Model: jinaai/jina-embedding-l-en-v1
Author: jinaai
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, pytorch, t5, finetuner, mteb, feature-extraction, sentence-similarity, custom_code, en, dataset:jinaai/negation-dataset, arxiv:2307.11224, license:apache-2.0, model-index, endpoints_compatible, region:us
Card metadata: pipeline_tag: sentence-similarity
tags: finetuner, mteb, sentence-transformers, feature-extraction, sentence-similarity
datasets: jinaai/negation-dataset
language: en
license: apache-2.0
model-index: name: jina-triplets-large
results: task: type: Classification
dataset: type: mteb/amazon_counterfactual
name: MTEB AmazonCounterfactualClassification (en)
config: en
split: test
revision: e8379541af4e31359cca9fbcf4b00f2671dba205
metrics: type: accuracy
value: 68.92537313432835
verified: no, type: ap
value: 29.723758877632513
verified: no, type: f1
value: 61.909704211663794
verified: no, task: type: Classification
dataset: type: mteb/amazon_polarity
name: MTEB AmazonPolarityClassification
config: default
split: test
revision: e2d317d38cd51312af73b3d32a06d1a08b442046
metrics: type: accuracy
value: 69.13669999999999
verified: no, type: ap
value: 65.30216072238086
verified: no, type: f1
value: 67.1890891071034
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: 31.384
verified: no, type: f1
value: 30.016752348953723
verified: no, task: type: Retrieval
dataset: type: arguana
name: MTEB ArguAna
config: default
split: test
revision: None
metrics: type: map_at_1
value: 23.613
verified: no, type: map_at_10
value: 37.897
verified: no, type: map_at_100
value: 39.093
verified: no, type: map_at_1000
value: 39.109
verified: no, type: map_at_3
value: 32.824
verified: no, type: map_at_5
value: 35.679
verified: no, type: mrr_at_1
value: 23.826
verified: no, type: mrr_at_10
value: 37.997
verified: no, type: mrr_at_100
value: 39.186
verified: no, type: mrr_at_1000
value: 39.202
verified: no, type: mrr_at_3
value: 32.918
verified: no, type: mrr_at_5
value: 35.748999999999995
verified: no, type: ndcg_at_1
value: 23.613
verified: no, type: ndcg_at_10
value: 46.482
verified: no, type: ndcg_at_100
value: 51.55499999999999
verified: no, type: ndcg_at_1000
value: 51.974
verified: no, type: ndcg_at_3
value: 35.964
verified: no, type: ndcg_at_5
value: 41.144999999999996
verified: no, type: precision_at_1
value: 23.613
verified: no, type: precision_at_10
value: 7.417999999999999
verified: no, type: precision_at_100
value: 0.963
verified: no, type: precision_at_1000
value: 0.1
verified: no, type: precision_at_3
value: 15.031
verified: no, type: precision_at_5
value: 11.55
verified: no, type: recall_at_1
value: 23.613
verified: no, type: recall_at_10
value: 74.182
verified: no, type: recall_at_100
value: 96.30199999999999
verified: no, type: recall_at_1000
value: 99.57300000000001
verified: no, type: recall_at_3
value: 45.092
verified: no, type: recall_at_5
value: 57.752
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: 40.51285742156528
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: 31.5825964077496
verified: no, task: type: Reranking
dataset: type: mteb/askubuntudupquestions-reranking
name: MTEB AskUbuntuDupQuestions
config: default
split: test
revision: 2000358ca161889fa9c082cb41daa8dcfb161a54
metrics: type: map
value: 62.830281630546835
verified: no, type: mrr
value: 75.93072593765115
verified: no, task: type: STS
dataset: type: mteb/biosses-sts
name: MTEB BIOSSES
config: default
split: test
revision: d3fb88f8f02e40887cd149695127462bbcf29b4a
metrics: type: cos_sim_pearson
value: 87.26764516732737
verified: no, type: cos_sim_spearman
value: 84.42541766631741
verified: no, type: euclidean_pearson
value: 48.71357447655235
verified: no, type: euclidean_spearman
value: 49.2023259276511
verified: no, type: manhattan_pearson
value: 48.36366272727299
verified: no, type: manhattan_spearman
value: 48.457128224924354
verified: no, task: type: Classification
dataset: type: mteb/banking77
name: MTEB Banking77Classification
config: default
split: test
revision: 0fd18e25b25c072e09e0d92ab615fda904d66300
metrics: type: accuracy
value: 85.3409090909091
verified: no, type: f1
value: 85.25262617676835
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: 33.560193912974974
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: 28.4426572644577
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackAndroidRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 27.822999999999997
verified: no, type: map_at_10
value: 39.088
verified: no, type: map_at_100
value: 40.561
verified: no, type: map_at_1000
value: 40.69
verified: no, type: map_at_3
value: 35.701
verified: no, type: map_at_5
value: 37.556
verified: no, type: mrr_at_1
value: 33.906
verified: no, type: mrr_at_10
value: 44.527
verified: no, type: mrr_at_100
value: 45.403999999999996
verified: no, type: mrr_at_1000
value: 45.452
verified: no, type: mrr_at_3
value: 41.726
verified: no, type: mrr_at_5
value: 43.314
verified: no, type: ndcg_at_1
value: 33.906
verified: no, type: ndcg_at_10
value: 45.591
verified: no, type: ndcg_at_100
value: 51.041000000000004
verified: no, type: ndcg_at_1000
value: 53.1
verified: no, type: ndcg_at_3
value: 40.324
verified: no, type: ndcg_at_5
value: 42.723
verified: no, type: precision_at_1
value: 33.906
verified: no, type: precision_at_10
value: 8.655
verified: no, type: precision_at_100
value: 1.418
verified: no, type: precision_at_1000
value: 0.19499999999999998
verified: no, type: precision_at_3
value: 19.123
verified: no, type: precision_at_5
value: 13.963000000000001
verified: no, type: recall_at_1
value: 27.822999999999997
verified: no, type: recall_at_10
value: 58.63699999999999
verified: no, type: recall_at_100
value: 80.874
verified: no, type: recall_at_1000
value: 93.82000000000001
verified: no, type: recall_at_3
value: 44.116
verified: no, type: recall_at_5
value: 50.178999999999995
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackEnglishRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 26.823999999999998
verified: no, type: map_at_10
value: 37.006
verified: no, type: map_at_100
value: 38.256
verified: no, type: map_at_1000
value: 38.397999999999996
verified: no, type: map_at_3
value: 34.011
verified: no, type: map_at_5
value: 35.643
verified: no, type: mrr_at_1
value: 34.268
verified: no, type: mrr_at_10
value: 43.374
verified: no, type: mrr_at_100
value: 44.096000000000004
verified: no, type: mrr_at_1000
value: 44.144
verified: no, type: mrr_at_3
value: 41.008
verified: no, type: mrr_at_5
value: 42.359
verified: no, type: ndcg_at_1
value: 34.268
verified: no, type: ndcg_at_10
value: 43.02
verified: no, type: ndcg_at_100
value: 47.747
verified: no, type: ndcg_at_1000
value: 50.019999999999996
verified: no, type: ndcg_at_3
value: 38.687
verified: no, type: ndcg_at_5
value: 40.647
verified: no, type: precision_at_1
value: 34.268
verified: no, type: precision_at_10
value: 8.261000000000001
verified: no, type: precision_at_100
value: 1.376
verified: no, type: precision_at_1000
value: 0.189
verified: no, type: precision_at_3
value: 19.108
verified: no, type: precision_at_5
value: 13.489999999999998
verified: no, type: recall_at_1
value: 26.823999999999998
verified: no, type: recall_at_10
value: 53.84100000000001
verified: no, type: recall_at_100
value: 73.992
verified: no, type: recall_at_1000
value: 88.524
verified: no, type: recall_at_3
value: 40.711000000000006
verified: no, type: recall_at_5
value: 46.477000000000004
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackGamingRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 34.307
verified: no, type: map_at_10
value: 45.144
verified: no, type: map_at_100
value: 46.351
verified: no, type: map_at_1000
value: 46.414
verified: no, type: map_at_3
value: 42.315000000000005
verified: no, type: map_at_5
value: 43.991
verified: no, type: mrr_at_1
value: 39.06
verified: no, type: mrr_at_10
value: 48.612
verified: no, type: mrr_at_100
value: 49.425000000000004
verified: no, type: mrr_at_1000
value: 49.458999999999996
verified: no, type: mrr_at_3
value: 46.144
verified: no, type: mrr_at_5
value: 47.654999999999994
verified: no, type: ndcg_at_1
value: 39.06
verified: no, type: ndcg_at_10
value: 50.647
verified: no, type: ndcg_at_100
value: 55.620000000000005
verified: no, type: ndcg_at_1000
value: 56.976000000000006
verified: no, type: ndcg_at_3
value: 45.705
verified: no, type: ndcg_at_5
value: 48.269
verified: no, type: precision_at_1
value: 39.06
verified: no, type: precision_at_10
value: 8.082
verified: no, type: precision_at_100
value: 1.161
verified: no, type: precision_at_1000
value: 0.133
verified: no, type: precision_at_3
value: 20.376
verified: no, type: precision_at_5
value: 14.069
verified: no, type: recall_at_1
value: 34.307
verified: no, type: recall_at_10
value: 63.497
verified: no, type: recall_at_100
value: 85.038
verified: no, type: recall_at_1000
value: 94.782
verified: no, type: recall_at_3
value: 50.209
verified: no, type: recall_at_5
value: 56.525000000000006
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackGisRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 26.448
verified: no, type: map_at_10
value: 34.86
verified: no, type: map_at_100
value: 36.004999999999995
verified: no, type: map_at_1000
value: 36.081
verified: no, type: map_at_3
value: 32.527
verified: no, type: map_at_5
value: 33.955
verified: no, type: mrr_at_1
value: 28.701
verified: no, type: mrr_at_10
value: 36.909
verified: no, type: mrr_at_100
value: 37.89
verified: no, type: mrr_at_1000
value: 37.945
verified: no, type: mrr_at_3
value: 34.576
verified: no, type: mrr_at_5
value: 35.966
verified: no, type: ndcg_at_1
value: 28.701
verified: no, type: ndcg_at_10
value: 39.507999999999996
verified: no, type: ndcg_at_100
value: 45.056000000000004
verified: no, type: ndcg_at_1000
value: 47.034
verified: no, type: ndcg_at_3
value: 34.985
verified: no, type: ndcg_at_5
value: 37.384
verified: no, type: precision_at_1
value: 28.701
verified: no, type: precision_at_10
value: 5.921
verified: no, type: precision_at_100
value: 0.914
verified: no, type: precision_at_1000
value: 0.11199999999999999
verified: no, type: precision_at_3
value: 14.689
verified: no, type: precision_at_5
value: 10.237
verified: no, type: recall_at_1
value: 26.448
verified: no, type: recall_at_10
value: 51.781
verified: no, type: recall_at_100
value: 77.142
verified: no, type: recall_at_1000
value: 92.10000000000001
verified: no, type: recall_at_3
value: 39.698
verified: no, type: recall_at_5
value: 45.469
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackMathematicaRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 14.174000000000001
verified: no, type: map_at_10
value: 22.019
verified: no, type: map_at_100
value: 23.18
verified: no, type: map_at_1000
value: 23.304
verified: no, type: map_at_3
value: 19.332
verified: no, type: map_at_5
value: 20.816000000000003
verified: no, type: mrr_at_1
value: 17.785999999999998
verified: no, type: mrr_at_10
value: 26.233
verified: no, type: mrr_at_100
value: 27.254
verified: no, type: mrr_at_1000
value: 27.328000000000003
verified: no, type: mrr_at_3
value: 23.653
verified: no, type: mrr_at_5
value: 25.095
verified: no, type: ndcg_at_1
value: 17.785999999999998
verified: no, type: ndcg_at_10
value: 27.236
verified: no, type: ndcg_at_100
value: 32.932
verified: no, type: ndcg_at_1000
value: 36.134
verified: no, type: ndcg_at_3
value: 22.33
verified: no, type: ndcg_at_5
value: 24.573999999999998
verified: no, type: precision_at_1
value: 17.785999999999998
verified: no, type: precision_at_10
value: 5.286
verified: no, type: precision_at_100
value: 0.9369999999999999
verified: no, type: precision_at_1000
value: 0.136
verified: no, type: precision_at_3
value: 11.07
verified: no, type: precision_at_5
value: 8.308
verified: no, type: recall_at_1
value: 14.174000000000001
verified: no, type: recall_at_10
value: 39.135
verified: no, type: recall_at_100
value: 64.095
verified: no, type: recall_at_1000
value: 87.485
verified: no, type: recall_at_3
value: 25.496999999999996
verified: no, type: recall_at_5
value: 31.148999999999997
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackPhysicsRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 24.371000000000002
verified: no, type: map_at_10
value: 33.074999999999996
verified: no, type: map_at_100
value: 34.486
verified: no, type: map_at_1000
value: 34.608
verified: no, type: map_at_3
value: 30.483
verified: no, type: map_at_5
value: 31.972
verified: no, type: mrr_at_1
value: 29.548000000000002
verified: no, type: mrr_at_10
value: 38.431
verified: no, type: mrr_at_100
value: 39.347
verified: no, type: mrr_at_1000
value: 39.4
verified: no, type: mrr_at_3
value: 35.980000000000004
verified: no, type: mrr_at_5
value: 37.413999999999994
verified: no, type: ndcg_at_1
value: 29.548000000000002
verified: no, type: ndcg_at_10
value: 38.552
verified: no, type: ndcg_at_100
value: 44.598
verified: no, type: ndcg_at_1000
value: 47
verified: no, type: ndcg_at_3
value: 34.109
verified: no, type: ndcg_at_5
value: 36.263
verified: no, type: precision_at_1
value: 29.548000000000002
verified: no, type: precision_at_10
value: 6.92
verified: no, type: precision_at_100
value: 1.179
verified: no, type: precision_at_1000
value: 0.159
verified: no, type: precision_at_3
value: 16.137
verified: no, type: precision_at_5
value: 11.511000000000001
verified: no, type: recall_at_1
value: 24.371000000000002
verified: no, type: recall_at_10
value: 49.586999999999996
verified: no, type: recall_at_100
value: 75.15899999999999
verified: no, type: recall_at_1000
value: 91.06
verified: no, type: recall_at_3
value: 37.09
verified: no, type: recall_at_5
value: 42.588
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackProgrammersRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 24.517
verified: no, type: map_at_10
value: 32.969
verified: no, type: map_at_100
value: 34.199
verified: no, type: map_at_1000
value: 34.322
verified: no, type: map_at_3
value: 30.270999999999997
verified: no, type: map_at_5
value: 31.863000000000003
verified: no, type: mrr_at_1
value: 30.479
verified: no, type: mrr_at_10
value: 38.633
verified: no, type: mrr_at_100
value: 39.522
verified: no, type: mrr_at_1000
value: 39.583
verified: no, type: mrr_at_3
value: 36.454
verified: no, type: mrr_at_5
value: 37.744
verified: no, type: ndcg_at_1
value: 30.479
verified: no, type: ndcg_at_10
value: 38.269
verified: no, type: ndcg_at_100
value: 43.91
verified: no, type: ndcg_at_1000
value: 46.564
verified: no, type: ndcg_at_3
value: 34.03
verified: no, type: ndcg_at_5
value: 36.155
verified: no, type: precision_at_1
value: 30.479
verified: no, type: precision_at_10
value: 6.815
verified: no, type: precision_at_100
value: 1.138
verified: no, type: precision_at_1000
value: 0.158
verified: no, type: precision_at_3
value: 16.058
verified: no, type: precision_at_5
value: 11.416
verified: no, type: recall_at_1
value: 24.517
verified: no, type: recall_at_10
value: 48.559000000000005
verified: no, type: recall_at_100
value: 73.307
verified: no, type: recall_at_1000
value: 91.508
verified: no, type: recall_at_3
value: 36.563
verified: no, type: recall_at_5
value: 42.375
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 24.336166666666664
verified: no, type: map_at_10
value: 32.80791666666667
verified: no, type: map_at_100
value: 34.043416666666666
verified: no, type: map_at_1000
value: 34.162749999999996
verified: no, type: map_at_3
value: 30.187083333333337
verified: no, type: map_at_5
value: 31.637833333333337
verified: no, type: mrr_at_1
value: 28.669583333333343
verified: no, type: mrr_at_10
value: 36.88616666666667
verified: no, type: mrr_at_100
value: 37.80233333333333
verified: no, type: mrr_at_1000
value: 37.86141666666666
verified: no, type: mrr_at_3
value: 34.537416666666665
verified: no, type: mrr_at_5
value: 35.84275
verified: no, type: ndcg_at_1
value: 28.669583333333343
verified: no, type: ndcg_at_10
value: 37.956916666666665
verified: no, type: ndcg_at_100
value: 43.39475
verified: no, type: ndcg_at_1000
value: 45.79925
verified: no, type: ndcg_at_3
value: 33.43683333333334
verified: no, type: ndcg_at_5
value: 35.52575
verified: no, type: precision_at_1
value: 28.669583333333343
verified: no, type: precision_at_10
value: 6.603833333333335
verified: no, type: precision_at_100
value: 1.1079166666666667
verified: no, type: precision_at_1000
value: 0.15208333333333335
verified: no, type: precision_at_3
value: 15.338750000000001
verified: no, type: precision_at_5
value: 10.88775
verified: no, type: recall_at_1
value: 24.336166666666664
verified: no, type: recall_at_10
value: 49.19358333333333
verified: no, type: recall_at_100
value: 73.07583333333334
verified: no, type: recall_at_1000
value: 89.81675
verified: no, type: recall_at_3
value: 36.54091666666667
verified: no, type: recall_at_5
value: 41.919250000000005
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackStatsRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 23.388
verified: no, type: map_at_10
value: 29.408
verified: no, type: map_at_100
value: 30.452
verified: no, type: map_at_1000
value: 30.546
verified: no, type: map_at_3
value: 27.139000000000003
verified: no, type: map_at_5
value: 28.402
verified: no, type: mrr_at_1
value: 25.46
verified: no, type: mrr_at_10
value: 31.966
verified: no, type: mrr_at_100
value: 32.879999999999995
verified: no, type: mrr_at_1000
value: 32.944
verified: no, type: mrr_at_3
value: 29.755
verified: no, type: mrr_at_5
value: 30.974
verified: no, type: ndcg_at_1
value: 25.46
verified: no, type: ndcg_at_10
value: 33.449
verified: no, type: ndcg_at_100
value: 38.67
verified: no, type: ndcg_at_1000
value: 41.035
verified: no, type: ndcg_at_3
value: 29.048000000000002
verified: no, type: ndcg_at_5
value: 31.127
verified: no, type: precision_at_1
value: 25.46
verified: no, type: precision_at_10
value: 5.199
verified: no, type: precision_at_100
value: 0.8670000000000001
verified: no, type: precision_at_1000
value: 0.11399999999999999
verified: no, type: precision_at_3
value: 12.168
verified: no, type: precision_at_5
value: 8.62
verified: no, type: recall_at_1
value: 23.388
verified: no, type: recall_at_10
value: 43.428
verified: no, type: recall_at_100
value: 67.245
verified: no, type: recall_at_1000
value: 84.75399999999999
verified: no, type: recall_at_3
value: 31.416
verified: no, type: recall_at_5
value: 36.451
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackTexRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 17.136000000000003
verified: no, type: map_at_10
value: 24.102999999999998
verified: no, type: map_at_100
value: 25.219
verified: no, type: map_at_1000
value: 25.344
verified: no, type: map_at_3
value: 22.004
verified: no, type: map_at_5
value: 23.145
verified: no, type: mrr_at_1
value: 20.613
verified: no, type: mrr_at_10
value: 27.753
verified: no, type: mrr_at_100
value: 28.698
verified: no, type: mrr_at_1000
value: 28.776000000000003
verified: no, type: mrr_at_3
value: 25.711000000000002
verified: no, type: mrr_at_5
value: 26.795
verified: no, type: ndcg_at_1
value: 20.613
verified: no, type: ndcg_at_10
value: 28.510999999999996
verified: no, type: ndcg_at_100
value: 33.924
verified: no, type: ndcg_at_1000
value: 36.849
verified: no, type: ndcg_at_3
value: 24.664
verified: no, type: ndcg_at_5
value: 26.365
verified: no, type: precision_at_1
value: 20.613
verified: no, type: precision_at_10
value: 5.069
verified: no, type: precision_at_100
value: 0.918
verified: no, type: precision_at_1000
value: 0.136
verified: no, type: precision_at_3
value: 11.574
verified: no, type: precision_at_5
value: 8.211
verified: no, type: recall_at_1
value: 17.136000000000003
verified: no, type: recall_at_10
value: 38.232
verified: no, type: recall_at_100
value: 62.571
verified: no, type: recall_at_1000
value: 83.23
verified: no, type: recall_at_3
value: 27.468999999999998
verified: no, type: recall_at_5
value: 31.852999999999998
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackUnixRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 25.580000000000002
verified: no, type: map_at_10
value: 33.449
verified: no, type: map_at_100
value: 34.58
verified: no, type: map_at_1000
value: 34.692
verified: no, type: map_at_3
value: 30.660999999999998
verified: no, type: map_at_5
value: 32.425
verified: no, type: mrr_at_1
value: 30.037000000000003
verified: no, type: mrr_at_10
value: 37.443
verified: no, type: mrr_at_100
value: 38.32
verified: no, type: mrr_at_1000
value: 38.384
verified: no, type: mrr_at_3
value: 34.778999999999996
verified: no, type: mrr_at_5
value: 36.458
verified: no, type: ndcg_at_1
value: 30.037000000000003
verified: no, type: ndcg_at_10
value: 38.46
verified: no, type: ndcg_at_100
value: 43.746
verified: no, type: ndcg_at_1000
value: 46.28
verified: no, type: ndcg_at_3
value: 33.52
verified: no, type: ndcg_at_5
value: 36.175000000000004
verified: no, type: precision_at_1
value: 30.037000000000003
verified: no, type: precision_at_10
value: 6.418
verified: no, type: precision_at_100
value: 1.0210000000000001
verified: no, type: precision_at_1000
value: 0.136
verified: no, type: precision_at_3
value: 15.018999999999998
verified: no, type: precision_at_5
value: 10.877
verified: no, type: recall_at_1
value: 25.580000000000002
verified: no, type: recall_at_10
value: 49.830000000000005
verified: no, type: recall_at_100
value: 73.04899999999999
verified: no, type: recall_at_1000
value: 90.751
verified: no, type: recall_at_3
value: 36.370999999999995
verified: no, type: recall_at_5
value: 43.104
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackWebmastersRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 24.071
verified: no, type: map_at_10
value: 33.384
verified: no, type: map_at_100
value: 35.004999999999995
verified: no, type: map_at_1000
value: 35.215999999999994
verified: no, type: map_at_3
value: 30.459000000000003
verified: no, type: map_at_5
value: 31.769
verified: no, type: mrr_at_1
value: 28.854000000000003
verified: no, type: mrr_at_10
value: 37.512
verified: no, type: mrr_at_100
value: 38.567
verified: no, type: mrr_at_1000
value: 38.618
verified: no, type: mrr_at_3
value: 35.211
verified: no, type: mrr_at_5
value: 36.13
verified: no, type: ndcg_at_1
value: 28.854000000000003
verified: no, type: ndcg_at_10
value: 39.216
verified: no, type: ndcg_at_100
value: 45.214
verified: no, type: ndcg_at_1000
value: 47.573
verified: no, type: ndcg_at_3
value: 34.597
verified: no, type: ndcg_at_5
value: 36.063
verified: no, type: precision_at_1
value: 28.854000000000003
verified: no, type: precision_at_10
value: 7.648000000000001
verified: no, type: precision_at_100
value: 1.545
verified: no, type: precision_at_1000
value: 0.241
verified: no, type: precision_at_3
value: 16.667
verified: no, type: precision_at_5
value: 11.818
verified: no, type: recall_at_1
value: 24.071
verified: no, type: recall_at_10
value: 50.802
verified: no, type: recall_at_100
value: 77.453
verified: no, type: recall_at_1000
value: 92.304
verified: no, type: recall_at_3
value: 36.846000000000004
verified: no, type: recall_at_5
value: 41.14
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackWordpressRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 23.395
verified: no, type: map_at_10
value: 29.189999999999998
verified: no, type: map_at_100
value: 30.226999999999997
verified: no, type: map_at_1000
value: 30.337999999999997
verified: no, type: map_at_3
value: 27.342
verified: no, type: map_at_5
value: 28.116999999999997
verified: no, type: mrr_at_1
value: 25.323
verified: no, type: mrr_at_10
value: 31.241000000000003
verified: no, type: mrr_at_100
value: 32.225
verified: no, type: mrr_at_1000
value: 32.304
verified: no, type: mrr_at_3
value: 29.452
verified: no, type: mrr_at_5
value: 30.209000000000003
verified: no, type: ndcg_at_1
value: 25.323
verified: no, type: ndcg_at_10
value: 33.024
verified: no, type: ndcg_at_100
value: 38.279
verified: no, type: ndcg_at_1000
value: 41.026
verified: no, type: ndcg_at_3
value: 29.243000000000002
verified: no, type: ndcg_at_5
value: 30.564000000000004
verified: no, type: precision_at_1
value: 25.323
verified: no, type: precision_at_10
value: 4.972
verified: no, type: precision_at_100
value: 0.8210000000000001
verified: no, type: precision_at_1000
value: 0.116
verified: no, type: precision_at_3
value: 12.076
verified: no, type: precision_at_5
value: 8.133
verified: no, type: recall_at_1
value: 23.395
verified: no, type: recall_at_10
value: 42.994
verified: no, type: recall_at_100
value: 66.985
verified: no, type: recall_at_1000
value: 87.483
verified: no, type: recall_at_3
value: 32.505
verified: no, type: recall_at_5
value: 35.721000000000004
verified: no, task: type: Retrieval
dataset: type: climate-fever
name: MTEB ClimateFEVER
config: default
split: test
revision: None
metrics: type: map_at_1
value: 8.322000000000001
verified: no, type: map_at_10
value: 14.491000000000001
verified: no, type: map_at_100
value: 16.066
verified: no, type: map_at_1000
value: 16.238
verified: no, type: map_at_3
value: 12.235
verified: no, type: map_at_5
value: 13.422999999999998
verified: no, type: mrr_at_1
value: 19.479
verified: no, type: mrr_at_10
value: 29.38
verified: no, type: mrr_at_100
value: 30.520999999999997
verified: no, type: mrr_at_1000
value: 30.570999999999998
verified: no, type: mrr_at_3
value: 26.395000000000003
verified: no, type: mrr_at_5
value: 27.982000000000003
verified: no, type: ndcg_at_1
value: 19.479
verified: no, type: ndcg_at_10
value: 21.215
verified: no, type: ndcg_at_100
value: 27.966
verified: no, type: ndcg_at_1000
value: 31.324
verified: no, type: ndcg_at_3
value: 17.194000000000003
verified: no, type: ndcg_at_5
value: 18.593
verified: no, type: precision_at_1
value: 19.479
verified: no, type: precision_at_10
value: 6.5280000000000005
verified: no, type: precision_at_100
value: 1.359
verified: no, type: precision_at_1000
value: 0.198
verified: no, type: precision_at_3
value: 12.703999999999999
verified: no, type: precision_at_5
value: 9.655
verified: no, type: recall_at_1
value: 8.322000000000001
verified: no, type: recall_at_10
value: 26.165
verified: no, type: recall_at_100
value: 49.573
verified: no, type: recall_at_1000
value: 68.501
verified: no, type: recall_at_3
value: 16.179
verified: no, type: recall_at_5
value: 20.175
verified: no, task: type: Retrieval
dataset: type: dbpedia-entity
name: MTEB DBPedia
config: default
split: test
revision: None
metrics: type: map_at_1
value: 8.003
verified: no, type: map_at_10
value: 16.087
verified: no, type: map_at_100
value: 21.363
verified: no, type: map_at_1000
value: 22.64
verified: no, type: map_at_3
value: 12.171999999999999
verified: no, type: map_at_5
value: 13.866
verified: no, type: mrr_at_1
value: 61.25000000000001
verified: no, type: mrr_at_10
value: 68.626
verified: no, type: mrr_at_100
value: 69.134
verified: no, type: mrr_at_1000
value: 69.144
verified: no, type: mrr_at_3
value: 67.042
verified: no, type: mrr_at_5
value: 67.929
verified: no, type: ndcg_at_1
value: 49
verified: no, type: ndcg_at_10
value: 34.132
verified: no, type: ndcg_at_100
value: 37.545
verified: no, type: ndcg_at_1000
value: 44.544
verified: no, type: ndcg_at_3
value: 38.946999999999996
verified: no, type: ndcg_at_5
value: 36.317
verified: no, type: precision_at_1
value: 61.25000000000001
verified: no, type: precision_at_10
value: 26.325
verified: no, type: precision_at_100
value: 8.173
verified: no, type: precision_at_1000
value: 1.778
verified: no, type: precision_at_3
value: 41.667
verified: no, type: precision_at_5
value: 34.300000000000004
verified: no, type: recall_at_1
value: 8.003
verified: no, type: recall_at_10
value: 20.577
verified: no, type: recall_at_100
value: 41.884
verified: no, type: recall_at_1000
value: 64.36500000000001
verified: no, type: recall_at_3
value: 13.602
verified: no, type: recall_at_5
value: 16.41
verified: no, task: type: Classification
dataset: type: mteb/emotion
name: MTEB EmotionClassification
config: default
split: test
revision: 4f58c6b202a23cf9a4da393831edf4f9183cad37
metrics: type: accuracy
value: 45.835
verified: no, type: f1
value: 41.66455981281837
verified: no, task: type: Retrieval
dataset: type: fever
name: MTEB FEVER
config: default
split: test
revision: None
metrics: type: map_at_1
value: 55.717000000000006
verified: no, type: map_at_10
value: 66.34100000000001
verified: no, type: map_at_100
value: 66.776
verified: no, type: map_at_1000
value: 66.794
verified: no, type: map_at_3
value: 64.386
verified: no, type: map_at_5
value: 65.566
verified: no, type: mrr_at_1
value: 60.141
verified: no, type: mrr_at_10
value: 70.928
verified: no, type: mrr_at_100
value: 71.29299999999999
verified: no, type: mrr_at_1000
value: 71.30199999999999
verified: no, type: mrr_at_3
value: 69.07900000000001
verified: no, type: mrr_at_5
value: 70.244
verified: no, type: ndcg_at_1
value: 60.141
verified: no, type: ndcg_at_10
value: 71.90100000000001
verified: no, type: ndcg_at_100
value: 73.836
verified: no, type: ndcg_at_1000
value: 74.214
verified: no, type: ndcg_at_3
value: 68.203
verified: no, type: ndcg_at_5
value: 70.167
verified: no, type: precision_at_1
value: 60.141
verified: no, type: precision_at_10
value: 9.268
verified: no, type: precision_at_100
value: 1.03
verified: no, type: precision_at_1000
value: 0.108
verified: no, type: precision_at_3
value: 27.028000000000002
verified: no, type: precision_at_5
value: 17.342
verified: no, type: recall_at_1
value: 55.717000000000006
verified: no, type: recall_at_10
value: 84.66799999999999
verified: no, type: recall_at_100
value: 93.28
verified: no, type: recall_at_1000
value: 95.887
verified: no, type: recall_at_3
value: 74.541
verified: no, type: recall_at_5
value: 79.389
verified: no, task: type: Retrieval
dataset: type: fiqa
name: MTEB FiQA2018
config: default
split: test
revision: None
metrics: type: map_at_1
value: 17.744
verified: no, type: map_at_10
value: 29.554000000000002
verified: no, type: map_at_100
value: 31.180000000000003
verified: no, type: map_at_1000
value: 31.372
verified: no, type: map_at_3
value: 25.6
verified: no, type: map_at_5
value: 27.642
verified: no, type: mrr_at_1
value: 35.802
verified: no, type: mrr_at_10
value: 44.812999999999995
verified: no, type: mrr_at_100
value: 45.56
verified: no, type: mrr_at_1000
value: 45.606
verified: no, type: mrr_at_3
value: 42.181000000000004
verified: no, type: mrr_at_5
value: 43.516
verified: no, type: ndcg_at_1
value: 35.802
verified: no, type: ndcg_at_10
value: 37.269999999999996
verified: no, type: ndcg_at_100
value: 43.575
verified: no, type: ndcg_at_1000
value: 46.916000000000004
verified: no, type: ndcg_at_3
value: 33.511
verified: no, type: ndcg_at_5
value: 34.504000000000005
verified: no, type: precision_at_1
value: 35.802
verified: no, type: precision_at_10
value: 10.448
verified: no, type: precision_at_100
value: 1.7129999999999999
verified: no, type: precision_at_1000
value: 0.231
verified: no, type: precision_at_3
value: 22.531000000000002
verified: no, type: precision_at_5
value: 16.512
verified: no, type: recall_at_1
value: 17.744
verified: no, type: recall_at_10
value: 44.616
verified: no, type: recall_at_100
value: 68.51899999999999
verified: no, type: recall_at_1000
value: 88.495
verified: no, type: recall_at_3
value: 30.235
verified: no, type: recall_at_5
value: 35.821999999999996
verified: no, task: type: Retrieval
dataset: type: hotpotqa
name: MTEB HotpotQA
config: default
split: test
revision: None
metrics: type: map_at_1
value: 33.315
verified: no, type: map_at_10
value: 45.932
verified: no, type: map_at_100
value: 46.708
verified: no, type: map_at_1000
value: 46.778999999999996
verified: no, type: map_at_3
value: 43.472
verified: no, type: map_at_5
value: 45.022
verified: no, type: mrr_at_1
value: 66.631
verified: no, type: mrr_at_10
value: 73.083
verified: no, type: mrr_at_100
value: 73.405
verified: no, type: mrr_at_1000
value: 73.421
verified: no, type: mrr_at_3
value: 71.756
verified: no, type: mrr_at_5
value: 72.616
verified: no, type: ndcg_at_1
value: 66.631
verified: no, type: ndcg_at_10
value: 54.949000000000005
verified: no, type: ndcg_at_100
value: 57.965
verified: no, type: ndcg_at_1000
value: 59.467000000000006
verified: no, type: ndcg_at_3
value: 51.086
verified: no, type: ndcg_at_5
value: 53.272
verified: no, type: precision_at_1
value: 66.631
verified: no, type: precision_at_10
value: 11.178
verified: no, type: precision_at_100
value: 1.3559999999999999
verified: no, type: precision_at_1000
value: 0.156
verified: no, type: precision_at_3
value: 31.582
verified: no, type: precision_at_5
value: 20.678
verified: no, type: recall_at_1
value: 33.315
verified: no, type: recall_at_10
value: 55.888000000000005
verified: no, type: recall_at_100
value: 67.812
verified: no, type: recall_at_1000
value: 77.839
verified: no, type: recall_at_3
value: 47.373
verified: no, type: recall_at_5
value: 51.695
verified: no, task: type: Classification
dataset: type: mteb/imdb
name: MTEB ImdbClassification
config: default
split: test
revision: 3d86128a09e091d6018b6d26cad27f2739fc2db7
metrics: type: accuracy
value: 66.424
verified: no, type: ap
value: 61.132235499939256
verified: no, type: f1
value: 66.07094958225315
verified: no, task: type: Retrieval
dataset: type: msmarco
name: MTEB MSMARCO
config: default
split: dev
revision: None
metrics: type: map_at_1
value: 21.575
verified: no, type: map_at_10
value: 33.509
verified: no, type: map_at_100
value: 34.725
verified: no, type: map_at_1000
value: 34.775
verified: no, type: map_at_3
value: 29.673
verified: no, type: map_at_5
value: 31.805
verified: no, type: mrr_at_1
value: 22.235
verified: no, type: mrr_at_10
value: 34.1
verified: no, type: mrr_at_100
value: 35.254999999999995
verified: no, type: mrr_at_1000
value: 35.299
verified: no, type: mrr_at_3
value: 30.334
verified: no, type: mrr_at_5
value: 32.419
verified: no, type: ndcg_at_1
value: 22.235
verified: no, type: ndcg_at_10
value: 40.341
verified: no, type: ndcg_at_100
value: 46.161
verified: no, type: ndcg_at_1000
value: 47.400999999999996
verified: no, type: ndcg_at_3
value: 32.482
verified: no, type: ndcg_at_5
value: 36.269
verified: no, type: precision_at_1
value: 22.235
verified: no, type: precision_at_10
value: 6.422999999999999
verified: no, type: precision_at_100
value: 0.9329999999999999
verified: no, type: precision_at_1000
value: 0.104
verified: no, type: precision_at_3
value: 13.835
verified: no, type: precision_at_5
value: 10.226
verified: no, type: recall_at_1
value: 21.575
verified: no, type: recall_at_10
value: 61.448
verified: no, type: recall_at_100
value: 88.289
verified: no, type: recall_at_1000
value: 97.76899999999999
verified: no, type: recall_at_3
value: 39.971000000000004
verified: no, type: recall_at_5
value: 49.053000000000004
verified: no, task: type: Classification
dataset: type: mteb/mtop_domain
name: MTEB MTOPDomainClassification (en)
config: en
split: test
revision: d80d48c1eb48d3562165c59d59d0034df9fff0bf
metrics: type: accuracy
value: 92.83401732786137
verified: no, type: f1
value: 92.47678691291068
verified: no, task: type: Classification
dataset: type: mteb/mtop_intent
name: MTEB MTOPIntentClassification (en)
config: en
split: test
revision: ae001d0e6b1228650b7bd1c2c65fb50ad11a8aba
metrics: type: accuracy
value: 76.08983128134975
verified: no, type: f1
value: 59.782936393820904
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: 72.73032952252858
verified: no, type: f1
value: 70.72684765888265
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: 77.08473436449226
verified: no, type: f1
value: 77.31457411257054
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: 30.11980959210532
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: 25.2587629106119
verified: no, task: type: Reranking
dataset: type: mteb/mind_small
name: MTEB MindSmallReranking
config: default
split: test
revision: 3bdac13927fdc888b903db93b2ffdbd90b295a69
metrics: type: map
value: 31.48268319779204
verified: no, type: mrr
value: 32.501885728964304
verified: no, task: type: Retrieval
dataset: type: nfcorpus
name: MTEB NFCorpus
config: default
split: test
revision: None
metrics: type: map_at_1
value: 5.284
verified: no, type: map_at_10
value: 11.509
verified: no, type: map_at_100
value: 14.624
verified: no, type: map_at_1000
value: 16.035
verified: no, type: map_at_3
value: 8.347999999999999
verified: no, type: map_at_5
value: 9.919
verified: no, type: mrr_at_1
value: 43.344
verified: no, type: mrr_at_10
value: 52.303999999999995
verified: no, type: mrr_at_100
value: 52.994
verified: no, type: mrr_at_1000
value: 53.032999999999994
verified: no, type: mrr_at_3
value: 50.361
verified: no, type: mrr_at_5
value: 51.754
verified: no, type: ndcg_at_1
value: 41.176
verified: no, type: ndcg_at_10
value: 32.244
verified: no, type: ndcg_at_100
value: 29.916999999999998
verified: no, type: ndcg_at_1000
value: 38.753
verified: no, type: ndcg_at_3
value: 36.856
verified: no, type: ndcg_at_5
value: 35.394999999999996
verified: no, type: precision_at_1
value: 43.034
verified: no, type: precision_at_10
value: 24.118000000000002
verified: no, type: precision_at_100
value: 7.926
verified: no, type: precision_at_1000
value: 2.045
verified: no, type: precision_at_3
value: 34.675
verified: no, type: precision_at_5
value: 31.146
verified: no, type: recall_at_1
value: 5.284
verified: no, type: recall_at_10
value: 15.457
verified: no, type: recall_at_100
value: 30.914
verified: no, type: recall_at_1000
value: 63.788999999999994
verified: no, type: recall_at_3
value: 9.596
verified: no, type: recall_at_5
value: 12.391
verified: no, task: type: Retrieval
dataset: type: nq
name: MTEB NQ
config: default
split: test
revision: None
metrics: type: map_at_1
value: 29.537999999999997
verified: no, type: map_at_10
value: 43.99
verified: no, type: map_at_100
value: 45.003
verified: no, type: map_at_1000
value: 45.04
verified: no, type: map_at_3
value: 39.814
verified: no, type: map_at_5
value: 42.166
verified: no, type: mrr_at_1
value: 33.256
verified: no, type: mrr_at_10
value: 46.487
verified: no, type: mrr_at_100
value: 47.264
verified: no, type: mrr_at_1000
value: 47.29
verified: no, type: mrr_at_3
value: 43.091
verified: no, type: mrr_at_5
value: 45.013999999999996
verified: no, type: ndcg_at_1
value: 33.256
verified: no, type: ndcg_at_10
value: 51.403
verified: no, type: ndcg_at_100
value: 55.706999999999994
verified: no, type: ndcg_at_1000
value: 56.586000000000006
verified: no, type: ndcg_at_3
value: 43.559
verified: no, type: ndcg_at_5
value: 47.426
verified: no, type: precision_at_1
value: 33.256
verified: no, type: precision_at_10
value: 8.540000000000001
verified: no, type: precision_at_100
value: 1.093
verified: no, type: precision_at_1000
value: 0.11800000000000001
verified: no, type: precision_at_3
value: 19.834
verified: no, type: precision_at_5
value: 14.143
verified: no, type: recall_at_1
value: 29.537999999999997
verified: no, type: recall_at_10
value: 71.5
verified: no, type: recall_at_100
value: 90.25
verified: no, type: recall_at_1000
value: 96.82600000000001
verified: no, type: recall_at_3
value: 51.108
verified: no, type: recall_at_5
value: 60.006
verified: no, task: type: Retrieval
dataset: type: quora
name: MTEB QuoraRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 70.526
verified: no, type: map_at_10
value: 84.342
verified: no, type: map_at_100
value: 84.985
verified: no, type: map_at_1000
value: 85.003
verified: no, type: map_at_3
value: 81.472
verified: no, type: map_at_5
value: 83.292
verified: no, type: mrr_at_1
value: 81.17
verified: no, type: mrr_at_10
value: 87.33999999999999
verified: no, type: mrr_at_100
value: 87.445
verified: no, type: mrr_at_1000
value: 87.446
verified: no, type: mrr_at_3
value: 86.387
verified: no, type: mrr_at_5
value: 87.042
verified: no, type: ndcg_at_1
value: 81.19
verified: no, type: ndcg_at_10
value: 88.088
verified: no, type: ndcg_at_100
value: 89.35
verified: no, type: ndcg_at_1000
value: 89.462
verified: no, type: ndcg_at_3
value: 85.319
verified: no, type: ndcg_at_5
value: 86.858
verified: no, type: precision_at_1
value: 81.19
verified: no, type: precision_at_10
value: 13.33
verified: no, type: precision_at_100
value: 1.528
verified: no, type: precision_at_1000
value: 0.157
verified: no, type: precision_at_3
value: 37.31
verified: no, type: precision_at_5
value: 24.512
verified: no, type: recall_at_1
value: 70.526
verified: no, type: recall_at_10
value: 95.166
verified: no, type: recall_at_100
value: 99.479
verified: no, type: recall_at_1000
value: 99.984
verified: no, type: recall_at_3
value: 87.124
verified: no, type: recall_at_5
value: 91.53
verified: no, task: type: Clustering
dataset: type: mteb/reddit-clustering
name: MTEB RedditClustering
config: default
split: test
revision: 24640382cdbf8abc73003fb0fa6d111a705499eb
metrics: type: v_measure
value: 45.049073872893494
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: 55.13810914528368
verified: no, task: type: Retrieval
dataset: type: scidocs
name: MTEB SCIDOCS
config: default
split: test
revision: None
metrics: type: map_at_1
value: 4.593
verified: no, type: map_at_10
value: 10.907
verified: no, type: map_at_100
value: 12.888
verified: no, type: map_at_1000
value: 13.167000000000002
verified: no, type: map_at_3
value: 7.936
verified: no, type: map_at_5
value: 9.31
verified: no, type: mrr_at_1
value: 22.7
verified: no, type: mrr_at_10
value: 32.509
verified: no, type: mrr_at_100
value: 33.69
verified: no, type: mrr_at_1000
value: 33.747
verified: no, type: mrr_at_3
value: 29.599999999999998
verified: no, type: mrr_at_5
value: 31.155
verified: no, type: ndcg_at_1
value: 22.7
verified: no, type: ndcg_at_10
value: 18.445
verified: no, type: ndcg_at_100
value: 26.241999999999997
verified: no, type: ndcg_at_1000
value: 31.409
verified: no, type: ndcg_at_3
value: 17.864
verified: no, type: ndcg_at_5
value: 15.232999999999999
verified: no, type: precision_at_1
value: 22.7
verified: no, type: precision_at_10
value: 9.43
verified: no, type: precision_at_100
value: 2.061
verified: no, type: precision_at_1000
value: 0.331
verified: no, type: precision_at_3
value: 16.467000000000002
verified: no, type: precision_at_5
value: 13.08
verified: no, type: recall_at_1
value: 4.593
verified: no, type: recall_at_10
value: 19.115
verified: no, type: recall_at_100
value: 41.82
verified: no, type: recall_at_1000
value: 67.167
verified: no, type: recall_at_3
value: 9.983
verified: no, type: recall_at_5
value: 13.218
verified: no, task: type: STS
dataset: type: mteb/sickr-sts
name: MTEB SICK-R
config: default
split: test
revision: a6ea5a8cab320b040a23452cc28066d9beae2cee
metrics: type: cos_sim_pearson
value: 82.94432059816452
verified: no, type: cos_sim_spearman
value: 79.19993315048852
verified: no, type: euclidean_pearson
value: 72.43261099671753
verified: no, type: euclidean_spearman
value: 71.51531114998619
verified: no, type: manhattan_pearson
value: 71.83604124130447
verified: no, type: manhattan_spearman
value: 71.24460392842295
verified: no, task: type: STS
dataset: type: mteb/sts12-sts
name: MTEB STS12
config: default
split: test
revision: a0d554a64d88156834ff5ae9920b964011b16384
metrics: type: cos_sim_pearson
value: 84.25401068481673
verified: no, type: cos_sim_spearman
value: 74.5249604699309
verified: no, type: euclidean_pearson
value: 71.1324859629043
verified: no, type: euclidean_spearman
value: 58.77041705276752
verified: no, type: manhattan_pearson
value: 71.01471521586141
verified: no, type: manhattan_spearman
value: 58.69949381017865
verified: no, task: type: STS
dataset: type: mteb/sts13-sts
name: MTEB STS13
config: default
split: test
revision: 7e90230a92c190f1bf69ae9002b8cea547a64cca
metrics: type: cos_sim_pearson
value: 82.85731544223766
verified: no, type: cos_sim_spearman
value: 83.15607264736185
verified: no, type: euclidean_pearson
value: 75.8803249521361
verified: no, type: euclidean_spearman
value: 76.4862168799065
verified: no, type: manhattan_pearson
value: 75.80451454386811
verified: no, type: manhattan_spearman
value: 76.35986831074699
verified: no, task: type: STS
dataset: type: mteb/sts14-sts
name: MTEB STS14
config: default
split: test
revision: 6031580fec1f6af667f0bd2da0a551cf4f0b2375
metrics: type: cos_sim_pearson
value: 82.40669043798857
verified: no, type: cos_sim_spearman
value: 78.08686090667834
verified: no, type: euclidean_pearson
value: 74.48574712193803
verified: no, type: euclidean_spearman
value: 70.79423012045118
verified: no, type: manhattan_pearson
value: 74.39099211477354
verified: no, type: manhattan_spearman
value: 70.73135427277684
verified: no, task: type: STS
dataset: type: mteb/sts15-sts
name: MTEB STS15
config: default
split: test
revision: ae752c7c21bf194d8b67fd573edf7ae58183cbe3
metrics: type: cos_sim_pearson
value: 86.03027014209859
verified: no, type: cos_sim_spearman
value: 86.91082847840946
verified: no, type: euclidean_pearson
value: 69.13187603971996
verified: no, type: euclidean_spearman
value: 70.0370035340552
verified: no, type: manhattan_pearson
value: 69.2586635812031
verified: no, type: manhattan_spearman
value: 70.18638387118486
verified: no, task: type: STS
dataset: type: mteb/sts16-sts
name: MTEB STS16
config: default
split: test
revision: 4d8694f8f0e0100860b497b999b3dbed754a0513
metrics: type: cos_sim_pearson
value: 82.41190748361883
verified: no, type: cos_sim_spearman
value: 83.64850851235231
verified: no, type: euclidean_pearson
value: 71.60523243575282
verified: no, type: euclidean_spearman
value: 72.26134033805099
verified: no, type: manhattan_pearson
value: 71.50771482066683
verified: no, type: manhattan_spearman
value: 72.13707967973161
verified: no, task: type: STS
dataset: type: mteb/sts17-crosslingual-sts
name: MTEB STS17 (en-en)
config: en-en
split: test
revision: af5e6fb845001ecf41f4c1e033ce921939a2a68d
metrics: type: cos_sim_pearson
value: 90.42838477648627
verified: no, type: cos_sim_spearman
value: 90.15798155439076
verified: no, type: euclidean_pearson
value: 77.09619972244516
verified: no, type: euclidean_spearman
value: 75.5953488548861
verified: no, type: manhattan_pearson
value: 77.36892406451771
verified: no, type: manhattan_spearman
value: 75.76625156149356
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_pearson
value: 65.76151154879307
verified: no, type: cos_sim_spearman
value: 64.8846800918359
verified: no, type: euclidean_pearson
value: 50.23302700257155
verified: no, type: euclidean_spearman
value: 58.89455187289583
verified: no, type: manhattan_pearson
value: 50.05498582284945
verified: no, type: manhattan_spearman
value: 58.75893793871576
verified: no, task: type: STS
dataset: type: mteb/stsbenchmark-sts
name: MTEB STSBenchmark
config: default
split: test
revision: b0fddb56ed78048fa8b90373c8a3cfc37b684831
metrics: type: cos_sim_pearson
value: 84.72381109169437
verified: no, type: cos_sim_spearman
value: 84.59820928231167
verified: no, type: euclidean_pearson
value: 74.85450857429493
verified: no, type: euclidean_spearman
value: 73.83634052565915
verified: no, type: manhattan_pearson
value: 74.97349743979106
verified: no, type: manhattan_spearman
value: 73.9636470375881
verified: no, task: type: Reranking
dataset: type: mteb/scidocs-reranking
name: MTEB SciDocsRR
config: default
split: test
revision: d3c5e1fc0b855ab6097bf1cda04dd73947d7caab
metrics: type: map
value: 80.96736259172798
verified: no, type: mrr
value: 94.48378781712114
verified: no, task: type: Retrieval
dataset: type: scifact
name: MTEB SciFact
config: default
split: test
revision: None
metrics: type: map_at_1
value: 46.344
verified: no, type: map_at_10
value: 54.962
verified: no, type: map_at_100
value: 55.772
verified: no, type: map_at_1000
value: 55.81700000000001
verified: no, type: map_at_3
value: 51.832
verified: no, type: map_at_5
value: 53.718999999999994
verified: no, type: mrr_at_1
value: 49
verified: no, type: mrr_at_10
value: 56.721
verified: no, type: mrr_at_100
value: 57.287
verified: no, type: mrr_at_1000
value: 57.330000000000005
verified: no, type: mrr_at_3
value: 54.056000000000004
verified: no, type: mrr_at_5
value: 55.822
verified: no, type: ndcg_at_1
value: 49
verified: no, type: ndcg_at_10
value: 59.757000000000005
verified: no, type: ndcg_at_100
value: 63.149
verified: no, type: ndcg_at_1000
value: 64.43100000000001
verified: no, type: ndcg_at_3
value: 54.105000000000004
verified: no, type: ndcg_at_5
value: 57.196999999999996
verified: no, type: precision_at_1
value: 49
verified: no, type: precision_at_10
value: 8.200000000000001
verified: no, type: precision_at_100
value: 1.0070000000000001
verified: no, type: precision_at_1000
value: 0.11100000000000002
verified: no, type: precision_at_3
value: 20.889
verified: no, type: precision_at_5
value: 14.399999999999999
verified: no, type: recall_at_1
value: 46.344
verified: no, type: recall_at_10
value: 72.722
verified: no, type: recall_at_100
value: 88.167
verified: no, type: recall_at_1000
value: 98.333
verified: no, type: recall_at_3
value: 57.994
verified: no, type: recall_at_5
value: 65.506
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: 99.83366336633664
verified: no, type: cos_sim_ap
value: 96.09329747251944
verified: no, type: cos_sim_f1
value: 91.66255550074001
verified: no, type: cos_sim_precision
value: 90.45764362220059
verified: no, type: cos_sim_recall
value: 92.9
verified: no, type: dot_accuracy
value: 99.32871287128712
verified: no, type: dot_ap
value: 63.95436644147969
verified: no, type: dot_f1
value: 60.61814556331008
verified: no, type: dot_precision
value: 60.437375745526836
verified: no, type: dot_recall
value: 60.8
verified: no, type: euclidean_accuracy
value: 99.66534653465347
verified: no, type: euclidean_ap
value: 85.85143979761818
verified: no, type: euclidean_f1
value: 81.57033805888769
verified: no, type: euclidean_precision
value: 89.68824940047962
verified: no, type: euclidean_recall
value: 74.8
verified: no, type: manhattan_accuracy
value: 99.65742574257426
verified: no, type: manhattan_ap
value: 85.55693926348405
verified: no, type: manhattan_f1
value: 81.13804004214963
verified: no, type: manhattan_precision
value: 85.74610244988864
verified: no, type: manhattan_recall
value: 77
verified: no, type: max_accuracy
value: 99.83366336633664
verified: no, type: max_ap
value: 96.09329747251944
verified: no, type: max_f1
value: 91.66255550074001
verified: no, task: type: Clustering
dataset: type: mteb/stackexchange-clustering
name: MTEB StackExchangeClustering
config: default
split: test
revision: 6cbc1f7b2bc0622f2e39d2c77fa502909748c259
metrics: type: v_measure
value: 45.23573510003245
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: 33.37478638401161
verified: no, task: type: Reranking
dataset: type: mteb/stackoverflowdupquestions-reranking
name: MTEB StackOverflowDupQuestions
config: default
split: test
revision: e185fbe320c72810689fc5848eb6114e1ef5ec69
metrics: type: map
value: 50.375920467392476
verified: no, type: mrr
value: 51.17302223919871
verified: no, task: type: Summarization
dataset: type: mteb/summeval
name: MTEB SummEval
config: default
split: test
revision: cda12ad7615edc362dbf25a00fdd61d3b1eaf93c
metrics: type: cos_sim_pearson
value: 29.768864092288343
verified: no, type: cos_sim_spearman
value: 29.854278347043266
verified: no, type: dot_pearson
value: 20.51281723837505
verified: no, type: dot_spearman
value: 21.799102540913665
verified: no, task: type: Retrieval
dataset: type: trec-covid
name: MTEB TRECCOVID
config: default
split: test
revision: None
metrics: type: map_at_1
value: 0.2
verified: no, type: map_at_10
value: 1.202
verified: no, type: map_at_100
value: 6.729
verified: no, type: map_at_1000
value: 15.928
verified: no, type: map_at_3
value: 0.492
verified: no, type: map_at_5
value: 0.712
verified: no, type: mrr_at_1
value: 76
verified: no, type: mrr_at_10
value: 84.75
verified: no, type: mrr_at_100
value: 84.75
verified: no, type: mrr_at_1000
value: 84.75
verified: no, type: mrr_at_3
value: 83
verified: no, type: mrr_at_5
value: 84.5
verified: no, type: ndcg_at_1
value: 71
verified: no, type: ndcg_at_10
value: 57.253
verified: no, type: ndcg_at_100
value: 44.383
verified: no, type: ndcg_at_1000
value: 38.666
verified: no, type: ndcg_at_3
value: 64.324
verified: no, type: ndcg_at_5
value: 60.791
verified: no, type: precision_at_1
value: 76
verified: no, type: precision_at_10
value: 59.599999999999994
verified: no, type: precision_at_100
value: 45.440000000000005
verified: no, type: precision_at_1000
value: 17.458000000000002
verified: no, type: precision_at_3
value: 69.333
verified: no, type: precision_at_5
value: 63.2
verified: no, type: recall_at_1
value: 0.2
verified: no, type: recall_at_10
value: 1.4949999999999999
verified: no, type: recall_at_100
value: 10.266
verified: no, type: recall_at_1000
value: 35.853
verified: no, type: recall_at_3
value: 0.5349999999999999
verified: no, type: recall_at_5
value: 0.8109999999999999
verified: no, task: type: Retrieval
dataset: type: webis-touche2020
name: MTEB Touche2020
config: default
split: test
revision: None
metrics: type: map_at_1
value: 2.0140000000000002
verified: no, type: map_at_10
value: 8.474
verified: no, type: map_at_100
value: 14.058000000000002
verified: no, type: map_at_1000
value: 15.381
verified: no, type: map_at_3
value: 4.508
verified: no, type: map_at_5
value: 5.87
verified: no, type: mrr_at_1
value: 22.448999999999998
verified: no, type: mrr_at_10
value: 37.242
verified: no, type: mrr_at_100
value: 38.291
verified: no, type: mrr_at_1000
value: 38.311
verified: no, type: mrr_at_3
value: 32.312999999999995
verified: no, type: mrr_at_5
value: 34.762
verified: no, type: ndcg_at_1
value: 20.408
verified: no, type: ndcg_at_10
value: 20.729
verified: no, type: ndcg_at_100
value: 33.064
verified: no, type: ndcg_at_1000
value: 44.324999999999996
verified: no, type: ndcg_at_3
value: 21.251
verified: no, type: ndcg_at_5
value: 20.28
verified: no, type: precision_at_1
value: 22.448999999999998
verified: no, type: precision_at_10
value: 18.98
verified: no, type: precision_at_100
value: 7.224
verified: no, type: precision_at_1000
value: 1.471
verified: no, type: precision_at_3
value: 22.448999999999998
verified: no, type: precision_at_5
value: 20.816000000000003
verified: no, type: recall_at_1
value: 2.0140000000000002
verified: no, type: recall_at_10
value: 13.96
verified: no, type: recall_at_100
value: 44.187
verified: no, type: recall_at_1000
value: 79.328
verified: no, type: recall_at_3
value: 5.345
verified: no, type: recall_at_5
value: 7.979
verified: no, task: type: Classification
dataset: type: mteb/toxic_conversations_50k
name: MTEB ToxicConversationsClassification
config: default
split: test
revision: d7c0de2777da35d6aae2200a62c6e0e5af397c4c
metrics: type: accuracy
value: 69.1312
verified: no, type: ap
value: 12.606776505497608
verified: no, type: f1
value: 52.4112415600534
verified: no, task: type: Classification
dataset: type: mteb/tweet_sentiment_extraction
name: MTEB TweetSentimentExtractionClassification
config: default
split: test
revision: d604517c81ca91fe16a244d1248fc021f9ecee7a
metrics: type: accuracy
value: 58.16072439162422
verified: no, type: f1
value: 58.29152785435414
verified: no, task: type: Clustering
dataset: type: mteb/twentynewsgroups-clustering
name: MTEB TwentyNewsgroupsClustering
config: default
split: test
revision: 6125ec4e24fa026cec8a478383ee943acfbd5449
metrics: type: v_measure
value: 40.421119289825924
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: 85.48012159504083
verified: no, type: cos_sim_ap
value: 72.31974877212102
verified: no, type: cos_sim_f1
value: 67.96846573681019
verified: no, type: cos_sim_precision
value: 62.89562289562289
verified: no, type: cos_sim_recall
value: 73.93139841688654
verified: no, type: dot_accuracy
value: 78.52416999463551
verified: no, type: dot_ap
value: 43.65271285411479
verified: no, type: dot_f1
value: 46.94641449960599
verified: no, type: dot_precision
value: 37.456774599182644
verified: no, type: dot_recall
value: 62.875989445910285
verified: no, type: euclidean_accuracy
value: 83.90057817249806
verified: no, type: euclidean_ap
value: 65.96278727778665
verified: no, type: euclidean_f1
value: 63.35733232284957
verified: no, type: euclidean_precision
value: 60.770535497940394
verified: no, type: euclidean_recall
value: 66.17414248021109
verified: no, type: manhattan_accuracy
value: 83.96614412588663
verified: no, type: manhattan_ap
value: 66.03670273156699
verified: no, type: manhattan_f1
value: 63.49128406579917
verified: no, type: manhattan_precision
value: 59.366391184573
verified: no, type: manhattan_recall
value: 68.23218997361478
verified: no, type: max_accuracy
value: 85.48012159504083
verified: no, type: max_ap
value: 72.31974877212102
verified: no, type: max_f1
value: 67.96846573681019
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: 88.97038848139093
verified: no, type: cos_sim_ap
value: 85.982764495556
verified: no, type: cos_sim_f1
value: 78.73283281450284
verified: no, type: cos_sim_precision
value: 75.07857791436754
verified: no, type: cos_sim_recall
value: 82.7610101632276
verified: no, type: dot_accuracy
value: 83.21108394458028
verified: no, type: dot_ap
value: 70.97956937273386
verified: no, type: dot_f1
value: 66.53083038279111
verified: no, type: dot_precision
value: 58.7551622418879
verified: no, type: dot_recall
value: 76.67847243609486
verified: no, type: euclidean_accuracy
value: 84.31520937633407
verified: no, type: euclidean_ap
value: 74.67323411319909
verified: no, type: euclidean_f1
value: 67.21935410935676
verified: no, type: euclidean_precision
value: 65.82773636430733
verified: no, type: euclidean_recall
value: 68.67108099784416
verified: no, type: manhattan_accuracy
value: 84.35013777312066
verified: no, type: manhattan_ap
value: 74.66508905354597
verified: no, type: manhattan_f1
value: 67.28264162375038
verified: no, type: manhattan_precision
value: 66.19970193740686
verified: no, type: manhattan_recall
value: 68.40160147828766
verified: no, type: max_accuracy
value: 88.97038848139093
verified: no, type: max_ap
value: 85.982764495556
verified: no, type: max_f1
value: 78.73283281450284
verified: no
Likes: 25 | All-time downloads: 72601
Created: 2023-07-09 08:54:06