Model: starsy/bge-en-icl
Author: starsy
Pipeline: feature-extraction
Library: sentence-transformers
Tags: sentence-transformers, safetensors, mistral, feature-extraction, sentence-similarity, transformers, mteb, arxiv:2409.15700, arxiv:2309.07597, license:apache-2.0, model-index, text-generation-inference, text-embeddings-inference, endpoints_compatible, region:us
Card metadata: tags: sentence-transformers, feature-extraction, sentence-similarity, transformers, mteb
license: apache-2.0
model-index: name: bge-en-icl
results: dataset: config: en
name: MTEB AmazonCounterfactualClassification (en)
revision: e8379541af4e31359cca9fbcf4b00f2671dba205
split: test
type: mteb/amazon_counterfactual
metrics: type: accuracy
value: 93.1492537313433
verified: no, type: ap
value: 72.56132559564212
verified: no, type: f1
value: 89.71796898040243
verified: no, type: main_score
value: 93.1492537313433
verified: no
task: type: Classification, dataset: config: default
name: MTEB AmazonPolarityClassification
revision: e2d317d38cd51312af73b3d32a06d1a08b442046
split: test
type: mteb/amazon_polarity
metrics: type: accuracy
value: 96.98372499999999
verified: no, type: ap
value: 95.62303091773919
verified: no, type: f1
value: 96.98308191715637
verified: no, type: main_score
value: 96.98372499999999
verified: no
task: type: Classification, dataset: config: en
name: MTEB AmazonReviewsClassification (en)
revision: 1399c76144fd37290681b995c656ef9b2e06e26d
split: test
type: mteb/amazon_reviews_multi
metrics: type: accuracy
value: 61.461999999999996
verified: no, type: f1
value: 60.57257766583118
verified: no, type: main_score
value: 61.461999999999996
verified: no
task: type: Classification, dataset: config: default
name: MTEB ArguAna
revision: c22ab2a51041ffd869aaddef7af8d8215647e41a
split: test
type: mteb/arguana
metrics: type: main_score
value: 83.07967801208441
verified: no, type: ndcg_at_1
value: 66.50071123755335
verified: no, type: ndcg_at_3
value: 80.10869593172173
verified: no, type: ndcg_at_5
value: 81.89670542467924
verified: no, type: ndcg_at_10
value: 83.07967801208441
verified: no, type: ndcg_at_100
value: 83.5991349601075
verified: no, type: ndcg_at_1000
value: 83.5991349601075
verified: no, type: map_at_1
value: 66.50071123755335
verified: no, type: map_at_3
value: 76.83736367946898
verified: no, type: map_at_5
value: 77.8473210052158
verified: no, type: map_at_10
value: 78.35472690735851
verified: no, type: map_at_100
value: 78.47388207611678
verified: no, type: map_at_1000
value: 78.47388207611678
verified: no, type: precision_at_1
value: 66.50071123755335
verified: no, type: precision_at_3
value: 29.848269321953076
verified: no, type: precision_at_5
value: 18.762446657183045
verified: no, type: precision_at_10
value: 9.736842105262909
verified: no, type: precision_at_100
value: 0.9964438122332677
verified: no, type: precision_at_1000
value: 0.09964438122332549
verified: no, type: recall_at_1
value: 66.50071123755335
verified: no, type: recall_at_3
value: 89.5448079658606
verified: no, type: recall_at_5
value: 93.8122332859175
verified: no, type: recall_at_10
value: 97.36842105263158
verified: no, type: recall_at_100
value: 99.6443812233286
verified: no, type: recall_at_1000
value: 99.6443812233286
verified: no
task: type: Retrieval, dataset: config: default
name: MTEB ArxivClusteringP2P
revision: a122ad7f3f0291bf49cc6f4d32aa80929df69d5d
split: test
type: mteb/arxiv-clustering-p2p
metrics: type: main_score
value: 54.43859683357485
verified: no, type: v_measure
value: 54.43859683357485
verified: no, type: v_measure_std
value: 14.511128158596337
verified: no
task: type: Clustering, dataset: config: default
name: MTEB ArxivClusteringS2S
revision: f910caf1a6075f7329cdf8c1a6135696f37dbd53
split: test
type: mteb/arxiv-clustering-s2s
metrics: type: main_score
value: 49.33365996236564
verified: no, type: v_measure
value: 49.33365996236564
verified: no, type: v_measure_std
value: 14.61261944856548
verified: no
task: type: Clustering, dataset: config: default
name: MTEB AskUbuntuDupQuestions
revision: 2000358ca161889fa9c082cb41daa8dcfb161a54
split: test
type: mteb/askubuntudupquestions-reranking
metrics: type: main_score
value: 65.15263966490278
verified: no, type: map
value: 65.15263966490278
verified: no, type: mrr
value: 77.90331090885107
verified: no
task: type: Reranking, dataset: config: default
name: MTEB BIOSSES
revision: d3fb88f8f02e40887cd149695127462bbcf29b4a
split: test
type: mteb/biosses-sts
metrics: type: main_score
value: 86.47365710792691
verified: no, type: cosine_spearman
value: 86.47365710792691
verified: no, type: spearman
value: 86.47365710792691
verified: no
task: type: STS, dataset: config: default
name: MTEB Banking77Classification
revision: 0fd18e25b25c072e09e0d92ab615fda904d66300
split: test
type: mteb/banking77
metrics: type: accuracy
value: 91.48701298701299
verified: no, type: f1
value: 91.4733869423637
verified: no, type: main_score
value: 91.48701298701299
verified: no
task: type: Classification, dataset: config: default
name: MTEB BiorxivClusteringP2P
revision: 65b79d1d13f80053f67aca9498d9402c2d9f1f40
split: test
type: mteb/biorxiv-clustering-p2p
metrics: type: main_score
value: 53.050461108038036
verified: no, type: v_measure
value: 53.050461108038036
verified: no, type: v_measure_std
value: 0.9436104839012786
verified: no
task: type: Clustering, dataset: config: default
name: MTEB BiorxivClusteringS2S
revision: 258694dd0231531bc1fd9de6ceb52a0853c6d908
split: test
type: mteb/biorxiv-clustering-s2s
metrics: type: main_score
value: 48.38215568371151
verified: no, type: v_measure
value: 48.38215568371151
verified: no, type: v_measure_std
value: 0.9104384504649026
verified: no
task: type: Clustering, dataset: config: default
name: MTEB CQADupstackRetrieval
revision: 4ffe81d471b1924886b33c7567bfb200e9eec5c4
split: test
type: mteb/cqadupstack
metrics: type: main_score
value: 47.308084499970704
verified: no, type: ndcg_at_1
value: 36.038578730542476
verified: no, type: ndcg_at_3
value: 41.931365356453036
verified: no, type: ndcg_at_5
value: 44.479015523894994
verified: no, type: ndcg_at_10
value: 47.308084499970704
verified: no, type: ndcg_at_100
value: 52.498062430513606
verified: no, type: ndcg_at_1000
value: 54.2908789514719
verified: no, type: map_at_1
value: 30.38821701528966
verified: no, type: map_at_3
value: 37.974871761903636
verified: no, type: map_at_5
value: 39.85399878507757
verified: no, type: map_at_10
value: 41.31456611036795
verified: no, type: map_at_100
value: 42.62907836655835
verified: no, type: map_at_1000
value: 42.737235870659845
verified: no, type: precision_at_1
value: 36.038578730542476
verified: no, type: precision_at_3
value: 19.39960180094633
verified: no, type: precision_at_5
value: 13.79264655952497
verified: no, type: precision_at_10
value: 8.399223517333388
verified: no, type: precision_at_100
value: 1.2992373779520896
verified: no, type: precision_at_1000
value: 0.16327170951909567
verified: no, type: recall_at_1
value: 30.38821701528966
verified: no, type: recall_at_3
value: 45.51645512564165
verified: no, type: recall_at_5
value: 52.06077167834868
verified: no, type: recall_at_10
value: 60.38864106788279
verified: no, type: recall_at_100
value: 82.76968509918343
verified: no, type: recall_at_1000
value: 94.84170217080344
verified: no
task: type: Retrieval, dataset: config: default
name: MTEB ClimateFEVER
revision: 47f2ac6acb640fc46020b02a5b59fdda04d39380
split: test
type: mteb/climate-fever
metrics: type: main_score
value: 45.4272998284769
verified: no, type: ndcg_at_1
value: 44.36482084690554
verified: no, type: ndcg_at_3
value: 38.13005747178844
verified: no, type: ndcg_at_5
value: 40.83474510717123
verified: no, type: ndcg_at_10
value: 45.4272998284769
verified: no, type: ndcg_at_100
value: 52.880220707479516
verified: no, type: ndcg_at_1000
value: 55.364753427333
verified: no, type: map_at_1
value: 19.200868621064064
verified: no, type: map_at_3
value: 28.33785740137525
verified: no, type: map_at_5
value: 31.67162504524064
verified: no, type: map_at_10
value: 34.417673164090075
verified: no, type: map_at_100
value: 36.744753097028976
verified: no, type: map_at_1000
value: 36.91262189016135
verified: no, type: precision_at_1
value: 44.36482084690554
verified: no, type: precision_at_3
value: 29.14223669923975
verified: no, type: precision_at_5
value: 22.410423452768388
verified: no, type: precision_at_10
value: 14.293159609120309
verified: no, type: precision_at_100
value: 2.248859934853431
verified: no, type: precision_at_1000
value: 0.2722475570032542
verified: no, type: recall_at_1
value: 19.200868621064064
verified: no, type: recall_at_3
value: 34.132464712269176
verified: no, type: recall_at_5
value: 42.35613463626491
verified: no, type: recall_at_10
value: 52.50814332247546
verified: no, type: recall_at_100
value: 77.16178067318128
verified: no, type: recall_at_1000
value: 90.59174809989138
verified: no
task: type: Retrieval, dataset: config: default
name: MTEB DBPedia
revision: c0f706b76e590d620bd6618b3ca8efdd34e2d659
split: test
type: mteb/dbpedia
metrics: type: main_score
value: 51.634197691802754
verified: no, type: ndcg_at_1
value: 64.375
verified: no, type: ndcg_at_3
value: 55.677549598242614
verified: no, type: ndcg_at_5
value: 53.44347199908503
verified: no, type: ndcg_at_10
value: 51.634197691802754
verified: no, type: ndcg_at_100
value: 56.202861267183415
verified: no, type: ndcg_at_1000
value: 63.146019108272576
verified: no, type: map_at_1
value: 9.789380503780919
verified: no, type: map_at_3
value: 16.146582195277016
verified: no, type: map_at_5
value: 19.469695222167193
verified: no, type: map_at_10
value: 24.163327344766145
verified: no, type: map_at_100
value: 35.47047690245571
verified: no, type: map_at_1000
value: 37.5147432331838
verified: no, type: precision_at_1
value: 76.25
verified: no, type: precision_at_3
value: 59.08333333333333
verified: no, type: precision_at_5
value: 52.24999999999997
verified: no, type: precision_at_10
value: 42.54999999999994
verified: no, type: precision_at_100
value: 13.460000000000008
verified: no, type: precision_at_1000
value: 2.4804999999999966
verified: no, type: recall_at_1
value: 9.789380503780919
verified: no, type: recall_at_3
value: 17.48487134027656
verified: no, type: recall_at_5
value: 22.312024269698806
verified: no, type: recall_at_10
value: 30.305380335237324
verified: no, type: recall_at_100
value: 62.172868946596424
verified: no, type: recall_at_1000
value: 85.32410301328747
verified: no
task: type: Retrieval, dataset: config: default
name: MTEB EmotionClassification
revision: 4f58c6b202a23cf9a4da393831edf4f9183cad37
split: test
type: mteb/emotion
metrics: type: accuracy
value: 93.36
verified: no, type: f1
value: 89.73665936982262
verified: no, type: main_score
value: 93.36
verified: no
task: type: Classification, dataset: config: default
name: MTEB FEVER
revision: bea83ef9e8fb933d90a2f1d5515737465d613e12
split: test
type: mteb/fever
metrics: type: main_score
value: 92.82809814626805
verified: no, type: ndcg_at_1
value: 88.98889888988899
verified: no, type: ndcg_at_3
value: 91.82404417747676
verified: no, type: ndcg_at_5
value: 92.41785792357787
verified: no, type: ndcg_at_10
value: 92.82809814626805
verified: no, type: ndcg_at_100
value: 93.31730867509245
verified: no, type: ndcg_at_1000
value: 93.45171203408582
verified: no, type: map_at_1
value: 82.64125817343636
verified: no, type: map_at_3
value: 89.39970782792554
verified: no, type: map_at_5
value: 89.96799501378695
verified: no, type: map_at_10
value: 90.27479706587437
verified: no, type: map_at_100
value: 90.45185655778057
verified: no, type: map_at_1000
value: 90.46130471574544
verified: no, type: precision_at_1
value: 88.98889888988899
verified: no, type: precision_at_3
value: 34.923492349234245
verified: no, type: precision_at_5
value: 21.524152415244043
verified: no, type: precision_at_10
value: 11.033603360337315
verified: no, type: precision_at_100
value: 1.1521152115211895
verified: no, type: precision_at_1000
value: 0.11765676567657675
verified: no, type: recall_at_1
value: 82.64125817343636
verified: no, type: recall_at_3
value: 94.35195900542428
verified: no, type: recall_at_5
value: 95.9071323799047
verified: no, type: recall_at_10
value: 97.04234113887586
verified: no, type: recall_at_100
value: 98.77282371094255
verified: no, type: recall_at_1000
value: 99.5555567461508
verified: no
task: type: Retrieval, dataset: config: default
name: MTEB FiQA2018
revision: 27a168819829fe9bcd655c2df245fb19452e8e06
split: test
type: mteb/fiqa
metrics: type: main_score
value: 59.67151242793314
verified: no, type: ndcg_at_1
value: 57.407407407407405
verified: no, type: ndcg_at_3
value: 53.79975378289304
verified: no, type: ndcg_at_5
value: 56.453379423655406
verified: no, type: ndcg_at_10
value: 59.67151242793314
verified: no, type: ndcg_at_100
value: 65.34055762539253
verified: no, type: ndcg_at_1000
value: 67.07707746043032
verified: no, type: map_at_1
value: 30.65887045053714
verified: no, type: map_at_3
value: 44.09107110881799
verified: no, type: map_at_5
value: 48.18573748068346
verified: no, type: map_at_10
value: 51.03680979612876
verified: no, type: map_at_100
value: 53.03165194566928
verified: no, type: map_at_1000
value: 53.16191096190861
verified: no, type: precision_at_1
value: 57.407407407407405
verified: no, type: precision_at_3
value: 35.493827160493886
verified: no, type: precision_at_5
value: 26.913580246913547
verified: no, type: precision_at_10
value: 16.435185185185155
verified: no, type: precision_at_100
value: 2.2685185185184986
verified: no, type: precision_at_1000
value: 0.25864197530863964
verified: no, type: recall_at_1
value: 30.65887045053714
verified: no, type: recall_at_3
value: 48.936723427464194
verified: no, type: recall_at_5
value: 58.55942925387371
verified: no, type: recall_at_10
value: 68.45128551147073
verified: no, type: recall_at_100
value: 88.24599311867836
verified: no, type: recall_at_1000
value: 98.18121693121691
verified: no
task: type: Retrieval, dataset: config: default
name: MTEB HotpotQA
revision: ab518f4d6fcca38d87c25209f94beba119d02014
split: test
type: mteb/hotpotqa
metrics: type: main_score
value: 85.13780800141961
verified: no, type: ndcg_at_1
value: 89.9392302498312
verified: no, type: ndcg_at_3
value: 81.2061569376288
verified: no, type: ndcg_at_5
value: 83.53311592078133
verified: no, type: ndcg_at_10
value: 85.13780800141961
verified: no, type: ndcg_at_100
value: 87.02630661625386
verified: no, type: ndcg_at_1000
value: 87.47294723601075
verified: no, type: map_at_1
value: 44.9696151249156
verified: no, type: map_at_3
value: 76.46972766148966
verified: no, type: map_at_5
value: 78.47749268512187
verified: no, type: map_at_10
value: 79.49792611170005
verified: no, type: map_at_100
value: 80.09409086274644
verified: no, type: map_at_1000
value: 80.11950878917663
verified: no, type: precision_at_1
value: 89.9392302498312
verified: no, type: precision_at_3
value: 53.261309925724234
verified: no, type: precision_at_5
value: 33.79338284942924
verified: no, type: precision_at_10
value: 17.69750168805041
verified: no, type: precision_at_100
value: 1.9141120864280805
verified: no, type: precision_at_1000
value: 0.19721809588118133
verified: no, type: recall_at_1
value: 44.9696151249156
verified: no, type: recall_at_3
value: 79.8919648885888
verified: no, type: recall_at_5
value: 84.48345712356516
verified: no, type: recall_at_10
value: 88.48750844024308
verified: no, type: recall_at_100
value: 95.70560432140446
verified: no, type: recall_at_1000
value: 98.60904794058068
verified: no
task: type: Retrieval, dataset: config: default
name: MTEB ImdbClassification
revision: 3d86128a09e091d6018b6d26cad27f2739fc2db7
split: test
type: mteb/imdb
metrics: type: accuracy
value: 96.9144
verified: no, type: ap
value: 95.45276911068486
verified: no, type: f1
value: 96.91412729455966
verified: no, type: main_score
value: 96.9144
verified: no
task: type: Classification, dataset: config: default
name: MTEB MSMARCO
revision: c5a29a104738b98a9e76336939199e264163d4a0
split: dev
type: mteb/msmarco
metrics: type: main_score
value: 46.78865753107054
verified: no, type: ndcg_at_1
value: 26.63323782234957
verified: no, type: ndcg_at_3
value: 38.497585804985754
verified: no, type: ndcg_at_5
value: 42.72761631631636
verified: no, type: ndcg_at_10
value: 46.78865753107054
verified: no, type: ndcg_at_100
value: 51.96170786623209
verified: no, type: ndcg_at_1000
value: 52.82713901970963
verified: no, type: map_at_1
value: 25.89063992359121
verified: no, type: map_at_3
value: 35.299466730340654
verified: no, type: map_at_5
value: 37.68771887933786
verified: no, type: map_at_10
value: 39.40908074468253
verified: no, type: map_at_100
value: 40.53444082323405
verified: no, type: map_at_1000
value: 40.57183037649452
verified: no, type: precision_at_1
value: 26.63323782234957
verified: no, type: precision_at_3
value: 16.265520534861793
verified: no, type: precision_at_5
value: 11.902578796562304
verified: no, type: precision_at_10
value: 7.262177650430416
verified: no, type: precision_at_100
value: 0.9819484240687512
verified: no, type: precision_at_1000
value: 0.10571633237823287
verified: no, type: recall_at_1
value: 25.89063992359121
verified: no, type: recall_at_3
value: 46.99737344794652
verified: no, type: recall_at_5
value: 57.160936007640906
verified: no, type: recall_at_10
value: 69.43409742120343
verified: no, type: recall_at_100
value: 92.86413562559697
verified: no, type: recall_at_1000
value: 99.3230659025788
verified: no
task: type: Retrieval, dataset: config: en
name: MTEB MTOPDomainClassification (en)
revision: d80d48c1eb48d3562165c59d59d0034df9fff0bf
split: test
type: mteb/mtop_domain
metrics: type: accuracy
value: 98.42225262197901
verified: no, type: f1
value: 98.31652547061115
verified: no, type: main_score
value: 98.42225262197901
verified: no
task: type: Classification, dataset: config: en
name: MTEB MTOPIntentClassification (en)
revision: ae001d0e6b1228650b7bd1c2c65fb50ad11a8aba
split: test
type: mteb/mtop_intent
metrics: type: accuracy
value: 94.00136798905609
verified: no, type: f1
value: 82.7022316533099
verified: no, type: main_score
value: 94.00136798905609
verified: no
task: type: Classification, dataset: config: en
name: MTEB MassiveIntentClassification (en)
revision: 4672e20407010da34463acc759c162ca9734bca6
split: test
type: mteb/amazon_massive_intent
metrics: type: accuracy
value: 82.92535305985204
verified: no, type: f1
value: 79.885538231847
verified: no, type: main_score
value: 82.92535305985204
verified: no
task: type: Classification, dataset: config: en
name: MTEB MassiveScenarioClassification (en)
revision: fad2c6e8459f9e1c45d9315f4953d921437d70f8
split: test
type: mteb/amazon_massive_scenario
metrics: type: accuracy
value: 85.60188298587758
verified: no, type: f1
value: 84.87416963499224
verified: no, type: main_score
value: 85.60188298587758
verified: no
task: type: Classification, dataset: config: default
name: MTEB MedrxivClusteringP2P
revision: e7a26af6f3ae46b30dde8737f02c07b1505bcc73
split: test
type: mteb/medrxiv-clustering-p2p
metrics: type: main_score
value: 45.86171497327639
verified: no, type: v_measure
value: 45.86171497327639
verified: no, type: v_measure_std
value: 1.551347259003324
verified: no
task: type: Clustering, dataset: config: default
name: MTEB MedrxivClusteringS2S
revision: 35191c8c0dca72d8ff3efcd72aa802307d469663
split: test
type: mteb/medrxiv-clustering-s2s
metrics: type: main_score
value: 44.33336692345644
verified: no, type: v_measure
value: 44.33336692345644
verified: no, type: v_measure_std
value: 1.5931408596404715
verified: no
task: type: Clustering, dataset: config: default
name: MTEB MindSmallReranking
revision: 59042f120c80e8afa9cdbb224f67076cec0fc9a7
split: test
type: mteb/mind_small
metrics: type: main_score
value: 30.597409734750503
verified: no, type: map
value: 30.597409734750503
verified: no, type: mrr
value: 31.397041548018457
verified: no
task: type: Reranking, dataset: config: default
name: MTEB NFCorpus
revision: ec0fa4fe99da2ff19ca1214b7966684033a58814
split: test
type: mteb/nfcorpus
metrics: type: main_score
value: 41.850870119787835
verified: no, type: ndcg_at_1
value: 52.47678018575851
verified: no, type: ndcg_at_3
value: 47.43993801247414
verified: no, type: ndcg_at_5
value: 45.08173173082719
verified: no, type: ndcg_at_10
value: 41.850870119787835
verified: no, type: ndcg_at_100
value: 37.79284946590978
verified: no, type: ndcg_at_1000
value: 46.58046062123418
verified: no, type: map_at_1
value: 6.892464464226138
verified: no, type: map_at_3
value: 12.113195798233127
verified: no, type: map_at_5
value: 13.968475602788812
verified: no, type: map_at_10
value: 16.47564069781326
verified: no, type: map_at_100
value: 20.671726065190025
verified: no, type: map_at_1000
value: 22.328875914012006
verified: no, type: precision_at_1
value: 53.86996904024768
verified: no, type: precision_at_3
value: 43.96284829721363
verified: no, type: precision_at_5
value: 38.69969040247682
verified: no, type: precision_at_10
value: 30.928792569659457
verified: no, type: precision_at_100
value: 9.507739938080498
verified: no, type: precision_at_1000
value: 2.25882352941176
verified: no, type: recall_at_1
value: 6.892464464226138
verified: no, type: recall_at_3
value: 13.708153358278407
verified: no, type: recall_at_5
value: 16.651919797359145
verified: no, type: recall_at_10
value: 21.01801714352559
verified: no, type: recall_at_100
value: 37.01672102843443
verified: no, type: recall_at_1000
value: 69.8307270724072
verified: no
task: type: Retrieval, dataset: config: default
name: MTEB NQ
revision: b774495ed302d8c44a3a7ea25c90dbce03968f31
split: test
type: mteb/nq
metrics: type: main_score
value: 73.88350836507092
verified: no, type: ndcg_at_1
value: 57.0683661645423
verified: no, type: ndcg_at_3
value: 67.89935813080585
verified: no, type: ndcg_at_5
value: 71.47769719452941
verified: no, type: ndcg_at_10
value: 73.88350836507092
verified: no, type: ndcg_at_100
value: 75.76561068060907
verified: no, type: ndcg_at_1000
value: 75.92437662684215
verified: no, type: map_at_1
value: 51.00424874468904
verified: no, type: map_at_3
value: 63.87359984550011
verified: no, type: map_at_5
value: 66.23696407879494
verified: no, type: map_at_10
value: 67.42415446608673
verified: no, type: map_at_100
value: 67.92692839842621
verified: no, type: map_at_1000
value: 67.93437922640133
verified: no, type: precision_at_1
value: 57.0683661645423
verified: no, type: precision_at_3
value: 29.692931633836416
verified: no, type: precision_at_5
value: 20.046349942062854
verified: no, type: precision_at_10
value: 10.950173812283
verified: no, type: precision_at_100
value: 1.1995944380069687
verified: no, type: precision_at_1000
value: 0.12146581691772171
verified: no, type: recall_at_1
value: 51.00424874468904
verified: no, type: recall_at_3
value: 75.93665507918116
verified: no, type: recall_at_5
value: 83.95133256083433
verified: no, type: recall_at_10
value: 90.78794901506375
verified: no, type: recall_at_100
value: 98.61915797605253
verified: no, type: recall_at_1000
value: 99.7827346465817
verified: no
task: type: Retrieval, dataset: config: default
name: MTEB QuoraRetrieval
revision: e4e08e0b7dbe3c8700f0daef558ff32256715259
split: test
type: mteb/quora
metrics: type: main_score
value: 90.95410848372035
verified: no, type: ndcg_at_1
value: 84.61999999999999
verified: no, type: ndcg_at_3
value: 88.57366734033212
verified: no, type: ndcg_at_5
value: 89.89804048972175
verified: no, type: ndcg_at_10
value: 90.95410848372035
verified: no, type: ndcg_at_100
value: 91.83227134455773
verified: no, type: ndcg_at_1000
value: 91.88368412611601
verified: no, type: map_at_1
value: 73.4670089207039
verified: no, type: map_at_3
value: 84.87862925508942
verified: no, type: map_at_5
value: 86.68002324701408
verified: no, type: map_at_10
value: 87.7165466015312
verified: no, type: map_at_100
value: 88.28718809614146
verified: no, type: map_at_1000
value: 88.29877148480672
verified: no, type: precision_at_1
value: 84.61999999999999
verified: no, type: precision_at_3
value: 38.82333333333838
verified: no, type: precision_at_5
value: 25.423999999998642
verified: no, type: precision_at_10
value: 13.787999999998583
verified: no, type: precision_at_100
value: 1.5442999999999767
verified: no, type: precision_at_1000
value: 0.15672999999997972
verified: no, type: recall_at_1
value: 73.4670089207039
verified: no, type: recall_at_3
value: 89.98389854832143
verified: no, type: recall_at_5
value: 93.88541046010576
verified: no, type: recall_at_10
value: 96.99779417520634
verified: no, type: recall_at_100
value: 99.80318763957743
verified: no, type: recall_at_1000
value: 99.99638888888889
verified: no
task: type: Retrieval, dataset: config: default
name: MTEB RedditClustering
revision: 24640382cdbf8abc73003fb0fa6d111a705499eb
split: test
type: mteb/reddit-clustering
metrics: type: main_score
value: 72.33008348681277
verified: no, type: v_measure
value: 72.33008348681277
verified: no, type: v_measure_std
value: 2.9203215463933008
verified: no
task: type: Clustering, dataset: config: default
name: MTEB RedditClusteringP2P
revision: 385e3cb46b4cfa89021f56c4380204149d0efe33
split: test
type: mteb/reddit-clustering-p2p
metrics: type: main_score
value: 72.72079657828903
verified: no, type: v_measure
value: 72.72079657828903
verified: no, type: v_measure_std
value: 11.930271663428735
verified: no
task: type: Clustering, dataset: config: default
name: MTEB SCIDOCS
revision: f8c2fcf00f625baaa80f62ec5bd9e1fff3b8ae88
split: test
type: mteb/scidocs
metrics: type: main_score
value: 25.25865384510787
verified: no, type: ndcg_at_1
value: 28.7
verified: no, type: ndcg_at_3
value: 23.61736427940938
verified: no, type: ndcg_at_5
value: 20.845690325673885
verified: no, type: ndcg_at_10
value: 25.25865384510787
verified: no, type: ndcg_at_100
value: 36.18596641088721
verified: no, type: ndcg_at_1000
value: 41.7166868935345
verified: no, type: map_at_1
value: 5.828333333333361
verified: no, type: map_at_3
value: 10.689166666666676
verified: no, type: map_at_5
value: 13.069916666666668
verified: no, type: map_at_10
value: 15.4901164021164
verified: no, type: map_at_100
value: 18.61493245565425
verified: no, type: map_at_1000
value: 18.99943478016456
verified: no, type: precision_at_1
value: 28.7
verified: no, type: precision_at_3
value: 22.30000000000006
verified: no, type: precision_at_5
value: 18.55999999999997
verified: no, type: precision_at_10
value: 13.289999999999946
verified: no, type: precision_at_100
value: 2.905000000000005
verified: no, type: precision_at_1000
value: 0.4218999999999946
verified: no, type: recall_at_1
value: 5.828333333333361
verified: no, type: recall_at_3
value: 13.548333333333387
verified: no, type: recall_at_5
value: 18.778333333333308
verified: no, type: recall_at_10
value: 26.939999999999902
verified: no, type: recall_at_100
value: 58.91333333333344
verified: no, type: recall_at_1000
value: 85.57499999999972
verified: no
task: type: Retrieval, dataset: config: default
name: MTEB SICK-R
revision: 20a6d6f312dd54037fe07a32d58e5e168867909d
split: test
type: mteb/sickr-sts
metrics: type: main_score
value: 83.86733787791422
verified: no, type: cosine_spearman
value: 83.86733787791422
verified: no, type: spearman
value: 83.86733787791422
verified: no
task: type: STS, dataset: config: default
name: MTEB STS12
revision: a0d554a64d88156834ff5ae9920b964011b16384
split: test
type: mteb/sts12-sts
metrics: type: main_score
value: 78.14269330480724
verified: no, type: cosine_spearman
value: 78.14269330480724
verified: no, type: spearman
value: 78.14269330480724
verified: no
task: type: STS, dataset: config: default
name: MTEB STS13
revision: 7e90230a92c190f1bf69ae9002b8cea547a64cca
split: test
type: mteb/sts13-sts
metrics: type: main_score
value: 86.58640009300751
verified: no, type: cosine_spearman
value: 86.58640009300751
verified: no, type: spearman
value: 86.58640009300751
verified: no
task: type: STS, dataset: config: default
name: MTEB STS14
revision: 6031580fec1f6af667f0bd2da0a551cf4f0b2375
split: test
type: mteb/sts14-sts
metrics: type: main_score
value: 82.8292579957437
verified: no, type: cosine_spearman
value: 82.8292579957437
verified: no, type: spearman
value: 82.8292579957437
verified: no
task: type: STS, dataset: config: default
name: MTEB STS15
revision: ae752c7c21bf194d8b67fd573edf7ae58183cbe3
split: test
type: mteb/sts15-sts
metrics: type: main_score
value: 87.77203714228862
verified: no, type: cosine_spearman
value: 87.77203714228862
verified: no, type: spearman
value: 87.77203714228862
verified: no
task: type: STS, dataset: config: default
name: MTEB STS16
revision: 4d8694f8f0e0100860b497b999b3dbed754a0513
split: test
type: mteb/sts16-sts
metrics: type: main_score
value: 87.0439304006969
verified: no, type: cosine_spearman
value: 87.0439304006969
verified: no, type: spearman
value: 87.0439304006969
verified: no
task: type: STS, dataset: config: en-en
name: MTEB STS17 (en-en)
revision: faeb762787bd10488a50c8b5be4a3b82e411949c
split: test
type: mteb/sts17-crosslingual-sts
metrics: type: main_score
value: 91.24736138013424
verified: no, type: cosine_spearman
value: 91.24736138013424
verified: no, type: spearman
value: 91.24736138013424
verified: no
task: type: STS, dataset: config: en
name: MTEB STS22 (en)
revision: de9d86b3b84231dc21f76c7b7af1f28e2f57f6e3
split: test
type: mteb/sts22-crosslingual-sts
metrics: type: main_score
value: 70.07326214706
verified: no, type: cosine_spearman
value: 70.07326214706
verified: no, type: spearman
value: 70.07326214706
verified: no
task: type: STS, dataset: config: default
name: MTEB STSBenchmark
revision: b0fddb56ed78048fa8b90373c8a3cfc37b684831
split: test
type: mteb/stsbenchmark-sts
metrics: type: main_score
value: 88.42076443255168
verified: no, type: cosine_spearman
value: 88.42076443255168
verified: no, type: spearman
value: 88.42076443255168
verified: no
task: type: STS, dataset: config: default
name: MTEB SciDocsRR
revision: d3c5e1fc0b855ab6097bf1cda04dd73947d7caab
split: test
type: mteb/scidocs-reranking
metrics: type: main_score
value: 86.9584489124583
verified: no, type: map
value: 86.9584489124583
verified: no, type: mrr
value: 96.59475328592976
verified: no
task: type: Reranking, dataset: config: default
name: MTEB SciFact
revision: 0228b52cf27578f30900b9e5271d331663a030d7
split: test
type: mteb/scifact
metrics: type: main_score
value: 79.09159079425369
verified: no, type: ndcg_at_1
value: 66
verified: no, type: ndcg_at_3
value: 74.98853481223065
verified: no, type: ndcg_at_5
value: 77.29382051205019
verified: no, type: ndcg_at_10
value: 79.09159079425369
verified: no, type: ndcg_at_100
value: 80.29692802526776
verified: no, type: ndcg_at_1000
value: 80.55210036585547
verified: no, type: map_at_1
value: 62.994444444444454
verified: no, type: map_at_3
value: 71.7425925925926
verified: no, type: map_at_5
value: 73.6200925925926
verified: no, type: map_at_10
value: 74.50223544973547
verified: no, type: map_at_100
value: 74.82438594015447
verified: no, type: map_at_1000
value: 74.83420474892468
verified: no, type: precision_at_1
value: 66
verified: no, type: precision_at_3
value: 29.44444444444439
verified: no, type: precision_at_5
value: 19.40000000000008
verified: no, type: precision_at_10
value: 10.366666666666715
verified: no, type: precision_at_100
value: 1.0999999999999928
verified: no, type: precision_at_1000
value: 0.11200000000000007
verified: no, type: recall_at_1
value: 62.994444444444454
verified: no, type: recall_at_3
value: 80.89999999999998
verified: no, type: recall_at_5
value: 86.72777777777779
verified: no, type: recall_at_10
value: 91.88888888888887
verified: no, type: recall_at_100
value: 97
verified: no, type: recall_at_1000
value: 99
verified: no
task: type: Retrieval, dataset: config: default
name: MTEB SprintDuplicateQuestions
revision: d66bd1f72af766a5cc4b0ca5e00c162f89e8cc46
split: test
type: mteb/sprintduplicatequestions-pairclassification
metrics: type: main_score
value: 97.26819027722253
verified: no, type: cos_sim_accuracy
value: 99.88019801980198
verified: no, type: cos_sim_accuracy_threshold
value: 76.67685151100159
verified: no, type: cos_sim_ap
value: 97.23260568085786
verified: no, type: cos_sim_f1
value: 93.91824526420737
verified: no, type: cos_sim_f1_threshold
value: 75.82710981369019
verified: no, type: cos_sim_precision
value: 93.63817097415506
verified: no, type: cos_sim_recall
value: 94.19999999999999
verified: no, type: dot_accuracy
value: 99.88019801980198
verified: no, type: dot_accuracy_threshold
value: 76.67686343193054
verified: no, type: dot_ap
value: 97.23260568085786
verified: no, type: dot_f1
value: 93.91824526420737
verified: no, type: dot_f1_threshold
value: 75.8271336555481
verified: no, type: dot_precision
value: 93.63817097415506
verified: no, type: dot_recall
value: 94.19999999999999
verified: no, type: euclidean_accuracy
value: 99.88019801980198
verified: no, type: euclidean_accuracy_threshold
value: 68.29807758331299
verified: no, type: euclidean_ap
value: 97.23259982599497
verified: no, type: euclidean_f1
value: 93.91824526420737
verified: no, type: euclidean_f1_threshold
value: 69.53110694885254
verified: no, type: euclidean_precision
value: 93.63817097415506
verified: no, type: euclidean_recall
value: 94.19999999999999
verified: no, type: manhattan_accuracy
value: 99.87821782178217
verified: no, type: manhattan_accuracy_threshold
value: 3482.6908111572266
verified: no, type: manhattan_ap
value: 97.26819027722253
verified: no, type: manhattan_f1
value: 93.92592592592592
verified: no, type: manhattan_f1_threshold
value: 3555.5641174316406
verified: no, type: manhattan_precision
value: 92.78048780487805
verified: no, type: manhattan_recall
value: 95.1
verified: no, type: max_accuracy
value: 99.88019801980198
verified: no, type: max_ap
value: 97.26819027722253
verified: no, type: max_f1
value: 93.92592592592592
verified: no
task: type: PairClassification, dataset: config: default
name: MTEB StackExchangeClustering
revision: 6cbc1f7b2bc0622f2e39d2c77fa502909748c259
split: test
type: mteb/stackexchange-clustering
metrics: type: main_score
value: 81.32419328350603
verified: no, type: v_measure
value: 81.32419328350603
verified: no, type: v_measure_std
value: 2.666861121694755
verified: no
task: type: Clustering, dataset: config: default
name: MTEB StackExchangeClusteringP2P
revision: 815ca46b2622cec33ccafc3735d572c266efdb44
split: test
type: mteb/stackexchange-clustering-p2p
metrics: type: main_score
value: 46.048387963107565
verified: no, type: v_measure
value: 46.048387963107565
verified: no, type: v_measure_std
value: 1.4102848576321703
verified: no
task: type: Clustering, dataset: config: default
name: MTEB StackOverflowDupQuestions
revision: e185fbe320c72810689fc5848eb6114e1ef5ec69
split: test
type: mteb/stackoverflowdupquestions-reranking
metrics: type: main_score
value: 56.70574900554072
verified: no, type: map
value: 56.70574900554072
verified: no, type: mrr
value: 57.517109116373824
verified: no
task: type: Reranking, dataset: config: default
name: MTEB SummEval
revision: cda12ad7615edc362dbf25a00fdd61d3b1eaf93c
split: test
type: mteb/summeval
metrics: type: main_score
value: 30.76932903185174
verified: no, type: cosine_spearman
value: 30.76932903185174
verified: no, type: spearman
value: 30.76932903185174
verified: no
task: type: Summarization, dataset: config: default
name: MTEB TRECCOVID
revision: bb9466bac8153a0349341eb1b22e06409e78ef4e
split: test
type: mteb/trec-covid
metrics: type: main_score
value: 79.07987651251462
verified: no, type: ndcg_at_1
value: 83
verified: no, type: ndcg_at_3
value: 79.86598407528447
verified: no, type: ndcg_at_5
value: 79.27684428714952
verified: no, type: ndcg_at_10
value: 79.07987651251462
verified: no, type: ndcg_at_100
value: 64.55029164391163
verified: no, type: ndcg_at_1000
value: 59.42333857860492
verified: no, type: map_at_1
value: 0.226053732680979
verified: no, type: map_at_3
value: 0.644034626013194
verified: no, type: map_at_5
value: 1.045196967937728
verified: no, type: map_at_10
value: 2.0197496659905085
verified: no, type: map_at_100
value: 13.316018005224159
verified: no, type: map_at_1000
value: 33.784766957424104
verified: no, type: precision_at_1
value: 88
verified: no, type: precision_at_3
value: 86.66666666666667
verified: no, type: precision_at_5
value: 85.20000000000002
verified: no, type: precision_at_10
value: 84.19999999999997
verified: no, type: precision_at_100
value: 67.88000000000001
verified: no, type: precision_at_1000
value: 26.573999999999998
verified: no, type: recall_at_1
value: 0.226053732680979
verified: no, type: recall_at_3
value: 0.6754273711472734
verified: no, type: recall_at_5
value: 1.1168649828059245
verified: no, type: recall_at_10
value: 2.2215081031265207
verified: no, type: recall_at_100
value: 16.694165236664727
verified: no, type: recall_at_1000
value: 56.7022214857503
verified: no
task: type: Retrieval, dataset: config: default
name: MTEB Touche2020
revision: a34f9a33db75fa0cbb21bb5cfc3dae8dc8bec93f
split: test
type: mteb/touche2020
metrics: type: main_score
value: 30.47934263207554
verified: no, type: ndcg_at_1
value: 33.6734693877551
verified: no, type: ndcg_at_3
value: 34.36843900446739
verified: no, type: ndcg_at_5
value: 32.21323786731918
verified: no, type: ndcg_at_10
value: 30.47934263207554
verified: no, type: ndcg_at_100
value: 41.49598869753928
verified: no, type: ndcg_at_1000
value: 52.32963949183662
verified: no, type: map_at_1
value: 3.0159801678718168
verified: no, type: map_at_3
value: 7.13837927642557
verified: no, type: map_at_5
value: 9.274004610363466
verified: no, type: map_at_10
value: 12.957368366814324
verified: no, type: map_at_100
value: 19.3070585127604
verified: no, type: map_at_1000
value: 20.809777161133532
verified: no, type: precision_at_1
value: 34.69387755102041
verified: no, type: precision_at_3
value: 36.054421768707485
verified: no, type: precision_at_5
value: 32.24489795918368
verified: no, type: precision_at_10
value: 27.142857142857146
verified: no, type: precision_at_100
value: 8.326530612244898
verified: no, type: precision_at_1000
value: 1.5755102040816336
verified: no, type: recall_at_1
value: 3.0159801678718168
verified: no, type: recall_at_3
value: 8.321771388428257
verified: no, type: recall_at_5
value: 11.737532394366069
verified: no, type: recall_at_10
value: 19.49315139822179
verified: no, type: recall_at_100
value: 50.937064145519685
verified: no, type: recall_at_1000
value: 83.4358283484675
verified: no
task: type: Retrieval, dataset: config: default
name: MTEB ToxicConversationsClassification
revision: edfaf9da55d3dd50d43143d90c1ac476895ae6de
split: test
type: mteb/toxic_conversations_50k
metrics: type: accuracy
value: 93.173828125
verified: no, type: ap
value: 46.040184641424396
verified: no, type: f1
value: 80.77280549412752
verified: no, type: main_score
value: 93.173828125
verified: no
task: type: Classification, dataset: config: default
name: MTEB TweetSentimentExtractionClassification
revision: d604517c81ca91fe16a244d1248fc021f9ecee7a
split: test
type: mteb/tweet_sentiment_extraction
metrics: type: accuracy
value: 79.9320882852292
verified: no, type: f1
value: 80.22638685975485
verified: no, type: main_score
value: 79.9320882852292
verified: no
task: type: Classification, dataset: config: default
name: MTEB TwentyNewsgroupsClustering
revision: 6125ec4e24fa026cec8a478383ee943acfbd5449
split: test
type: mteb/twentynewsgroups-clustering
metrics: type: main_score
value: 68.98152919711418
verified: no, type: v_measure
value: 68.98152919711418
verified: no, type: v_measure_std
value: 1.2519720970652428
verified: no
task: type: Clustering, dataset: config: default
name: MTEB TwitterSemEval2015
revision: 70970daeab8776df92f5ea462b6173c0b46fd2d1
split: test
type: mteb/twittersemeval2015-pairclassification
metrics: type: main_score
value: 79.34189681158234
verified: no, type: cos_sim_accuracy
value: 87.68552184538356
verified: no, type: cos_sim_accuracy_threshold
value: 76.06316804885864
verified: no, type: cos_sim_ap
value: 79.34189149773933
verified: no, type: cos_sim_f1
value: 72.16386554621849
verified: no, type: cos_sim_f1_threshold
value: 73.62890243530273
verified: no, type: cos_sim_precision
value: 71.82435964453737
verified: no, type: cos_sim_recall
value: 72.5065963060686
verified: no, type: dot_accuracy
value: 87.68552184538356
verified: no, type: dot_accuracy_threshold
value: 76.06316208839417
verified: no, type: dot_ap
value: 79.34189231911259
verified: no, type: dot_f1
value: 72.16386554621849
verified: no, type: dot_f1_threshold
value: 73.62889647483826
verified: no, type: dot_precision
value: 71.82435964453737
verified: no, type: dot_recall
value: 72.5065963060686
verified: no, type: euclidean_accuracy
value: 87.68552184538356
verified: no, type: euclidean_accuracy_threshold
value: 69.19080018997192
verified: no, type: euclidean_ap
value: 79.34189681158234
verified: no, type: euclidean_f1
value: 72.16386554621849
verified: no, type: euclidean_f1_threshold
value: 72.62383103370667
verified: no, type: euclidean_precision
value: 71.82435964453737
verified: no, type: euclidean_recall
value: 72.5065963060686
verified: no, type: manhattan_accuracy
value: 87.661679680515
verified: no, type: manhattan_accuracy_threshold
value: 3408.807373046875
verified: no, type: manhattan_ap
value: 79.29617544165136
verified: no, type: manhattan_f1
value: 72.1957671957672
verified: no, type: manhattan_f1_threshold
value: 3597.7684020996094
verified: no, type: manhattan_precision
value: 72.38726790450929
verified: no, type: manhattan_recall
value: 72.00527704485488
verified: no, type: max_accuracy
value: 87.68552184538356
verified: no, type: max_ap
value: 79.34189681158234
verified: no, type: max_f1
value: 72.1957671957672
verified: no
task: type: PairClassification, dataset: config: default
name: MTEB TwitterURLCorpus
revision: 8b6510b0b1fa4e4c4f879467980e9be563ec1cdf
split: test
type: mteb/twitterurlcorpus-pairclassification
metrics: type: main_score
value: 87.8635519535718
verified: no, type: cos_sim_accuracy
value: 89.80672953778088
verified: no, type: cos_sim_accuracy_threshold
value: 73.09532165527344
verified: no, type: cos_sim_ap
value: 87.84251379545145
verified: no, type: cos_sim_f1
value: 80.25858884373845
verified: no, type: cos_sim_f1_threshold
value: 70.57080268859863
verified: no, type: cos_sim_precision
value: 77.14103110353643
verified: no, type: cos_sim_recall
value: 83.63874345549738
verified: no, type: dot_accuracy
value: 89.80672953778088
verified: no, type: dot_accuracy_threshold
value: 73.09532761573792
verified: no, type: dot_ap
value: 87.84251881260793
verified: no, type: dot_f1
value: 80.25858884373845
verified: no, type: dot_f1_threshold
value: 70.57079076766968
verified: no, type: dot_precision
value: 77.14103110353643
verified: no, type: dot_recall
value: 83.63874345549738
verified: no, type: euclidean_accuracy
value: 89.80672953778088
verified: no, type: euclidean_accuracy_threshold
value: 73.3548641204834
verified: no, type: euclidean_ap
value: 87.84251335039049
verified: no, type: euclidean_f1
value: 80.25858884373845
verified: no, type: euclidean_f1_threshold
value: 76.71923041343689
verified: no, type: euclidean_precision
value: 77.14103110353643
verified: no, type: euclidean_recall
value: 83.63874345549738
verified: no, type: manhattan_accuracy
value: 89.78150347343501
verified: no, type: manhattan_accuracy_threshold
value: 3702.7603149414062
verified: no, type: manhattan_ap
value: 87.8635519535718
verified: no, type: manhattan_f1
value: 80.27105660516332
verified: no, type: manhattan_f1_threshold
value: 3843.5962677001953
verified: no, type: manhattan_precision
value: 76.9361101306036
verified: no, type: manhattan_recall
value: 83.90822297505389
verified: no, type: max_accuracy
value: 89.80672953778088
verified: no, type: max_ap
value: 87.8635519535718
verified: no, type: max_f1
value: 80.27105660516332
verified: no
task: type: PairClassification
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Created: 2024-12-20 09:48:12