Model: djovak/multi-qa-MiniLM-L6-cos-v1
Author: djovak
Pipeline: feature-extraction
Library: transformers
Tags: transformers, bert, feature-extraction, mteb, model-index, endpoints_compatible, region:us
Card metadata: tags: mteb
model-index: name: multi-qa-MiniLM-L6-cos-v1
results: task: type: Classification
dataset: type: mteb/amazon_counterfactual
name: MTEB AmazonCounterfactualClassification (en)
config: en
split: test
revision: e8379541af4e31359cca9fbcf4b00f2671dba205
metrics: type: accuracy
value: 61.791044776119406
verified: no, type: ap
value: 25.829130082463124
verified: no, type: f1
value: 56.00432262887535
verified: no, task: type: Classification
dataset: type: mteb/amazon_polarity
name: MTEB AmazonPolarityClassification
config: default
split: test
revision: e2d317d38cd51312af73b3d32a06d1a08b442046
metrics: type: accuracy
value: 62.36077499999999
verified: no, type: ap
value: 57.68938427410222
verified: no, type: f1
value: 62.247666843818436
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: 29.59
verified: no, type: f1
value: 29.241975951560622
verified: no, task: type: Retrieval
dataset: type: arguana
name: MTEB ArguAna
config: default
split: test
revision: None
metrics: type: map_at_1
value: 25.249
verified: no, type: map_at_10
value: 40.196
verified: no, type: map_at_100
value: 41.336
verified: no, type: map_at_1000
value: 41.343
verified: no, type: map_at_3
value: 34.934
verified: no, type: map_at_5
value: 37.871
verified: no, type: mrr_at_1
value: 26.031
verified: no, type: mrr_at_10
value: 40.488
verified: no, type: mrr_at_100
value: 41.628
verified: no, type: mrr_at_1000
value: 41.634
verified: no, type: mrr_at_3
value: 35.171
verified: no, type: mrr_at_5
value: 38.126
verified: no, type: ndcg_at_1
value: 25.249
verified: no, type: ndcg_at_10
value: 49.11
verified: no, type: ndcg_at_100
value: 53.827999999999996
verified: no, type: ndcg_at_1000
value: 53.993
verified: no, type: ndcg_at_3
value: 38.175
verified: no, type: ndcg_at_5
value: 43.488
verified: no, type: precision_at_1
value: 25.249
verified: no, type: precision_at_10
value: 7.788
verified: no, type: precision_at_100
value: 0.9820000000000001
verified: no, type: precision_at_1000
value: 0.1
verified: no, type: precision_at_3
value: 15.861
verified: no, type: precision_at_5
value: 12.105
verified: no, type: recall_at_1
value: 25.249
verified: no, type: recall_at_10
value: 77.881
verified: no, type: recall_at_100
value: 98.222
verified: no, type: recall_at_1000
value: 99.502
verified: no, type: recall_at_3
value: 47.582
verified: no, type: recall_at_5
value: 60.526
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: 37.75242616816114
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: 27.70031808300247
verified: no, task: type: Reranking
dataset: type: mteb/askubuntudupquestions-reranking
name: MTEB AskUbuntuDupQuestions
config: default
split: test
revision: 2000358ca161889fa9c082cb41daa8dcfb161a54
metrics: type: map
value: 63.09199068762668
verified: no, type: mrr
value: 76.08055225783757
verified: no, task: type: STS
dataset: type: mteb/biosses-sts
name: MTEB BIOSSES
config: default
split: test
revision: d3fb88f8f02e40887cd149695127462bbcf29b4a
metrics: type: cos_sim_pearson
value: 80.83007234777145
verified: no, type: cos_sim_spearman
value: 79.76446808992547
verified: no, type: euclidean_pearson
value: 80.24418669808917
verified: no, type: euclidean_spearman
value: 79.76446808992547
verified: no, type: manhattan_pearson
value: 79.58896133042379
verified: no, type: manhattan_spearman
value: 78.9614377441415
verified: no, task: type: Classification
dataset: type: mteb/banking77
name: MTEB Banking77Classification
config: default
split: test
revision: 0fd18e25b25c072e09e0d92ab615fda904d66300
metrics: type: accuracy
value: 78.6038961038961
verified: no, type: f1
value: 77.95572823168757
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: 30.240388191413935
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: 22.670413424756212
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackAndroidRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 32.694
verified: no, type: map_at_10
value: 43.811
verified: no, type: map_at_100
value: 45.274
verified: no, type: map_at_1000
value: 45.393
verified: no, type: map_at_3
value: 40.043
verified: no, type: map_at_5
value: 41.983
verified: no, type: mrr_at_1
value: 39.628
verified: no, type: mrr_at_10
value: 49.748
verified: no, type: mrr_at_100
value: 50.356
verified: no, type: mrr_at_1000
value: 50.39900000000001
verified: no, type: mrr_at_3
value: 46.924
verified: no, type: mrr_at_5
value: 48.598
verified: no, type: ndcg_at_1
value: 39.628
verified: no, type: ndcg_at_10
value: 50.39
verified: no, type: ndcg_at_100
value: 55.489
verified: no, type: ndcg_at_1000
value: 57.291000000000004
verified: no, type: ndcg_at_3
value: 44.849
verified: no, type: ndcg_at_5
value: 47.195
verified: no, type: precision_at_1
value: 39.628
verified: no, type: precision_at_10
value: 9.714
verified: no, type: precision_at_100
value: 1.591
verified: no, type: precision_at_1000
value: 0.2
verified: no, type: precision_at_3
value: 21.507
verified: no, type: precision_at_5
value: 15.393
verified: no, type: recall_at_1
value: 32.694
verified: no, type: recall_at_10
value: 63.031000000000006
verified: no, type: recall_at_100
value: 84.49
verified: no, type: recall_at_1000
value: 96.148
verified: no, type: recall_at_3
value: 46.851
verified: no, type: recall_at_5
value: 53.64
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackEnglishRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 28.183000000000003
verified: no, type: map_at_10
value: 38.796
verified: no, type: map_at_100
value: 40.117000000000004
verified: no, type: map_at_1000
value: 40.251
verified: no, type: map_at_3
value: 35.713
verified: no, type: map_at_5
value: 37.446
verified: no, type: mrr_at_1
value: 35.605
verified: no, type: mrr_at_10
value: 44.824000000000005
verified: no, type: mrr_at_100
value: 45.544000000000004
verified: no, type: mrr_at_1000
value: 45.59
verified: no, type: mrr_at_3
value: 42.452
verified: no, type: mrr_at_5
value: 43.891999999999996
verified: no, type: ndcg_at_1
value: 35.605
verified: no, type: ndcg_at_10
value: 44.857
verified: no, type: ndcg_at_100
value: 49.68
verified: no, type: ndcg_at_1000
value: 51.841
verified: no, type: ndcg_at_3
value: 40.445
verified: no, type: ndcg_at_5
value: 42.535000000000004
verified: no, type: precision_at_1
value: 35.605
verified: no, type: precision_at_10
value: 8.624
verified: no, type: precision_at_100
value: 1.438
verified: no, type: precision_at_1000
value: 0.193
verified: no, type: precision_at_3
value: 19.808999999999997
verified: no, type: precision_at_5
value: 14.191
verified: no, type: recall_at_1
value: 28.183000000000003
verified: no, type: recall_at_10
value: 55.742000000000004
verified: no, type: recall_at_100
value: 76.416
verified: no, type: recall_at_1000
value: 90.20899999999999
verified: no, type: recall_at_3
value: 42.488
verified: no, type: recall_at_5
value: 48.431999999999995
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackGamingRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 36.156
verified: no, type: map_at_10
value: 47.677
verified: no, type: map_at_100
value: 48.699999999999996
verified: no, type: map_at_1000
value: 48.756
verified: no, type: map_at_3
value: 44.467
verified: no, type: map_at_5
value: 46.132
verified: no, type: mrr_at_1
value: 41.567
verified: no, type: mrr_at_10
value: 51.06699999999999
verified: no, type: mrr_at_100
value: 51.800000000000004
verified: no, type: mrr_at_1000
value: 51.827999999999996
verified: no, type: mrr_at_3
value: 48.620999999999995
verified: no, type: mrr_at_5
value: 50.013
verified: no, type: ndcg_at_1
value: 41.567
verified: no, type: ndcg_at_10
value: 53.418
verified: no, type: ndcg_at_100
value: 57.743
verified: no, type: ndcg_at_1000
value: 58.940000000000005
verified: no, type: ndcg_at_3
value: 47.923
verified: no, type: ndcg_at_5
value: 50.352
verified: no, type: precision_at_1
value: 41.567
verified: no, type: precision_at_10
value: 8.74
verified: no, type: precision_at_100
value: 1.1809999999999998
verified: no, type: precision_at_1000
value: 0.133
verified: no, type: precision_at_3
value: 21.337999999999997
verified: no, type: precision_at_5
value: 14.646
verified: no, type: recall_at_1
value: 36.156
verified: no, type: recall_at_10
value: 67.084
verified: no, type: recall_at_100
value: 86.299
verified: no, type: recall_at_1000
value: 94.82000000000001
verified: no, type: recall_at_3
value: 52.209
verified: no, type: recall_at_5
value: 58.175
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackGisRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 23.513
verified: no, type: map_at_10
value: 32.699
verified: no, type: map_at_100
value: 33.788000000000004
verified: no, type: map_at_1000
value: 33.878
verified: no, type: map_at_3
value: 30.044999999999998
verified: no, type: map_at_5
value: 31.506
verified: no, type: mrr_at_1
value: 25.311
verified: no, type: mrr_at_10
value: 34.457
verified: no, type: mrr_at_100
value: 35.443999999999996
verified: no, type: mrr_at_1000
value: 35.504999999999995
verified: no, type: mrr_at_3
value: 31.902
verified: no, type: mrr_at_5
value: 33.36
verified: no, type: ndcg_at_1
value: 25.311
verified: no, type: ndcg_at_10
value: 37.929
verified: no, type: ndcg_at_100
value: 43.1
verified: no, type: ndcg_at_1000
value: 45.275999999999996
verified: no, type: ndcg_at_3
value: 32.745999999999995
verified: no, type: ndcg_at_5
value: 35.235
verified: no, type: precision_at_1
value: 25.311
verified: no, type: precision_at_10
value: 6.034
verified: no, type: precision_at_100
value: 0.8959999999999999
verified: no, type: precision_at_1000
value: 0.11299999999999999
verified: no, type: precision_at_3
value: 14.237
verified: no, type: precision_at_5
value: 10.034
verified: no, type: recall_at_1
value: 23.513
verified: no, type: recall_at_10
value: 52.312999999999995
verified: no, type: recall_at_100
value: 75.762
verified: no, type: recall_at_1000
value: 91.85799999999999
verified: no, type: recall_at_3
value: 38.222
verified: no, type: recall_at_5
value: 44.316
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackMathematicaRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 16.333000000000002
verified: no, type: map_at_10
value: 24.605
verified: no, type: map_at_100
value: 25.924000000000003
verified: no, type: map_at_1000
value: 26.039
verified: no, type: map_at_3
value: 21.907
verified: no, type: map_at_5
value: 23.294999999999998
verified: no, type: mrr_at_1
value: 20.647
verified: no, type: mrr_at_10
value: 29.442
verified: no, type: mrr_at_100
value: 30.54
verified: no, type: mrr_at_1000
value: 30.601
verified: no, type: mrr_at_3
value: 26.802999999999997
verified: no, type: mrr_at_5
value: 28.147
verified: no, type: ndcg_at_1
value: 20.647
verified: no, type: ndcg_at_10
value: 30.171999999999997
verified: no, type: ndcg_at_100
value: 36.466
verified: no, type: ndcg_at_1000
value: 39.095
verified: no, type: ndcg_at_3
value: 25.134
verified: no, type: ndcg_at_5
value: 27.211999999999996
verified: no, type: precision_at_1
value: 20.647
verified: no, type: precision_at_10
value: 5.659
verified: no, type: precision_at_100
value: 1.012
verified: no, type: precision_at_1000
value: 0.13899999999999998
verified: no, type: precision_at_3
value: 12.148
verified: no, type: precision_at_5
value: 8.881
verified: no, type: recall_at_1
value: 16.333000000000002
verified: no, type: recall_at_10
value: 42.785000000000004
verified: no, type: recall_at_100
value: 70.282
verified: no, type: recall_at_1000
value: 88.539
verified: no, type: recall_at_3
value: 28.307
verified: no, type: recall_at_5
value: 33.751
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackPhysicsRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 26.821
verified: no, type: map_at_10
value: 37.188
verified: no, type: map_at_100
value: 38.516
verified: no, type: map_at_1000
value: 38.635000000000005
verified: no, type: map_at_3
value: 33.821
verified: no, type: map_at_5
value: 35.646
verified: no, type: mrr_at_1
value: 33.109
verified: no, type: mrr_at_10
value: 43.003
verified: no, type: mrr_at_100
value: 43.849
verified: no, type: mrr_at_1000
value: 43.889
verified: no, type: mrr_at_3
value: 40.263
verified: no, type: mrr_at_5
value: 41.957
verified: no, type: ndcg_at_1
value: 33.109
verified: no, type: ndcg_at_10
value: 43.556
verified: no, type: ndcg_at_100
value: 49.197
verified: no, type: ndcg_at_1000
value: 51.269
verified: no, type: ndcg_at_3
value: 38.01
verified: no, type: ndcg_at_5
value: 40.647
verified: no, type: precision_at_1
value: 33.109
verified: no, type: precision_at_10
value: 8.085
verified: no, type: precision_at_100
value: 1.286
verified: no, type: precision_at_1000
value: 0.166
verified: no, type: precision_at_3
value: 18.191
verified: no, type: precision_at_5
value: 13.050999999999998
verified: no, type: recall_at_1
value: 26.821
verified: no, type: recall_at_10
value: 56.818000000000005
verified: no, type: recall_at_100
value: 80.63
verified: no, type: recall_at_1000
value: 94.042
verified: no, type: recall_at_3
value: 41.266000000000005
verified: no, type: recall_at_5
value: 48.087999999999994
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackProgrammersRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 22.169
verified: no, type: map_at_10
value: 31.682
verified: no, type: map_at_100
value: 32.988
verified: no, type: map_at_1000
value: 33.097
verified: no, type: map_at_3
value: 28.708
verified: no, type: map_at_5
value: 30.319000000000003
verified: no, type: mrr_at_1
value: 27.854
verified: no, type: mrr_at_10
value: 36.814
verified: no, type: mrr_at_100
value: 37.741
verified: no, type: mrr_at_1000
value: 37.798
verified: no, type: mrr_at_3
value: 34.418
verified: no, type: mrr_at_5
value: 35.742000000000004
verified: no, type: ndcg_at_1
value: 27.854
verified: no, type: ndcg_at_10
value: 37.388
verified: no, type: ndcg_at_100
value: 43.342999999999996
verified: no, type: ndcg_at_1000
value: 45.829
verified: no, type: ndcg_at_3
value: 32.512
verified: no, type: ndcg_at_5
value: 34.613
verified: no, type: precision_at_1
value: 27.854
verified: no, type: precision_at_10
value: 7.031999999999999
verified: no, type: precision_at_100
value: 1.18
verified: no, type: precision_at_1000
value: 0.158
verified: no, type: precision_at_3
value: 15.753
verified: no, type: precision_at_5
value: 11.301
verified: no, type: recall_at_1
value: 22.169
verified: no, type: recall_at_10
value: 49.44
verified: no, type: recall_at_100
value: 75.644
verified: no, type: recall_at_1000
value: 92.919
verified: no, type: recall_at_3
value: 35.528999999999996
verified: no, type: recall_at_5
value: 41.271
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 24.20158333333334
verified: no, type: map_at_10
value: 33.509
verified: no, type: map_at_100
value: 34.76525
verified: no, type: map_at_1000
value: 34.885999999999996
verified: no, type: map_at_3
value: 30.594333333333335
verified: no, type: map_at_5
value: 32.160666666666664
verified: no, type: mrr_at_1
value: 28.803833333333333
verified: no, type: mrr_at_10
value: 37.61358333333333
verified: no, type: mrr_at_100
value: 38.5105
verified: no, type: mrr_at_1000
value: 38.56841666666667
verified: no, type: mrr_at_3
value: 35.090666666666664
verified: no, type: mrr_at_5
value: 36.49575
verified: no, type: ndcg_at_1
value: 28.803833333333333
verified: no, type: ndcg_at_10
value: 39.038333333333334
verified: no, type: ndcg_at_100
value: 44.49175
verified: no, type: ndcg_at_1000
value: 46.835499999999996
verified: no, type: ndcg_at_3
value: 34.011916666666664
verified: no, type: ndcg_at_5
value: 36.267
verified: no, type: precision_at_1
value: 28.803833333333333
verified: no, type: precision_at_10
value: 6.974583333333334
verified: no, type: precision_at_100
value: 1.1565
verified: no, type: precision_at_1000
value: 0.15533333333333332
verified: no, type: precision_at_3
value: 15.78025
verified: no, type: precision_at_5
value: 11.279583333333333
verified: no, type: recall_at_1
value: 24.20158333333334
verified: no, type: recall_at_10
value: 51.408
verified: no, type: recall_at_100
value: 75.36958333333334
verified: no, type: recall_at_1000
value: 91.5765
verified: no, type: recall_at_3
value: 37.334500000000006
verified: no, type: recall_at_5
value: 43.14666666666667
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackStatsRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 21.394
verified: no, type: map_at_10
value: 28.807
verified: no, type: map_at_100
value: 29.851
verified: no, type: map_at_1000
value: 29.959999999999997
verified: no, type: map_at_3
value: 26.694000000000003
verified: no, type: map_at_5
value: 27.805999999999997
verified: no, type: mrr_at_1
value: 23.773
verified: no, type: mrr_at_10
value: 30.895
verified: no, type: mrr_at_100
value: 31.894
verified: no, type: mrr_at_1000
value: 31.971
verified: no, type: mrr_at_3
value: 28.988000000000003
verified: no, type: mrr_at_5
value: 29.908
verified: no, type: ndcg_at_1
value: 23.773
verified: no, type: ndcg_at_10
value: 32.976
verified: no, type: ndcg_at_100
value: 38.109
verified: no, type: ndcg_at_1000
value: 40.797
verified: no, type: ndcg_at_3
value: 28.993999999999996
verified: no, type: ndcg_at_5
value: 30.659999999999997
verified: no, type: precision_at_1
value: 23.773
verified: no, type: precision_at_10
value: 5.2299999999999995
verified: no, type: precision_at_100
value: 0.857
verified: no, type: precision_at_1000
value: 0.117
verified: no, type: precision_at_3
value: 12.73
verified: no, type: precision_at_5
value: 8.741999999999999
verified: no, type: recall_at_1
value: 21.394
verified: no, type: recall_at_10
value: 43.75
verified: no, type: recall_at_100
value: 66.765
verified: no, type: recall_at_1000
value: 86.483
verified: no, type: recall_at_3
value: 32.542
verified: no, type: recall_at_5
value: 36.689
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackTexRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 16.266
verified: no, type: map_at_10
value: 23.639
verified: no, type: map_at_100
value: 24.814
verified: no, type: map_at_1000
value: 24.948
verified: no, type: map_at_3
value: 21.401999999999997
verified: no, type: map_at_5
value: 22.581
verified: no, type: mrr_at_1
value: 19.718
verified: no, type: mrr_at_10
value: 27.276
verified: no, type: mrr_at_100
value: 28.252
verified: no, type: mrr_at_1000
value: 28.33
verified: no, type: mrr_at_3
value: 25.086000000000002
verified: no, type: mrr_at_5
value: 26.304
verified: no, type: ndcg_at_1
value: 19.718
verified: no, type: ndcg_at_10
value: 28.254
verified: no, type: ndcg_at_100
value: 34.022999999999996
verified: no, type: ndcg_at_1000
value: 37.031
verified: no, type: ndcg_at_3
value: 24.206
verified: no, type: ndcg_at_5
value: 26.009
verified: no, type: precision_at_1
value: 19.718
verified: no, type: precision_at_10
value: 5.189
verified: no, type: precision_at_100
value: 0.9690000000000001
verified: no, type: precision_at_1000
value: 0.14200000000000002
verified: no, type: precision_at_3
value: 11.551
verified: no, type: precision_at_5
value: 8.362
verified: no, type: recall_at_1
value: 16.266
verified: no, type: recall_at_10
value: 38.550000000000004
verified: no, type: recall_at_100
value: 64.63499999999999
verified: no, type: recall_at_1000
value: 86.059
verified: no, type: recall_at_3
value: 27.156000000000002
verified: no, type: recall_at_5
value: 31.829
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackUnixRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 26.124000000000002
verified: no, type: map_at_10
value: 35.099000000000004
verified: no, type: map_at_100
value: 36.269
verified: no, type: map_at_1000
value: 36.388999999999996
verified: no, type: map_at_3
value: 32.017
verified: no, type: map_at_5
value: 33.614
verified: no, type: mrr_at_1
value: 31.25
verified: no, type: mrr_at_10
value: 39.269999999999996
verified: no, type: mrr_at_100
value: 40.134
verified: no, type: mrr_at_1000
value: 40.197
verified: no, type: mrr_at_3
value: 36.536
verified: no, type: mrr_at_5
value: 37.842
verified: no, type: ndcg_at_1
value: 31.25
verified: no, type: ndcg_at_10
value: 40.643
verified: no, type: ndcg_at_100
value: 45.967999999999996
verified: no, type: ndcg_at_1000
value: 48.455999999999996
verified: no, type: ndcg_at_3
value: 34.954
verified: no, type: ndcg_at_5
value: 37.273
verified: no, type: precision_at_1
value: 31.25
verified: no, type: precision_at_10
value: 6.894
verified: no, type: precision_at_100
value: 1.086
verified: no, type: precision_at_1000
value: 0.14200000000000002
verified: no, type: precision_at_3
value: 15.672
verified: no, type: precision_at_5
value: 11.082
verified: no, type: recall_at_1
value: 26.124000000000002
verified: no, type: recall_at_10
value: 53.730999999999995
verified: no, type: recall_at_100
value: 76.779
verified: no, type: recall_at_1000
value: 93.908
verified: no, type: recall_at_3
value: 37.869
verified: no, type: recall_at_5
value: 43.822
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackWebmastersRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 21.776
verified: no, type: map_at_10
value: 31.384
verified: no, type: map_at_100
value: 33.108
verified: no, type: map_at_1000
value: 33.339
verified: no, type: map_at_3
value: 28.269
verified: no, type: map_at_5
value: 30.108
verified: no, type: mrr_at_1
value: 26.482
verified: no, type: mrr_at_10
value: 35.876000000000005
verified: no, type: mrr_at_100
value: 36.887
verified: no, type: mrr_at_1000
value: 36.949
verified: no, type: mrr_at_3
value: 32.971000000000004
verified: no, type: mrr_at_5
value: 34.601
verified: no, type: ndcg_at_1
value: 26.482
verified: no, type: ndcg_at_10
value: 37.403999999999996
verified: no, type: ndcg_at_100
value: 43.722
verified: no, type: ndcg_at_1000
value: 46.417
verified: no, type: ndcg_at_3
value: 32.149
verified: no, type: ndcg_at_5
value: 34.818
verified: no, type: precision_at_1
value: 26.482
verified: no, type: precision_at_10
value: 7.411
verified: no, type: precision_at_100
value: 1.532
verified: no, type: precision_at_1000
value: 0.24
verified: no, type: precision_at_3
value: 15.152
verified: no, type: precision_at_5
value: 11.501999999999999
verified: no, type: recall_at_1
value: 21.776
verified: no, type: recall_at_10
value: 49.333
verified: no, type: recall_at_100
value: 76.753
verified: no, type: recall_at_1000
value: 93.762
verified: no, type: recall_at_3
value: 35.329
verified: no, type: recall_at_5
value: 41.82
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackWordpressRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 18.990000000000002
verified: no, type: map_at_10
value: 26.721
verified: no, type: map_at_100
value: 27.833999999999996
verified: no, type: map_at_1000
value: 27.947
verified: no, type: map_at_3
value: 24.046
verified: no, type: map_at_5
value: 25.491999999999997
verified: no, type: mrr_at_1
value: 20.702
verified: no, type: mrr_at_10
value: 28.691
verified: no, type: mrr_at_100
value: 29.685
verified: no, type: mrr_at_1000
value: 29.764000000000003
verified: no, type: mrr_at_3
value: 26.124000000000002
verified: no, type: mrr_at_5
value: 27.584999999999997
verified: no, type: ndcg_at_1
value: 20.702
verified: no, type: ndcg_at_10
value: 31.473000000000003
verified: no, type: ndcg_at_100
value: 37.061
verified: no, type: ndcg_at_1000
value: 39.784000000000006
verified: no, type: ndcg_at_3
value: 26.221
verified: no, type: ndcg_at_5
value: 28.655
verified: no, type: precision_at_1
value: 20.702
verified: no, type: precision_at_10
value: 5.083
verified: no, type: precision_at_100
value: 0.8500000000000001
verified: no, type: precision_at_1000
value: 0.121
verified: no, type: precision_at_3
value: 11.275
verified: no, type: precision_at_5
value: 8.17
verified: no, type: recall_at_1
value: 18.990000000000002
verified: no, type: recall_at_10
value: 44.318999999999996
verified: no, type: recall_at_100
value: 69.98
verified: no, type: recall_at_1000
value: 90.171
verified: no, type: recall_at_3
value: 30.246000000000002
verified: no, type: recall_at_5
value: 35.927
verified: no, task: type: Retrieval
dataset: type: climate-fever
name: MTEB ClimateFEVER
config: default
split: test
revision: None
metrics: type: map_at_1
value: 9.584
verified: no, type: map_at_10
value: 16.148
verified: no, type: map_at_100
value: 17.727
verified: no, type: map_at_1000
value: 17.913999999999998
verified: no, type: map_at_3
value: 13.456000000000001
verified: no, type: map_at_5
value: 14.841999999999999
verified: no, type: mrr_at_1
value: 21.564
verified: no, type: mrr_at_10
value: 31.579
verified: no, type: mrr_at_100
value: 32.586999999999996
verified: no, type: mrr_at_1000
value: 32.638
verified: no, type: mrr_at_3
value: 28.294999999999998
verified: no, type: mrr_at_5
value: 30.064
verified: no, type: ndcg_at_1
value: 21.564
verified: no, type: ndcg_at_10
value: 23.294999999999998
verified: no, type: ndcg_at_100
value: 29.997
verified: no, type: ndcg_at_1000
value: 33.517
verified: no, type: ndcg_at_3
value: 18.759
verified: no, type: ndcg_at_5
value: 20.324
verified: no, type: precision_at_1
value: 21.564
verified: no, type: precision_at_10
value: 7.362
verified: no, type: precision_at_100
value: 1.451
verified: no, type: precision_at_1000
value: 0.21
verified: no, type: precision_at_3
value: 13.919999999999998
verified: no, type: precision_at_5
value: 10.879
verified: no, type: recall_at_1
value: 9.584
verified: no, type: recall_at_10
value: 28.508
verified: no, type: recall_at_100
value: 51.873999999999995
verified: no, type: recall_at_1000
value: 71.773
verified: no, type: recall_at_3
value: 17.329
verified: no, type: recall_at_5
value: 21.823
verified: no, task: type: Retrieval
dataset: type: dbpedia-entity
name: MTEB DBPedia
config: default
split: test
revision: None
metrics: type: map_at_1
value: 7.034
verified: no, type: map_at_10
value: 14.664
verified: no, type: map_at_100
value: 19.652
verified: no, type: map_at_1000
value: 20.701
verified: no, type: map_at_3
value: 10.626
verified: no, type: map_at_5
value: 12.334
verified: no, type: mrr_at_1
value: 54
verified: no, type: mrr_at_10
value: 63.132
verified: no, type: mrr_at_100
value: 63.639
verified: no, type: mrr_at_1000
value: 63.663000000000004
verified: no, type: mrr_at_3
value: 61.083
verified: no, type: mrr_at_5
value: 62.483
verified: no, type: ndcg_at_1
value: 42.875
verified: no, type: ndcg_at_10
value: 32.04
verified: no, type: ndcg_at_100
value: 35.157
verified: no, type: ndcg_at_1000
value: 41.4
verified: no, type: ndcg_at_3
value: 35.652
verified: no, type: ndcg_at_5
value: 33.617000000000004
verified: no, type: precision_at_1
value: 54
verified: no, type: precision_at_10
value: 25.55
verified: no, type: precision_at_100
value: 7.5600000000000005
verified: no, type: precision_at_1000
value: 1.577
verified: no, type: precision_at_3
value: 38.833
verified: no, type: precision_at_5
value: 33.15
verified: no, type: recall_at_1
value: 7.034
verified: no, type: recall_at_10
value: 19.627
verified: no, type: recall_at_100
value: 40.528
verified: no, type: recall_at_1000
value: 60.789
verified: no, type: recall_at_3
value: 11.833
verified: no, type: recall_at_5
value: 14.804
verified: no, task: type: Classification
dataset: type: mteb/emotion
name: MTEB EmotionClassification
config: default
split: test
revision: 4f58c6b202a23cf9a4da393831edf4f9183cad37
metrics: type: accuracy
value: 39.6
verified: no, type: f1
value: 35.3770765501984
verified: no, task: type: Retrieval
dataset: type: fever
name: MTEB FEVER
config: default
split: test
revision: None
metrics: type: map_at_1
value: 35.098
verified: no, type: map_at_10
value: 46.437
verified: no, type: map_at_100
value: 47.156
verified: no, type: map_at_1000
value: 47.193000000000005
verified: no, type: map_at_3
value: 43.702000000000005
verified: no, type: map_at_5
value: 45.326
verified: no, type: mrr_at_1
value: 37.774
verified: no, type: mrr_at_10
value: 49.512
verified: no, type: mrr_at_100
value: 50.196
verified: no, type: mrr_at_1000
value: 50.224000000000004
verified: no, type: mrr_at_3
value: 46.747
verified: no, type: mrr_at_5
value: 48.415
verified: no, type: ndcg_at_1
value: 37.774
verified: no, type: ndcg_at_10
value: 52.629000000000005
verified: no, type: ndcg_at_100
value: 55.995
verified: no, type: ndcg_at_1000
value: 56.962999999999994
verified: no, type: ndcg_at_3
value: 47.188
verified: no, type: ndcg_at_5
value: 50.019000000000005
verified: no, type: precision_at_1
value: 37.774
verified: no, type: precision_at_10
value: 7.541
verified: no, type: precision_at_100
value: 0.931
verified: no, type: precision_at_1000
value: 0.10300000000000001
verified: no, type: precision_at_3
value: 19.572
verified: no, type: precision_at_5
value: 13.288
verified: no, type: recall_at_1
value: 35.098
verified: no, type: recall_at_10
value: 68.818
verified: no, type: recall_at_100
value: 84.004
verified: no, type: recall_at_1000
value: 91.36800000000001
verified: no, type: recall_at_3
value: 54.176
verified: no, type: recall_at_5
value: 60.968999999999994
verified: no, task: type: Retrieval
dataset: type: fiqa
name: MTEB FiQA2018
config: default
split: test
revision: None
metrics: type: map_at_1
value: 17.982
verified: no, type: map_at_10
value: 28.994999999999997
verified: no, type: map_at_100
value: 30.868000000000002
verified: no, type: map_at_1000
value: 31.045
verified: no, type: map_at_3
value: 25.081999999999997
verified: no, type: map_at_5
value: 27.303
verified: no, type: mrr_at_1
value: 35.031
verified: no, type: mrr_at_10
value: 43.537
verified: no, type: mrr_at_100
value: 44.422
verified: no, type: mrr_at_1000
value: 44.471
verified: no, type: mrr_at_3
value: 41.024
verified: no, type: mrr_at_5
value: 42.42
verified: no, type: ndcg_at_1
value: 35.031
verified: no, type: ndcg_at_10
value: 36.346000000000004
verified: no, type: ndcg_at_100
value: 43.275000000000006
verified: no, type: ndcg_at_1000
value: 46.577
verified: no, type: ndcg_at_3
value: 32.42
verified: no, type: ndcg_at_5
value: 33.841
verified: no, type: precision_at_1
value: 35.031
verified: no, type: precision_at_10
value: 10.231
verified: no, type: precision_at_100
value: 1.728
verified: no, type: precision_at_1000
value: 0.231
verified: no, type: precision_at_3
value: 21.553
verified: no, type: precision_at_5
value: 16.204
verified: no, type: recall_at_1
value: 17.982
verified: no, type: recall_at_10
value: 43.169000000000004
verified: no, type: recall_at_100
value: 68.812
verified: no, type: recall_at_1000
value: 89.008
verified: no, type: recall_at_3
value: 29.309
verified: no, type: recall_at_5
value: 35.514
verified: no, task: type: Retrieval
dataset: type: hotpotqa
name: MTEB HotpotQA
config: default
split: test
revision: None
metrics: type: map_at_1
value: 27.387
verified: no, type: map_at_10
value: 36.931000000000004
verified: no, type: map_at_100
value: 37.734
verified: no, type: map_at_1000
value: 37.818000000000005
verified: no, type: map_at_3
value: 34.691
verified: no, type: map_at_5
value: 36.016999999999996
verified: no, type: mrr_at_1
value: 54.774
verified: no, type: mrr_at_10
value: 62.133
verified: no, type: mrr_at_100
value: 62.587
verified: no, type: mrr_at_1000
value: 62.61600000000001
verified: no, type: mrr_at_3
value: 60.49099999999999
verified: no, type: mrr_at_5
value: 61.480999999999995
verified: no, type: ndcg_at_1
value: 54.774
verified: no, type: ndcg_at_10
value: 45.657
verified: no, type: ndcg_at_100
value: 48.954
verified: no, type: ndcg_at_1000
value: 50.78
verified: no, type: ndcg_at_3
value: 41.808
verified: no, type: ndcg_at_5
value: 43.816
verified: no, type: precision_at_1
value: 54.774
verified: no, type: precision_at_10
value: 9.479
verified: no, type: precision_at_100
value: 1.208
verified: no, type: precision_at_1000
value: 0.145
verified: no, type: precision_at_3
value: 25.856
verified: no, type: precision_at_5
value: 17.102
verified: no, type: recall_at_1
value: 27.387
verified: no, type: recall_at_10
value: 47.394
verified: no, type: recall_at_100
value: 60.397999999999996
verified: no, type: recall_at_1000
value: 72.54599999999999
verified: no, type: recall_at_3
value: 38.785
verified: no, type: recall_at_5
value: 42.754999999999995
verified: no, task: type: Classification
dataset: type: mteb/imdb
name: MTEB ImdbClassification
config: default
split: test
revision: 3d86128a09e091d6018b6d26cad27f2739fc2db7
metrics: type: accuracy
value: 61.217999999999996
verified: no, type: ap
value: 56.84286974948407
verified: no, type: f1
value: 60.99211195455131
verified: no, task: type: Retrieval
dataset: type: msmarco
name: MTEB MSMARCO
config: default
split: dev
revision: None
metrics: type: map_at_1
value: 19.224
verified: no, type: map_at_10
value: 30.448999999999998
verified: no, type: map_at_100
value: 31.663999999999998
verified: no, type: map_at_1000
value: 31.721
verified: no, type: map_at_3
value: 26.922
verified: no, type: map_at_5
value: 28.906
verified: no, type: mrr_at_1
value: 19.756
verified: no, type: mrr_at_10
value: 30.994
verified: no, type: mrr_at_100
value: 32.161
verified: no, type: mrr_at_1000
value: 32.213
verified: no, type: mrr_at_3
value: 27.502
verified: no, type: mrr_at_5
value: 29.48
verified: no, type: ndcg_at_1
value: 19.742
verified: no, type: ndcg_at_10
value: 36.833
verified: no, type: ndcg_at_100
value: 42.785000000000004
verified: no, type: ndcg_at_1000
value: 44.291000000000004
verified: no, type: ndcg_at_3
value: 29.580000000000002
verified: no, type: ndcg_at_5
value: 33.139
verified: no, type: precision_at_1
value: 19.742
verified: no, type: precision_at_10
value: 5.894
verified: no, type: precision_at_100
value: 0.889
verified: no, type: precision_at_1000
value: 0.10200000000000001
verified: no, type: precision_at_3
value: 12.665000000000001
verified: no, type: precision_at_5
value: 9.393
verified: no, type: recall_at_1
value: 19.224
verified: no, type: recall_at_10
value: 56.538999999999994
verified: no, type: recall_at_100
value: 84.237
verified: no, type: recall_at_1000
value: 95.965
verified: no, type: recall_at_3
value: 36.71
verified: no, type: recall_at_5
value: 45.283
verified: no, task: type: Classification
dataset: type: mteb/mtop_domain
name: MTEB MTOPDomainClassification (en)
config: en
split: test
revision: d80d48c1eb48d3562165c59d59d0034df9fff0bf
metrics: type: accuracy
value: 89.97264021887824
verified: no, type: f1
value: 89.53607318488027
verified: no, task: type: Classification
dataset: type: mteb/mtop_intent
name: MTEB MTOPIntentClassification (en)
config: en
split: test
revision: ae001d0e6b1228650b7bd1c2c65fb50ad11a8aba
metrics: type: accuracy
value: 59.566803465572285
verified: no, type: f1
value: 40.94003955225124
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: 66.7787491593813
verified: no, type: f1
value: 64.51190971513093
verified: no, task: type: Classification
dataset: type: mteb/amazon_massive_scenario
name: MTEB MassiveScenarioClassification (en)
config: en
split: test
revision: 7d571f92784cd94a019292a1f45445077d0ef634
metrics: type: accuracy
value: 73.7794216543376
verified: no, type: f1
value: 72.71852261076475
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: 28.40883054472429
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: 26.144338339113617
verified: no, task: type: Reranking
dataset: type: mteb/mind_small
name: MTEB MindSmallReranking
config: default
split: test
revision: 3bdac13927fdc888b903db93b2ffdbd90b295a69
metrics: type: map
value: 30.894071459751267
verified: no, type: mrr
value: 31.965886150526256
verified: no, task: type: Retrieval
dataset: type: nfcorpus
name: MTEB NFCorpus
config: default
split: test
revision: None
metrics: type: map_at_1
value: 5.024
verified: no, type: map_at_10
value: 10.533
verified: no, type: map_at_100
value: 12.97
verified: no, type: map_at_1000
value: 14.163
verified: no, type: map_at_3
value: 7.971
verified: no, type: map_at_5
value: 9.15
verified: no, type: mrr_at_1
value: 40.867
verified: no, type: mrr_at_10
value: 48.837
verified: no, type: mrr_at_100
value: 49.464999999999996
verified: no, type: mrr_at_1000
value: 49.509
verified: no, type: mrr_at_3
value: 46.800999999999995
verified: no, type: mrr_at_5
value: 47.745
verified: no, type: ndcg_at_1
value: 38.854
verified: no, type: ndcg_at_10
value: 29.674
verified: no, type: ndcg_at_100
value: 26.66
verified: no, type: ndcg_at_1000
value: 35.088
verified: no, type: ndcg_at_3
value: 34.838
verified: no, type: ndcg_at_5
value: 32.423
verified: no, type: precision_at_1
value: 40.248
verified: no, type: precision_at_10
value: 21.826999999999998
verified: no, type: precision_at_100
value: 6.78
verified: no, type: precision_at_1000
value: 1.889
verified: no, type: precision_at_3
value: 32.405
verified: no, type: precision_at_5
value: 27.74
verified: no, type: recall_at_1
value: 5.024
verified: no, type: recall_at_10
value: 13.996
verified: no, type: recall_at_100
value: 26.636
verified: no, type: recall_at_1000
value: 57.816
verified: no, type: recall_at_3
value: 9.063
verified: no, type: recall_at_5
value: 10.883
verified: no, task: type: Retrieval
dataset: type: nq
name: MTEB NQ
config: default
split: test
revision: None
metrics: type: map_at_1
value: 23.088
verified: no, type: map_at_10
value: 36.915
verified: no, type: map_at_100
value: 38.141999999999996
verified: no, type: map_at_1000
value: 38.191
verified: no, type: map_at_3
value: 32.458999999999996
verified: no, type: map_at_5
value: 35.004999999999995
verified: no, type: mrr_at_1
value: 26.101000000000003
verified: no, type: mrr_at_10
value: 39.1
verified: no, type: mrr_at_100
value: 40.071
verified: no, type: mrr_at_1000
value: 40.106
verified: no, type: mrr_at_3
value: 35.236000000000004
verified: no, type: mrr_at_5
value: 37.43
verified: no, type: ndcg_at_1
value: 26.072
verified: no, type: ndcg_at_10
value: 44.482
verified: no, type: ndcg_at_100
value: 49.771
verified: no, type: ndcg_at_1000
value: 50.903
verified: no, type: ndcg_at_3
value: 35.922
verified: no, type: ndcg_at_5
value: 40.178000000000004
verified: no, type: precision_at_1
value: 26.072
verified: no, type: precision_at_10
value: 7.795000000000001
verified: no, type: precision_at_100
value: 1.072
verified: no, type: precision_at_1000
value: 0.11800000000000001
verified: no, type: precision_at_3
value: 16.725
verified: no, type: precision_at_5
value: 12.468
verified: no, type: recall_at_1
value: 23.088
verified: no, type: recall_at_10
value: 65.534
verified: no, type: recall_at_100
value: 88.68
verified: no, type: recall_at_1000
value: 97.101
verified: no, type: recall_at_3
value: 43.161
verified: no, type: recall_at_5
value: 52.959999999999994
verified: no, task: type: Retrieval
dataset: type: quora
name: MTEB QuoraRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 69.612
verified: no, type: map_at_10
value: 83.292
verified: no, type: map_at_100
value: 83.96000000000001
verified: no, type: map_at_1000
value: 83.978
verified: no, type: map_at_3
value: 80.26299999999999
verified: no, type: map_at_5
value: 82.11500000000001
verified: no, type: mrr_at_1
value: 80.21000000000001
verified: no, type: mrr_at_10
value: 86.457
verified: no, type: mrr_at_100
value: 86.58500000000001
verified: no, type: mrr_at_1000
value: 86.587
verified: no, type: mrr_at_3
value: 85.452
verified: no, type: mrr_at_5
value: 86.101
verified: no, type: ndcg_at_1
value: 80.21000000000001
verified: no, type: ndcg_at_10
value: 87.208
verified: no, type: ndcg_at_100
value: 88.549
verified: no, type: ndcg_at_1000
value: 88.683
verified: no, type: ndcg_at_3
value: 84.20400000000001
verified: no, type: ndcg_at_5
value: 85.768
verified: no, type: precision_at_1
value: 80.21000000000001
verified: no, type: precision_at_10
value: 13.29
verified: no, type: precision_at_100
value: 1.5230000000000001
verified: no, type: precision_at_1000
value: 0.156
verified: no, type: precision_at_3
value: 36.767
verified: no, type: precision_at_5
value: 24.2
verified: no, type: recall_at_1
value: 69.612
verified: no, type: recall_at_10
value: 94.651
verified: no, type: recall_at_100
value: 99.297
verified: no, type: recall_at_1000
value: 99.95100000000001
verified: no, type: recall_at_3
value: 86.003
verified: no, type: recall_at_5
value: 90.45100000000001
verified: no, task: type: Clustering
dataset: type: mteb/reddit-clustering
name: MTEB RedditClustering
config: default
split: test
revision: 24640382cdbf8abc73003fb0fa6d111a705499eb
metrics: type: v_measure
value: 46.28945925252077
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: 50.954446620859684
verified: no, task: type: Retrieval
dataset: type: scidocs
name: MTEB SCIDOCS
config: default
split: test
revision: None
metrics: type: map_at_1
value: 3.888
verified: no, type: map_at_10
value: 9.21
verified: no, type: map_at_100
value: 10.629
verified: no, type: map_at_1000
value: 10.859
verified: no, type: map_at_3
value: 6.743
verified: no, type: map_at_5
value: 7.982
verified: no, type: mrr_at_1
value: 19.1
verified: no, type: mrr_at_10
value: 28.294000000000004
verified: no, type: mrr_at_100
value: 29.326999999999998
verified: no, type: mrr_at_1000
value: 29.414
verified: no, type: mrr_at_3
value: 25.367
verified: no, type: mrr_at_5
value: 27.002
verified: no, type: ndcg_at_1
value: 19.1
verified: no, type: ndcg_at_10
value: 15.78
verified: no, type: ndcg_at_100
value: 21.807000000000002
verified: no, type: ndcg_at_1000
value: 26.593
verified: no, type: ndcg_at_3
value: 15.204999999999998
verified: no, type: ndcg_at_5
value: 13.217
verified: no, type: precision_at_1
value: 19.1
verified: no, type: precision_at_10
value: 7.9799999999999995
verified: no, type: precision_at_100
value: 1.667
verified: no, type: precision_at_1000
value: 0.28300000000000003
verified: no, type: precision_at_3
value: 13.933000000000002
verified: no, type: precision_at_5
value: 11.379999999999999
verified: no, type: recall_at_1
value: 3.888
verified: no, type: recall_at_10
value: 16.17
verified: no, type: recall_at_100
value: 33.848
verified: no, type: recall_at_1000
value: 57.345
verified: no, type: recall_at_3
value: 8.468
verified: no, type: recall_at_5
value: 11.540000000000001
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: 79.05803116288386
verified: no, type: cos_sim_spearman
value: 70.0403855402571
verified: no, type: euclidean_pearson
value: 75.59006280166072
verified: no, type: euclidean_spearman
value: 70.04038926247613
verified: no, type: manhattan_pearson
value: 75.48136278078455
verified: no, type: manhattan_spearman
value: 69.9608897701754
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: 68.56836430603597
verified: no, type: cos_sim_spearman
value: 64.38407759822387
verified: no, type: euclidean_pearson
value: 65.93619045541732
verified: no, type: euclidean_spearman
value: 64.38184049884836
verified: no, type: manhattan_pearson
value: 65.97148637646873
verified: no, type: manhattan_spearman
value: 64.48011982438929
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: 75.990362280318
verified: no, type: cos_sim_spearman
value: 76.40621890996734
verified: no, type: euclidean_pearson
value: 76.01739766577184
verified: no, type: euclidean_spearman
value: 76.4062736496846
verified: no, type: manhattan_pearson
value: 76.04738378838042
verified: no, type: manhattan_spearman
value: 76.44991409719592
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: 74.8516957692617
verified: no, type: cos_sim_spearman
value: 69.325199098278
verified: no, type: euclidean_pearson
value: 73.37922793254768
verified: no, type: euclidean_spearman
value: 69.32520119670215
verified: no, type: manhattan_pearson
value: 73.3795212376615
verified: no, type: manhattan_spearman
value: 69.35306787926315
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: 78.644002190612
verified: no, type: cos_sim_spearman
value: 80.18337978181648
verified: no, type: euclidean_pearson
value: 79.7628642371887
verified: no, type: euclidean_spearman
value: 80.18337906907526
verified: no, type: manhattan_pearson
value: 79.68810722704522
verified: no, type: manhattan_spearman
value: 80.10664518173466
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: 77.8303940874723
verified: no, type: cos_sim_spearman
value: 79.56812599677549
verified: no, type: euclidean_pearson
value: 79.38928950396344
verified: no, type: euclidean_spearman
value: 79.56812556750812
verified: no, type: manhattan_pearson
value: 79.41057583507681
verified: no, type: manhattan_spearman
value: 79.57604428731142
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: 78.90792116013353
verified: no, type: cos_sim_spearman
value: 81.18059230233499
verified: no, type: euclidean_pearson
value: 80.2622631297375
verified: no, type: euclidean_spearman
value: 81.18059230233499
verified: no, type: manhattan_pearson
value: 80.23946026135997
verified: no, type: manhattan_spearman
value: 81.11947325071426
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: 64.46850619973324
verified: no, type: cos_sim_spearman
value: 65.50839374141563
verified: no, type: euclidean_pearson
value: 66.60130812260707
verified: no, type: euclidean_spearman
value: 65.50839374141563
verified: no, type: manhattan_pearson
value: 66.58871918195092
verified: no, type: manhattan_spearman
value: 65.7347325297592
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: 75.71536124107834
verified: no, type: cos_sim_spearman
value: 75.98365906208434
verified: no, type: euclidean_pearson
value: 76.64573753881218
verified: no, type: euclidean_spearman
value: 75.98365906208434
verified: no, type: manhattan_pearson
value: 76.63637189172626
verified: no, type: manhattan_spearman
value: 75.9660207821009
verified: no, task: type: Reranking
dataset: type: mteb/scidocs-reranking
name: MTEB SciDocsRR
config: default
split: test
revision: d3c5e1fc0b855ab6097bf1cda04dd73947d7caab
metrics: type: map
value: 74.27669440147513
verified: no, type: mrr
value: 91.7729356699945
verified: no, task: type: Retrieval
dataset: type: scifact
name: MTEB SciFact
config: default
split: test
revision: None
metrics: type: map_at_1
value: 41.028
verified: no, type: map_at_10
value: 49.919000000000004
verified: no, type: map_at_100
value: 50.91
verified: no, type: map_at_1000
value: 50.955
verified: no, type: map_at_3
value: 47.785
verified: no, type: map_at_5
value: 49.084
verified: no, type: mrr_at_1
value: 43.667
verified: no, type: mrr_at_10
value: 51.342
verified: no, type: mrr_at_100
value: 52.197
verified: no, type: mrr_at_1000
value: 52.236000000000004
verified: no, type: mrr_at_3
value: 49.667
verified: no, type: mrr_at_5
value: 50.766999999999996
verified: no, type: ndcg_at_1
value: 43.667
verified: no, type: ndcg_at_10
value: 54.029
verified: no, type: ndcg_at_100
value: 58.909
verified: no, type: ndcg_at_1000
value: 60.131
verified: no, type: ndcg_at_3
value: 50.444
verified: no, type: ndcg_at_5
value: 52.354
verified: no, type: precision_at_1
value: 43.667
verified: no, type: precision_at_10
value: 7.432999999999999
verified: no, type: precision_at_100
value: 1
verified: no, type: precision_at_1000
value: 0.11100000000000002
verified: no, type: precision_at_3
value: 20.444000000000003
verified: no, type: precision_at_5
value: 13.533000000000001
verified: no, type: recall_at_1
value: 41.028
verified: no, type: recall_at_10
value: 65.011
verified: no, type: recall_at_100
value: 88.033
verified: no, type: recall_at_1000
value: 97.667
verified: no, type: recall_at_3
value: 55.394
verified: no, type: recall_at_5
value: 60.183
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: 99.76534653465346
verified: no, type: cos_sim_ap
value: 93.83756773536699
verified: no, type: cos_sim_f1
value: 87.91097622660598
verified: no, type: cos_sim_precision
value: 88.94575230296827
verified: no, type: cos_sim_recall
value: 86.9
verified: no, type: dot_accuracy
value: 99.76534653465346
verified: no, type: dot_ap
value: 93.83756773536699
verified: no, type: dot_f1
value: 87.91097622660598
verified: no, type: dot_precision
value: 88.94575230296827
verified: no, type: dot_recall
value: 86.9
verified: no, type: euclidean_accuracy
value: 99.76534653465346
verified: no, type: euclidean_ap
value: 93.837567735367
verified: no, type: euclidean_f1
value: 87.91097622660598
verified: no, type: euclidean_precision
value: 88.94575230296827
verified: no, type: euclidean_recall
value: 86.9
verified: no, type: manhattan_accuracy
value: 99.76633663366337
verified: no, type: manhattan_ap
value: 93.84480825492724
verified: no, type: manhattan_f1
value: 87.97145769622833
verified: no, type: manhattan_precision
value: 89.70893970893971
verified: no, type: manhattan_recall
value: 86.3
verified: no, type: max_accuracy
value: 99.76633663366337
verified: no, type: max_ap
value: 93.84480825492724
verified: no, type: max_f1
value: 87.97145769622833
verified: no, task: type: Clustering
dataset: type: mteb/stackexchange-clustering
name: MTEB StackExchangeClustering
config: default
split: test
revision: 6cbc1f7b2bc0622f2e39d2c77fa502909748c259
metrics: type: v_measure
value: 48.078155553339585
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: 33.34857297824906
verified: no, task: type: Reranking
dataset: type: mteb/stackoverflowdupquestions-reranking
name: MTEB StackOverflowDupQuestions
config: default
split: test
revision: e185fbe320c72810689fc5848eb6114e1ef5ec69
metrics: type: map
value: 50.06219491505384
verified: no, type: mrr
value: 50.77479097699686
verified: no, task: type: Summarization
dataset: type: mteb/summeval
name: MTEB SummEval
config: default
split: test
revision: cda12ad7615edc362dbf25a00fdd61d3b1eaf93c
metrics: type: cos_sim_pearson
value: 30.48401937651373
verified: no, type: cos_sim_spearman
value: 31.048654273022606
verified: no, type: dot_pearson
value: 30.484020082707847
verified: no, type: dot_spearman
value: 31.048654273022606
verified: no, task: type: Retrieval
dataset: type: trec-covid
name: MTEB TRECCOVID
config: default
split: test
revision: None
metrics: type: map_at_1
value: 0.183
verified: no, type: map_at_10
value: 1.32
verified: no, type: map_at_100
value: 7.01
verified: no, type: map_at_1000
value: 16.957
verified: no, type: map_at_3
value: 0.481
verified: no, type: map_at_5
value: 0.737
verified: no, type: mrr_at_1
value: 66
verified: no, type: mrr_at_10
value: 78.7
verified: no, type: mrr_at_100
value: 78.7
verified: no, type: mrr_at_1000
value: 78.7
verified: no, type: mrr_at_3
value: 76
verified: no, type: mrr_at_5
value: 78.7
verified: no, type: ndcg_at_1
value: 56.99999999999999
verified: no, type: ndcg_at_10
value: 55.846
verified: no, type: ndcg_at_100
value: 43.138
verified: no, type: ndcg_at_1000
value: 39.4
verified: no, type: ndcg_at_3
value: 57.306999999999995
verified: no, type: ndcg_at_5
value: 57.294
verified: no, type: precision_at_1
value: 66
verified: no, type: precision_at_10
value: 60
verified: no, type: precision_at_100
value: 44.6
verified: no, type: precision_at_1000
value: 17.8
verified: no, type: precision_at_3
value: 62
verified: no, type: precision_at_5
value: 62
verified: no, type: recall_at_1
value: 0.183
verified: no, type: recall_at_10
value: 1.583
verified: no, type: recall_at_100
value: 10.412
verified: no, type: recall_at_1000
value: 37.358999999999995
verified: no, type: recall_at_3
value: 0.516
verified: no, type: recall_at_5
value: 0.845
verified: no, task: type: Retrieval
dataset: type: webis-touche2020
name: MTEB Touche2020
config: default
split: test
revision: None
metrics: type: map_at_1
value: 1.7420000000000002
verified: no, type: map_at_10
value: 6.4879999999999995
verified: no, type: map_at_100
value: 11.654
verified: no, type: map_at_1000
value: 13.23
verified: no, type: map_at_3
value: 3.148
verified: no, type: map_at_5
value: 4.825
verified: no, type: mrr_at_1
value: 18.367
verified: no, type: mrr_at_10
value: 30.258000000000003
verified: no, type: mrr_at_100
value: 31.570999999999998
verified: no, type: mrr_at_1000
value: 31.594
verified: no, type: mrr_at_3
value: 26.19
verified: no, type: mrr_at_5
value: 28.027
verified: no, type: ndcg_at_1
value: 15.306000000000001
verified: no, type: ndcg_at_10
value: 15.608
verified: no, type: ndcg_at_100
value: 28.808
verified: no, type: ndcg_at_1000
value: 41.603
verified: no, type: ndcg_at_3
value: 13.357
verified: no, type: ndcg_at_5
value: 15.306000000000001
verified: no, type: precision_at_1
value: 18.367
verified: no, type: precision_at_10
value: 15.101999999999999
verified: no, type: precision_at_100
value: 6.49
verified: no, type: precision_at_1000
value: 1.488
verified: no, type: precision_at_3
value: 14.966
verified: no, type: precision_at_5
value: 17.143
verified: no, type: recall_at_1
value: 1.7420000000000002
verified: no, type: recall_at_10
value: 12.267
verified: no, type: recall_at_100
value: 41.105999999999995
verified: no, type: recall_at_1000
value: 80.569
verified: no, type: recall_at_3
value: 4.009
verified: no, type: recall_at_5
value: 7.417999999999999
verified: no, task: type: Classification
dataset: type: mteb/toxic_conversations_50k
name: MTEB ToxicConversationsClassification
config: default
split: test
revision: d7c0de2777da35d6aae2200a62c6e0e5af397c4c
metrics: type: accuracy
value: 65.1178
verified: no, type: ap
value: 11.974961582206614
verified: no, type: f1
value: 50.24491996814835
verified: no, task: type: Classification
dataset: type: mteb/tweet_sentiment_extraction
name: MTEB TweetSentimentExtractionClassification
config: default
split: test
revision: d604517c81ca91fe16a244d1248fc021f9ecee7a
metrics: type: accuracy
value: 51.63271080928127
verified: no, type: f1
value: 51.81589904316042
verified: no, task: type: Clustering
dataset: type: mteb/twentynewsgroups-clustering
name: MTEB TwentyNewsgroupsClustering
config: default
split: test
revision: 6125ec4e24fa026cec8a478383ee943acfbd5449
metrics: type: v_measure
value: 40.791709673552276
verified: no, task: type: PairClassification
dataset: type: mteb/twittersemeval2015-pairclassification
name: MTEB TwitterSemEval2015
config: default
split: test
revision: 70970daeab8776df92f5ea462b6173c0b46fd2d1
metrics: type: cos_sim_accuracy
value: 83.05418131966383
verified: no, type: cos_sim_ap
value: 64.72353098186304
verified: no, type: cos_sim_f1
value: 61.313330054107226
verified: no, type: cos_sim_precision
value: 57.415937356057114
verified: no, type: cos_sim_recall
value: 65.77836411609499
verified: no, type: dot_accuracy
value: 83.05418131966383
verified: no, type: dot_ap
value: 64.72352701424393
verified: no, type: dot_f1
value: 61.313330054107226
verified: no, type: dot_precision
value: 57.415937356057114
verified: no, type: dot_recall
value: 65.77836411609499
verified: no, type: euclidean_accuracy
value: 83.05418131966383
verified: no, type: euclidean_ap
value: 64.72353124585976
verified: no, type: euclidean_f1
value: 61.313330054107226
verified: no, type: euclidean_precision
value: 57.415937356057114
verified: no, type: euclidean_recall
value: 65.77836411609499
verified: no, type: manhattan_accuracy
value: 82.98861536627525
verified: no, type: manhattan_ap
value: 64.53981837182303
verified: no, type: manhattan_f1
value: 60.94911377930246
verified: no, type: manhattan_precision
value: 53.784056508577194
verified: no, type: manhattan_recall
value: 70.31662269129288
verified: no, type: max_accuracy
value: 83.05418131966383
verified: no, type: max_ap
value: 64.72353124585976
verified: no, type: max_f1
value: 61.313330054107226
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: 88.06225016493966
verified: no, type: cos_sim_ap
value: 84.00829172423475
verified: no, type: cos_sim_f1
value: 76.1288446157202
verified: no, type: cos_sim_precision
value: 72.11737153877945
verified: no, type: cos_sim_recall
value: 80.61287342161995
verified: no, type: dot_accuracy
value: 88.06225016493966
verified: no, type: dot_ap
value: 84.00827913374181
verified: no, type: dot_f1
value: 76.1288446157202
verified: no, type: dot_precision
value: 72.11737153877945
verified: no, type: dot_recall
value: 80.61287342161995
verified: no, type: euclidean_accuracy
value: 88.06225016493966
verified: no, type: euclidean_ap
value: 84.00827099295034
verified: no, type: euclidean_f1
value: 76.1288446157202
verified: no, type: euclidean_precision
value: 72.11737153877945
verified: no, type: euclidean_recall
value: 80.61287342161995
verified: no, type: manhattan_accuracy
value: 88.05642876547523
verified: no, type: manhattan_ap
value: 83.9157542691417
verified: no, type: manhattan_f1
value: 76.09045667447307
verified: no, type: manhattan_precision
value: 72.50348675034869
verified: no, type: manhattan_recall
value: 80.05081613797351
verified: no, type: max_accuracy
value: 88.06225016493966
verified: no, type: max_ap
value: 84.00829172423475
verified: no, type: max_f1
value: 76.1288446157202
verified: no
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Created: 2023-10-20 09:12:04