Model: McGill-NLP/LLM2Vec-Llama-2-7b-chat-hf-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-Llama-2-unsupervised
results: task: type: Classification
dataset: type: mteb/amazon_counterfactual
name: MTEB AmazonCounterfactualClassification (en)
config: en
split: test
revision: e8379541af4e31359cca9fbcf4b00f2671dba205
metrics: type: accuracy
value: 76.91044776119402
verified: no, type: ap
value: 41.73039886859448
verified: no, type: f1
value: 71.49663106134554
verified: no, task: type: Classification
dataset: type: mteb/amazon_polarity
name: MTEB AmazonPolarityClassification
config: default
split: test
revision: e2d317d38cd51312af73b3d32a06d1a08b442046
metrics: type: accuracy
value: 79.0549
verified: no, type: ap
value: 74.50419535911905
verified: no, type: f1
value: 78.87370110570745
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: 40.07999999999999
verified: no, type: f1
value: 39.74598250149754
verified: no, task: type: Retrieval
dataset: type: arguana
name: MTEB ArguAna
config: default
split: test
revision: None
metrics: type: map_at_1
value: 22.973
verified: no, type: map_at_10
value: 38.217
verified: no, type: map_at_100
value: 39.247
verified: no, type: map_at_1000
value: 39.263
verified: no, type: map_at_3
value: 33.108
verified: no, type: map_at_5
value: 35.942
verified: no, type: mrr_at_1
value: 23.755000000000003
verified: no, type: mrr_at_10
value: 38.495000000000005
verified: no, type: mrr_at_100
value: 39.525
verified: no, type: mrr_at_1000
value: 39.541
verified: no, type: mrr_at_3
value: 33.333
verified: no, type: mrr_at_5
value: 36.221
verified: no, type: ndcg_at_1
value: 22.973
verified: no, type: ndcg_at_10
value: 47.093
verified: no, type: ndcg_at_100
value: 51.745
verified: no, type: ndcg_at_1000
value: 52.126
verified: no, type: ndcg_at_3
value: 36.473
verified: no, type: ndcg_at_5
value: 41.591
verified: no, type: precision_at_1
value: 22.973
verified: no, type: precision_at_10
value: 7.568
verified: no, type: precision_at_100
value: 0.966
verified: no, type: precision_at_1000
value: 0.1
verified: no, type: precision_at_3
value: 15.409999999999998
verified: no, type: precision_at_5
value: 11.735
verified: no, type: recall_at_1
value: 22.973
verified: no, type: recall_at_10
value: 75.676
verified: no, type: recall_at_100
value: 96.586
verified: no, type: recall_at_1000
value: 99.502
verified: no, type: recall_at_3
value: 46.23
verified: no, type: recall_at_5
value: 58.677
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: 47.808566636089296
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: 40.53253525071289
verified: no, task: type: Reranking
dataset: type: mteb/askubuntudupquestions-reranking
name: MTEB AskUbuntuDupQuestions
config: default
split: test
revision: 2000358ca161889fa9c082cb41daa8dcfb161a54
metrics: type: map
value: 55.564312661366564
verified: no, type: mrr
value: 69.24526227850326
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: 82.40790181633206
verified: no, task: type: Classification
dataset: type: mteb/banking77
name: MTEB Banking77Classification
config: default
split: test
revision: 0fd18e25b25c072e09e0d92ab615fda904d66300
metrics: type: accuracy
value: 84.64935064935064
verified: no, type: f1
value: 84.59305945931867
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: 38.11916694447953
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: 31.248648913887024
verified: no, task: type: Retrieval
dataset: type: cqadupstack/android
name: MTEB CQADupstackAndroidRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 24.483
verified: no, type: map_at_10
value: 34.549
verified: no, type: map_at_100
value: 36.106
verified: no, type: map_at_1000
value: 36.253
verified: no, type: map_at_3
value: 31.313999999999997
verified: no, type: map_at_5
value: 32.987
verified: no, type: mrr_at_1
value: 32.046
verified: no, type: mrr_at_10
value: 41.217999999999996
verified: no, type: mrr_at_100
value: 42.068
verified: no, type: mrr_at_1000
value: 42.126999999999995
verified: no, type: mrr_at_3
value: 38.746
verified: no, type: mrr_at_5
value: 40.083
verified: no, type: ndcg_at_1
value: 32.046
verified: no, type: ndcg_at_10
value: 40.927
verified: no, type: ndcg_at_100
value: 46.5
verified: no, type: ndcg_at_1000
value: 49.043
verified: no, type: ndcg_at_3
value: 36.448
verified: no, type: ndcg_at_5
value: 38.199
verified: no, type: precision_at_1
value: 32.046
verified: no, type: precision_at_10
value: 8.484
verified: no, type: precision_at_100
value: 1.443
verified: no, type: precision_at_1000
value: 0.2
verified: no, type: precision_at_3
value: 18.407
verified: no, type: precision_at_5
value: 13.419
verified: no, type: recall_at_1
value: 24.483
verified: no, type: recall_at_10
value: 51.946999999999996
verified: no, type: recall_at_100
value: 75.842
verified: no, type: recall_at_1000
value: 93.368
verified: no, type: recall_at_3
value: 38.023
verified: no, type: recall_at_5
value: 43.356
verified: no, task: type: Retrieval
dataset: type: cqadupstack/english
name: MTEB CQADupstackEnglishRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 27.090999999999998
verified: no, type: map_at_10
value: 36.106
verified: no, type: map_at_100
value: 37.188
verified: no, type: map_at_1000
value: 37.32
verified: no, type: map_at_3
value: 33.293
verified: no, type: map_at_5
value: 34.755
verified: no, type: mrr_at_1
value: 35.86
verified: no, type: mrr_at_10
value: 42.979
verified: no, type: mrr_at_100
value: 43.619
verified: no, type: mrr_at_1000
value: 43.669999999999995
verified: no, type: mrr_at_3
value: 40.849000000000004
verified: no, type: mrr_at_5
value: 41.964
verified: no, type: ndcg_at_1
value: 35.86
verified: no, type: ndcg_at_10
value: 41.676
verified: no, type: ndcg_at_100
value: 45.678000000000004
verified: no, type: ndcg_at_1000
value: 47.99
verified: no, type: ndcg_at_3
value: 37.862
verified: no, type: ndcg_at_5
value: 39.342
verified: no, type: precision_at_1
value: 35.86
verified: no, type: precision_at_10
value: 8.178
verified: no, type: precision_at_100
value: 1.308
verified: no, type: precision_at_1000
value: 0.182
verified: no, type: precision_at_3
value: 18.662
verified: no, type: precision_at_5
value: 13.172
verified: no, type: recall_at_1
value: 27.090999999999998
verified: no, type: recall_at_10
value: 50.407999999999994
verified: no, type: recall_at_100
value: 68.27499999999999
verified: no, type: recall_at_1000
value: 83.155
verified: no, type: recall_at_3
value: 38.259
verified: no, type: recall_at_5
value: 43.096000000000004
verified: no, task: type: Retrieval
dataset: type: cqadupstack/gaming
name: MTEB CQADupstackGamingRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 32.01
verified: no, type: map_at_10
value: 42.915
verified: no, type: map_at_100
value: 44.096000000000004
verified: no, type: map_at_1000
value: 44.175
verified: no, type: map_at_3
value: 40.283
verified: no, type: map_at_5
value: 41.744
verified: no, type: mrr_at_1
value: 37.68
verified: no, type: mrr_at_10
value: 46.929
verified: no, type: mrr_at_100
value: 47.75
verified: no, type: mrr_at_1000
value: 47.795
verified: no, type: mrr_at_3
value: 44.713
verified: no, type: mrr_at_5
value: 45.885
verified: no, type: ndcg_at_1
value: 37.68
verified: no, type: ndcg_at_10
value: 48.453
verified: no, type: ndcg_at_100
value: 53.494
verified: no, type: ndcg_at_1000
value: 55.169000000000004
verified: no, type: ndcg_at_3
value: 43.834
verified: no, type: ndcg_at_5
value: 45.926
verified: no, type: precision_at_1
value: 37.68
verified: no, type: precision_at_10
value: 7.906000000000001
verified: no, type: precision_at_100
value: 1.135
verified: no, type: precision_at_1000
value: 0.134
verified: no, type: precision_at_3
value: 20.041999999999998
verified: no, type: precision_at_5
value: 13.58
verified: no, type: recall_at_1
value: 32.01
verified: no, type: recall_at_10
value: 61.049
verified: no, type: recall_at_100
value: 83.182
verified: no, type: recall_at_1000
value: 95.279
verified: no, type: recall_at_3
value: 48.407
verified: no, type: recall_at_5
value: 53.748
verified: no, task: type: Retrieval
dataset: type: cqadupstack/gis
name: MTEB CQADupstackGisRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 14.511
verified: no, type: map_at_10
value: 20.305999999999997
verified: no, type: map_at_100
value: 21.307000000000002
verified: no, type: map_at_1000
value: 21.419
verified: no, type: map_at_3
value: 18.376
verified: no, type: map_at_5
value: 19.421
verified: no, type: mrr_at_1
value: 16.045
verified: no, type: mrr_at_10
value: 22.002
verified: no, type: mrr_at_100
value: 22.986
verified: no, type: mrr_at_1000
value: 23.071
verified: no, type: mrr_at_3
value: 20.264
verified: no, type: mrr_at_5
value: 21.173000000000002
verified: no, type: ndcg_at_1
value: 16.045
verified: no, type: ndcg_at_10
value: 23.953
verified: no, type: ndcg_at_100
value: 29.201
verified: no, type: ndcg_at_1000
value: 32.366
verified: no, type: ndcg_at_3
value: 20.136000000000003
verified: no, type: ndcg_at_5
value: 21.859
verified: no, type: precision_at_1
value: 16.045
verified: no, type: precision_at_10
value: 3.8760000000000003
verified: no, type: precision_at_100
value: 0.696
verified: no, type: precision_at_1000
value: 0.101
verified: no, type: precision_at_3
value: 8.776
verified: no, type: precision_at_5
value: 6.282
verified: no, type: recall_at_1
value: 14.511
verified: no, type: recall_at_10
value: 33.707
verified: no, type: recall_at_100
value: 58.182
verified: no, type: recall_at_1000
value: 82.845
verified: no, type: recall_at_3
value: 23.206
verified: no, type: recall_at_5
value: 27.311999999999998
verified: no, task: type: Retrieval
dataset: type: cqadupstack/mathematica
name: MTEB CQADupstackMathematicaRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 9.762
verified: no, type: map_at_10
value: 15.495000000000001
verified: no, type: map_at_100
value: 16.637
verified: no, type: map_at_1000
value: 16.786
verified: no, type: map_at_3
value: 13.62
verified: no, type: map_at_5
value: 14.655999999999999
verified: no, type: mrr_at_1
value: 12.934999999999999
verified: no, type: mrr_at_10
value: 18.985
verified: no, type: mrr_at_100
value: 20.079
verified: no, type: mrr_at_1000
value: 20.177999999999997
verified: no, type: mrr_at_3
value: 16.977999999999998
verified: no, type: mrr_at_5
value: 18.197
verified: no, type: ndcg_at_1
value: 12.934999999999999
verified: no, type: ndcg_at_10
value: 19.444
verified: no, type: ndcg_at_100
value: 25.108999999999998
verified: no, type: ndcg_at_1000
value: 28.804999999999996
verified: no, type: ndcg_at_3
value: 15.93
verified: no, type: ndcg_at_5
value: 17.57
verified: no, type: precision_at_1
value: 12.934999999999999
verified: no, type: precision_at_10
value: 3.856
verified: no, type: precision_at_100
value: 0.765
verified: no, type: precision_at_1000
value: 0.124
verified: no, type: precision_at_3
value: 8.043
verified: no, type: precision_at_5
value: 6.095
verified: no, type: recall_at_1
value: 9.762
verified: no, type: recall_at_10
value: 28.216
verified: no, type: recall_at_100
value: 53.28000000000001
verified: no, type: recall_at_1000
value: 79.64099999999999
verified: no, type: recall_at_3
value: 18.335
verified: no, type: recall_at_5
value: 22.435
verified: no, task: type: Retrieval
dataset: type: cqadupstack/physics
name: MTEB CQADupstackPhysicsRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 21.770999999999997
verified: no, type: map_at_10
value: 30.837999999999997
verified: no, type: map_at_100
value: 32.327
verified: no, type: map_at_1000
value: 32.464999999999996
verified: no, type: map_at_3
value: 27.891
verified: no, type: map_at_5
value: 29.433
verified: no, type: mrr_at_1
value: 27.622999999999998
verified: no, type: mrr_at_10
value: 36.293
verified: no, type: mrr_at_100
value: 37.221
verified: no, type: mrr_at_1000
value: 37.288
verified: no, type: mrr_at_3
value: 33.574
verified: no, type: mrr_at_5
value: 35.085
verified: no, type: ndcg_at_1
value: 27.622999999999998
verified: no, type: ndcg_at_10
value: 36.784
verified: no, type: ndcg_at_100
value: 43.033
verified: no, type: ndcg_at_1000
value: 45.616
verified: no, type: ndcg_at_3
value: 31.694
verified: no, type: ndcg_at_5
value: 33.909
verified: no, type: precision_at_1
value: 27.622999999999998
verified: no, type: precision_at_10
value: 7.141
verified: no, type: precision_at_100
value: 1.24
verified: no, type: precision_at_1000
value: 0.165
verified: no, type: precision_at_3
value: 15.623999999999999
verified: no, type: precision_at_5
value: 11.338
verified: no, type: recall_at_1
value: 21.770999999999997
verified: no, type: recall_at_10
value: 49.318
verified: no, type: recall_at_100
value: 75.779
verified: no, type: recall_at_1000
value: 92.729
verified: no, type: recall_at_3
value: 34.685
verified: no, type: recall_at_5
value: 40.546
verified: no, task: type: Retrieval
dataset: type: cqadupstack/programmers
name: MTEB CQADupstackProgrammersRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 20.156
verified: no, type: map_at_10
value: 27.732
verified: no, type: map_at_100
value: 29.002
verified: no, type: map_at_1000
value: 29.149
verified: no, type: map_at_3
value: 25.044
verified: no, type: map_at_5
value: 26.586
verified: no, type: mrr_at_1
value: 25.457
verified: no, type: mrr_at_10
value: 32.799
verified: no, type: mrr_at_100
value: 33.756
verified: no, type: mrr_at_1000
value: 33.833
verified: no, type: mrr_at_3
value: 30.497999999999998
verified: no, type: mrr_at_5
value: 31.857000000000003
verified: no, type: ndcg_at_1
value: 25.457
verified: no, type: ndcg_at_10
value: 32.59
verified: no, type: ndcg_at_100
value: 38.336
verified: no, type: ndcg_at_1000
value: 41.475
verified: no, type: ndcg_at_3
value: 28.166000000000004
verified: no, type: ndcg_at_5
value: 30.281000000000002
verified: no, type: precision_at_1
value: 25.457
verified: no, type: precision_at_10
value: 6.062
verified: no, type: precision_at_100
value: 1.083
verified: no, type: precision_at_1000
value: 0.156
verified: no, type: precision_at_3
value: 13.661000000000001
verified: no, type: precision_at_5
value: 9.886000000000001
verified: no, type: recall_at_1
value: 20.156
verified: no, type: recall_at_10
value: 42.191
verified: no, type: recall_at_100
value: 66.953
verified: no, type: recall_at_1000
value: 88.91
verified: no, type: recall_at_3
value: 29.86
verified: no, type: recall_at_5
value: 35.553000000000004
verified: no, task: type: Retrieval
dataset: type: mteb/cqadupstack
name: MTEB CQADupstackRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 18.901250000000005
verified: no, type: map_at_10
value: 26.13458333333333
verified: no, type: map_at_100
value: 27.282833333333333
verified: no, type: map_at_1000
value: 27.416749999999997
verified: no, type: map_at_3
value: 23.753500000000003
verified: no, type: map_at_5
value: 25.076833333333337
verified: no, type: mrr_at_1
value: 23.560500000000005
verified: no, type: mrr_at_10
value: 30.31466666666666
verified: no, type: mrr_at_100
value: 31.217249999999996
verified: no, type: mrr_at_1000
value: 31.29225
verified: no, type: mrr_at_3
value: 28.16208333333333
verified: no, type: mrr_at_5
value: 29.39025
verified: no, type: ndcg_at_1
value: 23.560500000000005
verified: no, type: ndcg_at_10
value: 30.780500000000004
verified: no, type: ndcg_at_100
value: 36.003083333333336
verified: no, type: ndcg_at_1000
value: 38.918166666666664
verified: no, type: ndcg_at_3
value: 26.735249999999994
verified: no, type: ndcg_at_5
value: 28.60558333333333
verified: no, type: precision_at_1
value: 23.560500000000005
verified: no, type: precision_at_10
value: 5.700583333333334
verified: no, type: precision_at_100
value: 1.0015
verified: no, type: precision_at_1000
value: 0.14475
verified: no, type: precision_at_3
value: 12.736749999999999
verified: no, type: precision_at_5
value: 9.230666666666666
verified: no, type: recall_at_1
value: 18.901250000000005
verified: no, type: recall_at_10
value: 40.4075
verified: no, type: recall_at_100
value: 63.96683333333333
verified: no, type: recall_at_1000
value: 84.86883333333333
verified: no, type: recall_at_3
value: 28.79183333333334
verified: no, type: recall_at_5
value: 33.7335
verified: no, task: type: Retrieval
dataset: type: cqadupstack/stats
name: MTEB CQADupstackStatsRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 15.977
verified: no, type: map_at_10
value: 21.612000000000002
verified: no, type: map_at_100
value: 22.519
verified: no, type: map_at_1000
value: 22.633
verified: no, type: map_at_3
value: 19.766000000000002
verified: no, type: map_at_5
value: 20.855999999999998
verified: no, type: mrr_at_1
value: 19.017999999999997
verified: no, type: mrr_at_10
value: 24.310000000000002
verified: no, type: mrr_at_100
value: 25.206
verified: no, type: mrr_at_1000
value: 25.295
verified: no, type: mrr_at_3
value: 22.52
verified: no, type: mrr_at_5
value: 23.586
verified: no, type: ndcg_at_1
value: 19.017999999999997
verified: no, type: ndcg_at_10
value: 25.024
verified: no, type: ndcg_at_100
value: 29.942999999999998
verified: no, type: ndcg_at_1000
value: 33.059
verified: no, type: ndcg_at_3
value: 21.654
verified: no, type: ndcg_at_5
value: 23.347
verified: no, type: precision_at_1
value: 19.017999999999997
verified: no, type: precision_at_10
value: 4.1259999999999994
verified: no, type: precision_at_100
value: 0.719
verified: no, type: precision_at_1000
value: 0.106
verified: no, type: precision_at_3
value: 9.714
verified: no, type: precision_at_5
value: 7.025
verified: no, type: recall_at_1
value: 15.977
verified: no, type: recall_at_10
value: 33.012
verified: no, type: recall_at_100
value: 56.201
verified: no, type: recall_at_1000
value: 79.837
verified: no, type: recall_at_3
value: 23.551
verified: no, type: recall_at_5
value: 27.733
verified: no, task: type: Retrieval
dataset: type: cqadupstack/tex
name: MTEB CQADupstackTexRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 10.26
verified: no, type: map_at_10
value: 14.248
verified: no, type: map_at_100
value: 15.095
verified: no, type: map_at_1000
value: 15.22
verified: no, type: map_at_3
value: 12.7
verified: no, type: map_at_5
value: 13.492999999999999
verified: no, type: mrr_at_1
value: 13.73
verified: no, type: mrr_at_10
value: 17.964
verified: no, type: mrr_at_100
value: 18.748
verified: no, type: mrr_at_1000
value: 18.842
verified: no, type: mrr_at_3
value: 16.34
verified: no, type: mrr_at_5
value: 17.205000000000002
verified: no, type: ndcg_at_1
value: 13.73
verified: no, type: ndcg_at_10
value: 17.429
verified: no, type: ndcg_at_100
value: 21.856
verified: no, type: ndcg_at_1000
value: 25.251
verified: no, type: ndcg_at_3
value: 14.667
verified: no, type: ndcg_at_5
value: 15.790000000000001
verified: no, type: precision_at_1
value: 13.73
verified: no, type: precision_at_10
value: 3.4099999999999997
verified: no, type: precision_at_100
value: 0.6839999999999999
verified: no, type: precision_at_1000
value: 0.11399999999999999
verified: no, type: precision_at_3
value: 7.202999999999999
verified: no, type: precision_at_5
value: 5.299
verified: no, type: recall_at_1
value: 10.26
verified: no, type: recall_at_10
value: 23.54
verified: no, type: recall_at_100
value: 44.085
verified: no, type: recall_at_1000
value: 69.233
verified: no, type: recall_at_3
value: 15.387999999999998
verified: no, type: recall_at_5
value: 18.467
verified: no, task: type: Retrieval
dataset: type: cqadupstack/unix
name: MTEB CQADupstackUnixRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 18.695
verified: no, type: map_at_10
value: 25.752000000000002
verified: no, type: map_at_100
value: 26.810000000000002
verified: no, type: map_at_1000
value: 26.931
verified: no, type: map_at_3
value: 23.205000000000002
verified: no, type: map_at_5
value: 24.792
verified: no, type: mrr_at_1
value: 23.134
verified: no, type: mrr_at_10
value: 30.176
verified: no, type: mrr_at_100
value: 31.087999999999997
verified: no, type: mrr_at_1000
value: 31.162
verified: no, type: mrr_at_3
value: 27.766999999999996
verified: no, type: mrr_at_5
value: 29.321
verified: no, type: ndcg_at_1
value: 23.134
verified: no, type: ndcg_at_10
value: 30.427
verified: no, type: ndcg_at_100
value: 35.839999999999996
verified: no, type: ndcg_at_1000
value: 38.675
verified: no, type: ndcg_at_3
value: 25.959
verified: no, type: ndcg_at_5
value: 28.364
verified: no, type: precision_at_1
value: 23.134
verified: no, type: precision_at_10
value: 5.466
verified: no, type: precision_at_100
value: 0.9259999999999999
verified: no, type: precision_at_1000
value: 0.128
verified: no, type: precision_at_3
value: 12.127
verified: no, type: precision_at_5
value: 8.993
verified: no, type: recall_at_1
value: 18.695
verified: no, type: recall_at_10
value: 40.345
verified: no, type: recall_at_100
value: 65.009
verified: no, type: recall_at_1000
value: 85.368
verified: no, type: recall_at_3
value: 28.016999999999996
verified: no, type: recall_at_5
value: 34.211999999999996
verified: no, task: type: Retrieval
dataset: type: cqadupstack/webmasters
name: MTEB CQADupstackWebmastersRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 19.955000000000002
verified: no, type: map_at_10
value: 26.924999999999997
verified: no, type: map_at_100
value: 28.260999999999996
verified: no, type: map_at_1000
value: 28.499999999999996
verified: no, type: map_at_3
value: 24.282
verified: no, type: map_at_5
value: 25.89
verified: no, type: mrr_at_1
value: 25.889
verified: no, type: mrr_at_10
value: 31.596999999999998
verified: no, type: mrr_at_100
value: 32.631
verified: no, type: mrr_at_1000
value: 32.702999999999996
verified: no, type: mrr_at_3
value: 29.182999999999996
verified: no, type: mrr_at_5
value: 30.705
verified: no, type: ndcg_at_1
value: 25.889
verified: no, type: ndcg_at_10
value: 32.094
verified: no, type: ndcg_at_100
value: 37.39
verified: no, type: ndcg_at_1000
value: 40.923
verified: no, type: ndcg_at_3
value: 27.815
verified: no, type: ndcg_at_5
value: 30.162
verified: no, type: precision_at_1
value: 25.889
verified: no, type: precision_at_10
value: 6.482
verified: no, type: precision_at_100
value: 1.374
verified: no, type: precision_at_1000
value: 0.231
verified: no, type: precision_at_3
value: 13.373
verified: no, type: precision_at_5
value: 10.356
verified: no, type: recall_at_1
value: 19.955000000000002
verified: no, type: recall_at_10
value: 41.157
verified: no, type: recall_at_100
value: 66.518
verified: no, type: recall_at_1000
value: 90.814
verified: no, type: recall_at_3
value: 28.319
verified: no, type: recall_at_5
value: 34.394999999999996
verified: no, task: type: Retrieval
dataset: type: cqadupstack/wordpress
name: MTEB CQADupstackWordpressRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 12.144
verified: no, type: map_at_10
value: 17.137
verified: no, type: map_at_100
value: 18.046
verified: no, type: map_at_1000
value: 18.15
verified: no, type: map_at_3
value: 15.268
verified: no, type: map_at_5
value: 16.309
verified: no, type: mrr_at_1
value: 13.309000000000001
verified: no, type: mrr_at_10
value: 18.523999999999997
verified: no, type: mrr_at_100
value: 19.455
verified: no, type: mrr_at_1000
value: 19.543
verified: no, type: mrr_at_3
value: 16.512999999999998
verified: no, type: mrr_at_5
value: 17.622
verified: no, type: ndcg_at_1
value: 13.309000000000001
verified: no, type: ndcg_at_10
value: 20.565
verified: no, type: ndcg_at_100
value: 25.657000000000004
verified: no, type: ndcg_at_1000
value: 28.646
verified: no, type: ndcg_at_3
value: 16.658
verified: no, type: ndcg_at_5
value: 18.518
verified: no, type: precision_at_1
value: 13.309000000000001
verified: no, type: precision_at_10
value: 3.42
verified: no, type: precision_at_100
value: 0.645
verified: no, type: precision_at_1000
value: 0.096
verified: no, type: precision_at_3
value: 7.2090000000000005
verified: no, type: precision_at_5
value: 5.323
verified: no, type: recall_at_1
value: 12.144
verified: no, type: recall_at_10
value: 30
verified: no, type: recall_at_100
value: 54.296
verified: no, type: recall_at_1000
value: 77.247
verified: no, type: recall_at_3
value: 19.451999999999998
verified: no, type: recall_at_5
value: 23.949
verified: no, task: type: Retrieval
dataset: type: climate-fever
name: MTEB ClimateFEVER
config: default
split: test
revision: None
metrics: type: map_at_1
value: 7.531000000000001
verified: no, type: map_at_10
value: 13.875000000000002
verified: no, type: map_at_100
value: 15.714
verified: no, type: map_at_1000
value: 15.934999999999999
verified: no, type: map_at_3
value: 11.204
verified: no, type: map_at_5
value: 12.373000000000001
verified: no, type: mrr_at_1
value: 16.547
verified: no, type: mrr_at_10
value: 26.889000000000003
verified: no, type: mrr_at_100
value: 28.194999999999997
verified: no, type: mrr_at_1000
value: 28.242
verified: no, type: mrr_at_3
value: 23.279
verified: no, type: mrr_at_5
value: 25.289
verified: no, type: ndcg_at_1
value: 16.547
verified: no, type: ndcg_at_10
value: 20.666999999999998
verified: no, type: ndcg_at_100
value: 28.896
verified: no, type: ndcg_at_1000
value: 32.843
verified: no, type: ndcg_at_3
value: 15.598999999999998
verified: no, type: ndcg_at_5
value: 17.238
verified: no, type: precision_at_1
value: 16.547
verified: no, type: precision_at_10
value: 6.958
verified: no, type: precision_at_100
value: 1.5810000000000002
verified: no, type: precision_at_1000
value: 0.231
verified: no, type: precision_at_3
value: 11.726
verified: no, type: precision_at_5
value: 9.472
verified: no, type: recall_at_1
value: 7.531000000000001
verified: no, type: recall_at_10
value: 26.726
verified: no, type: recall_at_100
value: 55.940999999999995
verified: no, type: recall_at_1000
value: 78.119
verified: no, type: recall_at_3
value: 14.815000000000001
verified: no, type: recall_at_5
value: 18.955
verified: no, task: type: Retrieval
dataset: type: dbpedia-entity
name: MTEB DBPedia
config: default
split: test
revision: None
metrics: type: map_at_1
value: 4.741
verified: no, type: map_at_10
value: 11.743
verified: no, type: map_at_100
value: 16.723
verified: no, type: map_at_1000
value: 17.813000000000002
verified: no, type: map_at_3
value: 8.017000000000001
verified: no, type: map_at_5
value: 9.655
verified: no, type: mrr_at_1
value: 40.25
verified: no, type: mrr_at_10
value: 52.244
verified: no, type: mrr_at_100
value: 52.933
verified: no, type: mrr_at_1000
value: 52.957
verified: no, type: mrr_at_3
value: 49.791999999999994
verified: no, type: mrr_at_5
value: 51.629000000000005
verified: no, type: ndcg_at_1
value: 30
verified: no, type: ndcg_at_10
value: 25.813000000000002
verified: no, type: ndcg_at_100
value: 31.075999999999997
verified: no, type: ndcg_at_1000
value: 38.242
verified: no, type: ndcg_at_3
value: 27.394000000000002
verified: no, type: ndcg_at_5
value: 26.395999999999997
verified: no, type: precision_at_1
value: 40.25
verified: no, type: precision_at_10
value: 22
verified: no, type: precision_at_100
value: 7.077999999999999
verified: no, type: precision_at_1000
value: 1.492
verified: no, type: precision_at_3
value: 32.833
verified: no, type: precision_at_5
value: 28.15
verified: no, type: recall_at_1
value: 4.741
verified: no, type: recall_at_10
value: 18.11
verified: no, type: recall_at_100
value: 40.617999999999995
verified: no, type: recall_at_1000
value: 63.92
verified: no, type: recall_at_3
value: 9.724
verified: no, type: recall_at_5
value: 13.333
verified: no, task: type: Classification
dataset: type: mteb/emotion
name: MTEB EmotionClassification
config: default
split: test
revision: 4f58c6b202a23cf9a4da393831edf4f9183cad37
metrics: type: accuracy
value: 46.575
verified: no, type: f1
value: 42.15253766150754
verified: no, task: type: Retrieval
dataset: type: fever
name: MTEB FEVER
config: default
split: test
revision: None
metrics: type: map_at_1
value: 24.676000000000002
verified: no, type: map_at_10
value: 36.666
verified: no, type: map_at_100
value: 37.613
verified: no, type: map_at_1000
value: 37.663000000000004
verified: no, type: map_at_3
value: 33.269999999999996
verified: no, type: map_at_5
value: 35.21
verified: no, type: mrr_at_1
value: 26.733
verified: no, type: mrr_at_10
value: 39.007999999999996
verified: no, type: mrr_at_100
value: 39.904
verified: no, type: mrr_at_1000
value: 39.944
verified: no, type: mrr_at_3
value: 35.591
verified: no, type: mrr_at_5
value: 37.544
verified: no, type: ndcg_at_1
value: 26.733
verified: no, type: ndcg_at_10
value: 43.477
verified: no, type: ndcg_at_100
value: 47.906
verified: no, type: ndcg_at_1000
value: 49.144
verified: no, type: ndcg_at_3
value: 36.606
verified: no, type: ndcg_at_5
value: 40.009
verified: no, type: precision_at_1
value: 26.733
verified: no, type: precision_at_10
value: 6.842
verified: no, type: precision_at_100
value: 0.9209999999999999
verified: no, type: precision_at_1000
value: 0.104
verified: no, type: precision_at_3
value: 15.906999999999998
verified: no, type: precision_at_5
value: 11.356
verified: no, type: recall_at_1
value: 24.676000000000002
verified: no, type: recall_at_10
value: 62.556999999999995
verified: no, type: recall_at_100
value: 82.43
verified: no, type: recall_at_1000
value: 91.738
verified: no, type: recall_at_3
value: 43.885000000000005
verified: no, type: recall_at_5
value: 52.054
verified: no, task: type: Retrieval
dataset: type: fiqa
name: MTEB FiQA2018
config: default
split: test
revision: None
metrics: type: map_at_1
value: 11.101999999999999
verified: no, type: map_at_10
value: 18.490000000000002
verified: no, type: map_at_100
value: 20.404
verified: no, type: map_at_1000
value: 20.631
verified: no, type: map_at_3
value: 15.6
verified: no, type: map_at_5
value: 17.169
verified: no, type: mrr_at_1
value: 22.531000000000002
verified: no, type: mrr_at_10
value: 30.429000000000002
verified: no, type: mrr_at_100
value: 31.537
verified: no, type: mrr_at_1000
value: 31.606
verified: no, type: mrr_at_3
value: 27.546
verified: no, type: mrr_at_5
value: 29.159000000000002
verified: no, type: ndcg_at_1
value: 22.531000000000002
verified: no, type: ndcg_at_10
value: 24.624
verified: no, type: ndcg_at_100
value: 32.836
verified: no, type: ndcg_at_1000
value: 36.992000000000004
verified: no, type: ndcg_at_3
value: 20.806
verified: no, type: ndcg_at_5
value: 22.292
verified: no, type: precision_at_1
value: 22.531000000000002
verified: no, type: precision_at_10
value: 7.176
verified: no, type: precision_at_100
value: 1.546
verified: no, type: precision_at_1000
value: 0.22799999999999998
verified: no, type: precision_at_3
value: 14.198
verified: no, type: precision_at_5
value: 11.019
verified: no, type: recall_at_1
value: 11.101999999999999
verified: no, type: recall_at_10
value: 30.86
verified: no, type: recall_at_100
value: 62.564
verified: no, type: recall_at_1000
value: 87.627
verified: no, type: recall_at_3
value: 18.721
verified: no, type: recall_at_5
value: 23.830000000000002
verified: no, task: type: Retrieval
dataset: type: hotpotqa
name: MTEB HotpotQA
config: default
split: test
revision: None
metrics: type: map_at_1
value: 27.474999999999998
verified: no, type: map_at_10
value: 39.342
verified: no, type: map_at_100
value: 40.458
verified: no, type: map_at_1000
value: 40.553
verified: no, type: map_at_3
value: 36.272999999999996
verified: no, type: map_at_5
value: 38.091
verified: no, type: mrr_at_1
value: 54.949000000000005
verified: no, type: mrr_at_10
value: 63.28
verified: no, type: mrr_at_100
value: 63.796
verified: no, type: mrr_at_1000
value: 63.821000000000005
verified: no, type: mrr_at_3
value: 61.41799999999999
verified: no, type: mrr_at_5
value: 62.522999999999996
verified: no, type: ndcg_at_1
value: 54.949000000000005
verified: no, type: ndcg_at_10
value: 48.461
verified: no, type: ndcg_at_100
value: 52.903999999999996
verified: no, type: ndcg_at_1000
value: 54.906
verified: no, type: ndcg_at_3
value: 43.428
verified: no, type: ndcg_at_5
value: 46.045
verified: no, type: precision_at_1
value: 54.949000000000005
verified: no, type: precision_at_10
value: 10.446
verified: no, type: precision_at_100
value: 1.397
verified: no, type: precision_at_1000
value: 0.166
verified: no, type: precision_at_3
value: 27.310000000000002
verified: no, type: precision_at_5
value: 18.458
verified: no, type: recall_at_1
value: 27.474999999999998
verified: no, type: recall_at_10
value: 52.227999999999994
verified: no, type: recall_at_100
value: 69.838
verified: no, type: recall_at_1000
value: 83.153
verified: no, type: recall_at_3
value: 40.966
verified: no, type: recall_at_5
value: 46.144
verified: no, task: type: Classification
dataset: type: mteb/imdb
name: MTEB ImdbClassification
config: default
split: test
revision: 3d86128a09e091d6018b6d26cad27f2739fc2db7
metrics: type: accuracy
value: 75.6784
verified: no, type: ap
value: 70.03950630113135
verified: no, type: f1
value: 75.38669491280882
verified: no, task: type: Retrieval
dataset: type: msmarco
name: MTEB MSMARCO
config: default
split: dev
revision: None
metrics: type: map_at_1
value: 8.182
verified: no, type: map_at_10
value: 14.597999999999999
verified: no, type: map_at_100
value: 15.795
verified: no, type: map_at_1000
value: 15.901000000000002
verified: no, type: map_at_3
value: 12.001000000000001
verified: no, type: map_at_5
value: 13.377
verified: no, type: mrr_at_1
value: 8.395
verified: no, type: mrr_at_10
value: 14.883
verified: no, type: mrr_at_100
value: 16.073999999999998
verified: no, type: mrr_at_1000
value: 16.174
verified: no, type: mrr_at_3
value: 12.267999999999999
verified: no, type: mrr_at_5
value: 13.658000000000001
verified: no, type: ndcg_at_1
value: 8.395
verified: no, type: ndcg_at_10
value: 18.81
verified: no, type: ndcg_at_100
value: 25.144
verified: no, type: ndcg_at_1000
value: 28.094
verified: no, type: ndcg_at_3
value: 13.366
verified: no, type: ndcg_at_5
value: 15.856
verified: no, type: precision_at_1
value: 8.395
verified: no, type: precision_at_10
value: 3.328
verified: no, type: precision_at_100
value: 0.657
verified: no, type: precision_at_1000
value: 0.091
verified: no, type: precision_at_3
value: 5.84
verified: no, type: precision_at_5
value: 4.765
verified: no, type: recall_at_1
value: 8.182
verified: no, type: recall_at_10
value: 32.151
verified: no, type: recall_at_100
value: 62.633
verified: no, type: recall_at_1000
value: 85.88
verified: no, type: recall_at_3
value: 17.069000000000003
verified: no, type: recall_at_5
value: 23.092
verified: no, task: type: Classification
dataset: type: mteb/mtop_domain
name: MTEB MTOPDomainClassification (en)
config: en
split: test
revision: d80d48c1eb48d3562165c59d59d0034df9fff0bf
metrics: type: accuracy
value: 94.3296853625171
verified: no, type: f1
value: 94.02246426051437
verified: no, task: type: Classification
dataset: type: mteb/mtop_intent
name: MTEB MTOPIntentClassification (en)
config: en
split: test
revision: ae001d0e6b1228650b7bd1c2c65fb50ad11a8aba
metrics: type: accuracy
value: 79.54172366621067
verified: no, type: f1
value: 60.47715992221304
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: 73.83994620040349
verified: no, type: f1
value: 70.84392062730345
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: 79.17283120376597
verified: no, type: f1
value: 78.83856078561683
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: 30.939561146943344
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: 28.0435406238161
verified: no, task: type: Reranking
dataset: type: mteb/mind_small
name: MTEB MindSmallReranking
config: default
split: test
revision: 3bdac13927fdc888b903db93b2ffdbd90b295a69
metrics: type: map
value: 30.860539801824743
verified: no, type: mrr
value: 31.993223906232455
verified: no, task: type: Retrieval
dataset: type: nfcorpus
name: MTEB NFCorpus
config: default
split: test
revision: None
metrics: type: map_at_1
value: 2.6759999999999997
verified: no, type: map_at_10
value: 8.365
verified: no, type: map_at_100
value: 10.949
verified: no, type: map_at_1000
value: 12.248000000000001
verified: no, type: map_at_3
value: 5.836
verified: no, type: map_at_5
value: 7.094
verified: no, type: mrr_at_1
value: 32.507999999999996
verified: no, type: mrr_at_10
value: 43.336999999999996
verified: no, type: mrr_at_100
value: 44.092
verified: no, type: mrr_at_1000
value: 44.125
verified: no, type: mrr_at_3
value: 40.402
verified: no, type: mrr_at_5
value: 42.214
verified: no, type: ndcg_at_1
value: 30.186
verified: no, type: ndcg_at_10
value: 26.806
verified: no, type: ndcg_at_100
value: 25.446999999999996
verified: no, type: ndcg_at_1000
value: 34.33
verified: no, type: ndcg_at_3
value: 30.159999999999997
verified: no, type: ndcg_at_5
value: 28.671999999999997
verified: no, type: precision_at_1
value: 31.579
verified: no, type: precision_at_10
value: 20.96
verified: no, type: precision_at_100
value: 6.885
verified: no, type: precision_at_1000
value: 1.9560000000000002
verified: no, type: precision_at_3
value: 29.825000000000003
verified: no, type: precision_at_5
value: 25.944
verified: no, type: recall_at_1
value: 2.6759999999999997
verified: no, type: recall_at_10
value: 13.715
verified: no, type: recall_at_100
value: 29.246
verified: no, type: recall_at_1000
value: 59.878
verified: no, type: recall_at_3
value: 7.6850000000000005
verified: no, type: recall_at_5
value: 10.559000000000001
verified: no, task: type: Retrieval
dataset: type: nq
name: MTEB NQ
config: default
split: test
revision: None
metrics: type: map_at_1
value: 14.999
verified: no, type: map_at_10
value: 26.229999999999997
verified: no, type: map_at_100
value: 27.77
verified: no, type: map_at_1000
value: 27.832
verified: no, type: map_at_3
value: 22.127
verified: no, type: map_at_5
value: 24.395
verified: no, type: mrr_at_1
value: 17.265
verified: no, type: mrr_at_10
value: 28.515
verified: no, type: mrr_at_100
value: 29.793999999999997
verified: no, type: mrr_at_1000
value: 29.837999999999997
verified: no, type: mrr_at_3
value: 24.609
verified: no, type: mrr_at_5
value: 26.790000000000003
verified: no, type: ndcg_at_1
value: 17.236
verified: no, type: ndcg_at_10
value: 33.207
verified: no, type: ndcg_at_100
value: 40.211000000000006
verified: no, type: ndcg_at_1000
value: 41.669
verified: no, type: ndcg_at_3
value: 25.013
verified: no, type: ndcg_at_5
value: 28.965999999999998
verified: no, type: precision_at_1
value: 17.236
verified: no, type: precision_at_10
value: 6.260000000000001
verified: no, type: precision_at_100
value: 1.015
verified: no, type: precision_at_1000
value: 0.11499999999999999
verified: no, type: precision_at_3
value: 12.032
verified: no, type: precision_at_5
value: 9.45
verified: no, type: recall_at_1
value: 14.999
verified: no, type: recall_at_10
value: 52.581
verified: no, type: recall_at_100
value: 83.918
verified: no, type: recall_at_1000
value: 94.735
verified: no, type: recall_at_3
value: 30.946
verified: no, type: recall_at_5
value: 40.136
verified: no, task: type: Retrieval
dataset: type: quora
name: MTEB QuoraRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 68.085
verified: no, type: map_at_10
value: 81.952
verified: no, type: map_at_100
value: 82.636
verified: no, type: map_at_1000
value: 82.65599999999999
verified: no, type: map_at_3
value: 78.83200000000001
verified: no, type: map_at_5
value: 80.793
verified: no, type: mrr_at_1
value: 78.45
verified: no, type: mrr_at_10
value: 85.35199999999999
verified: no, type: mrr_at_100
value: 85.483
verified: no, type: mrr_at_1000
value: 85.485
verified: no, type: mrr_at_3
value: 84.195
verified: no, type: mrr_at_5
value: 84.985
verified: no, type: ndcg_at_1
value: 78.46
verified: no, type: ndcg_at_10
value: 86.151
verified: no, type: ndcg_at_100
value: 87.589
verified: no, type: ndcg_at_1000
value: 87.737
verified: no, type: ndcg_at_3
value: 82.839
verified: no, type: ndcg_at_5
value: 84.67
verified: no, type: precision_at_1
value: 78.46
verified: no, type: precision_at_10
value: 13.114999999999998
verified: no, type: precision_at_100
value: 1.5190000000000001
verified: no, type: precision_at_1000
value: 0.156
verified: no, type: precision_at_3
value: 36.167
verified: no, type: precision_at_5
value: 23.921999999999997
verified: no, type: recall_at_1
value: 68.085
verified: no, type: recall_at_10
value: 94.28699999999999
verified: no, type: recall_at_100
value: 99.235
verified: no, type: recall_at_1000
value: 99.954
verified: no, type: recall_at_3
value: 84.941
verified: no, type: recall_at_5
value: 89.991
verified: no, task: type: Clustering
dataset: type: mteb/reddit-clustering
name: MTEB RedditClustering
config: default
split: test
revision: 24640382cdbf8abc73003fb0fa6d111a705499eb
metrics: type: v_measure
value: 42.84102304870842
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: 60.096590952185046
verified: no, task: type: Retrieval
dataset: type: scidocs
name: MTEB SCIDOCS
config: default
split: test
revision: None
metrics: type: map_at_1
value: 2.283
verified: no, type: map_at_10
value: 5.554
verified: no, type: map_at_100
value: 6.98
verified: no, type: map_at_1000
value: 7.324999999999999
verified: no, type: map_at_3
value: 3.9890000000000003
verified: no, type: map_at_5
value: 4.766
verified: no, type: mrr_at_1
value: 11.200000000000001
verified: no, type: mrr_at_10
value: 17.746000000000002
verified: no, type: mrr_at_100
value: 18.971
verified: no, type: mrr_at_1000
value: 19.1
verified: no, type: mrr_at_3
value: 15.15
verified: no, type: mrr_at_5
value: 16.619999999999997
verified: no, type: ndcg_at_1
value: 11.200000000000001
verified: no, type: ndcg_at_10
value: 10.001
verified: no, type: ndcg_at_100
value: 16.933
verified: no, type: ndcg_at_1000
value: 23.835
verified: no, type: ndcg_at_3
value: 9.005
verified: no, type: ndcg_at_5
value: 8.076
verified: no, type: precision_at_1
value: 11.200000000000001
verified: no, type: precision_at_10
value: 5.3
verified: no, type: precision_at_100
value: 1.5730000000000002
verified: no, type: precision_at_1000
value: 0.32299999999999995
verified: no, type: precision_at_3
value: 8.3
verified: no, type: precision_at_5
value: 7.12
verified: no, type: recall_at_1
value: 2.283
verified: no, type: recall_at_10
value: 10.775
verified: no, type: recall_at_100
value: 31.913000000000004
verified: no, type: recall_at_1000
value: 65.595
verified: no, type: recall_at_3
value: 5.0729999999999995
verified: no, type: recall_at_5
value: 7.228
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: 71.76588896280093
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: 65.3943089429597
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: 79.26435573752327
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: 72.98102120833857
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: 82.72040157931015
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: 81.020987615843
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: 86.69902762920725
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: 63.474026946359615
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: 78.32422438643496
verified: no, task: type: Reranking
dataset: type: mteb/scidocs-reranking
name: MTEB SciDocsRR
config: default
split: test
revision: d3c5e1fc0b855ab6097bf1cda04dd73947d7caab
metrics: type: map
value: 77.61818188370545
verified: no, type: mrr
value: 93.57944887356652
verified: no, task: type: Retrieval
dataset: type: scifact
name: MTEB SciFact
config: default
split: test
revision: None
metrics: type: map_at_1
value: 48.417
verified: no, type: map_at_10
value: 59.217
verified: no, type: map_at_100
value: 59.866
verified: no, type: map_at_1000
value: 59.91
verified: no, type: map_at_3
value: 56.302
verified: no, type: map_at_5
value: 58.252
verified: no, type: mrr_at_1
value: 51
verified: no, type: mrr_at_10
value: 60.368
verified: no, type: mrr_at_100
value: 60.901
verified: no, type: mrr_at_1000
value: 60.936
verified: no, type: mrr_at_3
value: 57.778
verified: no, type: mrr_at_5
value: 59.577999999999996
verified: no, type: ndcg_at_1
value: 51
verified: no, type: ndcg_at_10
value: 64.479
verified: no, type: ndcg_at_100
value: 67.37100000000001
verified: no, type: ndcg_at_1000
value: 68.367
verified: no, type: ndcg_at_3
value: 59.117
verified: no, type: ndcg_at_5
value: 62.283
verified: no, type: precision_at_1
value: 51
verified: no, type: precision_at_10
value: 8.833
verified: no, type: precision_at_100
value: 1.043
verified: no, type: precision_at_1000
value: 0.11299999999999999
verified: no, type: precision_at_3
value: 23.778
verified: no, type: precision_at_5
value: 16.067
verified: no, type: recall_at_1
value: 48.417
verified: no, type: recall_at_10
value: 79.567
verified: no, type: recall_at_100
value: 92.422
verified: no, type: recall_at_1000
value: 100
verified: no, type: recall_at_3
value: 65.011
verified: no, type: recall_at_5
value: 72.983
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: 99.63861386138613
verified: no, type: cos_sim_ap
value: 87.57401607596607
verified: no, type: cos_sim_f1
value: 81.18006103763987
verified: no, type: cos_sim_precision
value: 82.6086956521739
verified: no, type: cos_sim_recall
value: 79.80000000000001
verified: no, type: dot_accuracy
value: 99.36435643564356
verified: no, type: dot_ap
value: 67.10054414762459
verified: no, type: dot_f1
value: 62.686567164179095
verified: no, type: dot_precision
value: 70.08652657601978
verified: no, type: dot_recall
value: 56.699999999999996
verified: no, type: euclidean_accuracy
value: 99.6108910891089
verified: no, type: euclidean_ap
value: 85.27455886915234
verified: no, type: euclidean_f1
value: 79.41330539549503
verified: no, type: euclidean_precision
value: 83.3883388338834
verified: no, type: euclidean_recall
value: 75.8
verified: no, type: manhattan_accuracy
value: 99.62574257425743
verified: no, type: manhattan_ap
value: 86.03781248244218
verified: no, type: manhattan_f1
value: 80.23012552301255
verified: no, type: manhattan_precision
value: 84.10087719298247
verified: no, type: manhattan_recall
value: 76.7
verified: no, type: max_accuracy
value: 99.63861386138613
verified: no, type: max_ap
value: 87.57401607596607
verified: no, type: max_f1
value: 81.18006103763987
verified: no, task: type: Clustering
dataset: type: mteb/stackexchange-clustering
name: MTEB StackExchangeClustering
config: default
split: test
revision: 6cbc1f7b2bc0622f2e39d2c77fa502909748c259
metrics: type: v_measure
value: 65.11651958999349
verified: no, task: type: Clustering
dataset: type: mteb/stackexchange-clustering-p2p
name: MTEB StackExchangeClusteringP2P
config: default
split: test
revision: 815ca46b2622cec33ccafc3735d572c266efdb44
metrics: type: v_measure
value: 33.60581294647579
verified: no, task: type: Reranking
dataset: type: mteb/stackoverflowdupquestions-reranking
name: MTEB StackOverflowDupQuestions
config: default
split: test
revision: e185fbe320c72810689fc5848eb6114e1ef5ec69
metrics: type: map
value: 47.773753263238696
verified: no, type: mrr
value: 48.39623917748917
verified: no, task: type: Summarization
dataset: type: mteb/summeval
name: MTEB SummEval
config: default
split: test
revision: cda12ad7615edc362dbf25a00fdd61d3b1eaf93c
metrics: type: cos_sim_pearson
value: 31.564097570977395
verified: no, type: cos_sim_spearman
value: 31.380186846178056
verified: no, type: dot_pearson
value: 18.77679329172303
verified: no, type: dot_spearman
value: 20.468892673671043
verified: no, task: type: Retrieval
dataset: type: trec-covid
name: MTEB TRECCOVID
config: default
split: test
revision: None
metrics: type: map_at_1
value: 0.191
verified: no, type: map_at_10
value: 1.307
verified: no, type: map_at_100
value: 6.458
verified: no, type: map_at_1000
value: 16.785
verified: no, type: map_at_3
value: 0.47600000000000003
verified: no, type: map_at_5
value: 0.751
verified: no, type: mrr_at_1
value: 72
verified: no, type: mrr_at_10
value: 81.175
verified: no, type: mrr_at_100
value: 81.229
verified: no, type: mrr_at_1000
value: 81.229
verified: no, type: mrr_at_3
value: 79.667
verified: no, type: mrr_at_5
value: 80.667
verified: no, type: ndcg_at_1
value: 68
verified: no, type: ndcg_at_10
value: 60.672000000000004
verified: no, type: ndcg_at_100
value: 43.114000000000004
verified: no, type: ndcg_at_1000
value: 40.459
verified: no, type: ndcg_at_3
value: 65.642
verified: no, type: ndcg_at_5
value: 64.033
verified: no, type: precision_at_1
value: 72
verified: no, type: precision_at_10
value: 63
verified: no, type: precision_at_100
value: 43.82
verified: no, type: precision_at_1000
value: 18.758
verified: no, type: precision_at_3
value: 68
verified: no, type: precision_at_5
value: 67.60000000000001
verified: no, type: recall_at_1
value: 0.191
verified: no, type: recall_at_10
value: 1.585
verified: no, type: recall_at_100
value: 10.113999999999999
verified: no, type: recall_at_1000
value: 38.83
verified: no, type: recall_at_3
value: 0.514
verified: no, type: recall_at_5
value: 0.853
verified: no, task: type: Retrieval
dataset: type: webis-touche2020
name: MTEB Touche2020
config: default
split: test
revision: None
metrics: type: map_at_1
value: 0.857
verified: no, type: map_at_10
value: 4.154
verified: no, type: map_at_100
value: 7.1819999999999995
verified: no, type: map_at_1000
value: 8.501
verified: no, type: map_at_3
value: 2.3369999999999997
verified: no, type: map_at_5
value: 2.573
verified: no, type: mrr_at_1
value: 8.163
verified: no, type: mrr_at_10
value: 20.305
verified: no, type: mrr_at_100
value: 22.334
verified: no, type: mrr_at_1000
value: 22.397
verified: no, type: mrr_at_3
value: 17.347
verified: no, type: mrr_at_5
value: 18.673000000000002
verified: no, type: ndcg_at_1
value: 6.122
verified: no, type: ndcg_at_10
value: 10.18
verified: no, type: ndcg_at_100
value: 20.735999999999997
verified: no, type: ndcg_at_1000
value: 32.897999999999996
verified: no, type: ndcg_at_3
value: 10.299999999999999
verified: no, type: ndcg_at_5
value: 8.981
verified: no, type: precision_at_1
value: 8.163
verified: no, type: precision_at_10
value: 10.204
verified: no, type: precision_at_100
value: 5.061
verified: no, type: precision_at_1000
value: 1.276
verified: no, type: precision_at_3
value: 14.285999999999998
verified: no, type: precision_at_5
value: 10.612
verified: no, type: recall_at_1
value: 0.857
verified: no, type: recall_at_10
value: 8.57
verified: no, type: recall_at_100
value: 33.215
verified: no, type: recall_at_1000
value: 70.488
verified: no, type: recall_at_3
value: 3.527
verified: no, type: recall_at_5
value: 4.194
verified: no, task: type: Classification
dataset: type: mteb/toxic_conversations_50k
name: MTEB ToxicConversationsClassification
config: default
split: test
revision: d7c0de2777da35d6aae2200a62c6e0e5af397c4c
metrics: type: accuracy
value: 71.8126
verified: no, type: ap
value: 15.399874831474428
verified: no, type: f1
value: 55.733319106134225
verified: no, task: type: Classification
dataset: type: mteb/tweet_sentiment_extraction
name: MTEB TweetSentimentExtractionClassification
config: default
split: test
revision: d604517c81ca91fe16a244d1248fc021f9ecee7a
metrics: type: accuracy
value: 57.167515563101304
verified: no, type: f1
value: 57.493718365420854
verified: no, task: type: Clustering
dataset: type: mteb/twentynewsgroups-clustering
name: MTEB TwentyNewsgroupsClustering
config: default
split: test
revision: 6125ec4e24fa026cec8a478383ee943acfbd5449
metrics: type: v_measure
value: 30.761111606661984
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: 83.90057817249806
verified: no, type: cos_sim_ap
value: 65.13897428351787
verified: no, type: cos_sim_f1
value: 61.042677616025884
verified: no, type: cos_sim_precision
value: 57.75841770661644
verified: no, type: cos_sim_recall
value: 64.72295514511873
verified: no, type: dot_accuracy
value: 80.60439887941826
verified: no, type: dot_ap
value: 55.55250665214204
verified: no, type: dot_f1
value: 54.91251682368774
verified: no, type: dot_precision
value: 47.75653531018338
verified: no, type: dot_recall
value: 64.5910290237467
verified: no, type: euclidean_accuracy
value: 83.30452405078381
verified: no, type: euclidean_ap
value: 62.67995656680978
verified: no, type: euclidean_f1
value: 59.421025901472824
verified: no, type: euclidean_precision
value: 57.268722466960355
verified: no, type: euclidean_recall
value: 61.74142480211082
verified: no, type: manhattan_accuracy
value: 83.39393216904095
verified: no, type: manhattan_ap
value: 63.04154722022527
verified: no, type: manhattan_f1
value: 59.49575573292791
verified: no, type: manhattan_precision
value: 57.226419692907626
verified: no, type: manhattan_recall
value: 61.952506596306065
verified: no, type: max_accuracy
value: 83.90057817249806
verified: no, type: max_ap
value: 65.13897428351787
verified: no, type: max_f1
value: 61.042677616025884
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: 86.91349400395855
verified: no, type: cos_sim_ap
value: 80.94267715916922
verified: no, type: cos_sim_f1
value: 73.80416854101064
verified: no, type: cos_sim_precision
value: 71.91700759789596
verified: no, type: cos_sim_recall
value: 75.79303972898059
verified: no, type: dot_accuracy
value: 85.36694221290799
verified: no, type: dot_ap
value: 76.58601958627575
verified: no, type: dot_f1
value: 71.08344449384913
verified: no, type: dot_precision
value: 68.51428571428572
verified: no, type: dot_recall
value: 73.85278718817369
verified: no, type: euclidean_accuracy
value: 86.23627119959639
verified: no, type: euclidean_ap
value: 79.39212423810176
verified: no, type: euclidean_f1
value: 72.54634884600833
verified: no, type: euclidean_precision
value: 71.32123195952983
verified: no, type: euclidean_recall
value: 73.81429011395134
verified: no, type: manhattan_accuracy
value: 86.72720922109676
verified: no, type: manhattan_ap
value: 80.52847011448226
verified: no, type: manhattan_f1
value: 73.27869471616877
verified: no, type: manhattan_precision
value: 71.91785899621914
verified: no, type: manhattan_recall
value: 74.69202340622113
verified: no, type: max_accuracy
value: 86.91349400395855
verified: no, type: max_ap
value: 80.94267715916922
verified: no, type: max_f1
value: 73.80416854101064
verified: no
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Created: 2024-04-04 05:31:48