sim_spearman
value: 86.35414445951125
verified: no, type: euclidean_pearson
value: 85.4683192388315
verified: no, type: euclidean_spearman
value: 86.2079674669473
verified: no, type: manhattan_pearson
value: 85.35835702257341
verified: no, type: manhattan_spearman
value: 86.08483380002187
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: 87.36149449801478
verified: no, type: cos_sim_spearman
value: 87.7102980757725
verified: no, type: euclidean_pearson
value: 88.16457177837161
verified: no, type: euclidean_spearman
value: 87.6598652482716
verified: no, type: manhattan_pearson
value: 88.23894728971618
verified: no, type: manhattan_spearman
value: 87.74470156709361
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: 64.54023758394433
verified: no, type: cos_sim_spearman
value: 66.28491960187773
verified: no, type: euclidean_pearson
value: 67.0853128483472
verified: no, type: euclidean_spearman
value: 66.10307543766307
verified: no, type: manhattan_pearson
value: 66.7635365592556
verified: no, type: manhattan_spearman
value: 65.76408004780167
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: 85.15858398195317
verified: no, type: cos_sim_spearman
value: 87.44850004752102
verified: no, type: euclidean_pearson
value: 86.60737082550408
verified: no, type: euclidean_spearman
value: 87.31591549824242
verified: no, type: manhattan_pearson
value: 86.56187011429977
verified: no, type: manhattan_spearman
value: 87.23854795795319
verified: no, task: type: Reranking
dataset: type: mteb/scidocs-reranking
name: MTEB SciDocsRR
config: default
split: test
revision: d3c5e1fc0b855ab6097bf1cda04dd73947d7caab
metrics: type: map
value: 86.66210488769109
verified: no, type: mrr
value: 96.23100664767331
verified: no, task: type: Retrieval
dataset: type: scifact
name: MTEB SciFact
config: default
split: test
revision: None
metrics: type: map_at_1
value: 56.094
verified: no, type: map_at_10
value: 67.486
verified: no, type: map_at_100
value: 67.925
verified: no, type: map_at_1000
value: 67.949
verified: no, type: map_at_3
value: 64.857
verified: no, type: map_at_5
value: 66.31
verified: no, type: mrr_at_1
value: 58.667
verified: no, type: mrr_at_10
value: 68.438
verified: no, type: mrr_at_100
value: 68.733
verified: no, type: mrr_at_1000
value: 68.757
verified: no, type: mrr_at_3
value: 66.389
verified: no, type: mrr_at_5
value: 67.456
verified: no, type: ndcg_at_1
value: 58.667
verified: no, type: ndcg_at_10
value: 72.506
verified: no, type: ndcg_at_100
value: 74.27
verified: no, type: ndcg_at_1000
value: 74.94800000000001
verified: no, type: ndcg_at_3
value: 67.977
verified: no, type: ndcg_at_5
value: 70.028
verified: no, type: precision_at_1
value: 58.667
verified: no, type: precision_at_10
value: 9.767000000000001
verified: no, type: precision_at_100
value: 1.073
verified: no, type: precision_at_1000
value: 0.11299999999999999
verified: no, type: precision_at_3
value: 27
verified: no, type: precision_at_5
value: 17.666999999999998
verified: no, type: recall_at_1
value: 56.094
verified: no, type: recall_at_10
value: 86.68900000000001
verified: no, type: recall_at_100
value: 94.333
verified: no, type: recall_at_1000
value: 99.667
verified: no, type: recall_at_3
value: 74.522
verified: no, type: recall_at_5
value: 79.611
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: 99.83069306930693
verified: no, type: cos_sim_ap
value: 95.69184662911199
verified: no, type: cos_sim_f1
value: 91.4027149321267
verified: no, type: cos_sim_precision
value: 91.91102123356926
verified: no, type: cos_sim_recall
value: 90.9
verified: no, type: dot_accuracy
value: 99.69405940594059
verified: no, type: dot_ap
value: 90.21674151456216
verified: no, type: dot_f1
value: 84.4489179667841
verified: no, type: dot_precision
value: 85.00506585612969
verified: no, type: dot_recall
value: 83.89999999999999
verified: no, type: euclidean_accuracy
value: 99.83069306930693
verified: no, type: euclidean_ap
value: 95.67760109671087
verified: no, type: euclidean_f1
value: 91.19754350051177
verified: no, type: euclidean_precision
value: 93.39622641509435
verified: no, type: euclidean_recall
value: 89.1
verified: no, type: manhattan_accuracy
value: 99.83267326732673
verified: no, type: manhattan_ap
value: 95.69771347732625
verified: no, type: manhattan_f1
value: 91.32420091324201
verified: no, type: manhattan_precision
value: 92.68795056642637
verified: no, type: manhattan_recall
value: 90
verified: no, type: max_accuracy
value: 99.83267326732673
verified: no, type: max_ap
value: 95.69771347732625
verified: no, type: max_f1
value: 91.4027149321267
verified: no, task: type: Clustering
dataset: type: mteb/stackexchange-clustering
name: MTEB StackExchangeClustering
config: default
split: test
revision: 6cbc1f7b2bc0622f2e39d2c77fa502909748c259
metrics: type: v_measure
value: 64.47378332953092
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: 33.79602531604151
verified: no, task: type: Reranking
dataset: type: mteb/stackoverflowdupquestions-reranking
name: MTEB StackOverflowDupQuestions
config: default
split: test
revision: e185fbe320c72810689fc5848eb6114e1ef5ec69
metrics: type: map
value: 53.80707639107175
verified: no, type: mrr
value: 54.64886522790935
verified: no, task: type: Summarization
dataset: type: mteb/summeval
name: MTEB SummEval
config: default
split: test
revision: cda12ad7615edc362dbf25a00fdd61d3b1eaf93c
metrics: type: cos_sim_pearson
value: 30.852448373051395
verified: no, type: cos_sim_spearman
value: 32.51821499493775
verified: no, type: dot_pearson
value: 30.390650062190456
verified: no, type: dot_spearman
value: 30.588836159667636
verified: no, task: type: Retrieval
dataset: type: trec-covid
name: MTEB TRECCOVID
config: default
split: test
revision: None
metrics: type: map_at_1
value: 0.198
verified: no, type: map_at_10
value: 1.51
verified: no, type: map_at_100
value: 8.882
verified: no, type: map_at_1000
value: 22.181
verified: no, type: map_at_3
value: 0.553
verified: no, type: map_at_5
value: 0.843
verified: no, type: mrr_at_1
value: 74
verified: no, type: mrr_at_10
value: 84.89999999999999
verified: no, type: mrr_at_100
value: 84.89999999999999
verified: no, type: mrr_at_1000
value: 84.89999999999999
verified: no, type: mrr_at_3
value: 84
verified: no, type: mrr_at_5
value: 84.89999999999999
verified: no, type: ndcg_at_1
value: 68
verified: no, type: ndcg_at_10
value: 64.792
verified: no, type: ndcg_at_100
value: 51.37199999999999
verified: no, type: ndcg_at_1000
value: 47.392
verified: no, type: ndcg_at_3
value: 68.46900000000001
verified: no, type: ndcg_at_5
value: 67.084
verified: no, type: precision_at_1
value: 74
verified: no, type: precision_at_10
value: 69.39999999999999
verified: no, type: precision_at_100
value: 53.080000000000005
verified: no, type: precision_at_1000
value: 21.258
verified: no, type: precision_at_3
value: 76
verified: no, type: precision_at_5
value: 73.2
verified: no, type: recall_at_1
value: 0.198
verified: no, type: recall_at_10
value: 1.7950000000000002
verified: no, type: recall_at_100
value: 12.626999999999999
verified: no, type: recall_at_1000
value: 44.84
verified: no, type: recall_at_3
value: 0.611
verified: no, type: recall_at_5
value: 0.959
verified: no, task: type: Retrieval
dataset: type: webis-touche2020
name: MTEB Touche2020
config: default
split: test
revision: None
metrics: type: map_at_1
value: 1.4949999999999999
verified: no, type: map_at_10
value: 8.797
verified: no, type: map_at_100
value: 14.889
verified: no, type: map_at_1000
value: 16.309
verified: no, type: map_at_3
value: 4.389
verified: no, type: map_at_5
value: 6.776
verified: no, type: mrr_at_1
value: 18.367
verified: no, type: mrr_at_10
value: 35.844
verified: no, type: mrr_at_100
value: 37.119
verified: no, type: mrr_at_1000
value: 37.119
verified: no, type: mrr_at_3
value: 30.612000000000002
verified: no, type: mrr_at_5
value: 33.163
verified: no, type: ndcg_at_1
value: 16.326999999999998
verified: no, type: ndcg_at_10
value: 21.9
verified: no, type: ndcg_at_100
value: 34.705000000000005
verified: no, type: ndcg_at_1000
value: 45.709
verified: no, type: ndcg_at_3
value: 22.7
verified: no, type: ndcg_at_5
value: 23.197000000000003
verified: no, type: precision_at_1
value: 18.367
verified: no, type: precision_at_10
value: 21.02
verified: no, type: precision_at_100
value: 7.714
verified: no, type: precision_at_1000
value: 1.504
verified: no, type: precision_at_3
value: 26.531
verified: no, type: precision_at_5
value: 26.122
verified: no, type: recall_at_1
value: 1.4949999999999999
verified: no, type: recall_at_10
value: 15.504000000000001
verified: no, type: recall_at_100
value: 47.978
verified: no, type: recall_at_1000
value: 81.56
verified: no, type: recall_at_3
value: 5.569
verified: no, type: recall_at_5
value: 9.821
verified: no, task: type: Classification
dataset: type: mteb/toxic_conversations_50k
name: MTEB ToxicConversationsClassification
config: default
split: test
revision: d7c0de2777da35d6aae2200a62c6e0e5af397c4c
metrics: type: accuracy
value: 72.99279999999999
verified: no, type: ap
value: 15.459189680101492
verified: no, type: f1
value: 56.33023271441895
verified: no, task: type: Classification
dataset: type: mteb/tweet_sentiment_extraction
name: MTEB TweetSentimentExtractionClassification
config: default
split: test
revision: d604517c81ca91fe16a244d1248fc021f9ecee7a
metrics: type: accuracy
value: 63.070175438596486
verified: no, type: f1
value: 63.28070758709465
verified: no, task: type: Clustering
dataset: type: mteb/twentynewsgroups-clustering
name: MTEB TwentyNewsgroupsClustering
config: default
split: test
revision: 6125ec4e24fa026cec8a478383ee943acfbd5449
metrics: type: v_measure
value: 50.076231309703054
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: 87.21463908922931
verified: no, type: cos_sim_ap
value: 77.67287017966282
verified: no, type: cos_sim_f1
value: 70.34412955465588
verified: no, type: cos_sim_precision
value: 67.57413709285368
verified: no, type: cos_sim_recall
value: 73.35092348284961
verified: no, type: dot_accuracy
value: 85.04500208618943
verified: no, type: dot_ap
value: 70.4075203869744
verified: no, type: dot_f1
value: 66.18172537008678
verified: no, type: dot_precision
value: 64.08798813643104
verified: no, type: dot_recall
value: 68.41688654353561
verified: no, type: euclidean_accuracy
value: 87.17887584192646
verified: no, type: euclidean_ap
value: 77.5774128274464
verified: no, type: euclidean_f1
value: 70.09307972480777
verified: no, type: euclidean_precision
value: 71.70852884349986
verified: no, type: euclidean_recall
value: 68.54881266490766
verified: no, type: manhattan_accuracy
value: 87.28020504261787
verified: no, type: manhattan_ap
value: 77.57835820297892
verified: no, type: manhattan_f1
value: 70.23063591521131
verified: no, type: manhattan_precision
value: 70.97817299919159
verified: no, type: manhattan_recall
value: 69.49868073878628
verified: no, type: max_accuracy
value: 87.28020504261787
verified: no, type: max_ap
value: 77.67287017966282
verified: no, type: max_f1
value: 70.34412955465588
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: 88.96650754841464
verified: no, type: cos_sim_ap
value: 86.00185968965064
verified: no, type: cos_sim_f1
value: 77.95861256351718
verified: no, type: cos_sim_precision
value: 74.70712773465067
verified: no, type: cos_sim_recall
value: 81.50600554357868
verified: no, type: dot_accuracy
value: 87.36950362867233
verified: no, type: dot_ap
value: 82.22071181147555
verified: no, type: dot_f1
value: 74.85680716698488
verified: no, type: dot_precision
value: 71.54688377316114
verified: no, type: dot_recall
value: 78.48783492454572
verified: no, type: euclidean_accuracy
value: 88.99561454573679
verified: no, type: euclidean_ap
value: 86.15882097229648
verified: no, type: euclidean_f1
value: 78.18463125322332
verified: no, type: euclidean_precision
value: 74.95408956067241
verified: no, type: euclidean_recall
value: 81.70619032953496
verified: no, type: manhattan_accuracy
value: 88.96650754841464
verified: no, type: manhattan_ap
value: 86.13133111232099
verified: no, type: manhattan_f1
value: 78.10771470160115
verified: no, type: manhattan_precision
value: 74.05465084184377
verified: no, type: manhattan_recall
value: 82.63012011087157
verified: no, type: max_accuracy
value: 88.99561454573679
verified: no, type: max_ap
value: 86.15882097229648
verified: no, type: max_f1
value: 78.18463125322332
verified: no
language: en
license: mit
Likes: 16 | All-time downloads: 361041
Created: 2023-10-19 06:14:31