Model: nvidia/NV-Embed-v1
Author: nvidia
Library: sentence-transformers
Tags: sentence-transformers, safetensors, nvembed, mteb, custom_code, en, arxiv:2210.07316, arxiv:2405.17428, license:cc-by-nc-4.0, model-index, region:us
Card metadata: tags: mteb, sentence-transformers
model-index: name: NV-Embed-v1
results: task: type: Classification
dataset: type: mteb/amazon_counterfactual
name: MTEB AmazonCounterfactualClassification (en)
config: en
split: test
revision: e8379541af4e31359cca9fbcf4b00f2671dba205
metrics: type: accuracy
value: 95.11940298507461
verified: no, type: ap
value: 79.21521293687752
verified: no, type: f1
value: 92.45575440759485
verified: no, task: type: Classification
dataset: type: mteb/amazon_polarity
name: MTEB AmazonPolarityClassification
config: default
split: test
revision: e2d317d38cd51312af73b3d32a06d1a08b442046
metrics: type: accuracy
value: 97.143125
verified: no, type: ap
value: 95.28635983806933
verified: no, type: f1
value: 97.1426073127198
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: 55.465999999999994
verified: no, type: f1
value: 52.70196166254287
verified: no, task: type: Retrieval
dataset: type: mteb/arguana
name: MTEB ArguAna
config: default
split: test
revision: c22ab2a51041ffd869aaddef7af8d8215647e41a
metrics: type: map_at_1
value: 44.879000000000005
verified: no, type: map_at_10
value: 60.146
verified: no, type: map_at_100
value: 60.533
verified: no, type: map_at_1000
value: 60.533
verified: no, type: map_at_3
value: 55.725
verified: no, type: map_at_5
value: 58.477999999999994
verified: no, type: mrr_at_1
value: 0
verified: no, type: mrr_at_10
value: 0
verified: no, type: mrr_at_100
value: 0
verified: no, type: mrr_at_1000
value: 0
verified: no, type: mrr_at_3
value: 0
verified: no, type: mrr_at_5
value: 0
verified: no, type: ndcg_at_1
value: 44.879000000000005
verified: no, type: ndcg_at_10
value: 68.205
verified: no, type: ndcg_at_100
value: 69.646
verified: no, type: ndcg_at_1000
value: 69.65599999999999
verified: no, type: ndcg_at_3
value: 59.243
verified: no, type: ndcg_at_5
value: 64.214
verified: no, type: precision_at_1
value: 44.879000000000005
verified: no, type: precision_at_10
value: 9.374
verified: no, type: precision_at_100
value: 0.996
verified: no, type: precision_at_1000
value: 0.1
verified: no, type: precision_at_3
value: 23.139000000000003
verified: no, type: precision_at_5
value: 16.302
verified: no, type: recall_at_1
value: 44.879000000000005
verified: no, type: recall_at_10
value: 93.741
verified: no, type: recall_at_100
value: 99.57300000000001
verified: no, type: recall_at_1000
value: 99.644
verified: no, type: recall_at_3
value: 69.417
verified: no, type: recall_at_5
value: 81.50800000000001
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: 53.76391569504432
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: 49.589284930659005
verified: no, task: type: Reranking
dataset: type: mteb/askubuntudupquestions-reranking
name: MTEB AskUbuntuDupQuestions
config: default
split: test
revision: 2000358ca161889fa9c082cb41daa8dcfb161a54
metrics: type: map
value: 67.49860736554155
verified: no, type: mrr
value: 80.77771182341819
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: 87.87900681188576
verified: no, type: cos_sim_spearman
value: 85.5905044545741
verified: no, type: euclidean_pearson
value: 86.80150192033507
verified: no, type: euclidean_spearman
value: 85.5905044545741
verified: no, type: manhattan_pearson
value: 86.79080500635683
verified: no, type: manhattan_spearman
value: 85.69351885001977
verified: no, task: type: Classification
dataset: type: mteb/banking77
name: MTEB Banking77Classification
config: default
split: test
revision: 0fd18e25b25c072e09e0d92ab615fda904d66300
metrics: type: accuracy
value: 90.33766233766235
verified: no, type: f1
value: 90.20736178753944
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: 48.152262077598465
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: 44.742970683037235
verified: no, task: type: Retrieval
dataset: type: mteb/cqadupstack
name: MTEB CQADupstackRetrieval
config: default
split: test
revision: 46989137a86843e03a6195de44b09deda022eec7
metrics: type: map_at_1
value: 31.825333333333326
verified: no, type: map_at_10
value: 44.019999999999996
verified: no, type: map_at_100
value: 45.37291666666667
verified: no, type: map_at_1000
value: 45.46991666666666
verified: no, type: map_at_3
value: 40.28783333333333
verified: no, type: map_at_5
value: 42.39458333333334
verified: no, type: mrr_at_1
value: 0
verified: no, type: mrr_at_10
value: 0
verified: no, type: mrr_at_100
value: 0
verified: no, type: mrr_at_1000
value: 0
verified: no, type: mrr_at_3
value: 0
verified: no, type: mrr_at_5
value: 0
verified: no, type: ndcg_at_1
value: 37.79733333333333
verified: no, type: ndcg_at_10
value: 50.50541666666667
verified: no, type: ndcg_at_100
value: 55.59125
verified: no, type: ndcg_at_1000
value: 57.06325
verified: no, type: ndcg_at_3
value: 44.595666666666666
verified: no, type: ndcg_at_5
value: 47.44875
verified: no, type: precision_at_1
value: 37.79733333333333
verified: no, type: precision_at_10
value: 9.044083333333333
verified: no, type: precision_at_100
value: 1.3728333333333336
verified: no, type: precision_at_1000
value: 0.16733333333333333
verified: no, type: precision_at_3
value: 20.842166666666667
verified: no, type: precision_at_5
value: 14.921916666666668
verified: no, type: recall_at_1
value: 31.825333333333326
verified: no, type: recall_at_10
value: 65.11916666666666
verified: no, type: recall_at_100
value: 86.72233333333335
verified: no, type: recall_at_1000
value: 96.44200000000001
verified: no, type: recall_at_3
value: 48.75691666666667
verified: no, type: recall_at_5
value: 56.07841666666666
verified: no, task: type: Retrieval
dataset: type: mteb/climate-fever
name: MTEB ClimateFEVER
config: default
split: test
revision: 47f2ac6acb640fc46020b02a5b59fdda04d39380
metrics: type: map_at_1
value: 14.698
verified: no, type: map_at_10
value: 25.141999999999996
verified: no, type: map_at_100
value: 27.1
verified: no, type: map_at_1000
value: 27.277
verified: no, type: map_at_3
value: 21.162
verified: no, type: map_at_5
value: 23.154
verified: no, type: mrr_at_1
value: 0
verified: no, type: mrr_at_10
value: 0
verified: no, type: mrr_at_100
value: 0
verified: no, type: mrr_at_1000
value: 0
verified: no, type: mrr_at_3
value: 0
verified: no, type: mrr_at_5
value: 0
verified: no, type: ndcg_at_1
value: 32.704
verified: no, type: ndcg_at_10
value: 34.715
verified: no, type: ndcg_at_100
value: 41.839
verified: no, type: ndcg_at_1000
value: 44.82
verified: no, type: ndcg_at_3
value: 28.916999999999998
verified: no, type: ndcg_at_5
value: 30.738
verified: no, type: precision_at_1
value: 32.704
verified: no, type: precision_at_10
value: 10.795
verified: no, type: precision_at_100
value: 1.8530000000000002
verified: no, type: precision_at_1000
value: 0.241
verified: no, type: precision_at_3
value: 21.564
verified: no, type: precision_at_5
value: 16.261
verified: no, type: recall_at_1
value: 14.698
verified: no, type: recall_at_10
value: 41.260999999999996
verified: no, type: recall_at_100
value: 65.351
verified: no, type: recall_at_1000
value: 81.759
verified: no, type: recall_at_3
value: 26.545999999999996
verified: no, type: recall_at_5
value: 32.416
verified: no, task: type: Retrieval
dataset: type: mteb/dbpedia
name: MTEB DBPedia
config: default
split: test
revision: c0f706b76e590d620bd6618b3ca8efdd34e2d659
metrics: type: map_at_1
value: 9.959
verified: no, type: map_at_10
value: 23.104
verified: no, type: map_at_100
value: 33.202
verified: no, type: map_at_1000
value: 35.061
verified: no, type: map_at_3
value: 15.911
verified: no, type: map_at_5
value: 18.796
verified: no, type: mrr_at_1
value: 0
verified: no, type: mrr_at_10
value: 0
verified: no, type: mrr_at_100
value: 0
verified: no, type: mrr_at_1000
value: 0
verified: no, type: mrr_at_3
value: 0
verified: no, type: mrr_at_5
value: 0
verified: no, type: ndcg_at_1
value: 63.5
verified: no, type: ndcg_at_10
value: 48.29
verified: no, type: ndcg_at_100
value: 52.949999999999996
verified: no, type: ndcg_at_1000
value: 60.20100000000001
verified: no, type: ndcg_at_3
value: 52.92
verified: no, type: ndcg_at_5
value: 50.375
verified: no, type: precision_at_1
value: 73.75
verified: no, type: precision_at_10
value: 38.65
verified: no, type: precision_at_100
value: 12.008000000000001
verified: no, type: precision_at_1000
value: 2.409
verified: no, type: precision_at_3
value: 56.083000000000006
verified: no, type: precision_at_5
value: 48.449999999999996
verified: no, type: recall_at_1
value: 9.959
verified: no, type: recall_at_10
value: 28.666999999999998
verified: no, type: recall_at_100
value: 59.319
verified: no, type: recall_at_1000
value: 81.973
verified: no, type: recall_at_3
value: 17.219
verified: no, type: recall_at_5
value: 21.343999999999998
verified: no, task: type: Classification
dataset: type: mteb/emotion
name: MTEB EmotionClassification
config: default
split: test
revision: 4f58c6b202a23cf9a4da393831edf4f9183cad37
metrics: type: accuracy
value: 91.705
verified: no, type: f1
value: 87.98464515154814
verified: no, task: type: Retrieval
dataset: type: mteb/fever
name: MTEB FEVER
config: default
split: test
revision: bea83ef9e8fb933d90a2f1d5515737465d613e12
metrics: type: map_at_1
value: 74.297
verified: no, type: map_at_10
value: 83.931
verified: no, type: map_at_100
value: 84.152
verified: no, type: map_at_1000
value: 84.164
verified: no, type: map_at_3
value: 82.708
verified: no, type: map_at_5
value: 83.536
verified: no, type: mrr_at_1
value: 0
verified: no, type: mrr_at_10
value: 0
verified: no, type: mrr_at_100
value: 0
verified: no, type: mrr_at_1000
value: 0
verified: no, type: mrr_at_3
value: 0
verified: no, type: mrr_at_5
value: 0
verified: no, type: ndcg_at_1
value: 80.048
verified: no, type: ndcg_at_10
value: 87.77000000000001
verified: no, type: ndcg_at_100
value: 88.467
verified: no, type: ndcg_at_1000
value: 88.673
verified: no, type: ndcg_at_3
value: 86.003
verified: no, type: ndcg_at_5
value: 87.115
verified: no, type: precision_at_1
value: 80.048
verified: no, type: precision_at_10
value: 10.711
verified: no, type: precision_at_100
value: 1.1320000000000001
verified: no, type: precision_at_1000
value: 0.117
verified: no, type: precision_at_3
value: 33.248
verified: no, type: precision_at_5
value: 20.744
verified: no, type: recall_at_1
value: 74.297
verified: no, type: recall_at_10
value: 95.402
verified: no, type: recall_at_100
value: 97.97
verified: no, type: recall_at_1000
value: 99.235
verified: no, type: recall_at_3
value: 90.783
verified: no, type: recall_at_5
value: 93.55499999999999
verified: no, task: type: Retrieval
dataset: type: mteb/fiqa
name: MTEB FiQA2018
config: default
split: test
revision: 27a168819829fe9bcd655c2df245fb19452e8e06
metrics: type: map_at_1
value: 32.986
verified: no, type: map_at_10
value: 55.173
verified: no, type: map_at_100
value: 57.077
verified: no, type: map_at_1000
value: 57.176
verified: no, type: map_at_3
value: 48.182
verified: no, type: map_at_5
value: 52.303999999999995
verified: no, type: mrr_at_1
value: 0
verified: no, type: mrr_at_10
value: 0
verified: no, type: mrr_at_100
value: 0
verified: no, type: mrr_at_1000
value: 0
verified: no, type: mrr_at_3
value: 0
verified: no, type: mrr_at_5
value: 0
verified: no, type: ndcg_at_1
value: 62.037
verified: no, type: ndcg_at_10
value: 63.096
verified: no, type: ndcg_at_100
value: 68.42200000000001
verified: no, type: ndcg_at_1000
value: 69.811
verified: no, type: ndcg_at_3
value: 58.702
verified: no, type: ndcg_at_5
value: 60.20100000000001
verified: no, type: precision_at_1
value: 62.037
verified: no, type: precision_at_10
value: 17.269000000000002
verified: no, type: precision_at_100
value: 2.309
verified: no, type: precision_at_1000
value: 0.256
verified: no, type: precision_at_3
value: 38.992
verified: no, type: precision_at_5
value: 28.610999999999997
verified: no, type: recall_at_1
value: 32.986
verified: no, type: recall_at_10
value: 70.61800000000001
verified: no, type: recall_at_100
value: 89.548
verified: no, type: recall_at_1000
value: 97.548
verified: no, type: recall_at_3
value: 53.400000000000006
verified: no, type: recall_at_5
value: 61.29599999999999
verified: no, task: type: Retrieval
dataset: type: mteb/hotpotqa
name: MTEB HotpotQA
config: default
split: test
revision: ab518f4d6fcca38d87c25209f94beba119d02014
metrics: type: map_at_1
value: 41.357
verified: no, type: map_at_10
value: 72.91499999999999
verified: no, type: map_at_100
value: 73.64699999999999
verified: no, type: map_at_1000
value: 73.67899999999999
verified: no, type: map_at_3
value: 69.113
verified: no, type: map_at_5
value: 71.68299999999999
verified: no, type: mrr_at_1
value: 0
verified: no, type: mrr_at_10
value: 0
verified: no, type: mrr_at_100
value: 0
verified: no, type: mrr_at_1000
value: 0
verified: no, type: mrr_at_3
value: 0
verified: no, type: mrr_at_5
value: 0
verified: no, type: ndcg_at_1
value: 82.714
verified: no, type: ndcg_at_10
value: 79.92
verified: no, type: ndcg_at_100
value: 82.232
verified: no, type: ndcg_at_1000
value: 82.816
verified: no, type: ndcg_at_3
value: 74.875
verified: no, type: ndcg_at_5
value: 77.969
verified: no, type: precision_at_1
value: 82.714
verified: no, type: precision_at_10
value: 17.037
verified: no, type: precision_at_100
value: 1.879
verified: no, type: precision_at_1000
value: 0.196
verified: no, type: precision_at_3
value: 49.471
verified: no, type: precision_at_5
value: 32.124
verified: no, type: recall_at_1
value: 41.357
verified: no, type: recall_at_10
value: 85.18599999999999
verified: no, type: recall_at_100
value: 93.964
verified: no, type: recall_at_1000
value: 97.765
verified: no, type: recall_at_3
value: 74.207
verified: no, type: recall_at_5
value: 80.31099999999999
verified: no, task: type: Classification
dataset: type: mteb/imdb
name: MTEB ImdbClassification
config: default
split: test
revision: 3d86128a09e091d6018b6d26cad27f2739fc2db7
metrics: type: accuracy
value: 97.05799999999998
verified: no, type: ap
value: 95.51324940484382
verified: no, type: f1
value: 97.05788617110184
verified: no, task: type: Retrieval
dataset: type: mteb/msmarco
name: MTEB MSMARCO
config: default
split: test
revision: c5a29a104738b98a9e76336939199e264163d4a0
metrics: type: map_at_1
value: 25.608999999999998
verified: no, type: map_at_10
value: 39.098
verified: no, type: map_at_100
value: 0
verified: no, type: map_at_1000
value: 0
verified: no, type: map_at_3
value: 0
verified: no, type: map_at_5
value: 37.383
verified: no, type: mrr_at_1
value: 0
verified: no, type: mrr_at_10
value: 0
verified: no, type: mrr_at_100
value: 0
verified: no, type: mrr_at_1000
value: 0
verified: no, type: mrr_at_3
value: 0
verified: no, type: mrr_at_5
value: 0
verified: no, type: ndcg_at_1
value: 26.404
verified: no, type: ndcg_at_10
value: 46.493
verified: no, type: ndcg_at_100
value: 0
verified: no, type: ndcg_at_1000
value: 0
verified: no, type: ndcg_at_3
value: 0
verified: no, type: ndcg_at_5
value: 42.459
verified: no, type: precision_at_1
value: 26.404
verified: no, type: precision_at_10
value: 7.249
verified: no, type: precision_at_100
value: 0
verified: no, type: precision_at_1000
value: 0
verified: no, type: precision_at_3
value: 0
verified: no, type: precision_at_5
value: 11.874
verified: no, type: recall_at_1
value: 25.608999999999998
verified: no, type: recall_at_10
value: 69.16799999999999
verified: no, type: recall_at_100
value: 0
verified: no, type: recall_at_1000
value: 0
verified: no, type: recall_at_3
value: 0
verified: no, type: recall_at_5
value: 56.962
verified: no, task: type: Classification
dataset: type: mteb/mtop_domain
name: MTEB MTOPDomainClassification (en)
config: en
split: test
revision: d80d48c1eb48d3562165c59d59d0034df9fff0bf
metrics: type: accuracy
value: 96.50706794345645
verified: no, type: f1
value: 96.3983656000426
verified: no, task: type: Classification
dataset: type: mteb/mtop_intent
name: MTEB MTOPIntentClassification (en)
config: en
split: test
revision: ae001d0e6b1228650b7bd1c2c65fb50ad11a8aba
metrics: type: accuracy
value: 89.77428180574556
verified: no, type: f1
value: 70.47378359921777
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: 80.07061197041023
verified: no, type: f1
value: 77.8633288994029
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: 81.74176193678547
verified: no, type: f1
value: 79.8943810025071
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: 39.239199736486334
verified: no, task: type: Clustering
dataset: type: mteb/medrxiv-clustering-s2s
name: MTEB MedrxivClusteringS2S
config: default
split: test
revision: 35191c8c0dca72d8ff3efcd72aa802307d469663
metrics: type: v_measure
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verified: no, task: type: Reranking
dataset: type: mteb/mind_small
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config: default
split: test
revision: 3bdac13927fdc888b903db93b2ffdbd90b295a69
metrics: type: map
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verified: no, type: mrr
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verified: no, task: type: Retrieval
dataset: type: mteb/nfcorpus
name: MTEB NFCorpus
config: default
split: test
revision: ec0fa4fe99da2ff19ca1214b7966684033a58814
metrics: type: map_at_1
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verified: no, type: map_at_10
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verified: no, type: map_at_100
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verified: no, type: map_at_1000
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verified: no, type: map_at_3
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verified: no, type: map_at_5
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verified: no, type: mrr_at_1
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verified: no, type: mrr_at_10
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verified: no, type: mrr_at_100
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verified: no, type: mrr_at_1000
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verified: no, type: mrr_at_3
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verified: no, type: mrr_at_5
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verified: no, type: ndcg_at_1
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verified: no, type: ndcg_at_10
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verified: no, type: ndcg_at_100
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verified: no, type: ndcg_at_1000
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verified: no, type: ndcg_at_3
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verified: no, type: ndcg_at_5
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verified: no, type: precision_at_1
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verified: no, type: precision_at_10
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verified: no, type: precision_at_100
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verified: no, type: precision_at_1000
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verified: no, type: precision_at_3
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verified: no, type: precision_at_5
value: 35.17
verified: no, type: recall_at_1
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verified: no, type: recall_at_10
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verified: no, type: recall_at_100
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verified: no, type: recall_at_1000
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verified: no, type: recall_at_3
value: 12.277000000000001
verified: no, type: recall_at_5
value: 14.734
verified: no, task: type: Retrieval
dataset: type: mteb/nq
name: MTEB NQ
config: default
split: test
revision: b774495ed302d8c44a3a7ea25c90dbce03968f31
metrics: type: map_at_1
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verified: no, type: map_at_10
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verified: no, type: map_at_100
value: 65.005
verified: no, type: map_at_1000
value: 65.01400000000001
verified: no, type: map_at_3
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verified: no, type: map_at_5
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verified: no, type: mrr_at_1
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verified: no, type: mrr_at_10
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verified: no, type: mrr_at_100
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verified: no, type: mrr_at_1000
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verified: no, type: mrr_at_3
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verified: no, type: mrr_at_5
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verified: no, type: ndcg_at_1
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verified: no, type: ndcg_at_10
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verified: no, type: ndcg_at_100
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verified: no, type: ndcg_at_1000
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verified: no, type: ndcg_at_3
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verified: no, type: ndcg_at_5
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verified: no, type: precision_at_1
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verified: no, type: precision_at_10
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verified: no, type: precision_at_100
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verified: no, type: precision_at_1000
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verified: no, type: precision_at_3
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verified: no, type: precision_at_5
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verified: no, type: recall_at_1
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verified: no, type: recall_at_10
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verified: no, type: recall_at_100
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verified: no, type: recall_at_1000
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verified: no, type: recall_at_3
value: 73.851
verified: no, type: recall_at_5
value: 82.126
verified: no, task: type: Retrieval
dataset: type: mteb/quora
name: MTEB QuoraRetrieval
config: default
split: test
revision: e4e08e0b7dbe3c8700f0daef558ff32256715259
metrics: type: map_at_1
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verified: no, type: map_at_10
value: 85.687
verified: no, type: map_at_100
value: 86.304
verified: no, type: map_at_1000
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verified: no, type: map_at_3
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verified: no, type: map_at_5
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verified: no, type: mrr_at_1
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verified: no, type: mrr_at_10
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verified: no, type: mrr_at_100
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verified: no, type: mrr_at_1000
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verified: no, type: mrr_at_3
value: 0
verified: no, type: mrr_at_5
value: 0
verified: no, type: ndcg_at_1
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verified: no, type: ndcg_at_10
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verified: no, type: ndcg_at_100
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verified: no, type: ndcg_at_1000
value: 90.405
verified: no, type: ndcg_at_3
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verified: no, type: ndcg_at_5
value: 88.046
verified: no, type: precision_at_1
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verified: no, type: precision_at_10
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verified: no, type: precision_at_100
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verified: no, type: precision_at_1000
value: 0.157
verified: no, type: precision_at_3
value: 37.95
verified: no, type: precision_at_5
value: 24.932000000000002
verified: no, type: recall_at_1
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verified: no, type: recall_at_10
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verified: no, type: recall_at_100
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verified: no, type: recall_at_1000
value: 99.994
verified: no, type: recall_at_3
value: 88.248
verified: no, type: recall_at_5
value: 92.428
verified: no, task: type: Clustering
dataset: type: mteb/reddit-clustering
name: MTEB RedditClustering
config: default
split: test
revision: 24640382cdbf8abc73003fb0fa6d111a705499eb
metrics: type: v_measure
value: 63.19631707795757
verified: no, task: type: Clustering
dataset: type: mteb/reddit-clustering-p2p
name: MTEB RedditClusteringP2P
config: default
split: test
revision: 385e3cb46b4cfa89021f56c4380204149d0efe33
metrics: type: v_measure
value: 68.01353074322002
verified: no, task: type: Retrieval
dataset: type: mteb/scidocs
name: MTEB SCIDOCS
config: default
split: test
revision: f8c2fcf00f625baaa80f62ec5bd9e1fff3b8ae88
metrics: type: map_at_1
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verified: no, type: map_at_10
value: 11.991999999999999
verified: no, type: map_at_100
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verified: no, type: map_at_1000
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verified: no, type: map_at_3
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verified: no, type: map_at_5
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verified: no, type: mrr_at_1
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verified: no, type: mrr_at_10
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verified: no, type: mrr_at_100
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verified: no, type: mrr_at_1000
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verified: no, type: mrr_at_3
value: 0
verified: no, type: mrr_at_5
value: 0
verified: no, type: ndcg_at_1
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verified: no, type: ndcg_at_10
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verified: no, type: ndcg_at_100
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verified: no, type: ndcg_at_1000
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verified: no, type: ndcg_at_3
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verified: no, type: ndcg_at_5
value: 16.916
verified: no, type: precision_at_1
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verified: no, type: precision_at_10
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verified: no, type: precision_at_100
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verified: no, type: precision_at_1000
value: 0.363
verified: no, type: precision_at_3
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verified: no, type: precision_at_5
value: 14.979999999999999
verified: no, type: recall_at_1
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verified: no, type: recall_at_10
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verified: no, type: recall_at_100
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verified: no, type: recall_at_1000
value: 73.72999999999999
verified: no, type: recall_at_3
value: 10.865
verified: no, type: recall_at_5
value: 15.185
verified: no, task: type: STS
dataset: type: mteb/sickr-sts
name: MTEB SICK-R
config: default
split: test
revision: 20a6d6f312dd54037fe07a32d58e5e168867909d
metrics: type: cos_sim_pearson
value: 84.31392081916142
verified: no, type: cos_sim_spearman
value: 82.80375234068289
verified: no, type: euclidean_pearson
value: 81.4159066418654
verified: no, type: euclidean_spearman
value: 82.80377112831907
verified: no, type: manhattan_pearson
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verified: no, type: manhattan_spearman
value: 82.86696725667119
verified: no, task: type: STS
dataset: type: mteb/sts12-sts
name: MTEB STS12
config: default
split: test
revision: a0d554a64d88156834ff5ae9920b964011b16384
metrics: type: cos_sim_pearson
value: 84.1940844467158
verified: no, type: cos_sim_spearman
value: 76.22474792649982
verified: no, type: euclidean_pearson
value: 79.87714243582901
verified: no, type: euclidean_spearman
value: 76.22462054296349
verified: no, type: manhattan_pearson
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verified: no, type: manhattan_spearman
value: 76.53202564089719
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: 85.58028303401805
verified: no, type: cos_sim_spearman
value: 86.30355131725051
verified: no, type: euclidean_pearson
value: 85.9027489087145
verified: no, type: euclidean_spearman
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verified: no, type: manhattan_pearson
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verified: no, type: manhattan_spearman
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verified: no, task: type: STS
dataset: type: mteb/sts14-sts
name: MTEB STS14
config: default
split: test
revision: 6031580fec1f6af667f0bd2da0a551cf4f0b2375
metrics: type: cos_sim_pearson
value: 82.92370135244734
verified: no, type: cos_sim_spearman
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verified: no, type: euclidean_pearson
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verified: no, type: euclidean_spearman
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verified: no, type: manhattan_pearson
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verified: no, type: manhattan_spearman
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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: 87.05662816919057
verified: no, type: cos_sim_spearman
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verified: no, type: euclidean_pearson
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verified: no, type: euclidean_spearman
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verified: no, type: manhattan_pearson
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verified: no, type: manhattan_spearman
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verified: no, task: type: STS
dataset: type: mteb/sts16-sts
name: MTEB STS16
config: default
split: test
revision: 4d8694f8f0e0100860b497b999b3dbed754a0513
metrics: type: cos_sim_pearson
value: 84.06330254316376
verified: no, type: cos_sim_spearman
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verified: no, type: euclidean_pearson
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verified: no, type: euclidean_spearman
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verified: no, type: manhattan_pearson
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verified: no, type: manhattan_spearman
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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: 88.08627867173213
verified: no, type: cos_sim_spearman
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verified: no, type: euclidean_pearson
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verified: no, type: euclidean_spearman
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verified: no, type: manhattan_pearson
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verified: no, type: manhattan_spearman
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verified: no, task: type: STS
dataset: type: mteb/sts22-crosslingual-sts
name: MTEB STS22 (en)
config: en
split: test
revision: eea2b4fe26a775864c896887d910b76a8098ad3f
metrics: type: cos_sim_pearson
value: 70.74143864859911
verified: no, type: cos_sim_spearman
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verified: no, type: euclidean_pearson
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verified: no, type: euclidean_spearman
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verified: no, type: manhattan_pearson
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verified: no, type: manhattan_spearman
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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: 86.05702492574339
verified: no, type: cos_sim_spearman
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verified: no, type: euclidean_pearson
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verified: no, type: euclidean_spearman
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verified: no, type: manhattan_pearson
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verified: no, type: manhattan_spearman
value: 86.30950247235928
verified: no, task: type: Reranking
dataset: type: mteb/scidocs-reranking
name: MTEB SciDocsRR
config: default
split: test
revision: d3c5e1fc0b855ab6097bf1cda04dd73947d7caab
metrics: type: map
value: 87.26225076335467
verified: no, type: mrr
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verified: no, task: type: Retrieval
dataset: type: mteb/scifact
name: MTEB SciFact
config: default
split: test
revision: 0228b52cf27578f30900b9e5271d331663a030d7
metrics: type: map_at_1
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verified: no, type: map_at_10
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verified: no, type: map_at_100
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verified: no, type: map_at_1000
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verified: no, type: map_at_3
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verified: no, type: map_at_5
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verified: no, type: mrr_at_1
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verified: no, type: mrr_at_10
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verified: no, type: mrr_at_100
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verified: no, type: mrr_at_1000
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verified: no, type: mrr_at_3
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verified: no, type: mrr_at_5
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verified: no, type: ndcg_at_1
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verified: no, type: ndcg_at_10
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verified: no, type: ndcg_at_100
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verified: no, type: ndcg_at_1000
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verified: no, type: ndcg_at_3
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verified: no, type: ndcg_at_5
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verified: no, type: precision_at_1
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verified: no, type: precision_at_10
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verified: no, type: precision_at_100
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verified: no, type: precision_at_1000
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verified: no, type: precision_at_3
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verified: no, type: precision_at_5
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verified: no, type: recall_at_1
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verified: no, type: recall_at_10
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verified: no, type: recall_at_100
value: 97.667
verified: no, type: recall_at_1000
value: 99.667
verified: no, type: recall_at_3
value: 78.278
verified: no, type: recall_at_5
value: 84.828
verified: no, task: type: PairClassification
dataset: type: mteb/sprintduplicatequestions-pairclassification
name: MTEB SprintDuplicateQuestions
config: default
split: test
revision: d66bd1f72af766a5cc4b0ca5e00c162f89e8cc46
metrics: type: cos_sim_accuracy
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verified: no, type: cos_sim_ap
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verified: no, type: cos_sim_f1
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verified: no, type: cos_sim_precision
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verified: no, type: cos_sim_recall
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verified: no, type: dot_accuracy
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verified: no, type: dot_ap
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verified: no, type: dot_f1
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verified: no, type: dot_precision
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verified: no, type: dot_recall
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verified: no, type: euclidean_accuracy
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verified: no, type: euclidean_ap
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verified: no, type: euclidean_f1
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verified: no, type: euclidean_precision
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verified: no, type: euclidean_recall
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verified: no, type: manhattan_accuracy
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verified: no, type: manhattan_ap
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verified: no, type: manhattan_f1
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verified: no, type: manhattan_precision
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verified: no, type: manhattan_recall
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verified: no, type: max_accuracy
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verified: no, type: max_ap
value: 96.07286531485964
verified: no, type: max_f1
value: 91.34912461380021
verified: no, task: type: Clustering
dataset: type: mteb/stackexchange-clustering
name: MTEB StackExchangeClustering
config: default
split: test
revision: 6cbc1f7b2bc0622f2e39d2c77fa502909748c259
metrics: type: v_measure
value: 74.98877944689897
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: 42.0365286267706
verified: no, task: type: Reranking
dataset: type: mteb/stackoverflowdupquestions-reranking
name: MTEB StackOverflowDupQuestions
config: default
split: test
revision: e185fbe320c72810689fc5848eb6114e1ef5ec69
metrics: type: map
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verified: no, type: mrr
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verified: no, task: type: Summarization
dataset: type: mteb/summeval
name: MTEB SummEval
config: default
split: test
revision: cda12ad7615edc362dbf25a00fdd61d3b1eaf93c
metrics: type: cos_sim_pearson
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verified: no, type: cos_sim_spearman
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verified: no, type: dot_pearson
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verified: no, type: dot_spearman
value: 31.198648165051225
verified: no, task: type: Retrieval
dataset: type: mteb/trec-covid
name: MTEB TRECCOVID
config: default
split: test
revision: bb9466bac8153a0349341eb1b22e06409e78ef4e
metrics: type: map_at_1
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verified: no, type: map_at_10
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verified: no, type: map_at_100
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verified: no, type: map_at_1000
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verified: no, type: map_at_3
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verified: no, type: map_at_5
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verified: no, type: mrr_at_1
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verified: no, type: mrr_at_10
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verified: no, type: mrr_at_100
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verified: no, type: mrr_at_1000
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verified: no, type: mrr_at_3
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verified: no, type: mrr_at_5
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verified: no, type: ndcg_at_1
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verified: no, type: ndcg_at_10
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verified: no, type: ndcg_at_100
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verified: no, type: ndcg_at_1000
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verified: no, type: ndcg_at_3
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verified: no, type: ndcg_at_5
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verified: no, type: precision_at_1
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verified: no, type: precision_at_10
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verified: no, type: precision_at_100
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verified: no, type: precision_at_1000
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verified: no, type: precision_at_3
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verified: no, type: precision_at_5
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verified: no, type: recall_at_1
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verified: no, type: recall_at_10
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verified: no, type: recall_at_100
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verified: no, type: recall_at_1000
value: 56.396
verified: no, type: recall_at_3
value: 0.734
verified: no, type: recall_at_5
value: 1.213
verified: no, task: type: Retrieval
dataset: type: mteb/touche2020
name: MTEB Touche2020
config: default
split: test
revision: a34f9a33db75fa0cbb21bb5cfc3dae8dc8bec93f
metrics: type: map_at_1
value: 2.4819999999999998
verified: no, type: map_at_10
value: 10.985
verified: no, type: map_at_100
value: 17.943
verified: no, type: map_at_1000
value: 19.591
verified: no, type: map_at_3
value: 5.86
verified: no, type: map_at_5
value: 8.397
verified: no, type: mrr_at_1
value: 0
verified: no, type: mrr_at_10
value: 0
verified: no, type: mrr_at_100
value: 0
verified: no, type: mrr_at_1000
value: 0
verified: no, type: mrr_at_3
value: 0
verified: no, type: mrr_at_5
value: 0
verified: no, type: ndcg_at_1
value: 37.755
verified: no, type: ndcg_at_10
value: 28.383000000000003
verified: no, type: ndcg_at_100
value: 40.603
verified: no, type: ndcg_at_1000
value: 51.469
verified: no, type: ndcg_at_3
value: 32.562000000000005
verified: no, type: ndcg_at_5
value: 31.532
verified: no, type: precision_at_1
value: 38.775999999999996
verified: no, type: precision_at_10
value: 24.898
verified: no, type: precision_at_100
value: 8.429
verified: no, type: precision_at_1000
value: 1.582
verified: no, type: precision_at_3
value: 31.973000000000003
verified: no, type: precision_at_5
value: 31.019999999999996
verified: no, type: recall_at_1
value: 2.4819999999999998
verified: no, type: recall_at_10
value: 17.079
verified: no, type: recall_at_100
value: 51.406
verified: no, type: recall_at_1000
value: 84.456
verified: no, type: recall_at_3
value: 6.802
verified: no, type: recall_at_5
value: 10.856
verified: no, task: type: Classification
dataset: type: mteb/toxic_conversations_50k
name: MTEB ToxicConversationsClassification
config: default
split: test
revision: edfaf9da55d3dd50d43143d90c1ac476895ae6de
metrics: type: accuracy
value: 92.5984
verified: no, type: ap
value: 41.969971606260906
verified: no, type: f1
value: 78.95995145145926
verified: no, task: type: Classification
dataset: type: mteb/tweet_sentiment_extraction
name: MTEB TweetSentimentExtractionClassification
config: default
split: test
revision: d604517c81ca91fe16a244d1248fc021f9ecee7a
metrics: type: accuracy
value: 80.63950198075835
verified: no, type: f1
value: 80.93345710055597
verified: no, task: type: Clustering
dataset: type: mteb/twentynewsgroups-clustering
name: MTEB TwentyNewsgroupsClustering
config: default
split: test
revision: 6125ec4e24fa026cec8a478383ee943acfbd5449
metrics: type: v_measure
value: 60.13491858535076
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: 87.42325803182929
verified: no, type: cos_sim_ap
value: 78.72789856051176
verified: no, type: cos_sim_f1
value: 71.83879093198993
verified: no, type: cos_sim_precision
value: 68.72289156626506
verified: no, type: cos_sim_recall
value: 75.25065963060686
verified: no, type: dot_accuracy
value: 87.42325803182929
verified: no, type: dot_ap
value: 78.72789755269454
verified: no, type: dot_f1
value: 71.83879093198993
verified: no, type: dot_precision
value: 68.72289156626506
verified: no, type: dot_recall
value: 75.25065963060686
verified: no, type: euclidean_accuracy
value: 87.42325803182929
verified: no, type: euclidean_ap
value: 78.7278973892869
verified: no, type: euclidean_f1
value: 71.83879093198993
verified: no, type: euclidean_precision
value: 68.72289156626506
verified: no, type: euclidean_recall
value: 75.25065963060686
verified: no, type: manhattan_accuracy
value: 87.59015318590929
verified: no, type: manhattan_ap
value: 78.99631410090865
verified: no, type: manhattan_f1
value: 72.11323565929972
verified: no, type: manhattan_precision
value: 68.10506566604127
verified: no, type: manhattan_recall
value: 76.62269129287598
verified: no, type: max_accuracy
value: 87.59015318590929
verified: no, type: max_ap
value: 78.99631410090865
verified: no, type: max_f1
value: 72.11323565929972
verified: no, task: type: PairClassification
dataset: type: mteb/twitterurlcorpus-pairclassification
name: MTEB TwitterURLCorpus
config: default
split: test
revision: 8b6510b0b1fa4e4c4f879467980e9be563ec1cdf
metrics: type: cos_sim_accuracy
value: 89.15473279776458
verified: no, type: cos_sim_ap
value: 86.05463278065247
verified: no, type: cos_sim_f1
value: 78.63797449855686
verified: no, type: cos_sim_precision
value: 74.82444552596816
verified: no, type: cos_sim_recall
value: 82.86110255620572
verified: no, type: dot_accuracy
value: 89.15473279776458
verified: no, type: dot_ap
value: 86.05463366261054
verified: no, type: dot_f1
value: 78.63797449855686
verified: no, type: dot_precision
value: 74.82444552596816
verified: no, type: dot_recall
value: 82.86110255620572
verified: no, type: euclidean_accuracy
value: 89.15473279776458
verified: no, type: euclidean_ap
value: 86.05463195314907
verified: no, type: euclidean_f1
value: 78.63797449855686
verified: no, type: euclidean_precision
value: 74.82444552596816
verified: no, type: euclidean_recall
value: 82.86110255620572
verified: no, type: manhattan_accuracy
value: 89.15861373074087
verified: no, type: manhattan_ap
value: 86.08743411620402
verified: no, type: manhattan_f1
value: 78.70125023325248
verified: no, type: manhattan_precision
value: 76.36706018686174
verified: no, type: manhattan_recall
value: 81.18263012011087
verified: no, type: max_accuracy
value: 89.15861373074087
verified: no, type: max_ap
value: 86.08743411620402
verified: no, type: max_f1
value: 78.70125023325248
verified: no
language: en
license: cc-by-nc-4.0
Likes: 426 | All-time downloads: 749466
Created: 2024-05-23 01:20:16