Model: llmrails/ember-v1
Author: llmrails
Pipeline: feature-extraction
Library: sentence-transformers
Tags: sentence-transformers, pytorch, safetensors, bert, feature-extraction, mteb, sentence-similarity, transformers, en, arxiv:2205.12035, arxiv:2209.11055, doi:10.57967/hf/2919, license:mit, model-index, text-embeddings-inference, endpoints_compatible, deploy:azure, region:us
Card metadata: tags: mteb, sentence-transformers, feature-extraction, sentence-similarity, transformers
language: en
license: mit
model-index: name: ember_v1
results: task: type: Classification
dataset: type: mteb/amazon_counterfactual
name: MTEB AmazonCounterfactualClassification (en)
config: en
split: test
revision: e8379541af4e31359cca9fbcf4b00f2671dba205
metrics: type: accuracy
value: 76.05970149253731
verified: no, type: ap
value: 38.76045348512767
verified: no, type: f1
value: 69.8824007294685
verified: no, task: type: Classification
dataset: type: mteb/amazon_polarity
name: MTEB AmazonPolarityClassification
config: default
split: test
revision: e2d317d38cd51312af73b3d32a06d1a08b442046
metrics: type: accuracy
value: 91.977
verified: no, type: ap
value: 88.63507587170176
verified: no, type: f1
value: 91.9524133311038
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: 47.938
verified: no, type: f1
value: 47.58273047536129
verified: no, task: type: Retrieval
dataset: type: arguana
name: MTEB ArguAna
config: default
split: test
revision: None
metrics: type: map_at_1
value: 41.252
verified: no, type: map_at_10
value: 56.567
verified: no, type: map_at_100
value: 57.07600000000001
verified: no, type: map_at_1000
value: 57.08
verified: no, type: map_at_3
value: 52.394
verified: no, type: map_at_5
value: 55.055
verified: no, type: mrr_at_1
value: 42.39
verified: no, type: mrr_at_10
value: 57.001999999999995
verified: no, type: mrr_at_100
value: 57.531
verified: no, type: mrr_at_1000
value: 57.535000000000004
verified: no, type: mrr_at_3
value: 52.845
verified: no, type: mrr_at_5
value: 55.47299999999999
verified: no, type: ndcg_at_1
value: 41.252
verified: no, type: ndcg_at_10
value: 64.563
verified: no, type: ndcg_at_100
value: 66.667
verified: no, type: ndcg_at_1000
value: 66.77
verified: no, type: ndcg_at_3
value: 56.120000000000005
verified: no, type: ndcg_at_5
value: 60.889
verified: no, type: precision_at_1
value: 41.252
verified: no, type: precision_at_10
value: 8.982999999999999
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: 22.309
verified: no, type: precision_at_5
value: 15.690000000000001
verified: no, type: recall_at_1
value: 41.252
verified: no, type: recall_at_10
value: 89.82900000000001
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: 66.927
verified: no, type: recall_at_5
value: 78.45
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: 48.5799968717232
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: 43.142844164856136
verified: no, task: type: Reranking
dataset: type: mteb/askubuntudupquestions-reranking
name: MTEB AskUbuntuDupQuestions
config: default
split: test
revision: 2000358ca161889fa9c082cb41daa8dcfb161a54
metrics: type: map
value: 64.45997990276463
verified: no, type: mrr
value: 77.85560392208592
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: 86.38299310075898
verified: no, type: cos_sim_spearman
value: 85.81038898286454
verified: no, type: euclidean_pearson
value: 84.28002556389774
verified: no, type: euclidean_spearman
value: 85.80315990248238
verified: no, type: manhattan_pearson
value: 83.9755390675032
verified: no, type: manhattan_spearman
value: 85.30435335611396
verified: no, task: type: Classification
dataset: type: mteb/banking77
name: MTEB Banking77Classification
config: default
split: test
revision: 0fd18e25b25c072e09e0d92ab615fda904d66300
metrics: type: accuracy
value: 87.89935064935065
verified: no, type: f1
value: 87.87886687103833
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: 38.84335510371379
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: 36.377963093857005
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackAndroidRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 32.557
verified: no, type: map_at_10
value: 44.501000000000005
verified: no, type: map_at_100
value: 46.11
verified: no, type: map_at_1000
value: 46.232
verified: no, type: map_at_3
value: 40.711000000000006
verified: no, type: map_at_5
value: 42.937
verified: no, type: mrr_at_1
value: 40.916000000000004
verified: no, type: mrr_at_10
value: 51.317
verified: no, type: mrr_at_100
value: 52.003
verified: no, type: mrr_at_1000
value: 52.044999999999995
verified: no, type: mrr_at_3
value: 48.569
verified: no, type: mrr_at_5
value: 50.322
verified: no, type: ndcg_at_1
value: 40.916000000000004
verified: no, type: ndcg_at_10
value: 51.353
verified: no, type: ndcg_at_100
value: 56.762
verified: no, type: ndcg_at_1000
value: 58.555
verified: no, type: ndcg_at_3
value: 46.064
verified: no, type: ndcg_at_5
value: 48.677
verified: no, type: precision_at_1
value: 40.916000000000004
verified: no, type: precision_at_10
value: 9.927999999999999
verified: no, type: precision_at_100
value: 1.592
verified: no, type: precision_at_1000
value: 0.20600000000000002
verified: no, type: precision_at_3
value: 22.078999999999997
verified: no, type: precision_at_5
value: 16.08
verified: no, type: recall_at_1
value: 32.557
verified: no, type: recall_at_10
value: 63.942
verified: no, type: recall_at_100
value: 86.436
verified: no, type: recall_at_1000
value: 97.547
verified: no, type: recall_at_3
value: 48.367
verified: no, type: recall_at_5
value: 55.818
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackEnglishRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 32.106
verified: no, type: map_at_10
value: 42.55
verified: no, type: map_at_100
value: 43.818
verified: no, type: map_at_1000
value: 43.952999999999996
verified: no, type: map_at_3
value: 39.421
verified: no, type: map_at_5
value: 41.276
verified: no, type: mrr_at_1
value: 39.936
verified: no, type: mrr_at_10
value: 48.484
verified: no, type: mrr_at_100
value: 49.123
verified: no, type: mrr_at_1000
value: 49.163000000000004
verified: no, type: mrr_at_3
value: 46.221000000000004
verified: no, type: mrr_at_5
value: 47.603
verified: no, type: ndcg_at_1
value: 39.936
verified: no, type: ndcg_at_10
value: 48.25
verified: no, type: ndcg_at_100
value: 52.674
verified: no, type: ndcg_at_1000
value: 54.638
verified: no, type: ndcg_at_3
value: 44.05
verified: no, type: ndcg_at_5
value: 46.125
verified: no, type: precision_at_1
value: 39.936
verified: no, type: precision_at_10
value: 9.096
verified: no, type: precision_at_100
value: 1.473
verified: no, type: precision_at_1000
value: 0.19499999999999998
verified: no, type: precision_at_3
value: 21.295
verified: no, type: precision_at_5
value: 15.121
verified: no, type: recall_at_1
value: 32.106
verified: no, type: recall_at_10
value: 58.107
verified: no, type: recall_at_100
value: 76.873
verified: no, type: recall_at_1000
value: 89.079
verified: no, type: recall_at_3
value: 45.505
verified: no, type: recall_at_5
value: 51.479
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackGamingRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 41.513
verified: no, type: map_at_10
value: 54.571999999999996
verified: no, type: map_at_100
value: 55.579
verified: no, type: map_at_1000
value: 55.626
verified: no, type: map_at_3
value: 51.127
verified: no, type: map_at_5
value: 53.151
verified: no, type: mrr_at_1
value: 47.398
verified: no, type: mrr_at_10
value: 57.82000000000001
verified: no, type: mrr_at_100
value: 58.457
verified: no, type: mrr_at_1000
value: 58.479000000000006
verified: no, type: mrr_at_3
value: 55.32899999999999
verified: no, type: mrr_at_5
value: 56.89999999999999
verified: no, type: ndcg_at_1
value: 47.398
verified: no, type: ndcg_at_10
value: 60.599000000000004
verified: no, type: ndcg_at_100
value: 64.366
verified: no, type: ndcg_at_1000
value: 65.333
verified: no, type: ndcg_at_3
value: 54.98
verified: no, type: ndcg_at_5
value: 57.874
verified: no, type: precision_at_1
value: 47.398
verified: no, type: precision_at_10
value: 9.806
verified: no, type: precision_at_100
value: 1.2590000000000001
verified: no, type: precision_at_1000
value: 0.13799999999999998
verified: no, type: precision_at_3
value: 24.619
verified: no, type: precision_at_5
value: 16.878
verified: no, type: recall_at_1
value: 41.513
verified: no, type: recall_at_10
value: 74.91799999999999
verified: no, type: recall_at_100
value: 90.96
verified: no, type: recall_at_1000
value: 97.923
verified: no, type: recall_at_3
value: 60.013000000000005
verified: no, type: recall_at_5
value: 67.245
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackGisRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 26.319
verified: no, type: map_at_10
value: 35.766999999999996
verified: no, type: map_at_100
value: 36.765
verified: no, type: map_at_1000
value: 36.829
verified: no, type: map_at_3
value: 32.888
verified: no, type: map_at_5
value: 34.538999999999994
verified: no, type: mrr_at_1
value: 28.249000000000002
verified: no, type: mrr_at_10
value: 37.766
verified: no, type: mrr_at_100
value: 38.62
verified: no, type: mrr_at_1000
value: 38.667
verified: no, type: mrr_at_3
value: 35.009
verified: no, type: mrr_at_5
value: 36.608000000000004
verified: no, type: ndcg_at_1
value: 28.249000000000002
verified: no, type: ndcg_at_10
value: 41.215
verified: no, type: ndcg_at_100
value: 46.274
verified: no, type: ndcg_at_1000
value: 48.007
verified: no, type: ndcg_at_3
value: 35.557
verified: no, type: ndcg_at_5
value: 38.344
verified: no, type: precision_at_1
value: 28.249000000000002
verified: no, type: precision_at_10
value: 6.429
verified: no, type: precision_at_100
value: 0.9480000000000001
verified: no, type: precision_at_1000
value: 0.11399999999999999
verified: no, type: precision_at_3
value: 15.179
verified: no, type: precision_at_5
value: 10.734
verified: no, type: recall_at_1
value: 26.319
verified: no, type: recall_at_10
value: 56.157999999999994
verified: no, type: recall_at_100
value: 79.65
verified: no, type: recall_at_1000
value: 92.73
verified: no, type: recall_at_3
value: 40.738
verified: no, type: recall_at_5
value: 47.418
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackMathematicaRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 18.485
verified: no, type: map_at_10
value: 27.400999999999996
verified: no, type: map_at_100
value: 28.665000000000003
verified: no, type: map_at_1000
value: 28.79
verified: no, type: map_at_3
value: 24.634
verified: no, type: map_at_5
value: 26.313
verified: no, type: mrr_at_1
value: 23.134
verified: no, type: mrr_at_10
value: 32.332
verified: no, type: mrr_at_100
value: 33.318
verified: no, type: mrr_at_1000
value: 33.384
verified: no, type: mrr_at_3
value: 29.664
verified: no, type: mrr_at_5
value: 31.262
verified: no, type: ndcg_at_1
value: 23.134
verified: no, type: ndcg_at_10
value: 33.016
verified: no, type: ndcg_at_100
value: 38.763
verified: no, type: ndcg_at_1000
value: 41.619
verified: no, type: ndcg_at_3
value: 28.017999999999997
verified: no, type: ndcg_at_5
value: 30.576999999999998
verified: no, type: precision_at_1
value: 23.134
verified: no, type: precision_at_10
value: 6.069999999999999
verified: no, type: precision_at_100
value: 1.027
verified: no, type: precision_at_1000
value: 0.14200000000000002
verified: no, type: precision_at_3
value: 13.599
verified: no, type: precision_at_5
value: 9.975000000000001
verified: no, type: recall_at_1
value: 18.485
verified: no, type: recall_at_10
value: 45.39
verified: no, type: recall_at_100
value: 69.876
verified: no, type: recall_at_1000
value: 90.023
verified: no, type: recall_at_3
value: 31.587
verified: no, type: recall_at_5
value: 38.164
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackPhysicsRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 30.676
verified: no, type: map_at_10
value: 41.785
verified: no, type: map_at_100
value: 43.169000000000004
verified: no, type: map_at_1000
value: 43.272
verified: no, type: map_at_3
value: 38.462
verified: no, type: map_at_5
value: 40.32
verified: no, type: mrr_at_1
value: 37.729
verified: no, type: mrr_at_10
value: 47.433
verified: no, type: mrr_at_100
value: 48.303000000000004
verified: no, type: mrr_at_1000
value: 48.337
verified: no, type: mrr_at_3
value: 45.011
verified: no, type: mrr_at_5
value: 46.455
verified: no, type: ndcg_at_1
value: 37.729
verified: no, type: ndcg_at_10
value: 47.921
verified: no, type: ndcg_at_100
value: 53.477
verified: no, type: ndcg_at_1000
value: 55.300000000000004
verified: no, type: ndcg_at_3
value: 42.695
verified: no, type: ndcg_at_5
value: 45.175
verified: no, type: precision_at_1
value: 37.729
verified: no, type: precision_at_10
value: 8.652999999999999
verified: no, type: precision_at_100
value: 1.336
verified: no, type: precision_at_1000
value: 0.168
verified: no, type: precision_at_3
value: 20.18
verified: no, type: precision_at_5
value: 14.302000000000001
verified: no, type: recall_at_1
value: 30.676
verified: no, type: recall_at_10
value: 60.441
verified: no, type: recall_at_100
value: 83.37
verified: no, type: recall_at_1000
value: 95.092
verified: no, type: recall_at_3
value: 45.964
verified: no, type: recall_at_5
value: 52.319
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackProgrammersRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 24.978
verified: no, type: map_at_10
value: 35.926
verified: no, type: map_at_100
value: 37.341
verified: no, type: map_at_1000
value: 37.445
verified: no, type: map_at_3
value: 32.748
verified: no, type: map_at_5
value: 34.207
verified: no, type: mrr_at_1
value: 31.163999999999998
verified: no, type: mrr_at_10
value: 41.394
verified: no, type: mrr_at_100
value: 42.321
verified: no, type: mrr_at_1000
value: 42.368
verified: no, type: mrr_at_3
value: 38.964999999999996
verified: no, type: mrr_at_5
value: 40.135
verified: no, type: ndcg_at_1
value: 31.163999999999998
verified: no, type: ndcg_at_10
value: 42.191
verified: no, type: ndcg_at_100
value: 48.083999999999996
verified: no, type: ndcg_at_1000
value: 50.21
verified: no, type: ndcg_at_3
value: 36.979
verified: no, type: ndcg_at_5
value: 38.823
verified: no, type: precision_at_1
value: 31.163999999999998
verified: no, type: precision_at_10
value: 7.968
verified: no, type: precision_at_100
value: 1.2550000000000001
verified: no, type: precision_at_1000
value: 0.16199999999999998
verified: no, type: precision_at_3
value: 18.075
verified: no, type: precision_at_5
value: 12.626000000000001
verified: no, type: recall_at_1
value: 24.978
verified: no, type: recall_at_10
value: 55.410000000000004
verified: no, type: recall_at_100
value: 80.562
verified: no, type: recall_at_1000
value: 94.77600000000001
verified: no, type: recall_at_3
value: 40.359
verified: no, type: recall_at_5
value: 45.577
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 26.812166666666666
verified: no, type: map_at_10
value: 36.706916666666665
verified: no, type: map_at_100
value: 37.94016666666666
verified: no, type: map_at_1000
value: 38.05358333333333
verified: no, type: map_at_3
value: 33.72408333333334
verified: no, type: map_at_5
value: 35.36508333333333
verified: no, type: mrr_at_1
value: 31.91516666666667
verified: no, type: mrr_at_10
value: 41.09716666666666
verified: no, type: mrr_at_100
value: 41.931916666666666
verified: no, type: mrr_at_1000
value: 41.98458333333333
verified: no, type: mrr_at_3
value: 38.60183333333333
verified: no, type: mrr_at_5
value: 40.031916666666675
verified: no, type: ndcg_at_1
value: 31.91516666666667
verified: no, type: ndcg_at_10
value: 42.38725
verified: no, type: ndcg_at_100
value: 47.56291666666667
verified: no, type: ndcg_at_1000
value: 49.716499999999996
verified: no, type: ndcg_at_3
value: 37.36491666666667
verified: no, type: ndcg_at_5
value: 39.692166666666665
verified: no, type: precision_at_1
value: 31.91516666666667
verified: no, type: precision_at_10
value: 7.476749999999999
verified: no, type: precision_at_100
value: 1.1869166666666668
verified: no, type: precision_at_1000
value: 0.157
verified: no, type: precision_at_3
value: 17.275249999999996
verified: no, type: precision_at_5
value: 12.25825
verified: no, type: recall_at_1
value: 26.812166666666666
verified: no, type: recall_at_10
value: 54.82933333333333
verified: no, type: recall_at_100
value: 77.36508333333333
verified: no, type: recall_at_1000
value: 92.13366666666667
verified: no, type: recall_at_3
value: 40.83508333333334
verified: no, type: recall_at_5
value: 46.85083333333334
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackStatsRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 25.352999999999998
verified: no, type: map_at_10
value: 33.025999999999996
verified: no, type: map_at_100
value: 33.882
verified: no, type: map_at_1000
value: 33.983999999999995
verified: no, type: map_at_3
value: 30.995
verified: no, type: map_at_5
value: 32.113
verified: no, type: mrr_at_1
value: 28.834
verified: no, type: mrr_at_10
value: 36.14
verified: no, type: mrr_at_100
value: 36.815
verified: no, type: mrr_at_1000
value: 36.893
verified: no, type: mrr_at_3
value: 34.305
verified: no, type: mrr_at_5
value: 35.263
verified: no, type: ndcg_at_1
value: 28.834
verified: no, type: ndcg_at_10
value: 37.26
verified: no, type: ndcg_at_100
value: 41.723
verified: no, type: ndcg_at_1000
value: 44.314
verified: no, type: ndcg_at_3
value: 33.584
verified: no, type: ndcg_at_5
value: 35.302
verified: no, type: precision_at_1
value: 28.834
verified: no, type: precision_at_10
value: 5.736
verified: no, type: precision_at_100
value: 0.876
verified: no, type: precision_at_1000
value: 0.117
verified: no, type: precision_at_3
value: 14.468
verified: no, type: precision_at_5
value: 9.847
verified: no, type: recall_at_1
value: 25.352999999999998
verified: no, type: recall_at_10
value: 47.155
verified: no, type: recall_at_100
value: 68.024
verified: no, type: recall_at_1000
value: 87.26899999999999
verified: no, type: recall_at_3
value: 37.074
verified: no, type: recall_at_5
value: 41.352
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackTexRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 17.845
verified: no, type: map_at_10
value: 25.556
verified: no, type: map_at_100
value: 26.787
verified: no, type: map_at_1000
value: 26.913999999999998
verified: no, type: map_at_3
value: 23.075000000000003
verified: no, type: map_at_5
value: 24.308
verified: no, type: mrr_at_1
value: 21.714
verified: no, type: mrr_at_10
value: 29.543999999999997
verified: no, type: mrr_at_100
value: 30.543
verified: no, type: mrr_at_1000
value: 30.618000000000002
verified: no, type: mrr_at_3
value: 27.174
verified: no, type: mrr_at_5
value: 28.409000000000002
verified: no, type: ndcg_at_1
value: 21.714
verified: no, type: ndcg_at_10
value: 30.562
verified: no, type: ndcg_at_100
value: 36.27
verified: no, type: ndcg_at_1000
value: 39.033
verified: no, type: ndcg_at_3
value: 26.006
verified: no, type: ndcg_at_5
value: 27.843
verified: no, type: precision_at_1
value: 21.714
verified: no, type: precision_at_10
value: 5.657
verified: no, type: precision_at_100
value: 1
verified: no, type: precision_at_1000
value: 0.14100000000000001
verified: no, type: precision_at_3
value: 12.4
verified: no, type: precision_at_5
value: 8.863999999999999
verified: no, type: recall_at_1
value: 17.845
verified: no, type: recall_at_10
value: 41.72
verified: no, type: recall_at_100
value: 67.06400000000001
verified: no, type: recall_at_1000
value: 86.515
verified: no, type: recall_at_3
value: 28.78
verified: no, type: recall_at_5
value: 33.629999999999995
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackUnixRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 26.695
verified: no, type: map_at_10
value: 36.205999999999996
verified: no, type: map_at_100
value: 37.346000000000004
verified: no, type: map_at_1000
value: 37.447
verified: no, type: map_at_3
value: 32.84
verified: no, type: map_at_5
value: 34.733000000000004
verified: no, type: mrr_at_1
value: 31.343
verified: no, type: mrr_at_10
value: 40.335
verified: no, type: mrr_at_100
value: 41.162
verified: no, type: mrr_at_1000
value: 41.221000000000004
verified: no, type: mrr_at_3
value: 37.329
verified: no, type: mrr_at_5
value: 39.068999999999996
verified: no, type: ndcg_at_1
value: 31.343
verified: no, type: ndcg_at_10
value: 41.996
verified: no, type: ndcg_at_100
value: 47.096
verified: no, type: ndcg_at_1000
value: 49.4
verified: no, type: ndcg_at_3
value: 35.902
verified: no, type: ndcg_at_5
value: 38.848
verified: no, type: precision_at_1
value: 31.343
verified: no, type: precision_at_10
value: 7.146
verified: no, type: precision_at_100
value: 1.098
verified: no, type: precision_at_1000
value: 0.14100000000000001
verified: no, type: precision_at_3
value: 16.014
verified: no, type: precision_at_5
value: 11.735
verified: no, type: recall_at_1
value: 26.695
verified: no, type: recall_at_10
value: 55.525000000000006
verified: no, type: recall_at_100
value: 77.376
verified: no, type: recall_at_1000
value: 93.476
verified: no, type: recall_at_3
value: 39.439
verified: no, type: recall_at_5
value: 46.501
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackWebmastersRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 24.196
verified: no, type: map_at_10
value: 33.516
verified: no, type: map_at_100
value: 35.202
verified: no, type: map_at_1000
value: 35.426
verified: no, type: map_at_3
value: 30.561
verified: no, type: map_at_5
value: 31.961000000000002
verified: no, type: mrr_at_1
value: 29.644
verified: no, type: mrr_at_10
value: 38.769
verified: no, type: mrr_at_100
value: 39.843
verified: no, type: mrr_at_1000
value: 39.888
verified: no, type: mrr_at_3
value: 36.132999999999996
verified: no, type: mrr_at_5
value: 37.467
verified: no, type: ndcg_at_1
value: 29.644
verified: no, type: ndcg_at_10
value: 39.584
verified: no, type: ndcg_at_100
value: 45.964
verified: no, type: ndcg_at_1000
value: 48.27
verified: no, type: ndcg_at_3
value: 34.577999999999996
verified: no, type: ndcg_at_5
value: 36.498000000000005
verified: no, type: precision_at_1
value: 29.644
verified: no, type: precision_at_10
value: 7.668
verified: no, type: precision_at_100
value: 1.545
verified: no, type: precision_at_1000
value: 0.242
verified: no, type: precision_at_3
value: 16.271
verified: no, type: precision_at_5
value: 11.620999999999999
verified: no, type: recall_at_1
value: 24.196
verified: no, type: recall_at_10
value: 51.171
verified: no, type: recall_at_100
value: 79.212
verified: no, type: recall_at_1000
value: 92.976
verified: no, type: recall_at_3
value: 36.797999999999995
verified: no, type: recall_at_5
value: 42.006
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackWordpressRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 21.023
verified: no, type: map_at_10
value: 29.677
verified: no, type: map_at_100
value: 30.618000000000002
verified: no, type: map_at_1000
value: 30.725
verified: no, type: map_at_3
value: 27.227
verified: no, type: map_at_5
value: 28.523
verified: no, type: mrr_at_1
value: 22.921
verified: no, type: mrr_at_10
value: 31.832
verified: no, type: mrr_at_100
value: 32.675
verified: no, type: mrr_at_1000
value: 32.751999999999995
verified: no, type: mrr_at_3
value: 29.513
verified: no, type: mrr_at_5
value: 30.89
verified: no, type: ndcg_at_1
value: 22.921
verified: no, type: ndcg_at_10
value: 34.699999999999996
verified: no, type: ndcg_at_100
value: 39.302
verified: no, type: ndcg_at_1000
value: 41.919000000000004
verified: no, type: ndcg_at_3
value: 29.965999999999998
verified: no, type: ndcg_at_5
value: 32.22
verified: no, type: precision_at_1
value: 22.921
verified: no, type: precision_at_10
value: 5.564
verified: no, type: precision_at_100
value: 0.8340000000000001
verified: no, type: precision_at_1000
value: 0.11800000000000001
verified: no, type: precision_at_3
value: 13.123999999999999
verified: no, type: precision_at_5
value: 9.316
verified: no, type: recall_at_1
value: 21.023
verified: no, type: recall_at_10
value: 48.015
verified: no, type: recall_at_100
value: 68.978
verified: no, type: recall_at_1000
value: 88.198
verified: no, type: recall_at_3
value: 35.397
verified: no, type: recall_at_5
value: 40.701
verified: no, task: type: Retrieval
dataset: type: climate-fever
name: MTEB ClimateFEVER
config: default
split: test
revision: None
metrics: type: map_at_1
value: 11.198
verified: no, type: map_at_10
value: 19.336000000000002
verified: no, type: map_at_100
value: 21.382
verified: no, type: map_at_1000
value: 21.581
verified: no, type: map_at_3
value: 15.992
verified: no, type: map_at_5
value: 17.613
verified: no, type: mrr_at_1
value: 25.080999999999996
verified: no, type: mrr_at_10
value: 36.032
verified: no, type: mrr_at_100
value: 37.1
verified: no, type: mrr_at_1000
value: 37.145
verified: no, type: mrr_at_3
value: 32.595
verified: no, type: mrr_at_5
value: 34.553
verified: no, type: ndcg_at_1
value: 25.080999999999996
verified: no, type: ndcg_at_10
value: 27.290999999999997
verified: no, type: ndcg_at_100
value: 35.31
verified: no, type: ndcg_at_1000
value: 38.885
verified: no, type: ndcg_at_3
value: 21.895999999999997
verified: no, type: ndcg_at_5
value: 23.669999999999998
verified: no, type: precision_at_1
value: 25.080999999999996
verified: no, type: precision_at_10
value: 8.645
verified: no, type: precision_at_100
value: 1.7209999999999999
verified: no, type: precision_at_1000
value: 0.23900000000000002
verified: no, type: precision_at_3
value: 16.287
verified: no, type: precision_at_5
value: 12.625
verified: no, type: recall_at_1
value: 11.198
verified: no, type: recall_at_10
value: 33.355000000000004
verified: no, type: recall_at_100
value: 60.912
verified: no, type: recall_at_1000
value: 80.89
verified: no, type: recall_at_3
value: 20.055
verified: no, type: recall_at_5
value: 25.14
verified: no, task: type: Retrieval
dataset: type: dbpedia-entity
name: MTEB DBPedia
config: default
split: test
revision: None
metrics: type: map_at_1
value: 9.228
verified: no, type: map_at_10
value: 20.018
verified: no, type: map_at_100
value: 28.388999999999996
verified: no, type: map_at_1000
value: 30.073
verified: no, type: map_at_3
value: 14.366999999999999
verified: no, type: map_at_5
value: 16.705000000000002
verified: no, type: mrr_at_1
value: 69
verified: no, type: mrr_at_10
value: 77.058
verified: no, type: mrr_at_100
value: 77.374
verified: no, type: mrr_at_1000
value: 77.384
verified: no, type: mrr_at_3
value: 75.708
verified: no, type: mrr_at_5
value: 76.608
verified: no, type: ndcg_at_1
value: 57.49999999999999
verified: no, type: ndcg_at_10
value: 41.792
verified: no, type: ndcg_at_100
value: 47.374
verified: no, type: ndcg_at_1000
value: 55.13
verified: no, type: ndcg_at_3
value: 46.353
verified: no, type: ndcg_at_5
value: 43.702000000000005
verified: no, type: precision_at_1
value: 69
verified: no, type: precision_at_10
value: 32.85
verified: no, type: precision_at_100
value: 10.708
verified: no, type: precision_at_1000
value: 2.024
verified: no, type: precision_at_3
value: 49.5
verified: no, type: precision_at_5
value: 42.05
verified: no, type: recall_at_1
value: 9.228
verified: no, type: recall_at_10
value: 25.635
verified: no, type: recall_at_100
value: 54.894
verified: no, type: recall_at_1000
value: 79.38
verified: no, type: recall_at_3
value: 15.68
verified: no, type: recall_at_5
value: 19.142
verified: no, task: type: Classification
dataset: type: mteb/emotion
name: MTEB EmotionClassification
config: default
split: test
revision: 4f58c6b202a23cf9a4da393831edf4f9183cad37
metrics: type: accuracy
value: 52.035
verified: no, type: f1
value: 46.85325505614071
verified: no, task: type: Retrieval
dataset: type: fever
name: MTEB FEVER
config: default
split: test
revision: None
metrics: type: map_at_1
value: 70.132
verified: no, type: map_at_10
value: 79.527
verified: no, type: map_at_100
value: 79.81200000000001
verified: no, type: map_at_1000
value: 79.828
verified: no, type: map_at_3
value: 78.191
verified: no, type: map_at_5
value: 79.092
verified: no, type: mrr_at_1
value: 75.563
verified: no, type: mrr_at_10
value: 83.80199999999999
verified: no, type: mrr_at_100
value: 83.93
verified: no, type: mrr_at_1000
value: 83.933
verified: no, type: mrr_at_3
value: 82.818
verified: no, type: mrr_at_5
value: 83.505
verified: no, type: ndcg_at_1
value: 75.563
verified: no, type: ndcg_at_10
value: 83.692
verified: no, type: ndcg_at_100
value: 84.706
verified: no, type: ndcg_at_1000
value: 85.001
verified: no, type: ndcg_at_3
value: 81.51
verified: no, type: ndcg_at_5
value: 82.832
verified: no, type: precision_at_1
value: 75.563
verified: no, type: precision_at_10
value: 10.245
verified: no, type: precision_at_100
value: 1.0959999999999999
verified: no, type: precision_at_1000
value: 0.11399999999999999
verified: no, type: precision_at_3
value: 31.518
verified: no, type: precision_at_5
value: 19.772000000000002
verified: no, type: recall_at_1
value: 70.132
verified: no, type: recall_at_10
value: 92.204
verified: no, type: recall_at_100
value: 96.261
verified: no, type: recall_at_1000
value: 98.17399999999999
verified: no, type: recall_at_3
value: 86.288
verified: no, type: recall_at_5
value: 89.63799999999999
verified: no, task: type: Retrieval
dataset: type: fiqa
name: MTEB FiQA2018
config: default
split: test
revision: None
metrics: type: map_at_1
value: 22.269
verified: no, type: map_at_10
value: 36.042
verified: no, type: map_at_100
value: 37.988
verified: no, type: map_at_1000
value: 38.162
verified: no, type: map_at_3
value: 31.691000000000003
verified: no, type: map_at_5
value: 33.988
verified: no, type: mrr_at_1
value: 44.907000000000004
verified: no, type: mrr_at_10
value: 53.348
verified: no, type: mrr_at_100
value: 54.033
verified: no, type: mrr_at_1000
value: 54.064
verified: no, type: mrr_at_3
value: 50.977
verified: no, type: mrr_at_5
value: 52.112
verified: no, type: ndcg_at_1
value: 44.907000000000004
verified: no, type: ndcg_at_10
value: 44.302
verified: no, type: ndcg_at_100
value: 51.054
verified: no, type: ndcg_at_1000
value: 53.822
verified: no, type: ndcg_at_3
value: 40.615
verified: no, type: ndcg_at_5
value: 41.455999999999996
verified: no, type: precision_at_1
value: 44.907000000000004
verified: no, type: precision_at_10
value: 12.176
verified: no, type: precision_at_100
value: 1.931
verified: no, type: precision_at_1000
value: 0.243
verified: no, type: precision_at_3
value: 27.16
verified: no, type: precision_at_5
value: 19.567999999999998
verified: no, type: recall_at_1
value: 22.269
verified: no, type: recall_at_10
value: 51.188
verified: no, type: recall_at_100
value: 75.924
verified: no, type: recall_at_1000
value: 92.525
verified: no, type: recall_at_3
value: 36.643
verified: no, type: recall_at_5
value: 42.27
verified: no, task: type: Retrieval
dataset: type: hotpotqa
name: MTEB HotpotQA
config: default
split: test
revision: None
metrics: type: map_at_1
value: 40.412
verified: no, type: map_at_10
value: 66.376
verified: no, type: map_at_100
value: 67.217
verified: no, type: map_at_1000
value: 67.271
verified: no, type: map_at_3
value: 62.741
verified: no, type: map_at_5
value: 65.069
verified: no, type: mrr_at_1
value: 80.824
verified: no, type: mrr_at_10
value: 86.53
verified: no, type: mrr_at_100
value: 86.67399999999999
verified: no, type: mrr_at_1000
value: 86.678
verified: no, type: mrr_at_3
value: 85.676
verified: no, type: mrr_at_5
value: 86.256
verified: no, type: ndcg_at_1
value: 80.824
verified: no, type: ndcg_at_10
value: 74.332
verified: no, type: ndcg_at_100
value: 77.154
verified: no, type: ndcg_at_1000
value: 78.12400000000001
verified: no, type: ndcg_at_3
value: 69.353
verified: no, type: ndcg_at_5
value: 72.234
verified: no, type: precision_at_1
value: 80.824
verified: no, type: precision_at_10
value: 15.652
verified: no, type: precision_at_100
value: 1.7840000000000003
verified: no, type: precision_at_1000
value: 0.191
verified: no, type: precision_at_3
value: 44.911
verified: no, type: precision_at_5
value: 29.221000000000004
verified: no, type: recall_at_1
value: 40.412
verified: no, type: recall_at_10
value: 78.25800000000001
verified: no, type: recall_at_100
value: 89.196
verified: no, type: recall_at_1000
value: 95.544
verified: no, type: recall_at_3
value: 67.367
verified: no, type: recall_at_5
value: 73.05199999999999
verified: no, task: type: Classification
dataset: type: mteb/imdb
name: MTEB ImdbClassification
config: default
split: test
revision: 3d86128a09e091d6018b6d26cad27f2739fc2db7
metrics: type: accuracy
value: 92.78880000000001
verified: no, type: ap
value: 89.39251741048801
verified: no, type: f1
value: 92.78019950076781
verified: no, task: type: Retrieval
dataset: type: msmarco
name: MTEB MSMARCO
config: default
split: dev
revision: None
metrics: type: map_at_1
value: 22.888
verified: no, type: map_at_10
value: 35.146
verified: no, type: map_at_100
value: 36.325
verified: no, type: map_at_1000
value: 36.372
verified: no, type: map_at_3
value: 31.3
verified: no, type: map_at_5
value: 33.533
verified: no, type: mrr_at_1
value: 23.480999999999998
verified: no, type: mrr_at_10
value: 35.777
verified: no, type: mrr_at_100
value: 36.887
verified: no, type: mrr_at_1000
value: 36.928
verified: no, type: mrr_at_3
value: 31.989
verified: no, type: mrr_at_5
value: 34.202
verified: no, type: ndcg_at_1
value: 23.496
verified: no, type: ndcg_at_10
value: 42.028999999999996
verified: no, type: ndcg_at_100
value: 47.629
verified: no, type: ndcg_at_1000
value: 48.785000000000004
verified: no, type: ndcg_at_3
value: 34.227000000000004
verified: no, type: ndcg_at_5
value: 38.207
verified: no, type: precision_at_1
value: 23.496
verified: no, type: precision_at_10
value: 6.596
verified: no, type: precision_at_100
value: 0.9400000000000001
verified: no, type: precision_at_1000
value: 0.104
verified: no, type: precision_at_3
value: 14.513000000000002
verified: no, type: precision_at_5
value: 10.711
verified: no, type: recall_at_1
value: 22.888
verified: no, type: recall_at_10
value: 63.129999999999995
verified: no, type: recall_at_100
value: 88.90299999999999
verified: no, type: recall_at_1000
value: 97.69
verified: no, type: recall_at_3
value: 42.014
verified: no, type: recall_at_5
value: 51.554
verified: no, task: type: Classification
dataset: type: mteb/mtop_domain
name: MTEB MTOPDomainClassification (en)
config: en
split: test
revision: d80d48c1eb48d3562165c59d59d0034df9fff0bf
metrics: type: accuracy
value: 94.59188326493388
verified: no, type: f1
value: 94.36568950290486
verified: no, task: type: Classification
dataset: type: mteb/mtop_intent
name: MTEB MTOPIntentClassification (en)
config: en
split: test
revision: ae001d0e6b1228650b7bd1c2c65fb50ad11a8aba
metrics: type: accuracy
value: 79.25672594619242
verified: no, type: f1
value: 59.52405059722216
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: 77.4142568930733
verified: no, type: f1
value: 75.23044196543388
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: 80.44720914593141
verified: no, type: f1
value: 80.41049641537015
verified: no, task: type: Clustering
dataset: type: mteb/medrxiv-clustering-p2p
name: MTEB MedrxivClusteringP2P
config: default
split: test
revision: e7a26af6f3ae46b30dde8737f02c07b1505bcc73
metrics: type: v_measure
value: 31.960921474993775
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: 30.88042240204361
verified: no, task: type: Reranking
dataset: type: mteb/mind_small
name: MTEB MindSmallReranking
config: default
split: test
revision: 3bdac13927fdc888b903db93b2ffdbd90b295a69
metrics: type: map
value: 32.27071371606404
verified: no, type: mrr
value: 33.541450459533856
verified: no, task: type: Retrieval
dataset: type: nfcorpus
name: MTEB NFCorpus
config: default
split: test
revision: None
metrics: type: map_at_1
value: 6.551
verified: no, type: map_at_10
value: 14.359
verified: no, type: map_at_100
value: 18.157
verified: no, type: map_at_1000
value: 19.659
verified: no, type: map_at_3
value: 10.613999999999999
verified: no, type: map_at_5
value: 12.296
verified: no, type: mrr_at_1
value: 47.368
verified: no, type: mrr_at_10
value: 56.689
verified: no, type: mrr_at_100
value: 57.24399999999999
verified: no, type: mrr_at_1000
value: 57.284
verified: no, type: mrr_at_3
value: 54.489
verified: no, type: mrr_at_5
value: 55.928999999999995
verified: no, type: ndcg_at_1
value: 45.511
verified: no, type: ndcg_at_10
value: 36.911
verified: no, type: ndcg_at_100
value: 34.241
verified: no, type: ndcg_at_1000
value: 43.064
verified: no, type: ndcg_at_3
value: 42.348
verified: no, type: ndcg_at_5
value: 39.884
verified: no, type: precision_at_1
value: 46.749
verified: no, type: precision_at_10
value: 27.028000000000002
verified: no, type: precision_at_100
value: 8.52
verified: no, type: precision_at_1000
value: 2.154
verified: no, type: precision_at_3
value: 39.525
verified: no, type: precision_at_5
value: 34.18
verified: no, type: recall_at_1
value: 6.551
verified: no, type: recall_at_10
value: 18.602
verified: no, type: recall_at_100
value: 34.882999999999996
verified: no, type: recall_at_1000
value: 66.049
verified: no, type: recall_at_3
value: 11.872
verified: no, type: recall_at_5
value: 14.74
verified: no, task: type: Retrieval
dataset: type: nq
name: MTEB NQ
config: default
split: test
revision: None
metrics: type: map_at_1
value: 27.828999999999997
verified: no, type: map_at_10
value: 43.606
verified: no, type: map_at_100
value: 44.656
verified: no, type: map_at_1000
value: 44.690000000000005
verified: no, type: map_at_3
value: 39.015
verified: no, type: map_at_5
value: 41.625
verified: no, type: mrr_at_1
value: 31.518
verified: no, type: mrr_at_10
value: 46.047
verified: no, type: mrr_at_100
value: 46.846
verified: no, type: mrr_at_1000
value: 46.867999999999995
verified: no, type: mrr_at_3
value: 42.154
verified: no, type: mrr_at_5
value: 44.468999999999994
verified: no, type: ndcg_at_1
value: 31.518
verified: no, type: ndcg_at_10
value: 51.768
verified: no, type: ndcg_at_100
value: 56.184999999999995
verified: no, type: ndcg_at_1000
value: 56.92
verified: no, type: ndcg_at_3
value: 43.059999999999995
verified: no, type: ndcg_at_5
value: 47.481
verified: no, type: precision_at_1
value: 31.518
verified: no, type: precision_at_10
value: 8.824
verified: no, type: precision_at_100
value: 1.131
verified: no, type: precision_at_1000
value: 0.12
verified: no, type: precision_at_3
value: 19.969
verified: no, type: precision_at_5
value: 14.502
verified: no, type: recall_at_1
value: 27.828999999999997
verified: no, type: recall_at_10
value: 74.244
verified: no, type: recall_at_100
value: 93.325
verified: no, type: recall_at_1000
value: 98.71799999999999
verified: no, type: recall_at_3
value: 51.601
verified: no, type: recall_at_5
value: 61.841
verified: no, task: type: Retrieval
dataset: type: quora
name: MTEB QuoraRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 71.54
verified: no, type: map_at_10
value: 85.509
verified: no, type: map_at_100
value: 86.137
verified: no, type: map_at_1000
value: 86.151
verified: no, type: map_at_3
value: 82.624
verified: no, type: map_at_5
value: 84.425
verified: no, type: mrr_at_1
value: 82.45
verified: no, type: mrr_at_10
value: 88.344
verified: no, type: mrr_at_100
value: 88.437
verified: no, type: mrr_at_1000
value: 88.437
verified: no, type: mrr_at_3
value: 87.417
verified: no, type: mrr_at_5
value: 88.066
verified: no, type: ndcg_at_1
value: 82.45
verified: no, type: ndcg_at_10
value: 89.092
verified: no, type: ndcg_at_100
value: 90.252
verified: no, type: ndcg_at_1000
value: 90.321
verified: no, type: ndcg_at_3
value: 86.404
verified: no, type: ndcg_at_5
value: 87.883
verified: no, type: precision_at_1
value: 82.45
verified: no, type: precision_at_10
value: 13.496
verified: no, type: precision_at_100
value: 1.536
verified: no, type: precision_at_1000
value: 0.157
verified: no, type: precision_at_3
value: 37.833
verified: no, type: precision_at_5
value: 24.79
verified: no, type: recall_at_1
value: 71.54
verified: no, type: recall_at_10
value: 95.846
verified: no, type: recall_at_100
value: 99.715
verified: no, type: recall_at_1000
value: 99.979
verified: no, type: recall_at_3
value: 88.01299999999999
verified: no, type: recall_at_5
value: 92.32000000000001
verified: no, task: type: Clustering
dataset: type: mteb/reddit-clustering
name: MTEB RedditClustering
config: default
split: test
revision: 24640382cdbf8abc73003fb0fa6d111a705499eb
metrics: type: v_measure
value: 57.60557586253866
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: 64.0287172242051
verified: no, task: type: Retrieval
dataset: type: scidocs
name: MTEB SCIDOCS
config: default
split: test
revision: None
metrics: type: map_at_1
value: 3.9849999999999994
verified: no, type: map_at_10
value: 11.397
verified: no, type: map_at_100
value: 13.985
verified: no, type: map_at_1000
value: 14.391000000000002
verified: no, type: map_at_3
value: 7.66
verified: no, type: map_at_5
value: 9.46
verified: no, type: mrr_at_1
value: 19.8
verified: no, type: mrr_at_10
value: 31.958
verified: no, type: mrr_at_100
value: 33.373999999999995
verified: no, type: mrr_at_1000
value: 33.411
verified: no, type: mrr_at_3
value: 28.316999999999997
verified: no, type: mrr_at_5
value: 30.297
verified: no, type: ndcg_at_1
value: 19.8
verified: no, type: ndcg_at_10
value: 19.580000000000002
verified: no, type: ndcg_at_100
value: 29.555999999999997
verified: no, type: ndcg_at_1000
value: 35.882
verified: no, type: ndcg_at_3
value: 17.544
verified: no, type: ndcg_at_5
value: 15.815999999999999
verified: no, type: precision_at_1
value: 19.8
verified: no, type: precision_at_10
value: 10.61
verified: no, type: precision_at_100
value: 2.501
verified: no, type: precision_at_1000
value: 0.40099999999999997
verified: no, type: precision_at_3
value: 16.900000000000002
verified: no, type: precision_at_5
value: 14.44
verified: no, type: recall_at_1
value: 3.9849999999999994
verified: no, type: recall_at_10
value: 21.497
verified: no, type: recall_at_100
value: 50.727999999999994
verified: no, type: recall_at_1000
value: 81.27499999999999
verified: no, type: recall_at_3
value: 10.263
verified: no, type: recall_at_5
value: 14.643
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: 85.0087509585503
verified: no, type: cos_sim_spearman
value: 81.74697270664319
verified: no, type: euclidean_pearson
value: 81.80424382731947
verified: no, type: euclidean_spearman
value: 81.29794251968431
verified: no, type: manhattan_pearson
value: 81.81524666226125
verified: no, type: manhattan_spearman
value: 81.29475370198963
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: 86.44442736429552
verified: no, type: cos_sim_spearman
value: 78.51011398910948
verified: no, type: euclidean_pearson
value: 83.36181801196723
verified: no, type: euclidean_spearman
value: 79.47272621331535
verified: no, type: manhattan_pearson
value: 83.3660113483837
verified: no, type: manhattan_spearman
value: 79.47695922566032
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: 85.82923943323635
verified: no, type: cos_sim_spearman
value: 86.62037823380983
verified: no, type: euclidean_pearson
value: 83.56369548403958
verified: no, type: euclidean_spearman
value: 84.2176755481191
verified: no, type: manhattan_pearson
value: 83.55460702084464
verified: no, type: manhattan_spearman
value: 84.18617930921467
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: 84.09071068110103
verified: no, type: cos_sim_spearman
value: 83.05697553913335
verified: no, type: euclidean_pearson
value: 81.1377457216497
verified: no, type: euclidean_spearman
value: 81.74714169016676
verified: no, type: manhattan_pearson
value: 81.0893424142723
verified: no, type: manhattan_spearman
value: 81.7058918219677
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: 87.61132157220429
verified: no, type: cos_sim_spearman
value: 88.38581627185445
verified: no, type: euclidean_pearson
value: 86.14904510913374
verified: no, type: euclidean_spearman
value: 86.5452758925542
verified: no, type: manhattan_pearson
value: 86.1484025377679
verified: no, type: manhattan_spearman
value: 86.55483841566252
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: 85.46195145161064
verified: no, type: cos_sim_spearman
value: 86.82409112251158
verified: no, type: euclidean_pearson
value: 84.75479672288957
verified: no, type: euclidean_spearman
value: 85.41144307151548
verified: no, type: manhattan_pearson
value: 84.70914329694165
verified: no, type: manhattan_spearman
value: 85.38477943384089
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: 88.06351289930238
verified: no, type: cos_sim_spearman
value: 87.90311138579116
verified: no, type: euclidean_pearson
value: 86.17651467063077
verified: no, type: euclidean_spearman
value: 84.89447802019073
verified: no, type: manhattan_pearson
value: 86.3267677479595
verified: no, type: manhattan_spearman
value: 85.00472295103874
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: 67.78311975978767
verified: no, type: cos_sim_spearman
value: 66.76465685245887
verified: no, type: euclidean_pearson
value: 67.21687806595443
verified: no, type: euclidean_spearman
value: 65.05776733534435
verified: no, type: manhattan_pearson
value: 67.14008143635883
verified: no, type: manhattan_spearman
value: 65.25247076149701
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: 86.7403488889418
verified: no, type: cos_sim_spearman
value: 87.76870289783061
verified: no, type: euclidean_pearson
value: 84.83171077794671
verified: no, type: euclidean_spearman
value: 85.50579695091902
verified: no, type: manhattan_pearson
value: 84.83074260180555
verified: no, type: manhattan_spearman
value: 85.47589026938667
verified: no, task: type: Reranking
dataset: type: mteb/scidocs-reranking
name: MTEB SciDocsRR
config: default
split: test
revision: d3c5e1fc0b855ab6097bf1cda04dd73947d7caab
metrics: type: map
value: 87.56234016237356
verified: no, type: mrr
value: 96.26124238869338
verified: no, task: type: Retrieval
dataset: type: scifact
name: MTEB SciFact
config: default
split: test
revision: None
metrics: type: map_at_1
value: 59.660999999999994
verified: no, type: map_at_10
value: 69.105
verified: no, type: map_at_100
value: 69.78
verified: no, type: map_at_1000
value: 69.80199999999999
verified: no, type: map_at_3
value: 65.991
verified: no, type: map_at_5
value: 68.02
verified: no, type: mrr_at_1
value: 62.666999999999994
verified: no, type: mrr_at_10
value: 70.259
verified: no, type: mrr_at_100
value: 70.776
verified: no, type: mrr_at_1000
value: 70.796
verified: no, type: mrr_at_3
value: 67.889
verified: no, type: mrr_at_5
value: 69.52199999999999
verified: no, type: ndcg_at_1
value: 62.666999999999994
verified: no, type: ndcg_at_10
value: 73.425
verified: no, type: ndcg_at_100
value: 75.955
verified: no, type: ndcg_at_1000
value: 76.459
verified: no, type: ndcg_at_3
value: 68.345
verified: no, type: ndcg_at_5
value: 71.319
verified: no, type: precision_at_1
value: 62.666999999999994
verified: no, type: precision_at_10
value: 9.667
verified: no, type: precision_at_100
value: 1.09
verified: no, type: precision_at_1000
value: 0.11299999999999999
verified: no, type: precision_at_3
value: 26.333000000000002
verified: no, type: precision_at_5
value: 17.732999999999997
verified: no, type: recall_at_1
value: 59.660999999999994
verified: no, type: recall_at_10
value: 85.422
verified: no, type: recall_at_100
value: 96.167
verified: no, type: recall_at_1000
value: 100
verified: no, type: recall_at_3
value: 72.044
verified: no, type: recall_at_5
value: 79.428
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: 99.86435643564356
verified: no, type: cos_sim_ap
value: 96.83057412333741
verified: no, type: cos_sim_f1
value: 93.04215337734891
verified: no, type: cos_sim_precision
value: 94.53044375644994
verified: no, type: cos_sim_recall
value: 91.60000000000001
verified: no, type: dot_accuracy
value: 99.7910891089109
verified: no, type: dot_ap
value: 94.10681982106397
verified: no, type: dot_f1
value: 89.34881373043918
verified: no, type: dot_precision
value: 90.21406727828746
verified: no, type: dot_recall
value: 88.5
verified: no, type: euclidean_accuracy
value: 99.85544554455446
verified: no, type: euclidean_ap
value: 96.78545104478602
verified: no, type: euclidean_f1
value: 92.65143992055613
verified: no, type: euclidean_precision
value: 92.01183431952663
verified: no, type: euclidean_recall
value: 93.30000000000001
verified: no, type: manhattan_accuracy
value: 99.85841584158416
verified: no, type: manhattan_ap
value: 96.80748903307823
verified: no, type: manhattan_f1
value: 92.78247884519662
verified: no, type: manhattan_precision
value: 92.36868186323092
verified: no, type: manhattan_recall
value: 93.2
verified: no, type: max_accuracy
value: 99.86435643564356
verified: no, type: max_ap
value: 96.83057412333741
verified: no, type: max_f1
value: 93.04215337734891
verified: no, task: type: Clustering
dataset: type: mteb/stackexchange-clustering
name: MTEB StackExchangeClustering
config: default
split: test
revision: 6cbc1f7b2bc0622f2e39d2c77fa502909748c259
metrics: type: v_measure
value: 65.53971025855282
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: 33.97791591490788
verified: no, task: type: Reranking
dataset: type: mteb/stackoverflowdupquestions-reranking
name: MTEB StackOverflowDupQuestions
config: default
split: test
revision: e185fbe320c72810689fc5848eb6114e1ef5ec69
metrics: type: map
value: 55.852215301355066
verified: no, type: mrr
value: 56.85527809608691
verified: no, task: type: Summarization
dataset: type: mteb/summeval
name: MTEB SummEval
config: default
split: test
revision: cda12ad7615edc362dbf25a00fdd61d3b1eaf93c
metrics: type: cos_sim_pearson
value: 31.21442519856758
verified: no, type: cos_sim_spearman
value: 30.822536216936825
verified: no, type: dot_pearson
value: 28.661325528121807
verified: no, type: dot_spearman
value: 28.1435226478879
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: 1.526
verified: no, type: map_at_100
value: 7.915
verified: no, type: map_at_1000
value: 19.009
verified: no, type: map_at_3
value: 0.541
verified: no, type: map_at_5
value: 0.8659999999999999
verified: no, type: mrr_at_1
value: 68
verified: no, type: mrr_at_10
value: 81.186
verified: no, type: mrr_at_100
value: 81.186
verified: no, type: mrr_at_1000
value: 81.186
verified: no, type: mrr_at_3
value: 80
verified: no, type: mrr_at_5
value: 80.9
verified: no, type: ndcg_at_1
value: 64
verified: no, type: ndcg_at_10
value: 64.13799999999999
verified: no, type: ndcg_at_100
value: 47.632000000000005
verified: no, type: ndcg_at_1000
value: 43.037
verified: no, type: ndcg_at_3
value: 67.542
verified: no, type: ndcg_at_5
value: 67.496
verified: no, type: precision_at_1
value: 68
verified: no, type: precision_at_10
value: 67.80000000000001
verified: no, type: precision_at_100
value: 48.980000000000004
verified: no, type: precision_at_1000
value: 19.036
verified: no, type: precision_at_3
value: 72
verified: no, type: precision_at_5
value: 71.2
verified: no, type: recall_at_1
value: 0.183
verified: no, type: recall_at_10
value: 1.799
verified: no, type: recall_at_100
value: 11.652999999999999
verified: no, type: recall_at_1000
value: 40.086
verified: no, type: recall_at_3
value: 0.5930000000000001
verified: no, type: recall_at_5
value: 0.983
verified: no, task: type: Retrieval
dataset: type: webis-touche2020
name: MTEB Touche2020
config: default
split: test
revision: None
metrics: type: map_at_1
value: 2.29
verified: no, type: map_at_10
value: 9.489
verified: no, type: map_at_100
value: 15.051
verified: no, type: map_at_1000
value: 16.561999999999998
verified: no, type: map_at_3
value: 5.137
verified: no, type: map_at_5
value: 6.7989999999999995
verified: no, type: mrr_at_1
value: 28.571
verified: no, type: mrr_at_10
value: 45.699
verified: no, type: mrr_at_100
value: 46.461000000000006
verified: no, type: mrr_at_1000
value: 46.461000000000006
verified: no, type: mrr_at_3
value: 41.837
verified: no, type: mrr_at_5
value: 43.163000000000004
verified: no, type: ndcg_at_1
value: 23.469
verified: no, type: ndcg_at_10
value: 23.544999999999998
verified: no, type: ndcg_at_100
value: 34.572
verified: no, type: ndcg_at_1000
value: 46.035
verified: no, type: ndcg_at_3
value: 27.200000000000003
verified: no, type: ndcg_at_5
value: 25.266
verified: no, type: precision_at_1
value: 28.571
verified: no, type: precision_at_10
value: 22.041
verified: no, type: precision_at_100
value: 7.3469999999999995
verified: no, type: precision_at_1000
value: 1.484
verified: no, type: precision_at_3
value: 29.932
verified: no, type: precision_at_5
value: 26.531
verified: no, type: recall_at_1
value: 2.29
verified: no, type: recall_at_10
value: 15.895999999999999
verified: no, type: recall_at_100
value: 45.518
verified: no, type: recall_at_1000
value: 80.731
verified: no, type: recall_at_3
value: 6.433
verified: no, type: recall_at_5
value: 9.484
verified: no, task: type: Classification
dataset: type: mteb/toxic_conversations_50k
name: MTEB ToxicConversationsClassification
config: default
split: test
revision: d7c0de2777da35d6aae2200a62c6e0e5af397c4c
metrics: type: accuracy
value: 71.4178
verified: no, type: ap
value: 14.575240629602373
verified: no, type: f1
value: 55.02449563229096
verified: no, task: type: Classification
dataset: type: mteb/tweet_sentiment_extraction
name: MTEB TweetSentimentExtractionClassification
config: default
split: test
revision: d604517c81ca91fe16a244d1248fc021f9ecee7a
metrics: type: accuracy
value: 60.00282965478212
verified: no, type: f1
value: 60.34413028768773
verified: no, task: type: Clustering
dataset: type: mteb/twentynewsgroups-clustering
name: MTEB TwentyNewsgroupsClustering
config: default
split: test
revision: 6125ec4e24fa026cec8a478383ee943acfbd5449
metrics: type: v_measure
value: 50.409448342549936
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: 87.62591643321214
verified: no, type: cos_sim_ap
value: 79.28766491329633
verified: no, type: cos_sim_f1
value: 71.98772064466617
verified: no, type: cos_sim_precision
value: 69.8609731876862
verified: no, type: cos_sim_recall
value: 74.24802110817942
verified: no, type: dot_accuracy
value: 84.75293556654945
verified: no, type: dot_ap
value: 69.72705761174353
verified: no, type: dot_f1
value: 65.08692852543464
verified: no, type: dot_precision
value: 63.57232704402516
verified: no, type: dot_recall
value: 66.6754617414248
verified: no, type: euclidean_accuracy
value: 87.44710019669786
verified: no, type: euclidean_ap
value: 79.11021477292638
verified: no, type: euclidean_f1
value: 71.5052389470994
verified: no, type: euclidean_precision
value: 69.32606541129832
verified: no, type: euclidean_recall
value: 73.82585751978891
verified: no, type: manhattan_accuracy
value: 87.42325803182929
verified: no, type: manhattan_ap
value: 79.05094494327616
verified: no, type: manhattan_f1
value: 71.36333985649055
verified: no, type: manhattan_precision
value: 70.58064516129032
verified: no, type: manhattan_recall
value: 72.16358839050132
verified: no, type: max_accuracy
value: 87.62591643321214
verified: no, type: max_ap
value: 79.28766491329633
verified: no, type: max_f1
value: 71.98772064466617
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: 88.85202002561415
verified: no, type: cos_sim_ap
value: 85.9835303311168
verified: no, type: cos_sim_f1
value: 78.25741142443962
verified: no, type: cos_sim_precision
value: 73.76635768811342
verified: no, type: cos_sim_recall
value: 83.3307668617185
verified: no, type: dot_accuracy
value: 88.20584468506229
verified: no, type: dot_ap
value: 83.591632302697
verified: no, type: dot_f1
value: 76.81739705396173
verified: no, type: dot_precision
value: 73.45275728837373
verified: no, type: dot_recall
value: 80.50508161379734
verified: no, type: euclidean_accuracy
value: 88.64633057787093
verified: no, type: euclidean_ap
value: 85.25705123182283
verified: no, type: euclidean_f1
value: 77.18535726329199
verified: no, type: euclidean_precision
value: 75.17699437997226
verified: no, type: euclidean_recall
value: 79.30397289805975
verified: no, type: manhattan_accuracy
value: 88.63274731245392
verified: no, type: manhattan_ap
value: 85.2376825633018
verified: no, type: manhattan_f1
value: 77.15810785937788
verified: no, type: manhattan_precision
value: 73.92255061014319
verified: no, type: manhattan_recall
value: 80.68986757006468
verified: no, type: max_accuracy
value: 88.85202002561415
verified: no, type: max_ap
value: 85.9835303311168
verified: no, type: max_f1
value: 78.25741142443962
verified: no
Likes: 63 | All-time downloads: 1002834
Created: 2023-10-10 15:56:42