Model: openbmb/MiniCPM-Embedding-Light
Author: openbmb
Pipeline: feature-extraction
Library: transformers
Tags: transformers, safetensors, minicpm, feature-extraction, mteb, sentence-transformers, custom_code, arxiv:2202.08904, model-index, region:us
Card metadata: model-index: name: no_model_name_available
results: dataset: config: default
name: MTEB AFQMC (default)
revision: b44c3b011063adb25877c13823db83bb193913c4
split: validation
type: C-MTEB/AFQMC
metrics: type: cosine_pearson
value: 31.60219205269865
verified: no, type: cosine_spearman
value: 32.26566089398552
verified: no, type: euclidean_pearson
value: 31.38659295608159
verified: no, type: euclidean_spearman
value: 32.265680997074284
verified: no, type: main_score
value: 32.26566089398552
verified: no, type: manhattan_pearson
value: 31.012318343485934
verified: no, type: manhattan_spearman
value: 31.881347232593882
verified: no, type: pearson
value: 31.60219205269865
verified: no, type: spearman
value: 32.26566089398552
verified: no
task: type: STS, dataset: config: default
name: MTEB ATEC (default)
revision: 0f319b1142f28d00e055a6770f3f726ae9b7d865
split: test
type: C-MTEB/ATEC
metrics: type: cosine_pearson
value: 40.89963324512739
verified: no, type: cosine_spearman
value: 40.342262626966686
verified: no, type: euclidean_pearson
value: 43.26579075620696
verified: no, type: euclidean_spearman
value: 40.34226375259283
verified: no, type: main_score
value: 40.342262626966686
verified: no, type: manhattan_pearson
value: 43.09428997760782
verified: no, type: manhattan_spearman
value: 40.132604575720485
verified: no, type: pearson
value: 40.89963324512739
verified: no, type: spearman
value: 40.342262626966686
verified: no
task: type: STS, dataset: config: default
name: MTEB ATEC (default)
revision: 0f319b1142f28d00e055a6770f3f726ae9b7d865
split: validation
type: C-MTEB/ATEC
metrics: type: cosine_pearson
value: 40.97674579633659
verified: no, type: cosine_spearman
value: 41.15073385665892
verified: no, type: euclidean_pearson
value: 43.12674145119401
verified: no, type: euclidean_spearman
value: 41.15073497290901
verified: no, type: main_score
value: 41.15073385665892
verified: no, type: manhattan_pearson
value: 43.016332350517416
verified: no, type: manhattan_spearman
value: 40.99128368771293
verified: no, type: pearson
value: 40.97674579633659
verified: no, type: spearman
value: 41.15073385665892
verified: no
task: type: STS, dataset: config: en
name: MTEB AmazonCounterfactualClassification (en)
revision: e8379541af4e31359cca9fbcf4b00f2671dba205
split: test
type: mteb/amazon_counterfactual
metrics: type: accuracy
value: 74.1492537313433
verified: no, type: ap
value: 36.58820102143676
verified: no, type: ap_weighted
value: 36.58820102143676
verified: no, type: f1
value: 67.93641050300623
verified: no, type: f1_weighted
value: 76.47946936836382
verified: no, type: main_score
value: 74.1492537313433
verified: no
task: type: Classification, dataset: config: default
name: MTEB AmazonPolarityClassification (default)
revision: e2d317d38cd51312af73b3d32a06d1a08b442046
split: test
type: mteb/amazon_polarity
metrics: type: accuracy
value: 92.57937499999998
verified: no, type: ap
value: 89.09881932276382
verified: no, type: ap_weighted
value: 89.09881932276382
verified: no, type: f1
value: 92.57389464257594
verified: no, type: f1_weighted
value: 92.57389464257594
verified: no, type: main_score
value: 92.57937499999998
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: 47.95399999999999
verified: no, type: f1
value: 45.23480325168402
verified: no, type: f1_weighted
value: 45.23480325168403
verified: no, type: main_score
value: 47.95399999999999
verified: no
task: type: Classification, dataset: config: zh
name: MTEB AmazonReviewsClassification (zh)
revision: 1399c76144fd37290681b995c656ef9b2e06e26d
split: test
type: mteb/amazon_reviews_multi
metrics: type: accuracy
value: 43.916000000000004
verified: no, type: f1
value: 40.79038102586015
verified: no, type: f1_weighted
value: 40.79038102586015
verified: no, type: main_score
value: 43.916000000000004
verified: no
task: type: Classification, dataset: config: en
name: MTEB AmazonReviewsClassification (en)
revision: 1399c76144fd37290681b995c656ef9b2e06e26d
split: validation
type: mteb/amazon_reviews_multi
metrics: type: accuracy
value: 47.716
verified: no, type: f1
value: 44.97469896514136
verified: no, type: f1_weighted
value: 44.97469896514136
verified: no, type: main_score
value: 47.716
verified: no
task: type: Classification, dataset: config: zh
name: MTEB AmazonReviewsClassification (zh)
revision: 1399c76144fd37290681b995c656ef9b2e06e26d
split: validation
type: mteb/amazon_reviews_multi
metrics: type: accuracy
value: 43.016000000000005
verified: no, type: f1
value: 39.88062282479835
verified: no, type: f1_weighted
value: 39.88062282479835
verified: no, type: main_score
value: 43.016000000000005
verified: no
task: type: Classification, dataset: config: default
name: MTEB ArguAna (default)
revision: c22ab2a51041ffd869aaddef7af8d8215647e41a
split: test
type: mteb/arguana
metrics: type: main_score
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verified: no, type: map_at_1
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verified: no, type: map_at_10
value: 46.951
verified: no, type: map_at_100
value: 47.788000000000004
verified: no, type: map_at_1000
value: 47.794
verified: no, type: map_at_20
value: 47.656
verified: no, type: map_at_3
value: 41.69
verified: no, type: map_at_5
value: 44.795
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
value: 48.00003421265431
verified: no, type: mrr_at_1000
value: 48.006517491673485
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value: 47.86823495425013
verified: no, type: mrr_at_3
value: 41.90374585111427
verified: no, type: mrr_at_5
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verified: no, type: nauc_map_at_1000_diff1
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verified: no, type: nauc_recall_at_5_std
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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_20
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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_20
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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_20
value: 94.452
verified: no, type: recall_at_3
value: 55.477
verified: no, type: recall_at_5
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verified: no
task: type: Retrieval, dataset: config: default
name: MTEB ArxivClusteringP2P (default)
revision: a122ad7f3f0291bf49cc6f4d32aa80929df69d5d
split: test
type: mteb/arxiv-clustering-p2p
metrics: type: main_score
value: 48.31683216128774
verified: no, type: v_measure
value: 48.31683216128774
verified: no, type: v_measure_std
value: 13.795207109799703
verified: no
task: type: Clustering, dataset: config: default
name: MTEB ArxivClusteringS2S (default)
revision: f910caf1a6075f7329cdf8c1a6135696f37dbd53
split: test
type: mteb/arxiv-clustering-s2s
metrics: type: main_score
value: 40.2951016935384
verified: no, type: v_measure
value: 40.2951016935384
verified: no, type: v_measure_std
value: 14.193710444297869
verified: no
task: type: Clustering, dataset: config: default
name: MTEB AskUbuntuDupQuestions (default)
revision: 2000358ca161889fa9c082cb41daa8dcfb161a54
split: test
type: mteb/askubuntudupquestions-reranking
metrics: type: main_score
value: 60.45095169935259
verified: no, type: map
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verified: no, type: mrr
value: 73.43567251461988
verified: no, type: nAUC_map_diff1
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verified: no, type: nAUC_map_max
value: 24.301239659848346
verified: no, type: nAUC_map_std
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verified: no, type: nAUC_mrr_diff1
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verified: no, type: nAUC_mrr_max
value: 34.90261214387396
verified: no, type: nAUC_mrr_std
value: 20.350034497982126
verified: no
task: type: Reranking, dataset: config: default
name: MTEB BIOSSES (default)
revision: d3fb88f8f02e40887cd149695127462bbcf29b4a
split: test
type: mteb/biosses-sts
metrics: type: cosine_pearson
value: 90.16604991710759
verified: no, type: cosine_spearman
value: 88.4670760233051
verified: no, type: euclidean_pearson
value: 89.02378164860428
verified: no, type: euclidean_spearman
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verified: no, type: main_score
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verified: no, type: manhattan_pearson
value: 88.8866912507422
verified: no, type: manhattan_spearman
value: 88.2755053931781
verified: no, type: pearson
value: 90.16604991710759
verified: no, type: spearman
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verified: no
task: type: STS, dataset: config: default
name: MTEB BQ (default)
revision: e3dda5e115e487b39ec7e618c0c6a29137052a55
split: test
type: C-MTEB/BQ
metrics: type: cosine_pearson
value: 49.45233904713201
verified: no, type: cosine_spearman
value: 49.77342815602789
verified: no, type: euclidean_pearson
value: 49.13579036236359
verified: no, type: euclidean_spearman
value: 49.77342122767529
verified: no, type: main_score
value: 49.77342815602789
verified: no, type: manhattan_pearson
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verified: no, type: manhattan_spearman
value: 49.702538779772226
verified: no, type: pearson
value: 49.45233904713201
verified: no, type: spearman
value: 49.77342815602789
verified: no
task: type: STS, dataset: config: default
name: MTEB BQ (default)
revision: e3dda5e115e487b39ec7e618c0c6a29137052a55
split: validation
type: C-MTEB/BQ
metrics: type: cosine_pearson
value: 53.43473222697715
verified: no, type: cosine_spearman
value: 54.24325202324013
verified: no, type: euclidean_pearson
value: 53.4053341221681
verified: no, type: euclidean_spearman
value: 54.2432485591385
verified: no, type: main_score
value: 54.24325202324013
verified: no, type: manhattan_pearson
value: 53.31602762068146
verified: no, type: manhattan_spearman
value: 54.180811590825925
verified: no, type: pearson
value: 53.43473222697715
verified: no, type: spearman
value: 54.24325202324013
verified: no
task: type: STS, dataset: config: default
name: MTEB Banking77Classification (default)
revision: 0fd18e25b25c072e09e0d92ab615fda904d66300
split: test
type: mteb/banking77
metrics: type: accuracy
value: 82.11038961038962
verified: no, type: f1
value: 81.50275371635729
verified: no, type: f1_weighted
value: 81.50275371635732
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revision: cd540c506dae1cf9e9a59c3e06f42030d54e7301
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verified: no, type: recall_at_3
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verified: no, type: recall_at_5
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verified: no
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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
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verified: no, type: recall_at_5
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verified: no
task: type: Retrieval, dataset: config: en
name: MTEB MTOPDomainClassification (en)
revision: d80d48c1eb48d3562165c59d59d0034df9fff0bf
split: test
type: mteb/mtop_domain
metrics: type: accuracy
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verified: no, type: f1
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verified: no, type: f1_weighted
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task: type: Classification, dataset: config: en
name: MTEB MTOPIntentClassification (en)
revision: ae001d0e6b1228650b7bd1c2c65fb50ad11a8aba
split: test
type: mteb/mtop_intent
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verified: no, type: f1
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verified: no, type: f1_weighted
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verified: no, type: main_score
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verified: no
task: type: Classification, dataset: config: en
name: MTEB MassiveIntentClassification (en)
revision: 4672e20407010da34463acc759c162ca9734bca6
split: test
type: mteb/amazon_massive_intent
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verified: no, type: f1
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verified: no
task: type: Classification, dataset: config: zh-CN
name: MTEB MassiveIntentClassification (zh-CN)
revision: 4672e20407010da34463acc759c162ca9734bca6
split: test
type: mteb/amazon_massive_intent
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verified: no, type: main_score
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verified: no
task: type: Classification, dataset: config: en
name: MTEB MassiveIntentClassification (en)
revision: 4672e20407010da34463acc759c162ca9734bca6
split: validation
type: mteb/amazon_massive_intent
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verified: no, type: main_score
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verified: no
task: type: Classification, dataset: config: zh-CN
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revision: 4672e20407010da34463acc759c162ca9734bca6
split: validation
type: mteb/amazon_massive_intent
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task: type: Classification, dataset: config: en
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revision: fad2c6e8459f9e1c45d9315f4953d921437d70f8
split: test
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verified: no, type: f1_weighted
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verified: no
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revision: fad2c6e8459f9e1c45d9315f4953d921437d70f8
split: test
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revision: fad2c6e8459f9e1c45d9315f4953d921437d70f8
split: validation
type: mteb/amazon_massive_scenario
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task: type: Classification, dataset: config: default
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revision: 2039188fb5800a9803ba5048df7b76e6fb151fc6
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type: C-MTEB/MedicalRetrieval
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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: recall_at_1000
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verified: no, type: recall_at_5
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task: type: Retrieval, dataset: config: default
name: MTEB NQ (default)
revision: b774495ed302d8c44a3a7ea25c90dbce03968f31
split: test
type: mteb/nq
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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: precision_at_100
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verified: no, type: precision_at_1000
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verified: no, type: precision_at_20
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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_20
value: 90.276
verified: no, type: recall_at_3
value: 65.892
verified: no, type: recall_at_5
value: 75.847
verified: no
task: type: Retrieval, dataset: config: default
name: MTEB Ocnli (default)
revision: 66e76a618a34d6d565d5538088562851e6daa7ec
split: validation
type: C-MTEB/OCNLI
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verified: no, type: cosine_accuracy_threshold
value: 70.3215479850769
verified: no, type: cosine_ap
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verified: no, type: cosine_f1
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verified: no, type: cosine_f1_threshold
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verified: no, type: cosine_precision
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verified: no, type: cosine_recall
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verified: no, type: dot_accuracy
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verified: no, type: dot_accuracy_threshold
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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_f1_threshold
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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
value: 57.715213860314016
verified: no, type: euclidean_accuracy_threshold
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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_f1_threshold
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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: main_score
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verified: no, type: manhattan_accuracy
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verified: no, type: manhattan_accuracy_threshold
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verified: no, type: manhattan_ap
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verified: no, type: manhattan_f1_threshold
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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
value: 57.877639415268
verified: no, type: max_ap
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verified: no, type: max_f1
value: 67.84172661870504
verified: no, type: max_precision
value: 51.44571740316422
verified: no, type: max_recall
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verified: no, type: similarity_accuracy
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verified: no, type: similarity_ap
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verified: no, type: similarity_precision
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verified: no, type: similarity_recall
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verified: no
task: type: PairClassification, dataset: config: default
name: MTEB OnlineShopping (default)
revision: e610f2ebd179a8fda30ae534c3878750a96db120
split: test
type: C-MTEB/OnlineShopping-classification
metrics: type: accuracy
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value: 91.00427236651306
verified: no, type: ap_weighted
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verified: no, type: f1
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verified: no, type: f1_weighted
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verified: no, type: main_score
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verified: no
task: type: Classification, dataset: config: default
name: MTEB PAWSX (default)
revision: 9c6a90e430ac22b5779fb019a23e820b11a8b5e1
split: test
type: C-MTEB/PAWSX
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verified: no, type: euclidean_pearson
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verified: no, type: main_score
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verified: no, type: spearman
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task: type: STS, dataset: config: default
name: MTEB QBQTC (default)
revision: 790b0510dc52b1553e8c49f3d2afb48c0e5c48b7
split: test
type: C-MTEB/QBQTC
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verified: no, type: euclidean_pearson
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verified: no, type: main_score
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verified: no, type: spearman
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name: MTEB QuoraRetrieval (default)
revision: e4e08e0b7dbe3c8700f0daef558ff32256715259
split: test
type: mteb/quora
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name: MTEB RedditClustering (default)
revision: 24640382cdbf8abc73003fb0fa6d111a705499eb
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type: mteb/reddit-clustering
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revision: 385e3cb46b4cfa89021f56c4380204149d0efe33
split: test
type: mteb/reddit-clustering-p2p
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task: type: Clustering, dataset: config: default
name: MTEB SCIDOCS (default)
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type: mteb/scidocs
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task: type: Retrieval, dataset: config: default
name: MTEB SICK-R (default)
revision: 20a6d6f312dd54037fe07a32d58e5e168867909d
split: test
type: mteb/sickr-sts
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task: type: STS, dataset: config: default
name: MTEB STS12 (default)
revision: a0d554a64d88156834ff5ae9920b964011b16384
split: test
type: mteb/sts12-sts
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name: MTEB STS13 (default)
revision: 7e90230a92c190f1bf69ae9002b8cea547a64cca
split: test
type: mteb/sts13-sts
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value: 75.65482017135808
verified: no, type: manhattan_pearson
value: 75.11839624254772
verified: no, type: manhattan_spearman
value: 75.52002809163668
verified: no, type: pearson
value: 73.46830128106028
verified: no, type: spearman
value: 75.65482017135808
verified: no
task: type: STS, dataset: config: default
name: MTEB STS14 (default)
revision: 6031580fec1f6af667f0bd2da0a551cf4f0b2375
split: test
type: mteb/sts14-sts
metrics: type: cosine_pearson
value: 71.49707687668383
verified: no, type: cosine_spearman
value: 68.16858223090989
verified: no, type: euclidean_pearson
value: 71.22162204420484
verified: no, type: euclidean_spearman
value: 68.16860152985392
verified: no, type: main_score
value: 68.16858223090989
verified: no, type: manhattan_pearson
value: 70.91495914707767
verified: no, type: manhattan_spearman
value: 67.98861350196948
verified: no, type: pearson
value: 71.49707687668383
verified: no, type: spearman
value: 68.16858223090989
verified: no
task: type: STS, dataset: config: default
name: MTEB STS15 (default)
revision: ae752c7c21bf194d8b67fd573edf7ae58183cbe3
split: test
type: mteb/sts15-sts
metrics: type: cosine_pearson
value: 76.4178409313179
verified: no, type: cosine_spearman
value: 78.88504631843803
verified: no, type: euclidean_pearson
value: 78.71618727706142
verified: no, type: euclidean_spearman
value: 78.88501053846501
verified: no, type: main_score
value: 78.88504631843803
verified: no, type: manhattan_pearson
value: 78.89331900480339
verified: no, type: manhattan_spearman
value: 79.04826734191282
verified: no, type: pearson
value: 76.4178409313179
verified: no, type: spearman
value: 78.88504631843803
verified: no
task: type: STS, dataset: config: default
name: MTEB STS16 (default)
revision: 4d8694f8f0e0100860b497b999b3dbed754a0513
split: test
type: mteb/sts16-sts
metrics: type: cosine_pearson
value: 77.55495044464278
verified: no, type: cosine_spearman
value: 80.3363642808641
verified: no, type: euclidean_pearson
value: 79.96424489786347
verified: no, type: euclidean_spearman
value: 80.3363642808641
verified: no, type: main_score
value: 80.3363642808641
verified: no, type: manhattan_pearson
value: 80.05244658476923
verified: no, type: manhattan_spearman
value: 80.42606943747235
verified: no, type: pearson
value: 77.55495044464278
verified: no, type: spearman
value: 80.3363642808641
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: cosine_pearson
value: 79.38935754316142
verified: no, type: cosine_spearman
value: 85.46849738990943
verified: no, type: euclidean_pearson
value: 83.64718180060812
verified: no, type: euclidean_spearman
value: 85.46849738990943
verified: no, type: main_score
value: 85.46849738990943
verified: no, type: manhattan_pearson
value: 83.67702948761875
verified: no, type: manhattan_spearman
value: 85.34710495908027
verified: no, type: pearson
value: 79.38935754316142
verified: no, type: spearman
value: 85.46849738990943
verified: no
task: type: STS, dataset: config: zh-en
name: MTEB STS22 (zh-en)
revision: de9d86b3b84231dc21f76c7b7af1f28e2f57f6e3
split: test
type: mteb/sts22-crosslingual-sts
metrics: type: cosine_pearson
value: 73.89485634957391
verified: no, type: cosine_spearman
value: 73.90825698961848
verified: no, type: euclidean_pearson
value: 75.25124910546262
verified: no, type: euclidean_spearman
value: 73.90825698961848
verified: no, type: main_score
value: 73.90825698961848
verified: no, type: manhattan_pearson
value: 75.11860084263171
verified: no, type: manhattan_spearman
value: 73.69593141677598
verified: no, type: pearson
value: 73.89485634957391
verified: no, type: spearman
value: 73.90825698961848
verified: no
task: type: STS, dataset: config: en
name: MTEB STS22 (en)
revision: de9d86b3b84231dc21f76c7b7af1f28e2f57f6e3
split: test
type: mteb/sts22-crosslingual-sts
metrics: type: cosine_pearson
value: 67.81059898950983
verified: no, type: cosine_spearman
value: 68.30115315444206
verified: no, type: euclidean_pearson
value: 69.27103790429173
verified: no, type: euclidean_spearman
value: 68.30115315444206
verified: no, type: main_score
value: 68.30115315444206
verified: no, type: manhattan_pearson
value: 69.46849620900602
verified: no, type: manhattan_spearman
value: 68.45651992521948
verified: no, type: pearson
value: 67.81059898950983
verified: no, type: spearman
value: 68.30115315444206
verified: no
task: type: STS, dataset: config: zh
name: MTEB STS22 (zh)
revision: de9d86b3b84231dc21f76c7b7af1f28e2f57f6e3
split: test
type: mteb/sts22-crosslingual-sts
metrics: type: cosine_pearson
value: 74.44033998959976
verified: no, type: cosine_spearman
value: 73.58772060484971
verified: no, type: euclidean_pearson
value: 73.06488074477468
verified: no, type: euclidean_spearman
value: 73.58772060484971
verified: no, type: main_score
value: 73.58772060484971
verified: no, type: manhattan_pearson
value: 73.00608049548906
verified: no, type: manhattan_spearman
value: 73.55105762622729
verified: no, type: pearson
value: 74.44033998959976
verified: no, type: spearman
value: 73.58772060484971
verified: no
task: type: STS, dataset: config: default
name: MTEB STSB (default)
revision: 0cde68302b3541bb8b3c340dc0644b0b745b3dc0
split: test
type: C-MTEB/STSB
metrics: type: cosine_pearson
value: 68.09021885283748
verified: no, type: cosine_spearman
value: 69.45189378034146
verified: no, type: euclidean_pearson
value: 69.51961611366887
verified: no, type: euclidean_spearman
value: 69.45189378034146
verified: no, type: main_score
value: 69.45189378034146
verified: no, type: manhattan_pearson
value: 69.30192429794056
verified: no, type: manhattan_spearman
value: 69.22518486689475
verified: no, type: pearson
value: 68.09021885283748
verified: no, type: spearman
value: 69.45189378034146
verified: no
task: type: STS, dataset: config: default
name: MTEB STSB (default)
revision: 0cde68302b3541bb8b3c340dc0644b0b745b3dc0
split: validation
type: C-MTEB/STSB
metrics: type: cosine_pearson
value: 69.85149506856348
verified: no, type: cosine_spearman
value: 72.05319943168429
verified: no, type: euclidean_pearson
value: 72.41468551288946
verified: no, type: euclidean_spearman
value: 72.05319943168429
verified: no, type: main_score
value: 72.05319943168429
verified: no, type: manhattan_pearson
value: 72.08871687183135
verified: no, type: manhattan_spearman
value: 71.63960073768047
verified: no, type: pearson
value: 69.85149506856348
verified: no, type: spearman
value: 72.05319943168429
verified: no
task: type: STS, dataset: config: default
name: MTEB STSBenchmark (default)
revision: b0fddb56ed78048fa8b90373c8a3cfc37b684831
split: test
type: mteb/stsbenchmark-sts
metrics: type: cosine_pearson
value: 71.64554885631986
verified: no, type: cosine_spearman
value: 74.23136916844818
verified: no, type: euclidean_pearson
value: 74.06782419242319
verified: no, type: euclidean_spearman
value: 74.23136916844818
verified: no, type: main_score
value: 74.23136916844818
verified: no, type: manhattan_pearson
value: 74.0008422515175
verified: no, type: manhattan_spearman
value: 74.10730250032161
verified: no, type: pearson
value: 71.64554885631986
verified: no, type: spearman
value: 74.23136916844818
verified: no
task: type: STS, dataset: config: default
name: MTEB SciDocsRR (default)
revision: d3c5e1fc0b855ab6097bf1cda04dd73947d7caab
split: test
type: mteb/scidocs-reranking
metrics: type: main_score
value: 84.06925933025143
verified: no, type: map
value: 84.06925933025143
verified: no, type: mrr
value: 95.48704382037715
verified: no, type: nAUC_map_diff1
value: -1.2531960147273353
verified: no, type: nAUC_map_max
value: 53.63794852890932
verified: no, type: nAUC_map_std
value: 66.72236818008908
verified: no, type: nAUC_mrr_diff1
value: 44.74963455842425
verified: no, type: nAUC_mrr_max
value: 85.95161801239465
verified: no, type: nAUC_mrr_std
value: 81.36111675398224
verified: no
task: type: Reranking, dataset: config: default
name: MTEB SciFact (default)
revision: 0228b52cf27578f30900b9e5271d331663a030d7
split: test
type: mteb/scifact
metrics: type: main_score
value: 76.10900000000001
verified: no, type: map_at_1
value: 60.760999999999996
verified: no, type: map_at_10
value: 71.654
verified: no, type: map_at_100
value: 72.137
verified: no, type: map_at_1000
value: 72.149
verified: no, type: map_at_20
value: 72.021
verified: no, type: map_at_3
value: 68.772
verified: no, type: map_at_5
value: 70.36200000000001
verified: no, type: mrr_at_1
value: 63.66666666666667
verified: no, type: mrr_at_10
value: 72.70595238095237
verified: no, type: mrr_at_100
value: 73.04863520816613
verified: no, type: mrr_at_1000
value: 73.06075018033764
verified: no, type: mrr_at_20
value: 72.93638474099001
verified: no, type: mrr_at_3
value: 70.66666666666667
verified: no, type: mrr_at_5
value: 71.78333333333333
verified: no, type: nauc_map_at_1000_diff1
value: 71.35087668762627
verified: no, type: nauc_map_at_1000_max
value: 54.011748108009186
verified: no, type: nauc_map_at_1000_std
value: 7.678845781955053
verified: no, type: nauc_map_at_100_diff1
value: 71.34472898717338
verified: no, type: nauc_map_at_100_max
value: 54.0145296319552
verified: no, type: nauc_map_at_100_std
value: 7.676258294947637
verified: no, type: nauc_map_at_10_diff1
value: 71.37574967668972
verified: no, type: nauc_map_at_10_max
value: 53.92702576795545
verified: no, type: nauc_map_at_10_std
value: 7.758848033974705
verified: no, type: nauc_map_at_1_diff1
value: 73.89906137509777
verified: no, type: nauc_map_at_1_max
value: 44.9910089561678
verified: no, type: nauc_map_at_1_std
value: -3.560024114726528
verified: no, type: nauc_map_at_20_diff1
value: 71.3016202130441
verified: no, type: nauc_map_at_20_max
value: 54.0858492905278
verified: no, type: nauc_map_at_20_std
value: 7.758638712425257
verified: no, type: nauc_map_at_3_diff1
value: 71.0655101710049
verified: no, type: nauc_map_at_3_max
value: 51.54952135715274
verified: no, type: nauc_map_at_3_std
value: 3.191945160660174
verified: no, type: nauc_map_at_5_diff1
value: 71.71790408466262
verified: no, type: nauc_map_at_5_max
value: 53.98746745769737
verified: no, type: nauc_map_at_5_std
value: 6.607248876321941
verified: no, type: nauc_mrr_at_1000_diff1
value: 71.35164281601696
verified: no, type: nauc_mrr_at_1000_max
value: 55.476178340437
verified: no, type: nauc_mrr_at_1000_std
value: 10.970185730462788
verified: no, type: nauc_mrr_at_100_diff1
value: 71.34535141418533
verified: no, type: nauc_mrr_at_100_max
value: 55.47824801045241
verified: no, type: nauc_mrr_at_100_std
value: 10.965792309322826
verified: no, type: nauc_mrr_at_10_diff1
value: 71.25095755664336
verified: no, type: nauc_mrr_at_10_max
value: 55.697524040234235
verified: no, type: nauc_mrr_at_10_std
value: 11.470516804375386
verified: no, type: nauc_mrr_at_1_diff1
value: 73.2821036264498
verified: no, type: nauc_mrr_at_1_max
value: 50.30171935076129
verified: no, type: nauc_mrr_at_1_std
value: 5.150119259795942
verified: no, type: nauc_mrr_at_20_diff1
value: 71.29800338727547
verified: no, type: nauc_mrr_at_20_max
value: 55.54151075144868
verified: no, type: nauc_mrr_at_20_std
value: 11.02928131756253
verified: no, type: nauc_mrr_at_3_diff1
value: 71.00310802253107
verified: no, type: nauc_mrr_at_3_max
value: 55.197709395727045
verified: no, type: nauc_mrr_at_3_std
value: 10.04566210045661
verified: no, type: nauc_mrr_at_5_diff1
value: 71.20451267727627
verified: no, type: nauc_mrr_at_5_max
value: 56.42653941908357
verified: no, type: nauc_mrr_at_5_std
value: 12.134736985103611
verified: no, type: nauc_ndcg_at_1000_diff1
value: 70.82229943036683
verified: no, type: nauc_ndcg_at_1000_max
value: 55.754118035528776
verified: no, type: nauc_ndcg_at_1000_std
value: 10.535060943270949
verified: no, type: nauc_ndcg_at_100_diff1
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verified: no, type: nauc_ndcg_at_100_max
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verified: no, type: nauc_ndcg_at_100_std
value: 10.666914593212478
verified: no, type: nauc_ndcg_at_10_diff1
value: 70.38141205486814
verified: no, type: nauc_ndcg_at_10_max
value: 56.37560065613112
verified: no, type: nauc_ndcg_at_10_std
value: 12.026555946404496
verified: no, type: nauc_ndcg_at_1_diff1
value: 73.2821036264498
verified: no, type: nauc_ndcg_at_1_max
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verified: no, type: nauc_ndcg_at_1_std
value: 5.150119259795942
verified: no, type: nauc_ndcg_at_20_diff1
value: 70.3390226823462
verified: no, type: nauc_ndcg_at_20_max
value: 56.500553855618605
verified: no, type: nauc_ndcg_at_20_std
value: 11.29004765829262
verified: no, type: nauc_ndcg_at_3_diff1
value: 69.49806863319228
verified: no, type: nauc_ndcg_at_3_max
value: 54.71563247265625
verified: no, type: nauc_ndcg_at_3_std
value: 7.436156809946794
verified: no, type: nauc_ndcg_at_5_diff1
value: 70.92542004817086
verified: no, type: nauc_ndcg_at_5_max
value: 57.28530843114872
verified: no, type: nauc_ndcg_at_5_std
value: 11.33887216009956
verified: no, type: nauc_precision_at_1000_diff1
value: -35.28994929585216
verified: no, type: nauc_precision_at_1000_max
value: 14.893397453096902
verified: no, type: nauc_precision_at_1000_std
value: 51.396256011227734
verified: no, type: nauc_precision_at_100_diff1
value: -23.15302836790124
verified: no, type: nauc_precision_at_100_max
value: 20.885275194425965
verified: no, type: nauc_precision_at_100_std
value: 47.38237004790941
verified: no, type: nauc_precision_at_10_diff1
value: 0.6508705327922056
verified: no, type: nauc_precision_at_10_max
value: 35.86490378321761
verified: no, type: nauc_precision_at_10_std
value: 47.767508836235066
verified: no, type: nauc_precision_at_1_diff1
value: 73.2821036264498
verified: no, type: nauc_precision_at_1_max
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verified: no, type: nauc_precision_at_1_std
value: 5.150119259795942
verified: no, type: nauc_precision_at_20_diff1
value: -10.7729801324503
verified: no, type: nauc_precision_at_20_max
value: 29.079735099337757
verified: no, type: nauc_precision_at_20_std
value: 45.845298013245014
verified: no, type: nauc_precision_at_3_diff1
value: 34.75492967022111
verified: no, type: nauc_precision_at_3_max
value: 50.28675231734285
verified: no, type: nauc_precision_at_3_std
value: 28.248258905786056
verified: no, type: nauc_precision_at_5_diff1
value: 20.985818128495684
verified: no, type: nauc_precision_at_5_max
value: 49.058382386827766
verified: no, type: nauc_precision_at_5_std
value: 42.45972725558781
verified: no, type: nauc_recall_at_1000_diff1
verified: no, type: nauc_recall_at_1000_max
verified: no, type: nauc_recall_at_1000_std
verified: no, type: nauc_recall_at_100_diff1
value: 59.20634920634924
verified: no, type: nauc_recall_at_100_max
value: 61.545284780578854
verified: no, type: nauc_recall_at_100_std
value: 20.144724556489304
verified: no, type: nauc_recall_at_10_diff1
value: 64.66373744374164
verified: no, type: nauc_recall_at_10_max
value: 63.97713233823764
verified: no, type: nauc_recall_at_10_std
value: 26.664192167250576
verified: no, type: nauc_recall_at_1_diff1
value: 73.89906137509777
verified: no, type: nauc_recall_at_1_max
value: 44.9910089561678
verified: no, type: nauc_recall_at_1_std
value: -3.560024114726528
verified: no, type: nauc_recall_at_20_diff1
value: 62.63616557734212
verified: no, type: nauc_recall_at_20_max
value: 67.73835460109973
verified: no, type: nauc_recall_at_20_std
value: 23.744164332399645
verified: no, type: nauc_recall_at_3_diff1
value: 66.22059143579988
verified: no, type: nauc_recall_at_3_max
value: 56.70083839895786
verified: no, type: nauc_recall_at_3_std
value: 8.353413350691936
verified: no, type: nauc_recall_at_5_diff1
value: 67.74494960835959
verified: no, type: nauc_recall_at_5_max
value: 65.60091243576522
verified: no, type: nauc_recall_at_5_std
value: 21.75399137900112
verified: no, type: ndcg_at_1
value: 63.666999999999994
verified: no, type: ndcg_at_10
value: 76.10900000000001
verified: no, type: ndcg_at_100
value: 77.989
verified: no, type: ndcg_at_1000
value: 78.391
verified: no, type: ndcg_at_20
value: 77.199
verified: no, type: ndcg_at_3
value: 71.53699999999999
verified: no, type: ndcg_at_5
value: 73.662
verified: no, type: precision_at_1
value: 63.666999999999994
verified: no, type: precision_at_10
value: 10.033
verified: no, type: precision_at_100
value: 1.097
verified: no, type: precision_at_1000
value: 0.11299999999999999
verified: no, type: precision_at_20
value: 5.267
verified: no, type: precision_at_3
value: 27.889000000000003
verified: no, type: precision_at_5
value: 18.267
verified: no, type: recall_at_1
value: 60.760999999999996
verified: no, type: recall_at_10
value: 88.43299999999999
verified: no, type: recall_at_100
value: 96.667
verified: no, type: recall_at_1000
value: 100
verified: no, type: recall_at_20
value: 92.5
verified: no, type: recall_at_3
value: 76.461
verified: no, type: recall_at_5
value: 81.678
verified: no
task: type: Retrieval, dataset: config: default
name: MTEB SprintDuplicateQuestions (default)
revision: d66bd1f72af766a5cc4b0ca5e00c162f89e8cc46
split: test
type: mteb/sprintduplicatequestions-pairclassification
metrics: type: cosine_accuracy
value: 99.76831683168317
verified: no, type: cosine_accuracy_threshold
value: 75.98594427108765
verified: no, type: cosine_ap
value: 94.10650199330435
verified: no, type: cosine_f1
value: 87.77429467084639
verified: no, type: cosine_f1_threshold
value: 75.98594427108765
verified: no, type: cosine_precision
value: 91.90371991247265
verified: no, type: cosine_recall
value: 84
verified: no, type: dot_accuracy
value: 99.76831683168317
verified: no, type: dot_accuracy_threshold
value: 75.98594427108765
verified: no, type: dot_ap
value: 94.10650199330435
verified: no, type: dot_f1
value: 87.77429467084639
verified: no, type: dot_f1_threshold
value: 75.98594427108765
verified: no, type: dot_precision
value: 91.90371991247265
verified: no, type: dot_recall
value: 84
verified: no, type: euclidean_accuracy
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verified: no, type: euclidean_ap
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verified: no, type: euclidean_f1_threshold
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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: main_score
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verified: no, type: manhattan_accuracy
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verified: no, type: manhattan_accuracy_threshold
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verified: no, type: manhattan_ap
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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
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verified: no, type: max_precision
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verified: no
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revision: 6cbc1f7b2bc0622f2e39d2c77fa502909748c259
split: test
type: mteb/stackexchange-clustering
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verified: no, type: v_measure
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verified: no, type: v_measure_std
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task: type: Clustering, dataset: config: default
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revision: 815ca46b2622cec33ccafc3735d572c266efdb44
split: test
type: mteb/stackexchange-clustering-p2p
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verified: no, type: v_measure
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verified: no, type: v_measure_std
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task: type: Clustering, dataset: config: default
name: MTEB StackOverflowDupQuestions (default)
revision: e185fbe320c72810689fc5848eb6114e1ef5ec69
split: test
type: mteb/stackoverflowdupquestions-reranking
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task: type: Reranking, dataset: config: default
name: MTEB SummEval (default)
revision: cda12ad7615edc362dbf25a00fdd61d3b1eaf93c
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type: mteb/summeval
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task: type: Summarization, dataset: config: default
name: MTEB T2Reranking (default)
revision: 76631901a18387f85eaa53e5450019b87ad58ef9
split: dev
type: C-MTEB/T2Reranking
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task: type: Reranking, dataset: config: default
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revision: 8731a845f1bf500a4f111cf1070785c793d10e64
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type: C-MTEB/T2Retrieval
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verified: no, type: ndcg_at_100
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verified: no, type: ndcg_at_1000
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revision: 317f262bf1e6126357bbe89e875451e4b0938fe4
split: test
type: C-MTEB/TNews-classification
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verified: no, type: f1
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revision: 317f262bf1e6126357bbe89e875451e4b0938fe4
split: validation
type: C-MTEB/TNews-classification
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task: type: Classification, dataset: config: default
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revision: bb9466bac8153a0349341eb1b22e06409e78ef4e
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task: type: Clustering, dataset: config: default
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type: mteb/touche2020
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verified: no, type: ndcg_at_1000
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verified: no, type: recall_at_1000
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verified: no, type: recall_at_3
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verified: no
task: type: Retrieval, dataset: config: default
name: MTEB ToxicConversationsClassification (default)
revision: edfaf9da55d3dd50d43143d90c1ac476895ae6de
split: test
type: mteb/toxic_conversations_50k
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verified: no, type: f1
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task: type: Classification, dataset: config: default
name: MTEB TweetSentimentExtractionClassification (default)
revision: d604517c81ca91fe16a244d1248fc021f9ecee7a
split: test
type: mteb/tweet_sentiment_extraction
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verified: no, type: main_score
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task: type: Classification, dataset: config: default
name: MTEB TwentyNewsgroupsClustering (default)
revision: 6125ec4e24fa026cec8a478383ee943acfbd5449
split: test
type: mteb/twentynewsgroups-clustering
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verified: no, type: v_measure
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task: type: Clustering, dataset: config: default
name: MTEB TwitterSemEval2015 (default)
revision: 70970daeab8776df92f5ea462b6173c0b46fd2d1
split: test
type: mteb/twittersemeval2015-pairclassification
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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_f1_threshold
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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_accuracy_threshold
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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_f1_threshold
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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: main_score
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verified: no, type: manhattan_accuracy
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verified: no, type: manhattan_accuracy_threshold
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verified: no, type: manhattan_precision
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verified: no, type: max_accuracy
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value: 66.13515565679575
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verified: no, type: similarity_accuracy
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verified: no, type: similarity_precision
value: 63.545719844357976
verified: no, type: similarity_recall
value: 68.94459102902375
verified: no
task: type: PairClassification, dataset: config: default
name: MTEB TwitterURLCorpus (default)
revision: 8b6510b0b1fa4e4c4f879467980e9be563ec1cdf
split: test
type: mteb/twitterurlcorpus-pairclassification
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verified: no, type: cosine_accuracy_threshold
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verified: no, type: cosine_precision
value: 76.92821121328983
verified: no, type: cosine_recall
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verified: no, type: dot_accuracy
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verified: no, type: dot_accuracy_threshold
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verified: no, type: dot_ap
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verified: no, type: dot_f1_threshold
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verified: no, type: dot_precision
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verified: no, type: euclidean_accuracy
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verified: no, type: euclidean_precision
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verified: no, type: manhattan_accuracy
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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_precision
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verified: no, type: max_recall
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verified: no, type: similarity_ap
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verified: no, type: similarity_f1
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verified: no, type: similarity_f1_threshold
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verified: no, type: similarity_precision
value: 76.92821121328983
verified: no, type: similarity_recall
value: 79.8660301817062
verified: no
task: type: PairClassification, dataset: config: default
name: MTEB VideoRetrieval (default)
revision: 58c2597a5943a2ba48f4668c3b90d796283c5639
split: test
type: C-MTEB/VideoRetrieval
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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_20
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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_20
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verified: no, type: mrr_at_3
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verified: no, type: nauc_ndcg_at_1000_diff1
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verified: no, type: nauc_ndcg_at_1000_max
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verified: no, type: nauc_ndcg_at_100_diff1
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verified: no, type: nauc_recall_at_1000_diff1
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verified: no, type: nauc_recall_at_100_diff1
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verified: no, type: nauc_recall_at_10_diff1
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verified: no, type: nauc_recall_at_10_max
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verified: no, type: nauc_recall_at_1_diff1
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verified: no, type: nauc_recall_at_3_std
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verified: no, type: nauc_recall_at_5_diff1
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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_20
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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_20
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verified: no, type: precision_at_3
value: 26.367
verified: no, type: precision_at_5
value: 16.8
verified: no, type: recall_at_1
value: 63.1
verified: no, type: recall_at_10
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verified: no, type: recall_at_100
value: 96.6
verified: no, type: recall_at_1000
value: 98.5
verified: no, type: recall_at_20
value: 92.5
verified: no, type: recall_at_3
value: 79.10000000000001
verified: no, type: recall_at_5
value: 84
verified: no
task: type: Retrieval, dataset: config: default
name: MTEB Waimai (default)
revision: 339287def212450dcaa9df8c22bf93e9980c7023
split: test
type: C-MTEB/waimai-classification
metrics: type: accuracy
value: 85.77999999999999
verified: no, type: ap
value: 68.2216414015039
verified: no, type: ap_weighted
value: 68.2216414015039
verified: no, type: f1
value: 83.82399258910729
verified: no, type: f1_weighted
value: 85.78923735869199
verified: no, type: main_score
value: 85.77999999999999
verified: no
task: type: Classification
pipeline_tag: feature-extraction
tags: mteb, sentence-transformers
library_name: transformers
Likes: 13 | All-time downloads: 20180
Created: 2025-01-17 08:19:39