Model: McGill-NLP/LLM2Vec-Mistral-7B-Instruct-v2-mntp-supervised
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-Mistral-7B-supervised
results: task: type: Classification
dataset: type: mteb/amazon_counterfactual
name: MTEB AmazonCounterfactualClassification (en)
config: en
split: test
revision: e8379541af4e31359cca9fbcf4b00f2671dba205
metrics: type: accuracy
value: 77.58208955223881
verified: no, type: ap
value: 41.45474097979136
verified: no, type: f1
value: 71.76059891468786
verified: no, task: type: Classification
dataset: type: mteb/amazon_polarity
name: MTEB AmazonPolarityClassification
config: default
split: test
revision: e2d317d38cd51312af73b3d32a06d1a08b442046
metrics: type: accuracy
value: 91.12039999999999
verified: no, type: ap
value: 88.01002974730474
verified: no, type: f1
value: 91.1049266954883
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: 49.966
verified: no, type: f1
value: 48.908221884634386
verified: no, task: type: Retrieval
dataset: type: arguana
name: MTEB ArguAna
config: default
split: test
revision: None
metrics: type: map_at_1
value: 32.788000000000004
verified: no, type: map_at_10
value: 48.665000000000006
verified: no, type: map_at_100
value: 49.501
verified: no, type: map_at_1000
value: 49.504
verified: no, type: map_at_3
value: 43.883
verified: no, type: map_at_5
value: 46.501
verified: no, type: mrr_at_1
value: 33.357
verified: no, type: mrr_at_10
value: 48.882
verified: no, type: mrr_at_100
value: 49.718
verified: no, type: mrr_at_1000
value: 49.721
verified: no, type: mrr_at_3
value: 44.025999999999996
verified: no, type: mrr_at_5
value: 46.732
verified: no, type: ndcg_at_1
value: 32.788000000000004
verified: no, type: ndcg_at_10
value: 57.483
verified: no, type: ndcg_at_100
value: 60.745000000000005
verified: no, type: ndcg_at_1000
value: 60.797000000000004
verified: no, type: ndcg_at_3
value: 47.534
verified: no, type: ndcg_at_5
value: 52.266
verified: no, type: precision_at_1
value: 32.788000000000004
verified: no, type: precision_at_10
value: 8.57
verified: no, type: precision_at_100
value: 0.993
verified: no, type: precision_at_1000
value: 0.1
verified: no, type: precision_at_3
value: 19.369
verified: no, type: precision_at_5
value: 13.926
verified: no, type: recall_at_1
value: 32.788000000000004
verified: no, type: recall_at_10
value: 85.70400000000001
verified: no, type: recall_at_100
value: 99.289
verified: no, type: recall_at_1000
value: 99.644
verified: no, type: recall_at_3
value: 58.108000000000004
verified: no, type: recall_at_5
value: 69.63000000000001
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: 42.805075760047906
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: 44.235789514284214
verified: no, task: type: Reranking
dataset: type: mteb/askubuntudupquestions-reranking
name: MTEB AskUbuntuDupQuestions
config: default
split: test
revision: 2000358ca161889fa9c082cb41daa8dcfb161a54
metrics: type: map
value: 63.98320383943591
verified: no, type: mrr
value: 76.53189992525174
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: 85.24411101959603
verified: no, task: type: Classification
dataset: type: mteb/banking77
name: MTEB Banking77Classification
config: default
split: test
revision: 0fd18e25b25c072e09e0d92ab615fda904d66300
metrics: type: accuracy
value: 88.31493506493506
verified: no, type: f1
value: 88.28524975751309
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: 34.27007175430729
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: 35.52517776034658
verified: no, task: type: Retrieval
dataset: type: cqadupstack/android
name: MTEB CQADupstackAndroidRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 38.686
verified: no, type: map_at_10
value: 51.939
verified: no, type: map_at_100
value: 53.751000000000005
verified: no, type: map_at_1000
value: 53.846000000000004
verified: no, type: map_at_3
value: 48.296
verified: no, type: map_at_5
value: 50.312999999999995
verified: no, type: mrr_at_1
value: 49.641999999999996
verified: no, type: mrr_at_10
value: 59.157000000000004
verified: no, type: mrr_at_100
value: 59.85
verified: no, type: mrr_at_1000
value: 59.876
verified: no, type: mrr_at_3
value: 57.058
verified: no, type: mrr_at_5
value: 58.231
verified: no, type: ndcg_at_1
value: 49.641999999999996
verified: no, type: ndcg_at_10
value: 58.714
verified: no, type: ndcg_at_100
value: 63.776999999999994
verified: no, type: ndcg_at_1000
value: 64.95
verified: no, type: ndcg_at_3
value: 54.799
verified: no, type: ndcg_at_5
value: 56.372
verified: no, type: precision_at_1
value: 49.641999999999996
verified: no, type: precision_at_10
value: 11.373
verified: no, type: precision_at_100
value: 1.712
verified: no, type: precision_at_1000
value: 0.209
verified: no, type: precision_at_3
value: 27.229
verified: no, type: precision_at_5
value: 19.056
verified: no, type: recall_at_1
value: 38.686
verified: no, type: recall_at_10
value: 69.976
verified: no, type: recall_at_100
value: 90.512
verified: no, type: recall_at_1000
value: 97.64
verified: no, type: recall_at_3
value: 56.625
verified: no, type: recall_at_5
value: 62.348000000000006
verified: no, task: type: Retrieval
dataset: type: cqadupstack/english
name: MTEB CQADupstackEnglishRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 36.356
verified: no, type: map_at_10
value: 48.004000000000005
verified: no, type: map_at_100
value: 49.342999999999996
verified: no, type: map_at_1000
value: 49.461
verified: no, type: map_at_3
value: 44.692
verified: no, type: map_at_5
value: 46.576
verified: no, type: mrr_at_1
value: 46.561
verified: no, type: mrr_at_10
value: 54.547000000000004
verified: no, type: mrr_at_100
value: 55.159000000000006
verified: no, type: mrr_at_1000
value: 55.193000000000005
verified: no, type: mrr_at_3
value: 52.516
verified: no, type: mrr_at_5
value: 53.701
verified: no, type: ndcg_at_1
value: 46.561
verified: no, type: ndcg_at_10
value: 53.835
verified: no, type: ndcg_at_100
value: 57.92699999999999
verified: no, type: ndcg_at_1000
value: 59.671
verified: no, type: ndcg_at_3
value: 49.997
verified: no, type: ndcg_at_5
value: 51.714000000000006
verified: no, type: precision_at_1
value: 46.561
verified: no, type: precision_at_10
value: 10.344000000000001
verified: no, type: precision_at_100
value: 1.5779999999999998
verified: no, type: precision_at_1000
value: 0.202
verified: no, type: precision_at_3
value: 24.437
verified: no, type: precision_at_5
value: 17.197000000000003
verified: no, type: recall_at_1
value: 36.356
verified: no, type: recall_at_10
value: 63.019000000000005
verified: no, type: recall_at_100
value: 80.55099999999999
verified: no, type: recall_at_1000
value: 91.38300000000001
verified: no, type: recall_at_3
value: 50.431000000000004
verified: no, type: recall_at_5
value: 56.00000000000001
verified: no, task: type: Retrieval
dataset: type: cqadupstack/gaming
name: MTEB CQADupstackGamingRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 46.736
verified: no, type: map_at_10
value: 60.775999999999996
verified: no, type: map_at_100
value: 61.755
verified: no, type: map_at_1000
value: 61.783
verified: no, type: map_at_3
value: 57.293000000000006
verified: no, type: map_at_5
value: 59.382000000000005
verified: no, type: mrr_at_1
value: 54.232
verified: no, type: mrr_at_10
value: 64.424
verified: no, type: mrr_at_100
value: 64.996
verified: no, type: mrr_at_1000
value: 65.009
verified: no, type: mrr_at_3
value: 62.226000000000006
verified: no, type: mrr_at_5
value: 63.592000000000006
verified: no, type: ndcg_at_1
value: 54.232
verified: no, type: ndcg_at_10
value: 66.654
verified: no, type: ndcg_at_100
value: 70.152
verified: no, type: ndcg_at_1000
value: 70.648
verified: no, type: ndcg_at_3
value: 61.405
verified: no, type: ndcg_at_5
value: 64.137
verified: no, type: precision_at_1
value: 54.232
verified: no, type: precision_at_10
value: 10.607999999999999
verified: no, type: precision_at_100
value: 1.321
verified: no, type: precision_at_1000
value: 0.13899999999999998
verified: no, type: precision_at_3
value: 27.544
verified: no, type: precision_at_5
value: 18.645999999999997
verified: no, type: recall_at_1
value: 46.736
verified: no, type: recall_at_10
value: 80.10199999999999
verified: no, type: recall_at_100
value: 94.976
verified: no, type: recall_at_1000
value: 98.402
verified: no, type: recall_at_3
value: 66.094
verified: no, type: recall_at_5
value: 73.028
verified: no, task: type: Retrieval
dataset: type: cqadupstack/gis
name: MTEB CQADupstackGisRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 30.238
verified: no, type: map_at_10
value: 39.798
verified: no, type: map_at_100
value: 40.892
verified: no, type: map_at_1000
value: 40.971000000000004
verified: no, type: map_at_3
value: 36.788
verified: no, type: map_at_5
value: 38.511
verified: no, type: mrr_at_1
value: 32.994
verified: no, type: mrr_at_10
value: 42.028
verified: no, type: mrr_at_100
value: 42.959
verified: no, type: mrr_at_1000
value: 43.010999999999996
verified: no, type: mrr_at_3
value: 39.322
verified: no, type: mrr_at_5
value: 40.977000000000004
verified: no, type: ndcg_at_1
value: 32.994
verified: no, type: ndcg_at_10
value: 45.062000000000005
verified: no, type: ndcg_at_100
value: 50.166999999999994
verified: no, type: ndcg_at_1000
value: 51.961
verified: no, type: ndcg_at_3
value: 39.378
verified: no, type: ndcg_at_5
value: 42.281
verified: no, type: precision_at_1
value: 32.994
verified: no, type: precision_at_10
value: 6.836
verified: no, type: precision_at_100
value: 0.9860000000000001
verified: no, type: precision_at_1000
value: 0.11800000000000001
verified: no, type: precision_at_3
value: 16.384
verified: no, type: precision_at_5
value: 11.548
verified: no, type: recall_at_1
value: 30.238
verified: no, type: recall_at_10
value: 59.080999999999996
verified: no, type: recall_at_100
value: 82.033
verified: no, type: recall_at_1000
value: 95.281
verified: no, type: recall_at_3
value: 43.902
verified: no, type: recall_at_5
value: 50.952
verified: no, task: type: Retrieval
dataset: type: cqadupstack/mathematica
name: MTEB CQADupstackMathematicaRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 21.512999999999998
verified: no, type: map_at_10
value: 31.339
verified: no, type: map_at_100
value: 32.651
verified: no, type: map_at_1000
value: 32.762
verified: no, type: map_at_3
value: 27.590999999999998
verified: no, type: map_at_5
value: 29.946
verified: no, type: mrr_at_1
value: 26.866
verified: no, type: mrr_at_10
value: 36.525
verified: no, type: mrr_at_100
value: 37.357
verified: no, type: mrr_at_1000
value: 37.419999999999995
verified: no, type: mrr_at_3
value: 33.085
verified: no, type: mrr_at_5
value: 35.379
verified: no, type: ndcg_at_1
value: 26.866
verified: no, type: ndcg_at_10
value: 37.621
verified: no, type: ndcg_at_100
value: 43.031000000000006
verified: no, type: ndcg_at_1000
value: 45.573
verified: no, type: ndcg_at_3
value: 31.046000000000003
verified: no, type: ndcg_at_5
value: 34.709
verified: no, type: precision_at_1
value: 26.866
verified: no, type: precision_at_10
value: 7.052
verified: no, type: precision_at_100
value: 1.117
verified: no, type: precision_at_1000
value: 0.145
verified: no, type: precision_at_3
value: 14.884
verified: no, type: precision_at_5
value: 11.517
verified: no, type: recall_at_1
value: 21.512999999999998
verified: no, type: recall_at_10
value: 51.751999999999995
verified: no, type: recall_at_100
value: 74.34100000000001
verified: no, type: recall_at_1000
value: 92.426
verified: no, type: recall_at_3
value: 34.008
verified: no, type: recall_at_5
value: 43.075
verified: no, task: type: Retrieval
dataset: type: cqadupstack/physics
name: MTEB CQADupstackPhysicsRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 35.327
verified: no, type: map_at_10
value: 47.783
verified: no, type: map_at_100
value: 49.153999999999996
verified: no, type: map_at_1000
value: 49.260999999999996
verified: no, type: map_at_3
value: 44.145
verified: no, type: map_at_5
value: 46.207
verified: no, type: mrr_at_1
value: 44.37
verified: no, type: mrr_at_10
value: 53.864999999999995
verified: no, type: mrr_at_100
value: 54.625
verified: no, type: mrr_at_1000
value: 54.662
verified: no, type: mrr_at_3
value: 51.604000000000006
verified: no, type: mrr_at_5
value: 52.894
verified: no, type: ndcg_at_1
value: 44.37
verified: no, type: ndcg_at_10
value: 54.054
verified: no, type: ndcg_at_100
value: 59.168
verified: no, type: ndcg_at_1000
value: 60.769
verified: no, type: ndcg_at_3
value: 49.091
verified: no, type: ndcg_at_5
value: 51.444
verified: no, type: precision_at_1
value: 44.37
verified: no, type: precision_at_10
value: 9.827
verified: no, type: precision_at_100
value: 1.456
verified: no, type: precision_at_1000
value: 0.17600000000000002
verified: no, type: precision_at_3
value: 23.580000000000002
verified: no, type: precision_at_5
value: 16.554
verified: no, type: recall_at_1
value: 35.327
verified: no, type: recall_at_10
value: 66.43900000000001
verified: no, type: recall_at_100
value: 87.41600000000001
verified: no, type: recall_at_1000
value: 97.37400000000001
verified: no, type: recall_at_3
value: 51.64
verified: no, type: recall_at_5
value: 58.242000000000004
verified: no, task: type: Retrieval
dataset: type: cqadupstack/programmers
name: MTEB CQADupstackProgrammersRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 32.397999999999996
verified: no, type: map_at_10
value: 44.932
verified: no, type: map_at_100
value: 46.336
verified: no, type: map_at_1000
value: 46.421
verified: no, type: map_at_3
value: 41.128
verified: no, type: map_at_5
value: 43.364999999999995
verified: no, type: mrr_at_1
value: 41.324
verified: no, type: mrr_at_10
value: 51.080000000000005
verified: no, type: mrr_at_100
value: 51.878
verified: no, type: mrr_at_1000
value: 51.910000000000004
verified: no, type: mrr_at_3
value: 48.382999999999996
verified: no, type: mrr_at_5
value: 50.004000000000005
verified: no, type: ndcg_at_1
value: 41.324
verified: no, type: ndcg_at_10
value: 51.466
verified: no, type: ndcg_at_100
value: 56.874
verified: no, type: ndcg_at_1000
value: 58.321999999999996
verified: no, type: ndcg_at_3
value: 45.928999999999995
verified: no, type: ndcg_at_5
value: 48.532
verified: no, type: precision_at_1
value: 41.324
verified: no, type: precision_at_10
value: 9.565999999999999
verified: no, type: precision_at_100
value: 1.428
verified: no, type: precision_at_1000
value: 0.172
verified: no, type: precision_at_3
value: 22.184
verified: no, type: precision_at_5
value: 15.867999999999999
verified: no, type: recall_at_1
value: 32.397999999999996
verified: no, type: recall_at_10
value: 64.512
verified: no, type: recall_at_100
value: 87.425
verified: no, type: recall_at_1000
value: 96.937
verified: no, type: recall_at_3
value: 48.513
verified: no, type: recall_at_5
value: 55.721
verified: no, task: type: Retrieval
dataset: type: mteb/cqadupstack
name: MTEB CQADupstackRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 32.001916666666666
verified: no, type: map_at_10
value: 42.91216666666667
verified: no, type: map_at_100
value: 44.21125000000001
verified: no, type: map_at_1000
value: 44.314166666666665
verified: no, type: map_at_3
value: 39.579
verified: no, type: map_at_5
value: 41.497166666666665
verified: no, type: mrr_at_1
value: 38.669583333333335
verified: no, type: mrr_at_10
value: 47.708
verified: no, type: mrr_at_100
value: 48.4875
verified: no, type: mrr_at_1000
value: 48.530833333333334
verified: no, type: mrr_at_3
value: 45.196333333333335
verified: no, type: mrr_at_5
value: 46.702999999999996
verified: no, type: ndcg_at_1
value: 38.669583333333335
verified: no, type: ndcg_at_10
value: 48.842
verified: no, type: ndcg_at_100
value: 53.79400000000001
verified: no, type: ndcg_at_1000
value: 55.566416666666676
verified: no, type: ndcg_at_3
value: 43.70975
verified: no, type: ndcg_at_5
value: 46.204499999999996
verified: no, type: precision_at_1
value: 38.669583333333335
verified: no, type: precision_at_10
value: 8.652999999999999
verified: no, type: precision_at_100
value: 1.3168333333333333
verified: no, type: precision_at_1000
value: 0.164
verified: no, type: precision_at_3
value: 20.343249999999998
verified: no, type: precision_at_5
value: 14.426
verified: no, type: recall_at_1
value: 32.001916666666666
verified: no, type: recall_at_10
value: 61.31158333333334
verified: no, type: recall_at_100
value: 82.80691666666667
verified: no, type: recall_at_1000
value: 94.977
verified: no, type: recall_at_3
value: 46.63558333333333
verified: no, type: recall_at_5
value: 53.32383333333334
verified: no, task: type: Retrieval
dataset: type: cqadupstack/stats
name: MTEB CQADupstackStatsRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 29.311999999999998
verified: no, type: map_at_10
value: 37.735
verified: no, type: map_at_100
value: 38.702
verified: no, type: map_at_1000
value: 38.803
verified: no, type: map_at_3
value: 35.17
verified: no, type: map_at_5
value: 36.6
verified: no, type: mrr_at_1
value: 33.282000000000004
verified: no, type: mrr_at_10
value: 41.059
verified: no, type: mrr_at_100
value: 41.881
verified: no, type: mrr_at_1000
value: 41.943000000000005
verified: no, type: mrr_at_3
value: 38.829
verified: no, type: mrr_at_5
value: 40.11
verified: no, type: ndcg_at_1
value: 33.282000000000004
verified: no, type: ndcg_at_10
value: 42.625
verified: no, type: ndcg_at_100
value: 47.313
verified: no, type: ndcg_at_1000
value: 49.683
verified: no, type: ndcg_at_3
value: 38.043
verified: no, type: ndcg_at_5
value: 40.217999999999996
verified: no, type: precision_at_1
value: 33.282000000000004
verified: no, type: precision_at_10
value: 6.748
verified: no, type: precision_at_100
value: 0.979
verified: no, type: precision_at_1000
value: 0.126
verified: no, type: precision_at_3
value: 16.462
verified: no, type: precision_at_5
value: 11.411
verified: no, type: recall_at_1
value: 29.311999999999998
verified: no, type: recall_at_10
value: 54.294
verified: no, type: recall_at_100
value: 75.82
verified: no, type: recall_at_1000
value: 93.19800000000001
verified: no, type: recall_at_3
value: 41.382999999999996
verified: no, type: recall_at_5
value: 46.898
verified: no, task: type: Retrieval
dataset: type: cqadupstack/tex
name: MTEB CQADupstackTexRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 22.823
verified: no, type: map_at_10
value: 31.682
verified: no, type: map_at_100
value: 32.864
verified: no, type: map_at_1000
value: 32.988
verified: no, type: map_at_3
value: 28.878999999999998
verified: no, type: map_at_5
value: 30.459000000000003
verified: no, type: mrr_at_1
value: 28.63
verified: no, type: mrr_at_10
value: 36.672
verified: no, type: mrr_at_100
value: 37.519999999999996
verified: no, type: mrr_at_1000
value: 37.588
verified: no, type: mrr_at_3
value: 34.262
verified: no, type: mrr_at_5
value: 35.653
verified: no, type: ndcg_at_1
value: 28.63
verified: no, type: ndcg_at_10
value: 37.158
verified: no, type: ndcg_at_100
value: 42.4
verified: no, type: ndcg_at_1000
value: 45.001000000000005
verified: no, type: ndcg_at_3
value: 32.529
verified: no, type: ndcg_at_5
value: 34.673
verified: no, type: precision_at_1
value: 28.63
verified: no, type: precision_at_10
value: 6.848
verified: no, type: precision_at_100
value: 1.111
verified: no, type: precision_at_1000
value: 0.152
verified: no, type: precision_at_3
value: 15.623000000000001
verified: no, type: precision_at_5
value: 11.218
verified: no, type: recall_at_1
value: 22.823
verified: no, type: recall_at_10
value: 48.559000000000005
verified: no, type: recall_at_100
value: 72.048
verified: no, type: recall_at_1000
value: 90.322
verified: no, type: recall_at_3
value: 35.134
verified: no, type: recall_at_5
value: 40.897
verified: no, task: type: Retrieval
dataset: type: cqadupstack/unix
name: MTEB CQADupstackUnixRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 32.79
verified: no, type: map_at_10
value: 43.578
verified: no, type: map_at_100
value: 44.782
verified: no, type: map_at_1000
value: 44.869
verified: no, type: map_at_3
value: 39.737
verified: no, type: map_at_5
value: 41.92
verified: no, type: mrr_at_1
value: 39.086
verified: no, type: mrr_at_10
value: 48.135
verified: no, type: mrr_at_100
value: 48.949
verified: no, type: mrr_at_1000
value: 48.995
verified: no, type: mrr_at_3
value: 45.086999999999996
verified: no, type: mrr_at_5
value: 46.939
verified: no, type: ndcg_at_1
value: 39.086
verified: no, type: ndcg_at_10
value: 49.736999999999995
verified: no, type: ndcg_at_100
value: 54.818999999999996
verified: no, type: ndcg_at_1000
value: 56.515
verified: no, type: ndcg_at_3
value: 43.503
verified: no, type: ndcg_at_5
value: 46.499
verified: no, type: precision_at_1
value: 39.086
verified: no, type: precision_at_10
value: 8.685
verified: no, type: precision_at_100
value: 1.2449999999999999
verified: no, type: precision_at_1000
value: 0.148
verified: no, type: precision_at_3
value: 19.963
verified: no, type: precision_at_5
value: 14.366000000000001
verified: no, type: recall_at_1
value: 32.79
verified: no, type: recall_at_10
value: 63.766
verified: no, type: recall_at_100
value: 85.465
verified: no, type: recall_at_1000
value: 96.90299999999999
verified: no, type: recall_at_3
value: 46.515
verified: no, type: recall_at_5
value: 54.178000000000004
verified: no, task: type: Retrieval
dataset: type: cqadupstack/webmasters
name: MTEB CQADupstackWebmastersRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 29.896
verified: no, type: map_at_10
value: 41.241
verified: no, type: map_at_100
value: 43.178
verified: no, type: map_at_1000
value: 43.395
verified: no, type: map_at_3
value: 37.702999999999996
verified: no, type: map_at_5
value: 39.524
verified: no, type: mrr_at_1
value: 36.364000000000004
verified: no, type: mrr_at_10
value: 46.184999999999995
verified: no, type: mrr_at_100
value: 47.051
verified: no, type: mrr_at_1000
value: 47.085
verified: no, type: mrr_at_3
value: 43.478
verified: no, type: mrr_at_5
value: 44.98
verified: no, type: ndcg_at_1
value: 36.364000000000004
verified: no, type: ndcg_at_10
value: 48.044
verified: no, type: ndcg_at_100
value: 53.818999999999996
verified: no, type: ndcg_at_1000
value: 55.504
verified: no, type: ndcg_at_3
value: 42.604
verified: no, type: ndcg_at_5
value: 44.971
verified: no, type: precision_at_1
value: 36.364000000000004
verified: no, type: precision_at_10
value: 9.664
verified: no, type: precision_at_100
value: 1.917
verified: no, type: precision_at_1000
value: 0.255
verified: no, type: precision_at_3
value: 20.487
verified: no, type: precision_at_5
value: 14.862
verified: no, type: recall_at_1
value: 29.896
verified: no, type: recall_at_10
value: 60.28
verified: no, type: recall_at_100
value: 86.271
verified: no, type: recall_at_1000
value: 97.121
verified: no, type: recall_at_3
value: 44.885999999999996
verified: no, type: recall_at_5
value: 51.351
verified: no, task: type: Retrieval
dataset: type: cqadupstack/wordpress
name: MTEB CQADupstackWordpressRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 27.948
verified: no, type: map_at_10
value: 36.138999999999996
verified: no, type: map_at_100
value: 37.126999999999995
verified: no, type: map_at_1000
value: 37.21
verified: no, type: map_at_3
value: 33.526
verified: no, type: map_at_5
value: 35.163
verified: no, type: mrr_at_1
value: 30.684
verified: no, type: mrr_at_10
value: 38.818999999999996
verified: no, type: mrr_at_100
value: 39.625
verified: no, type: mrr_at_1000
value: 39.678000000000004
verified: no, type: mrr_at_3
value: 36.506
verified: no, type: mrr_at_5
value: 37.976
verified: no, type: ndcg_at_1
value: 30.684
verified: no, type: ndcg_at_10
value: 41.134
verified: no, type: ndcg_at_100
value: 46.081
verified: no, type: ndcg_at_1000
value: 48.199999999999996
verified: no, type: ndcg_at_3
value: 36.193
verified: no, type: ndcg_at_5
value: 38.903999999999996
verified: no, type: precision_at_1
value: 30.684
verified: no, type: precision_at_10
value: 6.285
verified: no, type: precision_at_100
value: 0.9520000000000001
verified: no, type: precision_at_1000
value: 0.126
verified: no, type: precision_at_3
value: 15.342
verified: no, type: precision_at_5
value: 10.869
verified: no, type: recall_at_1
value: 27.948
verified: no, type: recall_at_10
value: 53.959
verified: no, type: recall_at_100
value: 76.825
verified: no, type: recall_at_1000
value: 92.73700000000001
verified: no, type: recall_at_3
value: 40.495999999999995
verified: no, type: recall_at_5
value: 47.196
verified: no, task: type: Retrieval
dataset: type: climate-fever
name: MTEB ClimateFEVER
config: default
split: test
revision: None
metrics: type: map_at_1
value: 15.27
verified: no, type: map_at_10
value: 25.570999999999998
verified: no, type: map_at_100
value: 27.664
verified: no, type: map_at_1000
value: 27.848
verified: no, type: map_at_3
value: 21.224
verified: no, type: map_at_5
value: 23.508000000000003
verified: no, type: mrr_at_1
value: 34.137
verified: no, type: mrr_at_10
value: 46.583000000000006
verified: no, type: mrr_at_100
value: 47.339999999999996
verified: no, type: mrr_at_1000
value: 47.370000000000005
verified: no, type: mrr_at_3
value: 43.376999999999995
verified: no, type: mrr_at_5
value: 45.26
verified: no, type: ndcg_at_1
value: 34.137
verified: no, type: ndcg_at_10
value: 35.189
verified: no, type: ndcg_at_100
value: 42.568
verified: no, type: ndcg_at_1000
value: 45.660000000000004
verified: no, type: ndcg_at_3
value: 28.965000000000003
verified: no, type: ndcg_at_5
value: 31.169999999999998
verified: no, type: precision_at_1
value: 34.137
verified: no, type: precision_at_10
value: 10.971
verified: no, type: precision_at_100
value: 1.8870000000000002
verified: no, type: precision_at_1000
value: 0.247
verified: no, type: precision_at_3
value: 21.368000000000002
verified: no, type: precision_at_5
value: 16.573
verified: no, type: recall_at_1
value: 15.27
verified: no, type: recall_at_10
value: 41.516999999999996
verified: no, type: recall_at_100
value: 66.486
verified: no, type: recall_at_1000
value: 83.533
verified: no, type: recall_at_3
value: 26.325
verified: no, type: recall_at_5
value: 32.574
verified: no, task: type: Retrieval
dataset: type: dbpedia-entity
name: MTEB DBPedia
config: default
split: test
revision: None
metrics: type: map_at_1
value: 9.982000000000001
verified: no, type: map_at_10
value: 23.724999999999998
verified: no, type: map_at_100
value: 33.933
verified: no, type: map_at_1000
value: 35.965
verified: no, type: map_at_3
value: 16.158
verified: no, type: map_at_5
value: 19.433
verified: no, type: mrr_at_1
value: 75.75
verified: no, type: mrr_at_10
value: 82.065
verified: no, type: mrr_at_100
value: 82.334
verified: no, type: mrr_at_1000
value: 82.34
verified: no, type: mrr_at_3
value: 80.708
verified: no, type: mrr_at_5
value: 81.671
verified: no, type: ndcg_at_1
value: 63.625
verified: no, type: ndcg_at_10
value: 49.576
verified: no, type: ndcg_at_100
value: 53.783
verified: no, type: ndcg_at_1000
value: 61.012
verified: no, type: ndcg_at_3
value: 53.822
verified: no, type: ndcg_at_5
value: 51.72
verified: no, type: precision_at_1
value: 75.75
verified: no, type: precision_at_10
value: 39.925
verified: no, type: precision_at_100
value: 12.525
verified: no, type: precision_at_1000
value: 2.399
verified: no, type: precision_at_3
value: 56.667
verified: no, type: precision_at_5
value: 50.5
verified: no, type: recall_at_1
value: 9.982000000000001
verified: no, type: recall_at_10
value: 29.325000000000003
verified: no, type: recall_at_100
value: 59.181
verified: no, type: recall_at_1000
value: 82.095
verified: no, type: recall_at_3
value: 17.338
verified: no, type: recall_at_5
value: 22.216
verified: no, task: type: Classification
dataset: type: mteb/emotion
name: MTEB EmotionClassification
config: default
split: test
revision: 4f58c6b202a23cf9a4da393831edf4f9183cad37
metrics: type: accuracy
value: 52.04500000000001
verified: no, type: f1
value: 47.32462453881906
verified: no, task: type: Retrieval
dataset: type: fever
name: MTEB FEVER
config: default
split: test
revision: None
metrics: type: map_at_1
value: 78.68
verified: no, type: map_at_10
value: 86.207
verified: no, type: map_at_100
value: 86.375
verified: no, type: map_at_1000
value: 86.388
verified: no, type: map_at_3
value: 85.35199999999999
verified: no, type: map_at_5
value: 85.954
verified: no, type: mrr_at_1
value: 84.923
verified: no, type: mrr_at_10
value: 90.902
verified: no, type: mrr_at_100
value: 90.952
verified: no, type: mrr_at_1000
value: 90.952
verified: no, type: mrr_at_3
value: 90.489
verified: no, type: mrr_at_5
value: 90.822
verified: no, type: ndcg_at_1
value: 84.923
verified: no, type: ndcg_at_10
value: 89.403
verified: no, type: ndcg_at_100
value: 90.023
verified: no, type: ndcg_at_1000
value: 90.235
verified: no, type: ndcg_at_3
value: 88.24300000000001
verified: no, type: ndcg_at_5
value: 89.005
verified: no, type: precision_at_1
value: 84.923
verified: no, type: precision_at_10
value: 10.495000000000001
verified: no, type: precision_at_100
value: 1.103
verified: no, type: precision_at_1000
value: 0.11399999999999999
verified: no, type: precision_at_3
value: 33.358
verified: no, type: precision_at_5
value: 20.579
verified: no, type: recall_at_1
value: 78.68
verified: no, type: recall_at_10
value: 94.622
verified: no, type: recall_at_100
value: 97.083
verified: no, type: recall_at_1000
value: 98.348
verified: no, type: recall_at_3
value: 91.499
verified: no, type: recall_at_5
value: 93.486
verified: no, task: type: Retrieval
dataset: type: fiqa
name: MTEB FiQA2018
config: default
split: test
revision: None
metrics: type: map_at_1
value: 25.781
verified: no, type: map_at_10
value: 44.669
verified: no, type: map_at_100
value: 46.831
verified: no, type: map_at_1000
value: 46.96
verified: no, type: map_at_3
value: 38.714
verified: no, type: map_at_5
value: 42.186
verified: no, type: mrr_at_1
value: 51.235
verified: no, type: mrr_at_10
value: 60.083
verified: no, type: mrr_at_100
value: 60.675999999999995
verified: no, type: mrr_at_1000
value: 60.706
verified: no, type: mrr_at_3
value: 57.665
verified: no, type: mrr_at_5
value: 59.084
verified: no, type: ndcg_at_1
value: 51.235
verified: no, type: ndcg_at_10
value: 53.111
verified: no, type: ndcg_at_100
value: 59.57900000000001
verified: no, type: ndcg_at_1000
value: 61.57
verified: no, type: ndcg_at_3
value: 48.397
verified: no, type: ndcg_at_5
value: 50.169
verified: no, type: precision_at_1
value: 51.235
verified: no, type: precision_at_10
value: 14.877
verified: no, type: precision_at_100
value: 2.173
verified: no, type: precision_at_1000
value: 0.253
verified: no, type: precision_at_3
value: 32.87
verified: no, type: precision_at_5
value: 24.29
verified: no, type: recall_at_1
value: 25.781
verified: no, type: recall_at_10
value: 61.464
verified: no, type: recall_at_100
value: 84.244
verified: no, type: recall_at_1000
value: 96.039
verified: no, type: recall_at_3
value: 44.105
verified: no, type: recall_at_5
value: 52.205999999999996
verified: no, task: type: Retrieval
dataset: type: hotpotqa
name: MTEB HotpotQA
config: default
split: test
revision: None
metrics: type: map_at_1
value: 39.041
verified: no, type: map_at_10
value: 66.622
verified: no, type: map_at_100
value: 67.472
verified: no, type: map_at_1000
value: 67.52
verified: no, type: map_at_3
value: 62.81099999999999
verified: no, type: map_at_5
value: 65.23
verified: no, type: mrr_at_1
value: 78.082
verified: no, type: mrr_at_10
value: 83.827
verified: no, type: mrr_at_100
value: 84.03
verified: no, type: mrr_at_1000
value: 84.036
verified: no, type: mrr_at_3
value: 82.894
verified: no, type: mrr_at_5
value: 83.482
verified: no, type: ndcg_at_1
value: 78.082
verified: no, type: ndcg_at_10
value: 74.068
verified: no, type: ndcg_at_100
value: 76.981
verified: no, type: ndcg_at_1000
value: 77.887
verified: no, type: ndcg_at_3
value: 68.77600000000001
verified: no, type: ndcg_at_5
value: 71.763
verified: no, type: precision_at_1
value: 78.082
verified: no, type: precision_at_10
value: 15.822
verified: no, type: precision_at_100
value: 1.807
verified: no, type: precision_at_1000
value: 0.193
verified: no, type: precision_at_3
value: 44.956
verified: no, type: precision_at_5
value: 29.332
verified: no, type: recall_at_1
value: 39.041
verified: no, type: recall_at_10
value: 79.109
verified: no, type: recall_at_100
value: 90.371
verified: no, type: recall_at_1000
value: 96.313
verified: no, type: recall_at_3
value: 67.43400000000001
verified: no, type: recall_at_5
value: 73.329
verified: no, task: type: Classification
dataset: type: mteb/imdb
name: MTEB ImdbClassification
config: default
split: test
revision: 3d86128a09e091d6018b6d26cad27f2739fc2db7
metrics: type: accuracy
value: 87.422
verified: no, type: ap
value: 83.07360776629146
verified: no, type: f1
value: 87.38583428778229
verified: no, task: type: Retrieval
dataset: type: msmarco
name: MTEB MSMARCO
config: default
split: dev
revision: None
metrics: type: map_at_1
value: 21.715999999999998
verified: no, type: map_at_10
value: 34.821000000000005
verified: no, type: map_at_100
value: 36.022999999999996
verified: no, type: map_at_1000
value: 36.067
verified: no, type: map_at_3
value: 30.666
verified: no, type: map_at_5
value: 33.134
verified: no, type: mrr_at_1
value: 22.421
verified: no, type: mrr_at_10
value: 35.461
verified: no, type: mrr_at_100
value: 36.6
verified: no, type: mrr_at_1000
value: 36.638
verified: no, type: mrr_at_3
value: 31.413999999999998
verified: no, type: mrr_at_5
value: 33.823
verified: no, type: ndcg_at_1
value: 22.421
verified: no, type: ndcg_at_10
value: 42.169000000000004
verified: no, type: ndcg_at_100
value: 47.887
verified: no, type: ndcg_at_1000
value: 48.939
verified: no, type: ndcg_at_3
value: 33.786
verified: no, type: ndcg_at_5
value: 38.164
verified: no, type: precision_at_1
value: 22.421
verified: no, type: precision_at_10
value: 6.773999999999999
verified: no, type: precision_at_100
value: 0.962
verified: no, type: precision_at_1000
value: 0.105
verified: no, type: precision_at_3
value: 14.575
verified: no, type: precision_at_5
value: 10.963000000000001
verified: no, type: recall_at_1
value: 21.715999999999998
verified: no, type: recall_at_10
value: 64.75999999999999
verified: no, type: recall_at_100
value: 91.015
verified: no, type: recall_at_1000
value: 98.96000000000001
verified: no, type: recall_at_3
value: 42.089999999999996
verified: no, type: recall_at_5
value: 52.578
verified: no, task: type: Classification
dataset: type: mteb/mtop_domain
name: MTEB MTOPDomainClassification (en)
config: en
split: test
revision: d80d48c1eb48d3562165c59d59d0034df9fff0bf
metrics: type: accuracy
value: 96.04195166438669
verified: no, type: f1
value: 95.76962987454031
verified: no, task: type: Classification
dataset: type: mteb/mtop_intent
name: MTEB MTOPIntentClassification (en)
config: en
split: test
revision: ae001d0e6b1228650b7bd1c2c65fb50ad11a8aba
metrics: type: accuracy
value: 84.76744186046513
verified: no, type: f1
value: 70.3328215706764
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: 79.29051782111635
verified: no, type: f1
value: 77.0837414890434
verified: no, task: type: Classification
dataset: type: mteb/amazon_massive_scenario
name: MTEB MassiveScenarioClassification (en)
config: en
split: test
revision: 7d571f92784cd94a019292a1f45445077d0ef634
metrics: type: accuracy
value: 81.64425016812373
verified: no, type: f1
value: 81.36288379329044
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: 31.0673311773222
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: 31.266850505047234
verified: no, task: type: Reranking
dataset: type: mteb/mind_small
name: MTEB MindSmallReranking
config: default
split: test
revision: 3bdac13927fdc888b903db93b2ffdbd90b295a69
metrics: type: map
value: 31.49575275757744
verified: no, type: mrr
value: 32.64979714009148
verified: no, task: type: Retrieval
dataset: type: nfcorpus
name: MTEB NFCorpus
config: default
split: test
revision: None
metrics: type: map_at_1
value: 6.151
verified: no, type: map_at_10
value: 14.879999999999999
verified: no, type: map_at_100
value: 19.445999999999998
verified: no, type: map_at_1000
value: 21.101
verified: no, type: map_at_3
value: 10.613999999999999
verified: no, type: map_at_5
value: 12.709000000000001
verified: no, type: mrr_at_1
value: 51.393
verified: no, type: mrr_at_10
value: 59.935
verified: no, type: mrr_at_100
value: 60.455000000000005
verified: no, type: mrr_at_1000
value: 60.485
verified: no, type: mrr_at_3
value: 57.894999999999996
verified: no, type: mrr_at_5
value: 59.303
verified: no, type: ndcg_at_1
value: 50
verified: no, type: ndcg_at_10
value: 39.324999999999996
verified: no, type: ndcg_at_100
value: 37.133
verified: no, type: ndcg_at_1000
value: 45.663
verified: no, type: ndcg_at_3
value: 45.294000000000004
verified: no, type: ndcg_at_5
value: 42.88
verified: no, type: precision_at_1
value: 51.393
verified: no, type: precision_at_10
value: 29.412
verified: no, type: precision_at_100
value: 9.666
verified: no, type: precision_at_1000
value: 2.263
verified: no, type: precision_at_3
value: 42.415000000000006
verified: no, type: precision_at_5
value: 37.399
verified: no, type: recall_at_1
value: 6.151
verified: no, type: recall_at_10
value: 19.121
verified: no, type: recall_at_100
value: 39.012
verified: no, type: recall_at_1000
value: 70.726
verified: no, type: recall_at_3
value: 11.855
verified: no, type: recall_at_5
value: 15.204
verified: no, task: type: Retrieval
dataset: type: nq
name: MTEB NQ
config: default
split: test
revision: None
metrics: type: map_at_1
value: 36.382
verified: no, type: map_at_10
value: 53.657
verified: no, type: map_at_100
value: 54.547999999999995
verified: no, type: map_at_1000
value: 54.562999999999995
verified: no, type: map_at_3
value: 49.236999999999995
verified: no, type: map_at_5
value: 51.949
verified: no, type: mrr_at_1
value: 41.309000000000005
verified: no, type: mrr_at_10
value: 56.25599999999999
verified: no, type: mrr_at_100
value: 56.855999999999995
verified: no, type: mrr_at_1000
value: 56.867000000000004
verified: no, type: mrr_at_3
value: 52.891999999999996
verified: no, type: mrr_at_5
value: 54.99699999999999
verified: no, type: ndcg_at_1
value: 41.28
verified: no, type: ndcg_at_10
value: 61.702999999999996
verified: no, type: ndcg_at_100
value: 65.092
verified: no, type: ndcg_at_1000
value: 65.392
verified: no, type: ndcg_at_3
value: 53.722
verified: no, type: ndcg_at_5
value: 58.11300000000001
verified: no, type: precision_at_1
value: 41.28
verified: no, type: precision_at_10
value: 10.014000000000001
verified: no, type: precision_at_100
value: 1.187
verified: no, type: precision_at_1000
value: 0.121
verified: no, type: precision_at_3
value: 24.614
verified: no, type: precision_at_5
value: 17.317
verified: no, type: recall_at_1
value: 36.382
verified: no, type: recall_at_10
value: 83.38600000000001
verified: no, type: recall_at_100
value: 97.528
verified: no, type: recall_at_1000
value: 99.696
verified: no, type: recall_at_3
value: 63.053000000000004
verified: no, type: recall_at_5
value: 73.16
verified: no, task: type: Retrieval
dataset: type: quora
name: MTEB QuoraRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 69.577
verified: no, type: map_at_10
value: 83.944
verified: no, type: map_at_100
value: 84.604
verified: no, type: map_at_1000
value: 84.61800000000001
verified: no, type: map_at_3
value: 80.93599999999999
verified: no, type: map_at_5
value: 82.812
verified: no, type: mrr_at_1
value: 80.4
verified: no, type: mrr_at_10
value: 86.734
verified: no, type: mrr_at_100
value: 86.851
verified: no, type: mrr_at_1000
value: 86.85199999999999
verified: no, type: mrr_at_3
value: 85.75500000000001
verified: no, type: mrr_at_5
value: 86.396
verified: no, type: ndcg_at_1
value: 80.43
verified: no, type: ndcg_at_10
value: 87.75
verified: no, type: ndcg_at_100
value: 88.999
verified: no, type: ndcg_at_1000
value: 89.092
verified: no, type: ndcg_at_3
value: 84.88
verified: no, type: ndcg_at_5
value: 86.416
verified: no, type: precision_at_1
value: 80.43
verified: no, type: precision_at_10
value: 13.453000000000001
verified: no, type: precision_at_100
value: 1.539
verified: no, type: precision_at_1000
value: 0.157
verified: no, type: precision_at_3
value: 37.403
verified: no, type: precision_at_5
value: 24.648
verified: no, type: recall_at_1
value: 69.577
verified: no, type: recall_at_10
value: 95.233
verified: no, type: recall_at_100
value: 99.531
verified: no, type: recall_at_1000
value: 99.984
verified: no, type: recall_at_3
value: 86.867
verified: no, type: recall_at_5
value: 91.254
verified: no, task: type: Clustering
dataset: type: mteb/reddit-clustering
name: MTEB RedditClustering
config: default
split: test
revision: 24640382cdbf8abc73003fb0fa6d111a705499eb
metrics: type: v_measure
value: 60.23690763558931
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: 64.12391112159126
verified: no, task: type: Retrieval
dataset: type: scidocs
name: MTEB SCIDOCS
config: default
split: test
revision: None
metrics: type: map_at_1
value: 5.288
verified: no, type: map_at_10
value: 13.611999999999998
verified: no, type: map_at_100
value: 15.909
verified: no, type: map_at_1000
value: 16.235
verified: no, type: map_at_3
value: 9.644
verified: no, type: map_at_5
value: 11.559
verified: no, type: mrr_at_1
value: 26.1
verified: no, type: mrr_at_10
value: 37.571
verified: no, type: mrr_at_100
value: 38.72
verified: no, type: mrr_at_1000
value: 38.76
verified: no, type: mrr_at_3
value: 34.383
verified: no, type: mrr_at_5
value: 36.187999999999995
verified: no, type: ndcg_at_1
value: 26.1
verified: no, type: ndcg_at_10
value: 22.497
verified: no, type: ndcg_at_100
value: 31.098
verified: no, type: ndcg_at_1000
value: 36.434
verified: no, type: ndcg_at_3
value: 21.401
verified: no, type: ndcg_at_5
value: 18.66
verified: no, type: precision_at_1
value: 26.1
verified: no, type: precision_at_10
value: 11.67
verified: no, type: precision_at_100
value: 2.405
verified: no, type: precision_at_1000
value: 0.368
verified: no, type: precision_at_3
value: 20
verified: no, type: precision_at_5
value: 16.34
verified: no, type: recall_at_1
value: 5.288
verified: no, type: recall_at_10
value: 23.652
verified: no, type: recall_at_100
value: 48.79
verified: no, type: recall_at_1000
value: 74.703
verified: no, type: recall_at_3
value: 12.158
verified: no, type: recall_at_5
value: 16.582
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: 83.6969699802343
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: 78.8031221769135
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: 86.37435789895171
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: 84.04036612478626
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: 88.99055778929946
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: 87.22140434759893
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: 90.1862731405498
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: 67.67995229420237
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: 88.65370934976113
verified: no, task: type: Reranking
dataset: type: mteb/scidocs-reranking
name: MTEB SciDocsRR
config: default
split: test
revision: d3c5e1fc0b855ab6097bf1cda04dd73947d7caab
metrics: type: map
value: 83.79832393152147
verified: no, type: mrr
value: 95.78404438698557
verified: no, task: type: Retrieval
dataset: type: scifact
name: MTEB SciFact
config: default
split: test
revision: None
metrics: type: map_at_1
value: 64.883
verified: no, type: map_at_10
value: 74.48
verified: no, type: map_at_100
value: 74.85000000000001
verified: no, type: map_at_1000
value: 74.861
verified: no, type: map_at_3
value: 71.596
verified: no, type: map_at_5
value: 73.545
verified: no, type: mrr_at_1
value: 67.667
verified: no, type: mrr_at_10
value: 75.394
verified: no, type: mrr_at_100
value: 75.644
verified: no, type: mrr_at_1000
value: 75.655
verified: no, type: mrr_at_3
value: 73.5
verified: no, type: mrr_at_5
value: 74.63300000000001
verified: no, type: ndcg_at_1
value: 67.667
verified: no, type: ndcg_at_10
value: 78.855
verified: no, type: ndcg_at_100
value: 80.361
verified: no, type: ndcg_at_1000
value: 80.624
verified: no, type: ndcg_at_3
value: 74.37899999999999
verified: no, type: ndcg_at_5
value: 76.89200000000001
verified: no, type: precision_at_1
value: 67.667
verified: no, type: precision_at_10
value: 10.267
verified: no, type: precision_at_100
value: 1.11
verified: no, type: precision_at_1000
value: 0.11299999999999999
verified: no, type: precision_at_3
value: 28.778
verified: no, type: precision_at_5
value: 19.133
verified: no, type: recall_at_1
value: 64.883
verified: no, type: recall_at_10
value: 91.2
verified: no, type: recall_at_100
value: 98
verified: no, type: recall_at_1000
value: 100
verified: no, type: recall_at_3
value: 79.406
verified: no, type: recall_at_5
value: 85.578
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: 99.85445544554456
verified: no, type: cos_sim_ap
value: 96.81785428870712
verified: no, type: cos_sim_f1
value: 92.67563527653213
verified: no, type: cos_sim_precision
value: 92.35352532274081
verified: no, type: cos_sim_recall
value: 93
verified: no, type: dot_accuracy
value: 99.75643564356436
verified: no, type: dot_ap
value: 94.46746929160422
verified: no, type: dot_f1
value: 87.74900398406375
verified: no, type: dot_precision
value: 87.40079365079364
verified: no, type: dot_recall
value: 88.1
verified: no, type: euclidean_accuracy
value: 99.85445544554456
verified: no, type: euclidean_ap
value: 96.59180137299155
verified: no, type: euclidean_f1
value: 92.48850281042411
verified: no, type: euclidean_precision
value: 94.56635318704284
verified: no, type: euclidean_recall
value: 90.5
verified: no, type: manhattan_accuracy
value: 99.85643564356435
verified: no, type: manhattan_ap
value: 96.66599616275849
verified: no, type: manhattan_f1
value: 92.69746646795828
verified: no, type: manhattan_precision
value: 92.10266535044423
verified: no, type: manhattan_recall
value: 93.30000000000001
verified: no, type: max_accuracy
value: 99.85643564356435
verified: no, type: max_ap
value: 96.81785428870712
verified: no, type: max_f1
value: 92.69746646795828
verified: no, task: type: Clustering
dataset: type: mteb/stackexchange-clustering
name: MTEB StackExchangeClustering
config: default
split: test
revision: 6cbc1f7b2bc0622f2e39d2c77fa502909748c259
metrics: type: v_measure
value: 70.72970157362414
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: 34.49706344517027
verified: no, task: type: Reranking
dataset: type: mteb/stackoverflowdupquestions-reranking
name: MTEB StackOverflowDupQuestions
config: default
split: test
revision: e185fbe320c72810689fc5848eb6114e1ef5ec69
metrics: type: map
value: 54.41010678297881
verified: no, type: mrr
value: 55.15095811051693
verified: no, task: type: Summarization
dataset: type: mteb/summeval
name: MTEB SummEval
config: default
split: test
revision: cda12ad7615edc362dbf25a00fdd61d3b1eaf93c
metrics: type: cos_sim_pearson
value: 30.5030094989814
verified: no, type: cos_sim_spearman
value: 29.959138274084797
verified: no, type: dot_pearson
value: 29.740134155639076
verified: no, type: dot_spearman
value: 29.18174652067779
verified: no, task: type: Retrieval
dataset: type: trec-covid
name: MTEB TRECCOVID
config: default
split: test
revision: None
metrics: type: map_at_1
value: 0.22200000000000003
verified: no, type: map_at_10
value: 1.925
verified: no, type: map_at_100
value: 13.150999999999998
verified: no, type: map_at_1000
value: 33.410000000000004
verified: no, type: map_at_3
value: 0.631
verified: no, type: map_at_5
value: 0.9990000000000001
verified: no, type: mrr_at_1
value: 82
verified: no, type: mrr_at_10
value: 90
verified: no, type: mrr_at_100
value: 90
verified: no, type: mrr_at_1000
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verified: no, type: mrr_at_3
value: 89
verified: no, type: mrr_at_5
value: 90
verified: no, type: ndcg_at_1
value: 79
verified: no, type: ndcg_at_10
value: 77.69200000000001
verified: no, type: ndcg_at_100
value: 64.89
verified: no, type: ndcg_at_1000
value: 59.748999999999995
verified: no, type: ndcg_at_3
value: 79.296
verified: no, type: ndcg_at_5
value: 78.63
verified: no, type: precision_at_1
value: 82
verified: no, type: precision_at_10
value: 82.19999999999999
verified: no, type: precision_at_100
value: 67.52
verified: no, type: precision_at_1000
value: 26.512
verified: no, type: precision_at_3
value: 83.333
verified: no, type: precision_at_5
value: 83.2
verified: no, type: recall_at_1
value: 0.22200000000000003
verified: no, type: recall_at_10
value: 2.164
verified: no, type: recall_at_100
value: 16.608
verified: no, type: recall_at_1000
value: 56.89999999999999
verified: no, type: recall_at_3
value: 0.658
verified: no, type: recall_at_5
value: 1.084
verified: no, task: type: Retrieval
dataset: type: webis-touche2020
name: MTEB Touche2020
config: default
split: test
revision: None
metrics: type: map_at_1
value: 1.8519999999999999
verified: no, type: map_at_10
value: 8.569
verified: no, type: map_at_100
value: 14.238999999999999
verified: no, type: map_at_1000
value: 15.876000000000001
verified: no, type: map_at_3
value: 3.9859999999999998
verified: no, type: map_at_5
value: 5.785
verified: no, type: mrr_at_1
value: 26.531
verified: no, type: mrr_at_10
value: 40.581
verified: no, type: mrr_at_100
value: 41.379
verified: no, type: mrr_at_1000
value: 41.388999999999996
verified: no, type: mrr_at_3
value: 35.034
verified: no, type: mrr_at_5
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verified: no, type: ndcg_at_1
value: 25.509999999999998
verified: no, type: ndcg_at_10
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verified: no, type: ndcg_at_100
value: 34.695
verified: no, type: ndcg_at_1000
value: 46.854
verified: no, type: ndcg_at_3
value: 23.112
verified: no, type: ndcg_at_5
value: 23.089000000000002
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: 1.559
verified: no, type: precision_at_3
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verified: no, type: precision_at_5
value: 23.265
verified: no, type: recall_at_1
value: 1.8519999999999999
verified: no, type: recall_at_10
value: 15.038000000000002
verified: no, type: recall_at_100
value: 46.499
verified: no, type: recall_at_1000
value: 84.11800000000001
verified: no, type: recall_at_3
value: 5.179
verified: no, type: recall_at_5
value: 8.758000000000001
verified: no, task: type: Classification
dataset: type: mteb/toxic_conversations_50k
name: MTEB ToxicConversationsClassification
config: default
split: test
revision: d7c0de2777da35d6aae2200a62c6e0e5af397c4c
metrics: type: accuracy
value: 69.26140000000001
verified: no, type: ap
value: 14.138284541193421
verified: no, type: f1
value: 53.715363590501916
verified: no, task: type: Classification
dataset: type: mteb/tweet_sentiment_extraction
name: MTEB TweetSentimentExtractionClassification
config: default
split: test
revision: d604517c81ca91fe16a244d1248fc021f9ecee7a
metrics: type: accuracy
value: 62.136389360498015
verified: no, type: f1
value: 62.33290824449911
verified: no, task: type: Clustering
dataset: type: mteb/twentynewsgroups-clustering
name: MTEB TwentyNewsgroupsClustering
config: default
split: test
revision: 6125ec4e24fa026cec8a478383ee943acfbd5449
metrics: type: v_measure
value: 52.18306009684791
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: 88.27561542588067
verified: no, type: cos_sim_ap
value: 80.59558041410928
verified: no, type: cos_sim_f1
value: 73.54724608388075
verified: no, type: cos_sim_precision
value: 70.55259331071255
verified: no, type: cos_sim_recall
value: 76.80738786279684
verified: no, type: dot_accuracy
value: 85.00923883888657
verified: no, type: dot_ap
value: 71.76942851966301
verified: no, type: dot_f1
value: 66.84518013631937
verified: no, type: dot_precision
value: 62.042476276547674
verified: no, type: dot_recall
value: 72.45382585751979
verified: no, type: euclidean_accuracy
value: 88.26965488466352
verified: no, type: euclidean_ap
value: 80.44398056118867
verified: no, type: euclidean_f1
value: 73.28244274809161
verified: no, type: euclidean_precision
value: 68.69806094182826
verified: no, type: euclidean_recall
value: 78.52242744063325
verified: no, type: manhattan_accuracy
value: 88.25773380222924
verified: no, type: manhattan_ap
value: 80.25000483445007
verified: no, type: manhattan_f1
value: 73.10447023956533
verified: no, type: manhattan_precision
value: 68.70937790157846
verified: no, type: manhattan_recall
value: 78.10026385224275
verified: no, type: max_accuracy
value: 88.27561542588067
verified: no, type: max_ap
value: 80.59558041410928
verified: no, type: max_f1
value: 73.54724608388075
verified: no, task: type: PairClassification
dataset: type: mteb/twitterurlcorpus-pairclassification
name: MTEB TwitterURLCorpus
config: default
split: test
revision: 8b6510b0b1fa4e4c4f879467980e9be563ec1cdf
metrics: type: cos_sim_accuracy
value: 89.52536189700004
verified: no, type: cos_sim_ap
value: 86.55972191277392
verified: no, type: cos_sim_f1
value: 79.31733569243245
verified: no, type: cos_sim_precision
value: 76.08372816632487
verified: no, type: cos_sim_recall
value: 82.83800431167231
verified: no, type: dot_accuracy
value: 87.77506112469437
verified: no, type: dot_ap
value: 82.92833178514168
verified: no, type: dot_f1
value: 76.12050479839702
verified: no, type: dot_precision
value: 70.03687172520861
verified: no, type: dot_recall
value: 83.3615645210964
verified: no, type: euclidean_accuracy
value: 89.3643031784841
verified: no, type: euclidean_ap
value: 86.45902920741383
verified: no, type: euclidean_f1
value: 79.4788514062154
verified: no, type: euclidean_precision
value: 76.32922160782645
verified: no, type: euclidean_recall
value: 82.89959963042809
verified: no, type: manhattan_accuracy
value: 89.38564830985369
verified: no, type: manhattan_ap
value: 86.47558438668958
verified: no, type: manhattan_f1
value: 79.46758328152997
verified: no, type: manhattan_precision
value: 75.67379343965457
verified: no, type: manhattan_recall
value: 83.66184170003079
verified: no, type: max_accuracy
value: 89.52536189700004
verified: no, type: max_ap
value: 86.55972191277392
verified: no, type: max_f1
value: 79.4788514062154
verified: no
Likes: 13 | All-time downloads: 32785
Created: 2024-04-04 03:33:56