Model: McGill-NLP/LLM2Vec-Meta-Llama-3-8B-Instruct-mntp-unsup-simcse
Author: McGill-NLP
Pipeline: sentence-similarity
Library: peft
Tags: peft, safetensors, text-embedding, embeddings, information-retrieval, beir, text-classification, language-model, text-clustering, text-semantic-similarity, text-evaluation, text-reranking, feature-extraction, sentence-similarity, Sentence Similarity, natural_questions, ms_marco, fever, hotpot_qa, mteb, en, arxiv:2404.05961, license:mit, model-index, region:us
Card metadata: library_name: peft
license: mit
language: en
pipeline_tag: sentence-similarity
tags: text-embedding, embeddings, information-retrieval, beir, text-classification, language-model, text-clustering, text-semantic-similarity, text-evaluation, text-reranking, feature-extraction, sentence-similarity, Sentence Similarity, natural_questions, ms_marco, fever, hotpot_qa, mteb
model-index: name: LLM2Vec-Meta-Llama-3-unsupervised
results: task: type: Classification
dataset: type: mteb/amazon_counterfactual
name: MTEB AmazonCounterfactualClassification (en)
config: en
split: test
revision: e8379541af4e31359cca9fbcf4b00f2671dba205
metrics: type: accuracy
value: 75.70149253731343
verified: no, type: ap
value: 40.824269118508354
verified: no, type: f1
value: 70.55918234479084
verified: no, task: type: Classification
dataset: type: mteb/amazon_polarity
name: MTEB AmazonPolarityClassification
config: default
split: test
revision: e2d317d38cd51312af73b3d32a06d1a08b442046
metrics: type: accuracy
value: 80.6812
verified: no, type: ap
value: 76.63327889516552
verified: no, type: f1
value: 80.5276613226382
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: 40.002
verified: no, type: f1
value: 39.67277678335084
verified: no, task: type: Retrieval
dataset: type: arguana
name: MTEB ArguAna
config: default
split: test
revision: None
metrics: type: map_at_1
value: 26.173999999999996
verified: no, type: map_at_10
value: 42.548
verified: no, type: map_at_100
value: 43.492999999999995
verified: no, type: map_at_1000
value: 43.5
verified: no, type: map_at_3
value: 37.376
verified: no, type: map_at_5
value: 40.359
verified: no, type: mrr_at_1
value: 27.24
verified: no, type: mrr_at_10
value: 42.945
verified: no, type: mrr_at_100
value: 43.89
verified: no, type: mrr_at_1000
value: 43.897000000000006
verified: no, type: mrr_at_3
value: 37.779
verified: no, type: mrr_at_5
value: 40.755
verified: no, type: ndcg_at_1
value: 26.173999999999996
verified: no, type: ndcg_at_10
value: 51.731
verified: no, type: ndcg_at_100
value: 55.684999999999995
verified: no, type: ndcg_at_1000
value: 55.86
verified: no, type: ndcg_at_3
value: 41.122
verified: no, type: ndcg_at_5
value: 46.491
verified: no, type: precision_at_1
value: 26.173999999999996
verified: no, type: precision_at_10
value: 8.108
verified: no, type: precision_at_100
value: 0.9820000000000001
verified: no, type: precision_at_1000
value: 0.1
verified: no, type: precision_at_3
value: 17.330000000000002
verified: no, type: precision_at_5
value: 13.001
verified: no, type: recall_at_1
value: 26.173999999999996
verified: no, type: recall_at_10
value: 81.081
verified: no, type: recall_at_100
value: 98.222
verified: no, type: recall_at_1000
value: 99.57300000000001
verified: no, type: recall_at_3
value: 51.991
verified: no, type: recall_at_5
value: 65.007
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: 49.215974795578546
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: 41.71067780141813
verified: no, task: type: Reranking
dataset: type: mteb/askubuntudupquestions-reranking
name: MTEB AskUbuntuDupQuestions
config: default
split: test
revision: 2000358ca161889fa9c082cb41daa8dcfb161a54
metrics: type: map
value: 57.15639347603191
verified: no, type: mrr
value: 71.4509959108297
verified: no, task: type: STS
dataset: type: mteb/biosses-sts
name: MTEB BIOSSES
config: default
split: test
revision: d3fb88f8f02e40887cd149695127462bbcf29b4a
metrics: type: cos_sim_spearman
value: 84.67361609277127
verified: no, task: type: Classification
dataset: type: mteb/banking77
name: MTEB Banking77Classification
config: default
split: test
revision: 0fd18e25b25c072e09e0d92ab615fda904d66300
metrics: type: accuracy
value: 84.76623376623375
verified: no, type: f1
value: 84.70041172334481
verified: no, task: type: Clustering
dataset: type: mteb/biorxiv-clustering-p2p
name: MTEB BiorxivClusteringP2P
config: default
split: test
revision: 65b79d1d13f80053f67aca9498d9402c2d9f1f40
metrics: type: v_measure
value: 38.39251163108548
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: 31.30501371807517
verified: no, task: type: Retrieval
dataset: type: cqadupstack/android
name: MTEB CQADupstackAndroidRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 26.409
verified: no, type: map_at_10
value: 36.925000000000004
verified: no, type: map_at_100
value: 38.651
verified: no, type: map_at_1000
value: 38.798
verified: no, type: map_at_3
value: 33.437
verified: no, type: map_at_5
value: 35.506
verified: no, type: mrr_at_1
value: 33.763
verified: no, type: mrr_at_10
value: 43.442
verified: no, type: mrr_at_100
value: 44.339
verified: no, type: mrr_at_1000
value: 44.391000000000005
verified: no, type: mrr_at_3
value: 40.749
verified: no, type: mrr_at_5
value: 42.408
verified: no, type: ndcg_at_1
value: 33.763
verified: no, type: ndcg_at_10
value: 43.486999999999995
verified: no, type: ndcg_at_100
value: 49.71
verified: no, type: ndcg_at_1000
value: 51.81
verified: no, type: ndcg_at_3
value: 38.586
verified: no, type: ndcg_at_5
value: 41.074
verified: no, type: precision_at_1
value: 33.763
verified: no, type: precision_at_10
value: 8.798
verified: no, type: precision_at_100
value: 1.544
verified: no, type: precision_at_1000
value: 0.21
verified: no, type: precision_at_3
value: 19.361
verified: no, type: precision_at_5
value: 14.335
verified: no, type: recall_at_1
value: 26.409
verified: no, type: recall_at_10
value: 55.352999999999994
verified: no, type: recall_at_100
value: 81.66799999999999
verified: no, type: recall_at_1000
value: 95.376
verified: no, type: recall_at_3
value: 40.304
verified: no, type: recall_at_5
value: 47.782000000000004
verified: no, task: type: Retrieval
dataset: type: cqadupstack/english
name: MTEB CQADupstackEnglishRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 26.6
verified: no, type: map_at_10
value: 36.42
verified: no, type: map_at_100
value: 37.628
verified: no, type: map_at_1000
value: 37.767
verified: no, type: map_at_3
value: 33.553
verified: no, type: map_at_5
value: 35.118
verified: no, type: mrr_at_1
value: 34.394999999999996
verified: no, type: mrr_at_10
value: 42.586
verified: no, type: mrr_at_100
value: 43.251
verified: no, type: mrr_at_1000
value: 43.303000000000004
verified: no, type: mrr_at_3
value: 40.297
verified: no, type: mrr_at_5
value: 41.638
verified: no, type: ndcg_at_1
value: 34.394999999999996
verified: no, type: ndcg_at_10
value: 42.05
verified: no, type: ndcg_at_100
value: 46.371
verified: no, type: ndcg_at_1000
value: 48.76
verified: no, type: ndcg_at_3
value: 37.936
verified: no, type: ndcg_at_5
value: 39.827
verified: no, type: precision_at_1
value: 34.394999999999996
verified: no, type: precision_at_10
value: 8.268
verified: no, type: precision_at_100
value: 1.355
verified: no, type: precision_at_1000
value: 0.186
verified: no, type: precision_at_3
value: 18.726000000000003
verified: no, type: precision_at_5
value: 13.541
verified: no, type: recall_at_1
value: 26.6
verified: no, type: recall_at_10
value: 51.529
verified: no, type: recall_at_100
value: 70.038
verified: no, type: recall_at_1000
value: 85.67
verified: no, type: recall_at_3
value: 39.448
verified: no, type: recall_at_5
value: 44.6
verified: no, task: type: Retrieval
dataset: type: cqadupstack/gaming
name: MTEB CQADupstackGamingRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 31.863000000000003
verified: no, type: map_at_10
value: 43.733
verified: no, type: map_at_100
value: 45.005
verified: no, type: map_at_1000
value: 45.074
verified: no, type: map_at_3
value: 40.593
verified: no, type: map_at_5
value: 42.272
verified: no, type: mrr_at_1
value: 37.555
verified: no, type: mrr_at_10
value: 47.532999999999994
verified: no, type: mrr_at_100
value: 48.431999999999995
verified: no, type: mrr_at_1000
value: 48.47
verified: no, type: mrr_at_3
value: 44.901
verified: no, type: mrr_at_5
value: 46.274
verified: no, type: ndcg_at_1
value: 37.555
verified: no, type: ndcg_at_10
value: 49.789
verified: no, type: ndcg_at_100
value: 55.059999999999995
verified: no, type: ndcg_at_1000
value: 56.434
verified: no, type: ndcg_at_3
value: 44.238
verified: no, type: ndcg_at_5
value: 46.698
verified: no, type: precision_at_1
value: 37.555
verified: no, type: precision_at_10
value: 8.257
verified: no, type: precision_at_100
value: 1.189
verified: no, type: precision_at_1000
value: 0.136
verified: no, type: precision_at_3
value: 20.23
verified: no, type: precision_at_5
value: 13.868
verified: no, type: recall_at_1
value: 31.863000000000003
verified: no, type: recall_at_10
value: 64.188
verified: no, type: recall_at_100
value: 87.02600000000001
verified: no, type: recall_at_1000
value: 96.761
verified: no, type: recall_at_3
value: 48.986000000000004
verified: no, type: recall_at_5
value: 55.177
verified: no, task: type: Retrieval
dataset: type: cqadupstack/gis
name: MTEB CQADupstackGisRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 15.964
verified: no, type: map_at_10
value: 22.746
verified: no, type: map_at_100
value: 23.704
verified: no, type: map_at_1000
value: 23.82
verified: no, type: map_at_3
value: 20.5
verified: no, type: map_at_5
value: 21.836
verified: no, type: mrr_at_1
value: 17.740000000000002
verified: no, type: mrr_at_10
value: 24.634
verified: no, type: mrr_at_100
value: 25.535999999999998
verified: no, type: mrr_at_1000
value: 25.628
verified: no, type: mrr_at_3
value: 22.429
verified: no, type: mrr_at_5
value: 23.791
verified: no, type: ndcg_at_1
value: 17.740000000000002
verified: no, type: ndcg_at_10
value: 26.838
verified: no, type: ndcg_at_100
value: 31.985000000000003
verified: no, type: ndcg_at_1000
value: 35.289
verified: no, type: ndcg_at_3
value: 22.384
verified: no, type: ndcg_at_5
value: 24.726
verified: no, type: precision_at_1
value: 17.740000000000002
verified: no, type: precision_at_10
value: 4.35
verified: no, type: precision_at_100
value: 0.753
verified: no, type: precision_at_1000
value: 0.108
verified: no, type: precision_at_3
value: 9.754999999999999
verified: no, type: precision_at_5
value: 7.164
verified: no, type: recall_at_1
value: 15.964
verified: no, type: recall_at_10
value: 37.705
verified: no, type: recall_at_100
value: 61.94499999999999
verified: no, type: recall_at_1000
value: 87.646
verified: no, type: recall_at_3
value: 25.714
verified: no, type: recall_at_5
value: 31.402
verified: no, task: type: Retrieval
dataset: type: cqadupstack/mathematica
name: MTEB CQADupstackMathematicaRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 9.221
verified: no, type: map_at_10
value: 14.735000000000001
verified: no, type: map_at_100
value: 15.778
verified: no, type: map_at_1000
value: 15.9
verified: no, type: map_at_3
value: 12.791
verified: no, type: map_at_5
value: 13.703999999999999
verified: no, type: mrr_at_1
value: 12.438
verified: no, type: mrr_at_10
value: 18.353
verified: no, type: mrr_at_100
value: 19.285
verified: no, type: mrr_at_1000
value: 19.375
verified: no, type: mrr_at_3
value: 16.439
verified: no, type: mrr_at_5
value: 17.352999999999998
verified: no, type: ndcg_at_1
value: 12.438
verified: no, type: ndcg_at_10
value: 18.703
verified: no, type: ndcg_at_100
value: 24.104999999999997
verified: no, type: ndcg_at_1000
value: 27.366
verified: no, type: ndcg_at_3
value: 15.055
verified: no, type: ndcg_at_5
value: 16.42
verified: no, type: precision_at_1
value: 12.438
verified: no, type: precision_at_10
value: 3.818
verified: no, type: precision_at_100
value: 0.77
verified: no, type: precision_at_1000
value: 0.11800000000000001
verified: no, type: precision_at_3
value: 7.753
verified: no, type: precision_at_5
value: 5.622
verified: no, type: recall_at_1
value: 9.221
verified: no, type: recall_at_10
value: 27.461999999999996
verified: no, type: recall_at_100
value: 51.909000000000006
verified: no, type: recall_at_1000
value: 75.56
verified: no, type: recall_at_3
value: 17.046
verified: no, type: recall_at_5
value: 20.766000000000002
verified: no, task: type: Retrieval
dataset: type: cqadupstack/physics
name: MTEB CQADupstackPhysicsRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 22.828
verified: no, type: map_at_10
value: 33.166000000000004
verified: no, type: map_at_100
value: 34.618
verified: no, type: map_at_1000
value: 34.744
verified: no, type: map_at_3
value: 29.737000000000002
verified: no, type: map_at_5
value: 31.541000000000004
verified: no, type: mrr_at_1
value: 29.548000000000002
verified: no, type: mrr_at_10
value: 38.582
verified: no, type: mrr_at_100
value: 39.527
verified: no, type: mrr_at_1000
value: 39.577
verified: no, type: mrr_at_3
value: 35.884
verified: no, type: mrr_at_5
value: 37.413999999999994
verified: no, type: ndcg_at_1
value: 29.548000000000002
verified: no, type: ndcg_at_10
value: 39.397
verified: no, type: ndcg_at_100
value: 45.584
verified: no, type: ndcg_at_1000
value: 47.823
verified: no, type: ndcg_at_3
value: 33.717000000000006
verified: no, type: ndcg_at_5
value: 36.223
verified: no, type: precision_at_1
value: 29.548000000000002
verified: no, type: precision_at_10
value: 7.767
verified: no, type: precision_at_100
value: 1.2959999999999998
verified: no, type: precision_at_1000
value: 0.17099999999999999
verified: no, type: precision_at_3
value: 16.747
verified: no, type: precision_at_5
value: 12.203999999999999
verified: no, type: recall_at_1
value: 22.828
verified: no, type: recall_at_10
value: 52.583999999999996
verified: no, type: recall_at_100
value: 79.06400000000001
verified: no, type: recall_at_1000
value: 93.59100000000001
verified: no, type: recall_at_3
value: 36.671
verified: no, type: recall_at_5
value: 43.22
verified: no, task: type: Retrieval
dataset: type: cqadupstack/programmers
name: MTEB CQADupstackProgrammersRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 21.366
verified: no, type: map_at_10
value: 30.214000000000002
verified: no, type: map_at_100
value: 31.647
verified: no, type: map_at_1000
value: 31.763
verified: no, type: map_at_3
value: 27.234
verified: no, type: map_at_5
value: 28.801
verified: no, type: mrr_at_1
value: 26.256
verified: no, type: mrr_at_10
value: 35.299
verified: no, type: mrr_at_100
value: 36.284
verified: no, type: mrr_at_1000
value: 36.342
verified: no, type: mrr_at_3
value: 32.572
verified: no, type: mrr_at_5
value: 34.050999999999995
verified: no, type: ndcg_at_1
value: 26.256
verified: no, type: ndcg_at_10
value: 35.899
verified: no, type: ndcg_at_100
value: 41.983
verified: no, type: ndcg_at_1000
value: 44.481
verified: no, type: ndcg_at_3
value: 30.665
verified: no, type: ndcg_at_5
value: 32.879999999999995
verified: no, type: precision_at_1
value: 26.256
verified: no, type: precision_at_10
value: 6.804
verified: no, type: precision_at_100
value: 1.187
verified: no, type: precision_at_1000
value: 0.16
verified: no, type: precision_at_3
value: 14.84
verified: no, type: precision_at_5
value: 10.708
verified: no, type: recall_at_1
value: 21.366
verified: no, type: recall_at_10
value: 47.878
verified: no, type: recall_at_100
value: 73.245
verified: no, type: recall_at_1000
value: 90.623
verified: no, type: recall_at_3
value: 33.341
verified: no, type: recall_at_5
value: 39.198
verified: no, task: type: Retrieval
dataset: type: mteb/cqadupstack
name: MTEB CQADupstackRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 19.477166666666665
verified: no, type: map_at_10
value: 27.431416666666664
verified: no, type: map_at_100
value: 28.656000000000002
verified: no, type: map_at_1000
value: 28.787583333333338
verified: no, type: map_at_3
value: 24.85175
verified: no, type: map_at_5
value: 26.270166666666668
verified: no, type: mrr_at_1
value: 24.06841666666667
verified: no, type: mrr_at_10
value: 31.620000000000005
verified: no, type: mrr_at_100
value: 32.52283333333333
verified: no, type: mrr_at_1000
value: 32.59441666666667
verified: no, type: mrr_at_3
value: 29.328666666666663
verified: no, type: mrr_at_5
value: 30.620416666666667
verified: no, type: ndcg_at_1
value: 24.06841666666667
verified: no, type: ndcg_at_10
value: 32.404583333333335
verified: no, type: ndcg_at_100
value: 37.779500000000006
verified: no, type: ndcg_at_1000
value: 40.511583333333334
verified: no, type: ndcg_at_3
value: 27.994166666666665
verified: no, type: ndcg_at_5
value: 30.021749999999997
verified: no, type: precision_at_1
value: 24.06841666666667
verified: no, type: precision_at_10
value: 6.03725
verified: no, type: precision_at_100
value: 1.0500833333333337
verified: no, type: precision_at_1000
value: 0.14875000000000002
verified: no, type: precision_at_3
value: 13.419583333333335
verified: no, type: precision_at_5
value: 9.700666666666665
verified: no, type: recall_at_1
value: 19.477166666666665
verified: no, type: recall_at_10
value: 42.99441666666667
verified: no, type: recall_at_100
value: 66.787
verified: no, type: recall_at_1000
value: 86.18825000000001
verified: no, type: recall_at_3
value: 30.46366666666667
verified: no, type: recall_at_5
value: 35.83141666666667
verified: no, task: type: Retrieval
dataset: type: cqadupstack/stats
name: MTEB CQADupstackStatsRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 16.246
verified: no, type: map_at_10
value: 22.127
verified: no, type: map_at_100
value: 23.006
verified: no, type: map_at_1000
value: 23.125
verified: no, type: map_at_3
value: 20.308999999999997
verified: no, type: map_at_5
value: 21.139
verified: no, type: mrr_at_1
value: 19.631999999999998
verified: no, type: mrr_at_10
value: 24.884999999999998
verified: no, type: mrr_at_100
value: 25.704
verified: no, type: mrr_at_1000
value: 25.793
verified: no, type: mrr_at_3
value: 23.083000000000002
verified: no, type: mrr_at_5
value: 23.942
verified: no, type: ndcg_at_1
value: 19.631999999999998
verified: no, type: ndcg_at_10
value: 25.862000000000002
verified: no, type: ndcg_at_100
value: 30.436000000000003
verified: no, type: ndcg_at_1000
value: 33.638
verified: no, type: ndcg_at_3
value: 22.431
verified: no, type: ndcg_at_5
value: 23.677
verified: no, type: precision_at_1
value: 19.631999999999998
verified: no, type: precision_at_10
value: 4.417
verified: no, type: precision_at_100
value: 0.7270000000000001
verified: no, type: precision_at_1000
value: 0.109
verified: no, type: precision_at_3
value: 10.327
verified: no, type: precision_at_5
value: 7.147
verified: no, type: recall_at_1
value: 16.246
verified: no, type: recall_at_10
value: 34.869
verified: no, type: recall_at_100
value: 56.221
verified: no, type: recall_at_1000
value: 80.449
verified: no, type: recall_at_3
value: 24.83
verified: no, type: recall_at_5
value: 28.142
verified: no, task: type: Retrieval
dataset: type: cqadupstack/tex
name: MTEB CQADupstackTexRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 9.798
verified: no, type: map_at_10
value: 14.695
verified: no, type: map_at_100
value: 15.590000000000002
verified: no, type: map_at_1000
value: 15.726999999999999
verified: no, type: map_at_3
value: 13.004999999999999
verified: no, type: map_at_5
value: 13.861
verified: no, type: mrr_at_1
value: 12.939
verified: no, type: mrr_at_10
value: 18.218
verified: no, type: mrr_at_100
value: 18.998
verified: no, type: mrr_at_1000
value: 19.093
verified: no, type: mrr_at_3
value: 16.454
verified: no, type: mrr_at_5
value: 17.354
verified: no, type: ndcg_at_1
value: 12.939
verified: no, type: ndcg_at_10
value: 18.278
verified: no, type: ndcg_at_100
value: 22.709
verified: no, type: ndcg_at_1000
value: 26.064
verified: no, type: ndcg_at_3
value: 15.204
verified: no, type: ndcg_at_5
value: 16.416
verified: no, type: precision_at_1
value: 12.939
verified: no, type: precision_at_10
value: 3.768
verified: no, type: precision_at_100
value: 0.724
verified: no, type: precision_at_1000
value: 0.11800000000000001
verified: no, type: precision_at_3
value: 7.707999999999999
verified: no, type: precision_at_5
value: 5.733
verified: no, type: recall_at_1
value: 9.798
verified: no, type: recall_at_10
value: 25.562
verified: no, type: recall_at_100
value: 45.678999999999995
verified: no, type: recall_at_1000
value: 69.963
verified: no, type: recall_at_3
value: 16.705000000000002
verified: no, type: recall_at_5
value: 19.969
verified: no, task: type: Retrieval
dataset: type: cqadupstack/unix
name: MTEB CQADupstackUnixRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 19.1
verified: no, type: map_at_10
value: 27.034999999999997
verified: no, type: map_at_100
value: 28.396
verified: no, type: map_at_1000
value: 28.518
verified: no, type: map_at_3
value: 24.363
verified: no, type: map_at_5
value: 25.826999999999998
verified: no, type: mrr_at_1
value: 23.694000000000003
verified: no, type: mrr_at_10
value: 31.724999999999998
verified: no, type: mrr_at_100
value: 32.743
verified: no, type: mrr_at_1000
value: 32.82
verified: no, type: mrr_at_3
value: 29.275000000000002
verified: no, type: mrr_at_5
value: 30.684
verified: no, type: ndcg_at_1
value: 23.694000000000003
verified: no, type: ndcg_at_10
value: 32.366
verified: no, type: ndcg_at_100
value: 38.241
verified: no, type: ndcg_at_1000
value: 40.973
verified: no, type: ndcg_at_3
value: 27.661
verified: no, type: ndcg_at_5
value: 29.782999999999998
verified: no, type: precision_at_1
value: 23.694000000000003
verified: no, type: precision_at_10
value: 5.951
verified: no, type: precision_at_100
value: 1.0070000000000001
verified: no, type: precision_at_1000
value: 0.135
verified: no, type: precision_at_3
value: 13.34
verified: no, type: precision_at_5
value: 9.533999999999999
verified: no, type: recall_at_1
value: 19.1
verified: no, type: recall_at_10
value: 44.032
verified: no, type: recall_at_100
value: 69.186
verified: no, type: recall_at_1000
value: 88.562
verified: no, type: recall_at_3
value: 30.712
verified: no, type: recall_at_5
value: 36.372
verified: no, task: type: Retrieval
dataset: type: cqadupstack/webmasters
name: MTEB CQADupstackWebmastersRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 20.671
verified: no, type: map_at_10
value: 28.583
verified: no, type: map_at_100
value: 30.098999999999997
verified: no, type: map_at_1000
value: 30.364
verified: no, type: map_at_3
value: 25.825
verified: no, type: map_at_5
value: 27.500999999999998
verified: no, type: mrr_at_1
value: 25.889
verified: no, type: mrr_at_10
value: 33.617999999999995
verified: no, type: mrr_at_100
value: 34.687
verified: no, type: mrr_at_1000
value: 34.774
verified: no, type: mrr_at_3
value: 31.191999999999997
verified: no, type: mrr_at_5
value: 32.675
verified: no, type: ndcg_at_1
value: 25.889
verified: no, type: ndcg_at_10
value: 34.056999999999995
verified: no, type: ndcg_at_100
value: 40.142
verified: no, type: ndcg_at_1000
value: 43.614000000000004
verified: no, type: ndcg_at_3
value: 29.688
verified: no, type: ndcg_at_5
value: 32.057
verified: no, type: precision_at_1
value: 25.889
verified: no, type: precision_at_10
value: 6.7
verified: no, type: precision_at_100
value: 1.417
verified: no, type: precision_at_1000
value: 0.241
verified: no, type: precision_at_3
value: 14.360999999999999
verified: no, type: precision_at_5
value: 10.711
verified: no, type: recall_at_1
value: 20.671
verified: no, type: recall_at_10
value: 43.97
verified: no, type: recall_at_100
value: 71.83699999999999
verified: no, type: recall_at_1000
value: 94.42399999999999
verified: no, type: recall_at_3
value: 31
verified: no, type: recall_at_5
value: 37.489
verified: no, task: type: Retrieval
dataset: type: cqadupstack/wordpress
name: MTEB CQADupstackWordpressRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 13.66
verified: no, type: map_at_10
value: 18.798000000000002
verified: no, type: map_at_100
value: 19.75
verified: no, type: map_at_1000
value: 19.851
verified: no, type: map_at_3
value: 16.874
verified: no, type: map_at_5
value: 18.136
verified: no, type: mrr_at_1
value: 14.972
verified: no, type: mrr_at_10
value: 20.565
verified: no, type: mrr_at_100
value: 21.488
verified: no, type: mrr_at_1000
value: 21.567
verified: no, type: mrr_at_3
value: 18.669
verified: no, type: mrr_at_5
value: 19.861
verified: no, type: ndcg_at_1
value: 14.972
verified: no, type: ndcg_at_10
value: 22.128999999999998
verified: no, type: ndcg_at_100
value: 27.028000000000002
verified: no, type: ndcg_at_1000
value: 29.887000000000004
verified: no, type: ndcg_at_3
value: 18.365000000000002
verified: no, type: ndcg_at_5
value: 20.48
verified: no, type: precision_at_1
value: 14.972
verified: no, type: precision_at_10
value: 3.549
verified: no, type: precision_at_100
value: 0.632
verified: no, type: precision_at_1000
value: 0.093
verified: no, type: precision_at_3
value: 7.887
verified: no, type: precision_at_5
value: 5.840999999999999
verified: no, type: recall_at_1
value: 13.66
verified: no, type: recall_at_10
value: 30.801000000000002
verified: no, type: recall_at_100
value: 53.626
verified: no, type: recall_at_1000
value: 75.634
verified: no, type: recall_at_3
value: 20.807000000000002
verified: no, type: recall_at_5
value: 25.86
verified: no, task: type: Retrieval
dataset: type: climate-fever
name: MTEB ClimateFEVER
config: default
split: test
revision: None
metrics: type: map_at_1
value: 8.622
verified: no, type: map_at_10
value: 16.042
verified: no, type: map_at_100
value: 18.023
verified: no, type: map_at_1000
value: 18.228
verified: no, type: map_at_3
value: 12.995999999999999
verified: no, type: map_at_5
value: 14.424000000000001
verified: no, type: mrr_at_1
value: 18.892999999999997
verified: no, type: mrr_at_10
value: 30.575000000000003
verified: no, type: mrr_at_100
value: 31.814999999999998
verified: no, type: mrr_at_1000
value: 31.856
verified: no, type: mrr_at_3
value: 26.851000000000003
verified: no, type: mrr_at_5
value: 29.021
verified: no, type: ndcg_at_1
value: 18.892999999999997
verified: no, type: ndcg_at_10
value: 23.575
verified: no, type: ndcg_at_100
value: 31.713
verified: no, type: ndcg_at_1000
value: 35.465
verified: no, type: ndcg_at_3
value: 18.167
verified: no, type: ndcg_at_5
value: 20.071
verified: no, type: precision_at_1
value: 18.892999999999997
verified: no, type: precision_at_10
value: 7.883
verified: no, type: precision_at_100
value: 1.652
verified: no, type: precision_at_1000
value: 0.23500000000000001
verified: no, type: precision_at_3
value: 13.898
verified: no, type: precision_at_5
value: 11.14
verified: no, type: recall_at_1
value: 8.622
verified: no, type: recall_at_10
value: 30.044999999999998
verified: no, type: recall_at_100
value: 58.072
verified: no, type: recall_at_1000
value: 79.226
verified: no, type: recall_at_3
value: 17.21
verified: no, type: recall_at_5
value: 22.249
verified: no, task: type: Retrieval
dataset: type: dbpedia-entity
name: MTEB DBPedia
config: default
split: test
revision: None
metrics: type: map_at_1
value: 4.845
verified: no, type: map_at_10
value: 12.352
verified: no, type: map_at_100
value: 17.423
verified: no, type: map_at_1000
value: 18.529
verified: no, type: map_at_3
value: 8.505
verified: no, type: map_at_5
value: 10.213
verified: no, type: mrr_at_1
value: 41.75
verified: no, type: mrr_at_10
value: 54.6
verified: no, type: mrr_at_100
value: 55.345
verified: no, type: mrr_at_1000
value: 55.374
verified: no, type: mrr_at_3
value: 52.37500000000001
verified: no, type: mrr_at_5
value: 53.87499999999999
verified: no, type: ndcg_at_1
value: 31.25
verified: no, type: ndcg_at_10
value: 26.779999999999998
verified: no, type: ndcg_at_100
value: 31.929000000000002
verified: no, type: ndcg_at_1000
value: 39.290000000000006
verified: no, type: ndcg_at_3
value: 28.746
verified: no, type: ndcg_at_5
value: 27.334999999999997
verified: no, type: precision_at_1
value: 41.75
verified: no, type: precision_at_10
value: 22.55
verified: no, type: precision_at_100
value: 7.242
verified: no, type: precision_at_1000
value: 1.439
verified: no, type: precision_at_3
value: 33.833
verified: no, type: precision_at_5
value: 28.65
verified: no, type: recall_at_1
value: 4.845
verified: no, type: recall_at_10
value: 18.664
verified: no, type: recall_at_100
value: 41.085
verified: no, type: recall_at_1000
value: 65.242
verified: no, type: recall_at_3
value: 10.572
verified: no, type: recall_at_5
value: 13.961000000000002
verified: no, task: type: Classification
dataset: type: mteb/emotion
name: MTEB EmotionClassification
config: default
split: test
revision: 4f58c6b202a23cf9a4da393831edf4f9183cad37
metrics: type: accuracy
value: 47.08
verified: no, type: f1
value: 42.843345856303756
verified: no, task: type: Retrieval
dataset: type: fever
name: MTEB FEVER
config: default
split: test
revision: None
metrics: type: map_at_1
value: 33.743
verified: no, type: map_at_10
value: 46.521
verified: no, type: map_at_100
value: 47.235
verified: no, type: map_at_1000
value: 47.272
verified: no, type: map_at_3
value: 43.252
verified: no, type: map_at_5
value: 45.267
verified: no, type: mrr_at_1
value: 36.484
verified: no, type: mrr_at_10
value: 49.406
verified: no, type: mrr_at_100
value: 50.03300000000001
verified: no, type: mrr_at_1000
value: 50.058
verified: no, type: mrr_at_3
value: 46.195
verified: no, type: mrr_at_5
value: 48.193999999999996
verified: no, type: ndcg_at_1
value: 36.484
verified: no, type: ndcg_at_10
value: 53.42
verified: no, type: ndcg_at_100
value: 56.69499999999999
verified: no, type: ndcg_at_1000
value: 57.623999999999995
verified: no, type: ndcg_at_3
value: 47.010999999999996
verified: no, type: ndcg_at_5
value: 50.524
verified: no, type: precision_at_1
value: 36.484
verified: no, type: precision_at_10
value: 7.925
verified: no, type: precision_at_100
value: 0.975
verified: no, type: precision_at_1000
value: 0.107
verified: no, type: precision_at_3
value: 19.967
verified: no, type: precision_at_5
value: 13.87
verified: no, type: recall_at_1
value: 33.743
verified: no, type: recall_at_10
value: 71.988
verified: no, type: recall_at_100
value: 86.60799999999999
verified: no, type: recall_at_1000
value: 93.54
verified: no, type: recall_at_3
value: 54.855
verified: no, type: recall_at_5
value: 63.341
verified: no, task: type: Retrieval
dataset: type: fiqa
name: MTEB FiQA2018
config: default
split: test
revision: None
metrics: type: map_at_1
value: 13.003
verified: no, type: map_at_10
value: 21.766
verified: no, type: map_at_100
value: 23.618
verified: no, type: map_at_1000
value: 23.832
verified: no, type: map_at_3
value: 18.282999999999998
verified: no, type: map_at_5
value: 20.267
verified: no, type: mrr_at_1
value: 26.851999999999997
verified: no, type: mrr_at_10
value: 34.658
verified: no, type: mrr_at_100
value: 35.729
verified: no, type: mrr_at_1000
value: 35.785
verified: no, type: mrr_at_3
value: 31.686999999999998
verified: no, type: mrr_at_5
value: 33.315
verified: no, type: ndcg_at_1
value: 26.851999999999997
verified: no, type: ndcg_at_10
value: 28.563
verified: no, type: ndcg_at_100
value: 36.374
verified: no, type: ndcg_at_1000
value: 40.306999999999995
verified: no, type: ndcg_at_3
value: 24.224
verified: no, type: ndcg_at_5
value: 25.939
verified: no, type: precision_at_1
value: 26.851999999999997
verified: no, type: precision_at_10
value: 8.193999999999999
verified: no, type: precision_at_100
value: 1.616
verified: no, type: precision_at_1000
value: 0.232
verified: no, type: precision_at_3
value: 16.255
verified: no, type: precision_at_5
value: 12.469
verified: no, type: recall_at_1
value: 13.003
verified: no, type: recall_at_10
value: 35.689
verified: no, type: recall_at_100
value: 65.762
verified: no, type: recall_at_1000
value: 89.546
verified: no, type: recall_at_3
value: 21.820999999999998
verified: no, type: recall_at_5
value: 28.097
verified: no, task: type: Retrieval
dataset: type: hotpotqa
name: MTEB HotpotQA
config: default
split: test
revision: None
metrics: type: map_at_1
value: 29.541
verified: no, type: map_at_10
value: 43.088
verified: no, type: map_at_100
value: 44.252
verified: no, type: map_at_1000
value: 44.345
verified: no, type: map_at_3
value: 39.79
verified: no, type: map_at_5
value: 41.687000000000005
verified: no, type: mrr_at_1
value: 59.082
verified: no, type: mrr_at_10
value: 67.27300000000001
verified: no, type: mrr_at_100
value: 67.708
verified: no, type: mrr_at_1000
value: 67.731
verified: no, type: mrr_at_3
value: 65.526
verified: no, type: mrr_at_5
value: 66.589
verified: no, type: ndcg_at_1
value: 59.082
verified: no, type: ndcg_at_10
value: 52.372
verified: no, type: ndcg_at_100
value: 56.725
verified: no, type: ndcg_at_1000
value: 58.665
verified: no, type: ndcg_at_3
value: 47.129
verified: no, type: ndcg_at_5
value: 49.808
verified: no, type: precision_at_1
value: 59.082
verified: no, type: precision_at_10
value: 11.275
verified: no, type: precision_at_100
value: 1.469
verified: no, type: precision_at_1000
value: 0.173
verified: no, type: precision_at_3
value: 29.773
verified: no, type: precision_at_5
value: 19.980999999999998
verified: no, type: recall_at_1
value: 29.541
verified: no, type: recall_at_10
value: 56.374
verified: no, type: recall_at_100
value: 73.42999999999999
verified: no, type: recall_at_1000
value: 86.28
verified: no, type: recall_at_3
value: 44.659
verified: no, type: recall_at_5
value: 49.952999999999996
verified: no, task: type: Classification
dataset: type: mteb/imdb
name: MTEB ImdbClassification
config: default
split: test
revision: 3d86128a09e091d6018b6d26cad27f2739fc2db7
metrics: type: accuracy
value: 75.1904
verified: no, type: ap
value: 69.80555086826531
verified: no, type: f1
value: 74.93725389065787
verified: no, task: type: Retrieval
dataset: type: msmarco
name: MTEB MSMARCO
config: default
split: dev
revision: None
metrics: type: map_at_1
value: 7.085
verified: no, type: map_at_10
value: 13.344000000000001
verified: no, type: map_at_100
value: 14.501
verified: no, type: map_at_1000
value: 14.605
verified: no, type: map_at_3
value: 10.758
verified: no, type: map_at_5
value: 12.162
verified: no, type: mrr_at_1
value: 7.278
verified: no, type: mrr_at_10
value: 13.607
verified: no, type: mrr_at_100
value: 14.761
verified: no, type: mrr_at_1000
value: 14.860000000000001
verified: no, type: mrr_at_3
value: 11.003
verified: no, type: mrr_at_5
value: 12.421
verified: no, type: ndcg_at_1
value: 7.278
verified: no, type: ndcg_at_10
value: 17.473
verified: no, type: ndcg_at_100
value: 23.721
verified: no, type: ndcg_at_1000
value: 26.69
verified: no, type: ndcg_at_3
value: 12.078
verified: no, type: ndcg_at_5
value: 14.62
verified: no, type: precision_at_1
value: 7.278
verified: no, type: precision_at_10
value: 3.175
verified: no, type: precision_at_100
value: 0.639
verified: no, type: precision_at_1000
value: 0.09
verified: no, type: precision_at_3
value: 5.382
verified: no, type: precision_at_5
value: 4.519
verified: no, type: recall_at_1
value: 7.085
verified: no, type: recall_at_10
value: 30.549
verified: no, type: recall_at_100
value: 60.919999999999995
verified: no, type: recall_at_1000
value: 84.372
verified: no, type: recall_at_3
value: 15.675
verified: no, type: recall_at_5
value: 21.818
verified: no, task: type: Classification
dataset: type: mteb/mtop_domain
name: MTEB MTOPDomainClassification (en)
config: en
split: test
revision: d80d48c1eb48d3562165c59d59d0034df9fff0bf
metrics: type: accuracy
value: 94.46876424988601
verified: no, type: f1
value: 94.23159241922738
verified: no, task: type: Classification
dataset: type: mteb/mtop_intent
name: MTEB MTOPIntentClassification (en)
config: en
split: test
revision: ae001d0e6b1228650b7bd1c2c65fb50ad11a8aba
metrics: type: accuracy
value: 81.0875512995896
verified: no, type: f1
value: 61.674961674414
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: 75.01344989912575
verified: no, type: f1
value: 71.7942527839921
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: 79.15601882985877
verified: no, type: f1
value: 78.82502954601195
verified: no, task: type: Clustering
dataset: type: mteb/medrxiv-clustering-p2p
name: MTEB MedrxivClusteringP2P
config: default
split: test
revision: e7a26af6f3ae46b30dde8737f02c07b1505bcc73
metrics: type: v_measure
value: 31.468806971345227
verified: no, task: type: Clustering
dataset: type: mteb/medrxiv-clustering-s2s
name: MTEB MedrxivClusteringS2S
config: default
split: test
revision: 35191c8c0dca72d8ff3efcd72aa802307d469663
metrics: type: v_measure
value: 27.874332804382256
verified: no, task: type: Reranking
dataset: type: mteb/mind_small
name: MTEB MindSmallReranking
config: default
split: test
revision: 3bdac13927fdc888b903db93b2ffdbd90b295a69
metrics: type: map
value: 30.099340785595842
verified: no, type: mrr
value: 31.077367694660257
verified: no, task: type: Retrieval
dataset: type: nfcorpus
name: MTEB NFCorpus
config: default
split: test
revision: None
metrics: type: map_at_1
value: 3.9050000000000002
verified: no, type: map_at_10
value: 8.931000000000001
verified: no, type: map_at_100
value: 11.246
verified: no, type: map_at_1000
value: 12.579
verified: no, type: map_at_3
value: 6.544
verified: no, type: map_at_5
value: 7.854
verified: no, type: mrr_at_1
value: 33.745999999999995
verified: no, type: mrr_at_10
value: 44.734
verified: no, type: mrr_at_100
value: 45.486
verified: no, type: mrr_at_1000
value: 45.534
verified: no, type: mrr_at_3
value: 42.157
verified: no, type: mrr_at_5
value: 43.813
verified: no, type: ndcg_at_1
value: 31.734
verified: no, type: ndcg_at_10
value: 26.284999999999997
verified: no, type: ndcg_at_100
value: 25.211
verified: no, type: ndcg_at_1000
value: 34.974
verified: no, type: ndcg_at_3
value: 29.918
verified: no, type: ndcg_at_5
value: 29.066
verified: no, type: precision_at_1
value: 33.745999999999995
verified: no, type: precision_at_10
value: 19.628
verified: no, type: precision_at_100
value: 6.476999999999999
verified: no, type: precision_at_1000
value: 1.976
verified: no, type: precision_at_3
value: 28.793000000000003
verified: no, type: precision_at_5
value: 25.759
verified: no, type: recall_at_1
value: 3.9050000000000002
verified: no, type: recall_at_10
value: 13.375
verified: no, type: recall_at_100
value: 28.453
verified: no, type: recall_at_1000
value: 61.67399999999999
verified: no, type: recall_at_3
value: 7.774
verified: no, type: recall_at_5
value: 10.754
verified: no, task: type: Retrieval
dataset: type: nq
name: MTEB NQ
config: default
split: test
revision: None
metrics: type: map_at_1
value: 18.33
verified: no, type: map_at_10
value: 30.44
verified: no, type: map_at_100
value: 31.848
verified: no, type: map_at_1000
value: 31.906000000000002
verified: no, type: map_at_3
value: 26.143
verified: no, type: map_at_5
value: 28.583
verified: no, type: mrr_at_1
value: 21.031
verified: no, type: mrr_at_10
value: 33.028
verified: no, type: mrr_at_100
value: 34.166000000000004
verified: no, type: mrr_at_1000
value: 34.208
verified: no, type: mrr_at_3
value: 29.089
verified: no, type: mrr_at_5
value: 31.362000000000002
verified: no, type: ndcg_at_1
value: 21.031
verified: no, type: ndcg_at_10
value: 37.65
verified: no, type: ndcg_at_100
value: 43.945
verified: no, type: ndcg_at_1000
value: 45.338
verified: no, type: ndcg_at_3
value: 29.256999999999998
verified: no, type: ndcg_at_5
value: 33.453
verified: no, type: precision_at_1
value: 21.031
verified: no, type: precision_at_10
value: 6.8309999999999995
verified: no, type: precision_at_100
value: 1.035
verified: no, type: precision_at_1000
value: 0.117
verified: no, type: precision_at_3
value: 13.818
verified: no, type: precision_at_5
value: 10.649000000000001
verified: no, type: recall_at_1
value: 18.33
verified: no, type: recall_at_10
value: 57.330999999999996
verified: no, type: recall_at_100
value: 85.284
verified: no, type: recall_at_1000
value: 95.676
verified: no, type: recall_at_3
value: 35.356
verified: no, type: recall_at_5
value: 45.073
verified: no, task: type: Retrieval
dataset: type: quora
name: MTEB QuoraRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 66.373
verified: no, type: map_at_10
value: 80.233
verified: no, type: map_at_100
value: 80.973
verified: no, type: map_at_1000
value: 80.99499999999999
verified: no, type: map_at_3
value: 77.127
verified: no, type: map_at_5
value: 79.056
verified: no, type: mrr_at_1
value: 76.55
verified: no, type: mrr_at_10
value: 83.813
verified: no, type: mrr_at_100
value: 83.96900000000001
verified: no, type: mrr_at_1000
value: 83.97200000000001
verified: no, type: mrr_at_3
value: 82.547
verified: no, type: mrr_at_5
value: 83.38600000000001
verified: no, type: ndcg_at_1
value: 76.53999999999999
verified: no, type: ndcg_at_10
value: 84.638
verified: no, type: ndcg_at_100
value: 86.28099999999999
verified: no, type: ndcg_at_1000
value: 86.459
verified: no, type: ndcg_at_3
value: 81.19
verified: no, type: ndcg_at_5
value: 83.057
verified: no, type: precision_at_1
value: 76.53999999999999
verified: no, type: precision_at_10
value: 12.928999999999998
verified: no, type: precision_at_100
value: 1.514
verified: no, type: precision_at_1000
value: 0.156
verified: no, type: precision_at_3
value: 35.503
verified: no, type: precision_at_5
value: 23.512
verified: no, type: recall_at_1
value: 66.373
verified: no, type: recall_at_10
value: 93.273
verified: no, type: recall_at_100
value: 99.031
verified: no, type: recall_at_1000
value: 99.91799999999999
verified: no, type: recall_at_3
value: 83.55799999999999
verified: no, type: recall_at_5
value: 88.644
verified: no, task: type: Clustering
dataset: type: mteb/reddit-clustering
name: MTEB RedditClustering
config: default
split: test
revision: 24640382cdbf8abc73003fb0fa6d111a705499eb
metrics: type: v_measure
value: 43.67174666339103
verified: no, task: type: Clustering
dataset: type: mteb/reddit-clustering-p2p
name: MTEB RedditClusteringP2P
config: default
split: test
revision: 282350215ef01743dc01b456c7f5241fa8937f16
metrics: type: v_measure
value: 61.66838659211271
verified: no, task: type: Retrieval
dataset: type: scidocs
name: MTEB SCIDOCS
config: default
split: test
revision: None
metrics: type: map_at_1
value: 2.318
verified: no, type: map_at_10
value: 5.938000000000001
verified: no, type: map_at_100
value: 7.582
verified: no, type: map_at_1000
value: 7.936
verified: no, type: map_at_3
value: 4.208
verified: no, type: map_at_5
value: 5.098
verified: no, type: mrr_at_1
value: 11.4
verified: no, type: mrr_at_10
value: 17.655
verified: no, type: mrr_at_100
value: 19.088
verified: no, type: mrr_at_1000
value: 19.203
verified: no, type: mrr_at_3
value: 15.25
verified: no, type: mrr_at_5
value: 16.535
verified: no, type: ndcg_at_1
value: 11.4
verified: no, type: ndcg_at_10
value: 10.388
verified: no, type: ndcg_at_100
value: 18.165
verified: no, type: ndcg_at_1000
value: 24.842
verified: no, type: ndcg_at_3
value: 9.414
verified: no, type: ndcg_at_5
value: 8.453
verified: no, type: precision_at_1
value: 11.4
verified: no, type: precision_at_10
value: 5.54
verified: no, type: precision_at_100
value: 1.71
verified: no, type: precision_at_1000
value: 0.33
verified: no, type: precision_at_3
value: 8.866999999999999
verified: no, type: precision_at_5
value: 7.580000000000001
verified: no, type: recall_at_1
value: 2.318
verified: no, type: recall_at_10
value: 11.267000000000001
verified: no, type: recall_at_100
value: 34.743
verified: no, type: recall_at_1000
value: 67.07300000000001
verified: no, type: recall_at_3
value: 5.408
verified: no, type: recall_at_5
value: 7.713
verified: no, task: type: STS
dataset: type: mteb/sickr-sts
name: MTEB SICK-R
config: default
split: test
revision: a6ea5a8cab320b040a23452cc28066d9beae2cee
metrics: type: cos_sim_spearman
value: 72.15850185456762
verified: no, task: type: STS
dataset: type: mteb/sts12-sts
name: MTEB STS12
config: default
split: test
revision: a0d554a64d88156834ff5ae9920b964011b16384
metrics: type: cos_sim_spearman
value: 61.59518395985063
verified: no, task: type: STS
dataset: type: mteb/sts13-sts
name: MTEB STS13
config: default
split: test
revision: 7e90230a92c190f1bf69ae9002b8cea547a64cca
metrics: type: cos_sim_spearman
value: 79.71131323749228
verified: no, task: type: STS
dataset: type: mteb/sts14-sts
name: MTEB STS14
config: default
split: test
revision: 6031580fec1f6af667f0bd2da0a551cf4f0b2375
metrics: type: cos_sim_spearman
value: 72.10974664733891
verified: no, task: type: STS
dataset: type: mteb/sts15-sts
name: MTEB STS15
config: default
split: test
revision: ae752c7c21bf194d8b67fd573edf7ae58183cbe3
metrics: type: cos_sim_spearman
value: 82.17899407125657
verified: no, task: type: STS
dataset: type: mteb/sts16-sts
name: MTEB STS16
config: default
split: test
revision: 4d8694f8f0e0100860b497b999b3dbed754a0513
metrics: type: cos_sim_spearman
value: 79.41138579273438
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_spearman
value: 85.44343473477939
verified: no, task: type: STS
dataset: type: mteb/sts22-crosslingual-sts
name: MTEB STS22 (en)
config: en
split: test
revision: 6d1ba47164174a496b7fa5d3569dae26a6813b80
metrics: type: cos_sim_spearman
value: 63.90264271389905
verified: no, task: type: STS
dataset: type: mteb/stsbenchmark-sts
name: MTEB STSBenchmark
config: default
split: test
revision: b0fddb56ed78048fa8b90373c8a3cfc37b684831
metrics: type: cos_sim_spearman
value: 77.44151296326804
verified: no, task: type: Reranking
dataset: type: mteb/scidocs-reranking
name: MTEB SciDocsRR
config: default
split: test
revision: d3c5e1fc0b855ab6097bf1cda04dd73947d7caab
metrics: type: map
value: 76.27597486396654
verified: no, type: mrr
value: 93.28127119793788
verified: no, task: type: Retrieval
dataset: type: scifact
name: MTEB SciFact
config: default
split: test
revision: None
metrics: type: map_at_1
value: 49.594
verified: no, type: map_at_10
value: 60.951
verified: no, type: map_at_100
value: 61.68599999999999
verified: no, type: map_at_1000
value: 61.712
verified: no, type: map_at_3
value: 57.946
verified: no, type: map_at_5
value: 59.89
verified: no, type: mrr_at_1
value: 52.666999999999994
verified: no, type: mrr_at_10
value: 62.724000000000004
verified: no, type: mrr_at_100
value: 63.269
verified: no, type: mrr_at_1000
value: 63.291
verified: no, type: mrr_at_3
value: 60.167
verified: no, type: mrr_at_5
value: 61.95
verified: no, type: ndcg_at_1
value: 52.666999999999994
verified: no, type: ndcg_at_10
value: 66.35600000000001
verified: no, type: ndcg_at_100
value: 69.463
verified: no, type: ndcg_at_1000
value: 70.111
verified: no, type: ndcg_at_3
value: 60.901
verified: no, type: ndcg_at_5
value: 64.054
verified: no, type: precision_at_1
value: 52.666999999999994
verified: no, type: precision_at_10
value: 9
verified: no, type: precision_at_100
value: 1.073
verified: no, type: precision_at_1000
value: 0.11299999999999999
verified: no, type: precision_at_3
value: 24.221999999999998
verified: no, type: precision_at_5
value: 16.333000000000002
verified: no, type: recall_at_1
value: 49.594
verified: no, type: recall_at_10
value: 81.256
verified: no, type: recall_at_100
value: 94.989
verified: no, type: recall_at_1000
value: 100
verified: no, type: recall_at_3
value: 66.706
verified: no, type: recall_at_5
value: 74.411
verified: no, task: type: PairClassification
dataset: type: mteb/sprintduplicatequestions-pairclassification
name: MTEB SprintDuplicateQuestions
config: default
split: test
revision: d66bd1f72af766a5cc4b0ca5e00c162f89e8cc46
metrics: type: cos_sim_accuracy
value: 99.65049504950495
verified: no, type: cos_sim_ap
value: 88.1421623503371
verified: no, type: cos_sim_f1
value: 81.44072036018008
verified: no, type: cos_sim_precision
value: 81.48148148148148
verified: no, type: cos_sim_recall
value: 81.39999999999999
verified: no, type: dot_accuracy
value: 99.37623762376238
verified: no, type: dot_ap
value: 69.87152032240303
verified: no, type: dot_f1
value: 65.64885496183206
verified: no, type: dot_precision
value: 72.18225419664267
verified: no, type: dot_recall
value: 60.199999999999996
verified: no, type: euclidean_accuracy
value: 99.63069306930693
verified: no, type: euclidean_ap
value: 86.13858297902517
verified: no, type: euclidean_f1
value: 79.87679671457904
verified: no, type: euclidean_precision
value: 82.0675105485232
verified: no, type: euclidean_recall
value: 77.8
verified: no, type: manhattan_accuracy
value: 99.63168316831683
verified: no, type: manhattan_ap
value: 86.31976532265482
verified: no, type: manhattan_f1
value: 80.10204081632654
verified: no, type: manhattan_precision
value: 81.77083333333334
verified: no, type: manhattan_recall
value: 78.5
verified: no, type: max_accuracy
value: 99.65049504950495
verified: no, type: max_ap
value: 88.1421623503371
verified: no, type: max_f1
value: 81.44072036018008
verified: no, task: type: Clustering
dataset: type: mteb/stackexchange-clustering
name: MTEB StackExchangeClustering
config: default
split: test
revision: 6cbc1f7b2bc0622f2e39d2c77fa502909748c259
metrics: type: v_measure
value: 68.19604139959692
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: 36.3569584557381
verified: no, task: type: Reranking
dataset: type: mteb/stackoverflowdupquestions-reranking
name: MTEB StackOverflowDupQuestions
config: default
split: test
revision: e185fbe320c72810689fc5848eb6114e1ef5ec69
metrics: type: map
value: 48.82174503355024
verified: no, type: mrr
value: 49.610933388506915
verified: no, task: type: Summarization
dataset: type: mteb/summeval
name: MTEB SummEval
config: default
split: test
revision: cda12ad7615edc362dbf25a00fdd61d3b1eaf93c
metrics: type: cos_sim_pearson
value: 30.805895993742798
verified: no, type: cos_sim_spearman
value: 31.445431226826738
verified: no, type: dot_pearson
value: 24.441585432516867
verified: no, type: dot_spearman
value: 25.468117334810188
verified: no, task: type: Retrieval
dataset: type: trec-covid
name: MTEB TRECCOVID
config: default
split: test
revision: None
metrics: type: map_at_1
value: 0.2
verified: no, type: map_at_10
value: 1.431
verified: no, type: map_at_100
value: 7.138999999999999
verified: no, type: map_at_1000
value: 17.933
verified: no, type: map_at_3
value: 0.551
verified: no, type: map_at_5
value: 0.7979999999999999
verified: no, type: mrr_at_1
value: 76
verified: no, type: mrr_at_10
value: 85.167
verified: no, type: mrr_at_100
value: 85.21300000000001
verified: no, type: mrr_at_1000
value: 85.21300000000001
verified: no, type: mrr_at_3
value: 84.667
verified: no, type: mrr_at_5
value: 85.167
verified: no, type: ndcg_at_1
value: 72
verified: no, type: ndcg_at_10
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verified: no, type: ndcg_at_100
value: 45.739999999999995
verified: no, type: ndcg_at_1000
value: 41.875
verified: no, type: ndcg_at_3
value: 68.162
verified: no, type: ndcg_at_5
value: 65.666
verified: no, type: precision_at_1
value: 76
verified: no, type: precision_at_10
value: 66.4
verified: no, type: precision_at_100
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verified: no, type: precision_at_1000
value: 18.996
verified: no, type: precision_at_3
value: 72.667
verified: no, type: precision_at_5
value: 68.4
verified: no, type: recall_at_1
value: 0.2
verified: no, type: recall_at_10
value: 1.712
verified: no, type: recall_at_100
value: 10.896
verified: no, type: recall_at_1000
value: 40.115
verified: no, type: recall_at_3
value: 0.594
verified: no, type: recall_at_5
value: 0.889
verified: no, task: type: Retrieval
dataset: type: webis-touche2020
name: MTEB Touche2020
config: default
split: test
revision: None
metrics: type: map_at_1
value: 1.0619999999999998
verified: no, type: map_at_10
value: 5.611
verified: no, type: map_at_100
value: 8.841000000000001
verified: no, type: map_at_1000
value: 10.154
verified: no, type: map_at_3
value: 2.7720000000000002
verified: no, type: map_at_5
value: 4.181
verified: no, type: mrr_at_1
value: 14.285999999999998
verified: no, type: mrr_at_10
value: 26.249
verified: no, type: mrr_at_100
value: 28.046
verified: no, type: mrr_at_1000
value: 28.083000000000002
verified: no, type: mrr_at_3
value: 21.769
verified: no, type: mrr_at_5
value: 24.524
verified: no, type: ndcg_at_1
value: 11.224
verified: no, type: ndcg_at_10
value: 12.817
verified: no, type: ndcg_at_100
value: 23.183999999999997
verified: no, type: ndcg_at_1000
value: 35.099000000000004
verified: no, type: ndcg_at_3
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verified: no, type: ndcg_at_5
value: 12.016
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: 1.294
verified: no, type: precision_at_3
value: 13.605
verified: no, type: precision_at_5
value: 13.877999999999998
verified: no, type: recall_at_1
value: 1.0619999999999998
verified: no, type: recall_at_10
value: 10.377
verified: no, type: recall_at_100
value: 34.77
verified: no, type: recall_at_1000
value: 70.875
verified: no, type: recall_at_3
value: 3.688
verified: no, type: recall_at_5
value: 6.2509999999999994
verified: no, task: type: Classification
dataset: type: mteb/toxic_conversations_50k
name: MTEB ToxicConversationsClassification
config: default
split: test
revision: d7c0de2777da35d6aae2200a62c6e0e5af397c4c
metrics: type: accuracy
value: 71.8488
verified: no, type: ap
value: 15.590122317097372
verified: no, type: f1
value: 55.86108396102662
verified: no, task: type: Classification
dataset: type: mteb/tweet_sentiment_extraction
name: MTEB TweetSentimentExtractionClassification
config: default
split: test
revision: d604517c81ca91fe16a244d1248fc021f9ecee7a
metrics: type: accuracy
value: 57.61460101867573
verified: no, type: f1
value: 57.8678726826158
verified: no, task: type: Clustering
dataset: type: mteb/twentynewsgroups-clustering
name: MTEB TwentyNewsgroupsClustering
config: default
split: test
revision: 6125ec4e24fa026cec8a478383ee943acfbd5449
metrics: type: v_measure
value: 32.01459876897588
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: 84.1032365738809
verified: no, type: cos_sim_ap
value: 66.60137415520323
verified: no, type: cos_sim_f1
value: 62.12845010615712
verified: no, type: cos_sim_precision
value: 62.493326214628944
verified: no, type: cos_sim_recall
value: 61.76781002638523
verified: no, type: dot_accuracy
value: 81.85015199380103
verified: no, type: dot_ap
value: 58.854644211365084
verified: no, type: dot_f1
value: 56.15180082185158
verified: no, type: dot_precision
value: 51.806422836752894
verified: no, type: dot_recall
value: 61.2928759894459
verified: no, type: euclidean_accuracy
value: 83.6681170650295
verified: no, type: euclidean_ap
value: 64.93555585305603
verified: no, type: euclidean_f1
value: 61.02775195857125
verified: no, type: euclidean_precision
value: 61.42742582197273
verified: no, type: euclidean_recall
value: 60.633245382585756
verified: no, type: manhattan_accuracy
value: 83.73368301841808
verified: no, type: manhattan_ap
value: 65.45422483039611
verified: no, type: manhattan_f1
value: 61.58552806597499
verified: no, type: manhattan_precision
value: 62.09763948497854
verified: no, type: manhattan_recall
value: 61.08179419525066
verified: no, type: max_accuracy
value: 84.1032365738809
verified: no, type: max_ap
value: 66.60137415520323
verified: no, type: max_f1
value: 62.12845010615712
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: 86.36628245430201
verified: no, type: cos_sim_ap
value: 79.29963896460292
verified: no, type: cos_sim_f1
value: 72.63895990066467
verified: no, type: cos_sim_precision
value: 69.09128803668196
verified: no, type: cos_sim_recall
value: 76.57068062827224
verified: no, type: dot_accuracy
value: 84.65091007878294
verified: no, type: dot_ap
value: 75.04883449222972
verified: no, type: dot_f1
value: 69.18569117382708
verified: no, type: dot_precision
value: 64.89512376070682
verified: no, type: dot_recall
value: 74.08376963350786
verified: no, type: euclidean_accuracy
value: 85.88116583226608
verified: no, type: euclidean_ap
value: 78.42687640324908
verified: no, type: euclidean_f1
value: 71.74350111107192
verified: no, type: euclidean_precision
value: 66.19800820152314
verified: no, type: euclidean_recall
value: 78.3030489682784
verified: no, type: manhattan_accuracy
value: 86.27508052935926
verified: no, type: manhattan_ap
value: 79.29581298930101
verified: no, type: manhattan_f1
value: 72.51838235294117
verified: no, type: manhattan_precision
value: 67.03921568627452
verified: no, type: manhattan_recall
value: 78.97289805974745
verified: no, type: max_accuracy
value: 86.36628245430201
verified: no, type: max_ap
value: 79.29963896460292
verified: no, type: max_f1
value: 72.63895990066467
verified: no
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Created: 2024-04-30 02:45:32