Model: flaviawallen/MNLP_M2_document_encoder
Author: flaviawallen
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, pytorch, onnx, safetensors, bert, feature-extraction, mteb, sentence-similarity, en, arxiv:2402.16829, arxiv:2212.09741, license:mit, model-index, text-embeddings-inference, endpoints_compatible, region:us
Card metadata: language: en
library_name: sentence-transformers
license: mit
pipeline_tag: sentence-similarity
tags: feature-extraction, mteb, sentence-similarity, sentence-transformers
model-index: name: GIST-small-Embedding-v0
results: task: type: Classification
dataset: type: mteb/amazon_counterfactual
name: MTEB AmazonCounterfactualClassification (en)
config: en
split: test
revision: e8379541af4e31359cca9fbcf4b00f2671dba205
metrics: type: accuracy
value: 75.26865671641791
verified: no, type: ap
value: 38.25623793370476
verified: no, type: f1
value: 69.26434651320257
verified: no, task: type: Classification
dataset: type: mteb/amazon_polarity
name: MTEB AmazonPolarityClassification
config: default
split: test
revision: e2d317d38cd51312af73b3d32a06d1a08b442046
metrics: type: accuracy
value: 93.232225
verified: no, type: ap
value: 89.97936072879344
verified: no, type: f1
value: 93.22122653806187
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: 49.715999999999994
verified: no, type: f1
value: 49.169789920136076
verified: no, task: type: Retrieval
dataset: type: arguana
name: MTEB ArguAna
config: default
split: test
revision: None
metrics: type: map_at_1
value: 34.922
verified: no, type: map_at_10
value: 50.524
verified: no, type: map_at_100
value: 51.247
verified: no, type: map_at_1000
value: 51.249
verified: no, type: map_at_3
value: 45.887
verified: no, type: map_at_5
value: 48.592999999999996
verified: no, type: mrr_at_1
value: 34.922
verified: no, type: mrr_at_10
value: 50.382000000000005
verified: no, type: mrr_at_100
value: 51.104000000000006
verified: no, type: mrr_at_1000
value: 51.105999999999995
verified: no, type: mrr_at_3
value: 45.733000000000004
verified: no, type: mrr_at_5
value: 48.428
verified: no, type: ndcg_at_1
value: 34.922
verified: no, type: ndcg_at_10
value: 59.12
verified: no, type: ndcg_at_100
value: 62.083999999999996
verified: no, type: ndcg_at_1000
value: 62.137
verified: no, type: ndcg_at_3
value: 49.616
verified: no, type: ndcg_at_5
value: 54.501
verified: no, type: precision_at_1
value: 34.922
verified: no, type: precision_at_10
value: 8.649
verified: no, type: precision_at_100
value: 0.991
verified: no, type: precision_at_1000
value: 0.1
verified: no, type: precision_at_3
value: 20.152
verified: no, type: precision_at_5
value: 14.466999999999999
verified: no, type: recall_at_1
value: 34.922
verified: no, type: recall_at_10
value: 86.48599999999999
verified: no, type: recall_at_100
value: 99.14699999999999
verified: no, type: recall_at_1000
value: 99.57300000000001
verified: no, type: recall_at_3
value: 60.455000000000005
verified: no, type: recall_at_5
value: 72.333
verified: no, task: type: Clustering
dataset: type: mteb/arxiv-clustering-p2p
name: MTEB ArxivClusteringP2P
config: default
split: test
revision: a122ad7f3f0291bf49cc6f4d32aa80929df69d5d
metrics: type: v_measure
value: 47.623282347623714
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: 39.86487843524932
verified: no, task: type: Reranking
dataset: type: mteb/askubuntudupquestions-reranking
name: MTEB AskUbuntuDupQuestions
config: default
split: test
revision: 2000358ca161889fa9c082cb41daa8dcfb161a54
metrics: type: map
value: 62.3290291318171
verified: no, type: mrr
value: 75.2379853141626
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: 88.52002953574285
verified: no, type: cos_sim_spearman
value: 86.98752423842483
verified: no, type: euclidean_pearson
value: 86.89442688314197
verified: no, type: euclidean_spearman
value: 86.88631711307471
verified: no, type: manhattan_pearson
value: 87.03723618507175
verified: no, type: manhattan_spearman
value: 86.76041062975224
verified: no, task: type: Classification
dataset: type: mteb/banking77
name: MTEB Banking77Classification
config: default
split: test
revision: 0fd18e25b25c072e09e0d92ab615fda904d66300
metrics: type: accuracy
value: 86.64935064935065
verified: no, type: f1
value: 86.61903824934998
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: 39.21904455377494
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: 35.43342755570654
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackAndroidRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 31.843
verified: no, type: map_at_10
value: 43.379
verified: no, type: map_at_100
value: 44.946999999999996
verified: no, type: map_at_1000
value: 45.078
verified: no, type: map_at_3
value: 39.598
verified: no, type: map_at_5
value: 41.746
verified: no, type: mrr_at_1
value: 39.199
verified: no, type: mrr_at_10
value: 49.672
verified: no, type: mrr_at_100
value: 50.321000000000005
verified: no, type: mrr_at_1000
value: 50.365
verified: no, type: mrr_at_3
value: 46.805
verified: no, type: mrr_at_5
value: 48.579
verified: no, type: ndcg_at_1
value: 39.199
verified: no, type: ndcg_at_10
value: 50.163999999999994
verified: no, type: ndcg_at_100
value: 55.418
verified: no, type: ndcg_at_1000
value: 57.353
verified: no, type: ndcg_at_3
value: 44.716
verified: no, type: ndcg_at_5
value: 47.268
verified: no, type: precision_at_1
value: 39.199
verified: no, type: precision_at_10
value: 9.757
verified: no, type: precision_at_100
value: 1.552
verified: no, type: precision_at_1000
value: 0.20500000000000002
verified: no, type: precision_at_3
value: 21.602
verified: no, type: precision_at_5
value: 15.479000000000001
verified: no, type: recall_at_1
value: 31.843
verified: no, type: recall_at_10
value: 62.743
verified: no, type: recall_at_100
value: 84.78099999999999
verified: no, type: recall_at_1000
value: 96.86099999999999
verified: no, type: recall_at_3
value: 46.927
verified: no, type: recall_at_5
value: 54.355
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackEnglishRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 29.321
verified: no, type: map_at_10
value: 39.062999999999995
verified: no, type: map_at_100
value: 40.403
verified: no, type: map_at_1000
value: 40.534
verified: no, type: map_at_3
value: 36.367
verified: no, type: map_at_5
value: 37.756
verified: no, type: mrr_at_1
value: 35.987
verified: no, type: mrr_at_10
value: 44.708999999999996
verified: no, type: mrr_at_100
value: 45.394
verified: no, type: mrr_at_1000
value: 45.436
verified: no, type: mrr_at_3
value: 42.463
verified: no, type: mrr_at_5
value: 43.663000000000004
verified: no, type: ndcg_at_1
value: 35.987
verified: no, type: ndcg_at_10
value: 44.585
verified: no, type: ndcg_at_100
value: 49.297999999999995
verified: no, type: ndcg_at_1000
value: 51.315
verified: no, type: ndcg_at_3
value: 40.569
verified: no, type: ndcg_at_5
value: 42.197
verified: no, type: precision_at_1
value: 35.987
verified: no, type: precision_at_10
value: 8.369
verified: no, type: precision_at_100
value: 1.366
verified: no, type: precision_at_1000
value: 0.184
verified: no, type: precision_at_3
value: 19.427
verified: no, type: precision_at_5
value: 13.58
verified: no, type: recall_at_1
value: 29.321
verified: no, type: recall_at_10
value: 54.333
verified: no, type: recall_at_100
value: 74.178
verified: no, type: recall_at_1000
value: 86.732
verified: no, type: recall_at_3
value: 42.46
verified: no, type: recall_at_5
value: 47.089999999999996
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackGamingRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 38.811
verified: no, type: map_at_10
value: 51.114000000000004
verified: no, type: map_at_100
value: 52.22
verified: no, type: map_at_1000
value: 52.275000000000006
verified: no, type: map_at_3
value: 47.644999999999996
verified: no, type: map_at_5
value: 49.675000000000004
verified: no, type: mrr_at_1
value: 44.389
verified: no, type: mrr_at_10
value: 54.459
verified: no, type: mrr_at_100
value: 55.208999999999996
verified: no, type: mrr_at_1000
value: 55.239000000000004
verified: no, type: mrr_at_3
value: 51.954
verified: no, type: mrr_at_5
value: 53.571999999999996
verified: no, type: ndcg_at_1
value: 44.389
verified: no, type: ndcg_at_10
value: 56.979
verified: no, type: ndcg_at_100
value: 61.266
verified: no, type: ndcg_at_1000
value: 62.315
verified: no, type: ndcg_at_3
value: 51.342
verified: no, type: ndcg_at_5
value: 54.33
verified: no, type: precision_at_1
value: 44.389
verified: no, type: precision_at_10
value: 9.26
verified: no, type: precision_at_100
value: 1.226
verified: no, type: precision_at_1000
value: 0.136
verified: no, type: precision_at_3
value: 22.926
verified: no, type: precision_at_5
value: 15.987000000000002
verified: no, type: recall_at_1
value: 38.811
verified: no, type: recall_at_10
value: 70.841
verified: no, type: recall_at_100
value: 89.218
verified: no, type: recall_at_1000
value: 96.482
verified: no, type: recall_at_3
value: 56.123999999999995
verified: no, type: recall_at_5
value: 63.322
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackGisRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 25.378
verified: no, type: map_at_10
value: 34.311
verified: no, type: map_at_100
value: 35.399
verified: no, type: map_at_1000
value: 35.482
verified: no, type: map_at_3
value: 31.917
verified: no, type: map_at_5
value: 33.275
verified: no, type: mrr_at_1
value: 27.683999999999997
verified: no, type: mrr_at_10
value: 36.575
verified: no, type: mrr_at_100
value: 37.492
verified: no, type: mrr_at_1000
value: 37.556
verified: no, type: mrr_at_3
value: 34.35
verified: no, type: mrr_at_5
value: 35.525
verified: no, type: ndcg_at_1
value: 27.683999999999997
verified: no, type: ndcg_at_10
value: 39.247
verified: no, type: ndcg_at_100
value: 44.424
verified: no, type: ndcg_at_1000
value: 46.478
verified: no, type: ndcg_at_3
value: 34.684
verified: no, type: ndcg_at_5
value: 36.886
verified: no, type: precision_at_1
value: 27.683999999999997
verified: no, type: precision_at_10
value: 5.989
verified: no, type: precision_at_100
value: 0.899
verified: no, type: precision_at_1000
value: 0.11199999999999999
verified: no, type: precision_at_3
value: 14.84
verified: no, type: precision_at_5
value: 10.215
verified: no, type: recall_at_1
value: 25.378
verified: no, type: recall_at_10
value: 52.195
verified: no, type: recall_at_100
value: 75.764
verified: no, type: recall_at_1000
value: 91.012
verified: no, type: recall_at_3
value: 39.885999999999996
verified: no, type: recall_at_5
value: 45.279
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackMathematicaRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 17.326
verified: no, type: map_at_10
value: 25.247000000000003
verified: no, type: map_at_100
value: 26.473000000000003
verified: no, type: map_at_1000
value: 26.579000000000004
verified: no, type: map_at_3
value: 22.466
verified: no, type: map_at_5
value: 24.113
verified: no, type: mrr_at_1
value: 21.393
verified: no, type: mrr_at_10
value: 30.187
verified: no, type: mrr_at_100
value: 31.089
verified: no, type: mrr_at_1000
value: 31.15
verified: no, type: mrr_at_3
value: 27.279999999999998
verified: no, type: mrr_at_5
value: 29.127
verified: no, type: ndcg_at_1
value: 21.393
verified: no, type: ndcg_at_10
value: 30.668
verified: no, type: ndcg_at_100
value: 36.543
verified: no, type: ndcg_at_1000
value: 39.181
verified: no, type: ndcg_at_3
value: 25.552000000000003
verified: no, type: ndcg_at_5
value: 28.176000000000002
verified: no, type: precision_at_1
value: 21.393
verified: no, type: precision_at_10
value: 5.784000000000001
verified: no, type: precision_at_100
value: 1.001
verified: no, type: precision_at_1000
value: 0.136
verified: no, type: precision_at_3
value: 12.231
verified: no, type: precision_at_5
value: 9.179
verified: no, type: recall_at_1
value: 17.326
verified: no, type: recall_at_10
value: 42.415000000000006
verified: no, type: recall_at_100
value: 68.605
verified: no, type: recall_at_1000
value: 87.694
verified: no, type: recall_at_3
value: 28.343
verified: no, type: recall_at_5
value: 35.086
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackPhysicsRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 29.069
verified: no, type: map_at_10
value: 40.027
verified: no, type: map_at_100
value: 41.308
verified: no, type: map_at_1000
value: 41.412
verified: no, type: map_at_3
value: 36.864000000000004
verified: no, type: map_at_5
value: 38.641999999999996
verified: no, type: mrr_at_1
value: 35.707
verified: no, type: mrr_at_10
value: 45.527
verified: no, type: mrr_at_100
value: 46.348
verified: no, type: mrr_at_1000
value: 46.392
verified: no, type: mrr_at_3
value: 43.086
verified: no, type: mrr_at_5
value: 44.645
verified: no, type: ndcg_at_1
value: 35.707
verified: no, type: ndcg_at_10
value: 46.117000000000004
verified: no, type: ndcg_at_100
value: 51.468
verified: no, type: ndcg_at_1000
value: 53.412000000000006
verified: no, type: ndcg_at_3
value: 41.224
verified: no, type: ndcg_at_5
value: 43.637
verified: no, type: precision_at_1
value: 35.707
verified: no, type: precision_at_10
value: 8.459999999999999
verified: no, type: precision_at_100
value: 1.2970000000000002
verified: no, type: precision_at_1000
value: 0.165
verified: no, type: precision_at_3
value: 19.731
verified: no, type: precision_at_5
value: 14.013
verified: no, type: recall_at_1
value: 29.069
verified: no, type: recall_at_10
value: 58.343999999999994
verified: no, type: recall_at_100
value: 81.296
verified: no, type: recall_at_1000
value: 93.974
verified: no, type: recall_at_3
value: 44.7
verified: no, type: recall_at_5
value: 50.88700000000001
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackProgrammersRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 23.905
verified: no, type: map_at_10
value: 33.983000000000004
verified: no, type: map_at_100
value: 35.372
verified: no, type: map_at_1000
value: 35.487
verified: no, type: map_at_3
value: 30.902
verified: no, type: map_at_5
value: 32.505
verified: no, type: mrr_at_1
value: 29.794999999999998
verified: no, type: mrr_at_10
value: 39.28
verified: no, type: mrr_at_100
value: 40.215
verified: no, type: mrr_at_1000
value: 40.276
verified: no, type: mrr_at_3
value: 36.701
verified: no, type: mrr_at_5
value: 38.105
verified: no, type: ndcg_at_1
value: 29.794999999999998
verified: no, type: ndcg_at_10
value: 40.041
verified: no, type: ndcg_at_100
value: 45.884
verified: no, type: ndcg_at_1000
value: 48.271
verified: no, type: ndcg_at_3
value: 34.931
verified: no, type: ndcg_at_5
value: 37.044
verified: no, type: precision_at_1
value: 29.794999999999998
verified: no, type: precision_at_10
value: 7.546
verified: no, type: precision_at_100
value: 1.216
verified: no, type: precision_at_1000
value: 0.158
verified: no, type: precision_at_3
value: 16.933
verified: no, type: precision_at_5
value: 12.1
verified: no, type: recall_at_1
value: 23.905
verified: no, type: recall_at_10
value: 52.945
verified: no, type: recall_at_100
value: 77.551
verified: no, type: recall_at_1000
value: 93.793
verified: no, type: recall_at_3
value: 38.364
verified: no, type: recall_at_5
value: 44.044
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 25.24441666666667
verified: no, type: map_at_10
value: 34.4595
verified: no, type: map_at_100
value: 35.699999999999996
verified: no, type: map_at_1000
value: 35.8155
verified: no, type: map_at_3
value: 31.608333333333338
verified: no, type: map_at_5
value: 33.189416666666666
verified: no, type: mrr_at_1
value: 29.825250000000004
verified: no, type: mrr_at_10
value: 38.60875
verified: no, type: mrr_at_100
value: 39.46575
verified: no, type: mrr_at_1000
value: 39.52458333333333
verified: no, type: mrr_at_3
value: 36.145166666666675
verified: no, type: mrr_at_5
value: 37.57625
verified: no, type: ndcg_at_1
value: 29.825250000000004
verified: no, type: ndcg_at_10
value: 39.88741666666667
verified: no, type: ndcg_at_100
value: 45.17966666666667
verified: no, type: ndcg_at_1000
value: 47.440583333333336
verified: no, type: ndcg_at_3
value: 35.04591666666666
verified: no, type: ndcg_at_5
value: 37.32025
verified: no, type: precision_at_1
value: 29.825250000000004
verified: no, type: precision_at_10
value: 7.07225
verified: no, type: precision_at_100
value: 1.1462499999999998
verified: no, type: precision_at_1000
value: 0.15325
verified: no, type: precision_at_3
value: 16.18375
verified: no, type: precision_at_5
value: 11.526833333333334
verified: no, type: recall_at_1
value: 25.24441666666667
verified: no, type: recall_at_10
value: 51.744916666666676
verified: no, type: recall_at_100
value: 75.04574999999998
verified: no, type: recall_at_1000
value: 90.65558333333334
verified: no, type: recall_at_3
value: 38.28349999999999
verified: no, type: recall_at_5
value: 44.16591666666667
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackStatsRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 24.237000000000002
verified: no, type: map_at_10
value: 30.667
verified: no, type: map_at_100
value: 31.592
verified: no, type: map_at_1000
value: 31.688
verified: no, type: map_at_3
value: 28.810999999999996
verified: no, type: map_at_5
value: 29.788999999999998
verified: no, type: mrr_at_1
value: 26.840000000000003
verified: no, type: mrr_at_10
value: 33.305
verified: no, type: mrr_at_100
value: 34.089000000000006
verified: no, type: mrr_at_1000
value: 34.159
verified: no, type: mrr_at_3
value: 31.518
verified: no, type: mrr_at_5
value: 32.469
verified: no, type: ndcg_at_1
value: 26.840000000000003
verified: no, type: ndcg_at_10
value: 34.541
verified: no, type: ndcg_at_100
value: 39.206
verified: no, type: ndcg_at_1000
value: 41.592
verified: no, type: ndcg_at_3
value: 31.005
verified: no, type: ndcg_at_5
value: 32.554
verified: no, type: precision_at_1
value: 26.840000000000003
verified: no, type: precision_at_10
value: 5.3069999999999995
verified: no, type: precision_at_100
value: 0.8340000000000001
verified: no, type: precision_at_1000
value: 0.11199999999999999
verified: no, type: precision_at_3
value: 13.292000000000002
verified: no, type: precision_at_5
value: 9.049
verified: no, type: recall_at_1
value: 24.237000000000002
verified: no, type: recall_at_10
value: 43.862
verified: no, type: recall_at_100
value: 65.352
verified: no, type: recall_at_1000
value: 82.704
verified: no, type: recall_at_3
value: 34.009
verified: no, type: recall_at_5
value: 37.878
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackTexRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 16.482
verified: no, type: map_at_10
value: 23.249
verified: no, type: map_at_100
value: 24.388
verified: no, type: map_at_1000
value: 24.519
verified: no, type: map_at_3
value: 20.971
verified: no, type: map_at_5
value: 22.192
verified: no, type: mrr_at_1
value: 19.993
verified: no, type: mrr_at_10
value: 26.985
verified: no, type: mrr_at_100
value: 27.975
verified: no, type: mrr_at_1000
value: 28.052
verified: no, type: mrr_at_3
value: 24.954
verified: no, type: mrr_at_5
value: 26.070999999999998
verified: no, type: ndcg_at_1
value: 19.993
verified: no, type: ndcg_at_10
value: 27.656
verified: no, type: ndcg_at_100
value: 33.256
verified: no, type: ndcg_at_1000
value: 36.275
verified: no, type: ndcg_at_3
value: 23.644000000000002
verified: no, type: ndcg_at_5
value: 25.466
verified: no, type: precision_at_1
value: 19.993
verified: no, type: precision_at_10
value: 5.093
verified: no, type: precision_at_100
value: 0.932
verified: no, type: precision_at_1000
value: 0.13699999999999998
verified: no, type: precision_at_3
value: 11.149000000000001
verified: no, type: precision_at_5
value: 8.149000000000001
verified: no, type: recall_at_1
value: 16.482
verified: no, type: recall_at_10
value: 37.141999999999996
verified: no, type: recall_at_100
value: 62.696
verified: no, type: recall_at_1000
value: 84.333
verified: no, type: recall_at_3
value: 26.031
verified: no, type: recall_at_5
value: 30.660999999999998
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackUnixRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 24.887999999999998
verified: no, type: map_at_10
value: 34.101
verified: no, type: map_at_100
value: 35.27
verified: no, type: map_at_1000
value: 35.370000000000005
verified: no, type: map_at_3
value: 31.283
verified: no, type: map_at_5
value: 32.72
verified: no, type: mrr_at_1
value: 29.011
verified: no, type: mrr_at_10
value: 38.004
verified: no, type: mrr_at_100
value: 38.879000000000005
verified: no, type: mrr_at_1000
value: 38.938
verified: no, type: mrr_at_3
value: 35.571999999999996
verified: no, type: mrr_at_5
value: 36.789
verified: no, type: ndcg_at_1
value: 29.011
verified: no, type: ndcg_at_10
value: 39.586
verified: no, type: ndcg_at_100
value: 44.939
verified: no, type: ndcg_at_1000
value: 47.236
verified: no, type: ndcg_at_3
value: 34.4
verified: no, type: ndcg_at_5
value: 36.519
verified: no, type: precision_at_1
value: 29.011
verified: no, type: precision_at_10
value: 6.763
verified: no, type: precision_at_100
value: 1.059
verified: no, type: precision_at_1000
value: 0.13699999999999998
verified: no, type: precision_at_3
value: 15.609
verified: no, type: precision_at_5
value: 10.896
verified: no, type: recall_at_1
value: 24.887999999999998
verified: no, type: recall_at_10
value: 52.42
verified: no, type: recall_at_100
value: 75.803
verified: no, type: recall_at_1000
value: 91.725
verified: no, type: recall_at_3
value: 38.080999999999996
verified: no, type: recall_at_5
value: 43.47
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackWebmastersRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 23.953
verified: no, type: map_at_10
value: 32.649
verified: no, type: map_at_100
value: 34.181
verified: no, type: map_at_1000
value: 34.398
verified: no, type: map_at_3
value: 29.567
verified: no, type: map_at_5
value: 31.263
verified: no, type: mrr_at_1
value: 29.051
verified: no, type: mrr_at_10
value: 37.419999999999995
verified: no, type: mrr_at_100
value: 38.396
verified: no, type: mrr_at_1000
value: 38.458
verified: no, type: mrr_at_3
value: 34.782999999999994
verified: no, type: mrr_at_5
value: 36.254999999999995
verified: no, type: ndcg_at_1
value: 29.051
verified: no, type: ndcg_at_10
value: 38.595
verified: no, type: ndcg_at_100
value: 44.6
verified: no, type: ndcg_at_1000
value: 47.158
verified: no, type: ndcg_at_3
value: 33.56
verified: no, type: ndcg_at_5
value: 35.870000000000005
verified: no, type: precision_at_1
value: 29.051
verified: no, type: precision_at_10
value: 7.53
verified: no, type: precision_at_100
value: 1.538
verified: no, type: precision_at_1000
value: 0.24
verified: no, type: precision_at_3
value: 15.744
verified: no, type: precision_at_5
value: 11.542
verified: no, type: recall_at_1
value: 23.953
verified: no, type: recall_at_10
value: 50.08200000000001
verified: no, type: recall_at_100
value: 77.364
verified: no, type: recall_at_1000
value: 93.57799999999999
verified: no, type: recall_at_3
value: 35.432
verified: no, type: recall_at_5
value: 41.875
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackWordpressRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 17.72
verified: no, type: map_at_10
value: 25.724000000000004
verified: no, type: map_at_100
value: 26.846999999999998
verified: no, type: map_at_1000
value: 26.964
verified: no, type: map_at_3
value: 22.909
verified: no, type: map_at_5
value: 24.596999999999998
verified: no, type: mrr_at_1
value: 18.854000000000003
verified: no, type: mrr_at_10
value: 27.182000000000002
verified: no, type: mrr_at_100
value: 28.182000000000002
verified: no, type: mrr_at_1000
value: 28.274
verified: no, type: mrr_at_3
value: 24.276
verified: no, type: mrr_at_5
value: 26.115
verified: no, type: ndcg_at_1
value: 18.854000000000003
verified: no, type: ndcg_at_10
value: 30.470000000000002
verified: no, type: ndcg_at_100
value: 35.854
verified: no, type: ndcg_at_1000
value: 38.701
verified: no, type: ndcg_at_3
value: 24.924
verified: no, type: ndcg_at_5
value: 27.895999999999997
verified: no, type: precision_at_1
value: 18.854000000000003
verified: no, type: precision_at_10
value: 5.009
verified: no, type: precision_at_100
value: 0.835
verified: no, type: precision_at_1000
value: 0.117
verified: no, type: precision_at_3
value: 10.721
verified: no, type: precision_at_5
value: 8.133
verified: no, type: recall_at_1
value: 17.72
verified: no, type: recall_at_10
value: 43.617
verified: no, type: recall_at_100
value: 67.941
verified: no, type: recall_at_1000
value: 88.979
verified: no, type: recall_at_3
value: 29.044999999999998
verified: no, type: recall_at_5
value: 36.044
verified: no, task: type: Retrieval
dataset: type: climate-fever
name: MTEB ClimateFEVER
config: default
split: test
revision: None
metrics: type: map_at_1
value: 13.427
verified: no, type: map_at_10
value: 22.935
verified: no, type: map_at_100
value: 24.808
verified: no, type: map_at_1000
value: 24.994
verified: no, type: map_at_3
value: 19.533
verified: no, type: map_at_5
value: 21.261
verified: no, type: mrr_at_1
value: 30.945
verified: no, type: mrr_at_10
value: 43.242000000000004
verified: no, type: mrr_at_100
value: 44.013999999999996
verified: no, type: mrr_at_1000
value: 44.048
verified: no, type: mrr_at_3
value: 40.109
verified: no, type: mrr_at_5
value: 42.059999999999995
verified: no, type: ndcg_at_1
value: 30.945
verified: no, type: ndcg_at_10
value: 31.828
verified: no, type: ndcg_at_100
value: 38.801
verified: no, type: ndcg_at_1000
value: 42.126999999999995
verified: no, type: ndcg_at_3
value: 26.922
verified: no, type: ndcg_at_5
value: 28.483999999999998
verified: no, type: precision_at_1
value: 30.945
verified: no, type: precision_at_10
value: 9.844
verified: no, type: precision_at_100
value: 1.7309999999999999
verified: no, type: precision_at_1000
value: 0.23500000000000001
verified: no, type: precision_at_3
value: 20.477999999999998
verified: no, type: precision_at_5
value: 15.27
verified: no, type: recall_at_1
value: 13.427
verified: no, type: recall_at_10
value: 37.141000000000005
verified: no, type: recall_at_100
value: 61.007
verified: no, type: recall_at_1000
value: 79.742
verified: no, type: recall_at_3
value: 24.431
verified: no, type: recall_at_5
value: 29.725
verified: no, task: type: Retrieval
dataset: type: dbpedia-entity
name: MTEB DBPedia
config: default
split: test
revision: None
metrics: type: map_at_1
value: 9.122
verified: no, type: map_at_10
value: 18.799
verified: no, type: map_at_100
value: 25.724999999999998
verified: no, type: map_at_1000
value: 27.205000000000002
verified: no, type: map_at_3
value: 14.194999999999999
verified: no, type: map_at_5
value: 16.225
verified: no, type: mrr_at_1
value: 68
verified: no, type: mrr_at_10
value: 76.035
verified: no, type: mrr_at_100
value: 76.292
verified: no, type: mrr_at_1000
value: 76.297
verified: no, type: mrr_at_3
value: 74.458
verified: no, type: mrr_at_5
value: 75.558
verified: no, type: ndcg_at_1
value: 56.00000000000001
verified: no, type: ndcg_at_10
value: 39.761
verified: no, type: ndcg_at_100
value: 43.736999999999995
verified: no, type: ndcg_at_1000
value: 51.146
verified: no, type: ndcg_at_3
value: 45.921
verified: no, type: ndcg_at_5
value: 42.756
verified: no, type: precision_at_1
value: 68
verified: no, type: precision_at_10
value: 30.275000000000002
verified: no, type: precision_at_100
value: 9.343
verified: no, type: precision_at_1000
value: 1.8270000000000002
verified: no, type: precision_at_3
value: 49.167
verified: no, type: precision_at_5
value: 40.699999999999996
verified: no, type: recall_at_1
value: 9.122
verified: no, type: recall_at_10
value: 23.669999999999998
verified: no, type: recall_at_100
value: 48.719
verified: no, type: recall_at_1000
value: 72.033
verified: no, type: recall_at_3
value: 15.498999999999999
verified: no, type: recall_at_5
value: 18.657
verified: no, task: type: Classification
dataset: type: mteb/emotion
name: MTEB EmotionClassification
config: default
split: test
revision: 4f58c6b202a23cf9a4da393831edf4f9183cad37
metrics: type: accuracy
value: 55.885000000000005
verified: no, type: f1
value: 50.70726446938571
verified: no, task: type: Retrieval
dataset: type: fever
name: MTEB FEVER
config: default
split: test
revision: None
metrics: type: map_at_1
value: 75.709
verified: no, type: map_at_10
value: 83.345
verified: no, type: map_at_100
value: 83.557
verified: no, type: map_at_1000
value: 83.572
verified: no, type: map_at_3
value: 82.425
verified: no, type: map_at_5
value: 83.013
verified: no, type: mrr_at_1
value: 81.593
verified: no, type: mrr_at_10
value: 88.331
verified: no, type: mrr_at_100
value: 88.408
verified: no, type: mrr_at_1000
value: 88.41
verified: no, type: mrr_at_3
value: 87.714
verified: no, type: mrr_at_5
value: 88.122
verified: no, type: ndcg_at_1
value: 81.593
verified: no, type: ndcg_at_10
value: 86.925
verified: no, type: ndcg_at_100
value: 87.67
verified: no, type: ndcg_at_1000
value: 87.924
verified: no, type: ndcg_at_3
value: 85.5
verified: no, type: ndcg_at_5
value: 86.283
verified: no, type: precision_at_1
value: 81.593
verified: no, type: precision_at_10
value: 10.264
verified: no, type: precision_at_100
value: 1.084
verified: no, type: precision_at_1000
value: 0.11199999999999999
verified: no, type: precision_at_3
value: 32.388
verified: no, type: precision_at_5
value: 19.991
verified: no, type: recall_at_1
value: 75.709
verified: no, type: recall_at_10
value: 93.107
verified: no, type: recall_at_100
value: 96.024
verified: no, type: recall_at_1000
value: 97.603
verified: no, type: recall_at_3
value: 89.08500000000001
verified: no, type: recall_at_5
value: 91.15299999999999
verified: no, task: type: Retrieval
dataset: type: fiqa
name: MTEB FiQA2018
config: default
split: test
revision: None
metrics: type: map_at_1
value: 19.121
verified: no, type: map_at_10
value: 31.78
verified: no, type: map_at_100
value: 33.497
verified: no, type: map_at_1000
value: 33.696
verified: no, type: map_at_3
value: 27.893
verified: no, type: map_at_5
value: 30.087000000000003
verified: no, type: mrr_at_1
value: 38.272
verified: no, type: mrr_at_10
value: 47.176
verified: no, type: mrr_at_100
value: 48.002
verified: no, type: mrr_at_1000
value: 48.044
verified: no, type: mrr_at_3
value: 45.086999999999996
verified: no, type: mrr_at_5
value: 46.337
verified: no, type: ndcg_at_1
value: 38.272
verified: no, type: ndcg_at_10
value: 39.145
verified: no, type: ndcg_at_100
value: 45.696999999999996
verified: no, type: ndcg_at_1000
value: 49
verified: no, type: ndcg_at_3
value: 36.148
verified: no, type: ndcg_at_5
value: 37.023
verified: no, type: precision_at_1
value: 38.272
verified: no, type: precision_at_10
value: 11.065
verified: no, type: precision_at_100
value: 1.7840000000000003
verified: no, type: precision_at_1000
value: 0.23600000000000002
verified: no, type: precision_at_3
value: 24.587999999999997
verified: no, type: precision_at_5
value: 18.056
verified: no, type: recall_at_1
value: 19.121
verified: no, type: recall_at_10
value: 44.857
verified: no, type: recall_at_100
value: 69.774
verified: no, type: recall_at_1000
value: 89.645
verified: no, type: recall_at_3
value: 32.588
verified: no, type: recall_at_5
value: 37.939
verified: no, task: type: Retrieval
dataset: type: hotpotqa
name: MTEB HotpotQA
config: default
split: test
revision: None
metrics: type: map_at_1
value: 36.428
verified: no, type: map_at_10
value: 56.891999999999996
verified: no, type: map_at_100
value: 57.82899999999999
verified: no, type: map_at_1000
value: 57.896
verified: no, type: map_at_3
value: 53.762
verified: no, type: map_at_5
value: 55.718
verified: no, type: mrr_at_1
value: 72.856
verified: no, type: mrr_at_10
value: 79.245
verified: no, type: mrr_at_100
value: 79.515
verified: no, type: mrr_at_1000
value: 79.525
verified: no, type: mrr_at_3
value: 78.143
verified: no, type: mrr_at_5
value: 78.822
verified: no, type: ndcg_at_1
value: 72.856
verified: no, type: ndcg_at_10
value: 65.204
verified: no, type: ndcg_at_100
value: 68.552
verified: no, type: ndcg_at_1000
value: 69.902
verified: no, type: ndcg_at_3
value: 60.632
verified: no, type: ndcg_at_5
value: 63.161
verified: no, type: precision_at_1
value: 72.856
verified: no, type: precision_at_10
value: 13.65
verified: no, type: precision_at_100
value: 1.6260000000000001
verified: no, type: precision_at_1000
value: 0.181
verified: no, type: precision_at_3
value: 38.753
verified: no, type: precision_at_5
value: 25.251
verified: no, type: recall_at_1
value: 36.428
verified: no, type: recall_at_10
value: 68.25099999999999
verified: no, type: recall_at_100
value: 81.317
verified: no, type: recall_at_1000
value: 90.27
verified: no, type: recall_at_3
value: 58.13
verified: no, type: recall_at_5
value: 63.126000000000005
verified: no, task: type: Classification
dataset: type: mteb/imdb
name: MTEB ImdbClassification
config: default
split: test
revision: 3d86128a09e091d6018b6d26cad27f2739fc2db7
metrics: type: accuracy
value: 89.4868
verified: no, type: ap
value: 84.88319192880247
verified: no, type: f1
value: 89.46144458052846
verified: no, task: type: Retrieval
dataset: type: msmarco
name: MTEB MSMARCO
config: default
split: dev
revision: None
metrics: type: map_at_1
value: 21.282999999999998
verified: no, type: map_at_10
value: 33.045
verified: no, type: map_at_100
value: 34.238
verified: no, type: map_at_1000
value: 34.29
verified: no, type: map_at_3
value: 29.305999999999997
verified: no, type: map_at_5
value: 31.391000000000002
verified: no, type: mrr_at_1
value: 21.92
verified: no, type: mrr_at_10
value: 33.649
verified: no, type: mrr_at_100
value: 34.791
verified: no, type: mrr_at_1000
value: 34.837
verified: no, type: mrr_at_3
value: 30
verified: no, type: mrr_at_5
value: 32.039
verified: no, type: ndcg_at_1
value: 21.92
verified: no, type: ndcg_at_10
value: 39.729
verified: no, type: ndcg_at_100
value: 45.484
verified: no, type: ndcg_at_1000
value: 46.817
verified: no, type: ndcg_at_3
value: 32.084
verified: no, type: ndcg_at_5
value: 35.789
verified: no, type: precision_at_1
value: 21.92
verified: no, type: precision_at_10
value: 6.297
verified: no, type: precision_at_100
value: 0.918
verified: no, type: precision_at_1000
value: 0.10300000000000001
verified: no, type: precision_at_3
value: 13.639000000000001
verified: no, type: precision_at_5
value: 10.054
verified: no, type: recall_at_1
value: 21.282999999999998
verified: no, type: recall_at_10
value: 60.343999999999994
verified: no, type: recall_at_100
value: 86.981
verified: no, type: recall_at_1000
value: 97.205
verified: no, type: recall_at_3
value: 39.452999999999996
verified: no, type: recall_at_5
value: 48.333
verified: no, task: type: Classification
dataset: type: mteb/mtop_domain
name: MTEB MTOPDomainClassification (en)
config: en
split: test
revision: d80d48c1eb48d3562165c59d59d0034df9fff0bf
metrics: type: accuracy
value: 95.47879616963064
verified: no, type: f1
value: 95.21800589958251
verified: no, task: type: Classification
dataset: type: mteb/mtop_intent
name: MTEB MTOPIntentClassification (en)
config: en
split: test
revision: ae001d0e6b1228650b7bd1c2c65fb50ad11a8aba
metrics: type: accuracy
value: 79.09256725946192
verified: no, type: f1
value: 60.554043889452515
verified: no, task: type: Classification
dataset: type: mteb/amazon_massive_intent
name: MTEB MassiveIntentClassification (en)
config: en
split: test
revision: 31efe3c427b0bae9c22cbb560b8f15491cc6bed7
metrics: type: accuracy
value: 75.53463349024882
verified: no, type: f1
value: 73.14418495756476
verified: no, task: type: Classification
dataset: type: mteb/amazon_massive_scenario
name: MTEB MassiveScenarioClassification (en)
config: en
split: test
revision: 7d571f92784cd94a019292a1f45445077d0ef634
metrics: type: accuracy
value: 79.22663080026899
verified: no, type: f1
value: 79.331456217501
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: 34.50316010430136
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: 32.15612040042282
verified: no, task: type: Reranking
dataset: type: mteb/mind_small
name: MTEB MindSmallReranking
config: default
split: test
revision: 3bdac13927fdc888b903db93b2ffdbd90b295a69
metrics: type: map
value: 32.36227552557184
verified: no, type: mrr
value: 33.57901344209811
verified: no, task: type: Retrieval
dataset: type: nfcorpus
name: MTEB NFCorpus
config: default
split: test
revision: None
metrics: type: map_at_1
value: 5.6610000000000005
verified: no, type: map_at_10
value: 12.992
verified: no, type: map_at_100
value: 16.756999999999998
verified: no, type: map_at_1000
value: 18.25
verified: no, type: map_at_3
value: 9.471
verified: no, type: map_at_5
value: 11.116
verified: no, type: mrr_at_1
value: 43.653
verified: no, type: mrr_at_10
value: 53.388999999999996
verified: no, type: mrr_at_100
value: 53.982
verified: no, type: mrr_at_1000
value: 54.033
verified: no, type: mrr_at_3
value: 51.858000000000004
verified: no, type: mrr_at_5
value: 53.019000000000005
verified: no, type: ndcg_at_1
value: 41.641
verified: no, type: ndcg_at_10
value: 34.691
verified: no, type: ndcg_at_100
value: 32.305
verified: no, type: ndcg_at_1000
value: 41.132999999999996
verified: no, type: ndcg_at_3
value: 40.614
verified: no, type: ndcg_at_5
value: 38.456
verified: no, type: precision_at_1
value: 43.344
verified: no, type: precision_at_10
value: 25.881999999999998
verified: no, type: precision_at_100
value: 8.483
verified: no, type: precision_at_1000
value: 2.131
verified: no, type: precision_at_3
value: 38.803
verified: no, type: precision_at_5
value: 33.87
verified: no, type: recall_at_1
value: 5.6610000000000005
verified: no, type: recall_at_10
value: 16.826
verified: no, type: recall_at_100
value: 32.939
verified: no, type: recall_at_1000
value: 65.161
verified: no, type: recall_at_3
value: 10.756
verified: no, type: recall_at_5
value: 13.331000000000001
verified: no, task: type: Retrieval
dataset: type: nq
name: MTEB NQ
config: default
split: test
revision: None
metrics: type: map_at_1
value: 26.692
verified: no, type: map_at_10
value: 41.065000000000005
verified: no, type: map_at_100
value: 42.235
verified: no, type: map_at_1000
value: 42.27
verified: no, type: map_at_3
value: 36.635
verified: no, type: map_at_5
value: 39.219
verified: no, type: mrr_at_1
value: 30.214000000000002
verified: no, type: mrr_at_10
value: 43.443
verified: no, type: mrr_at_100
value: 44.326
verified: no, type: mrr_at_1000
value: 44.352000000000004
verified: no, type: mrr_at_3
value: 39.623999999999995
verified: no, type: mrr_at_5
value: 41.898
verified: no, type: ndcg_at_1
value: 30.214000000000002
verified: no, type: ndcg_at_10
value: 48.692
verified: no, type: ndcg_at_100
value: 53.671
verified: no, type: ndcg_at_1000
value: 54.522000000000006
verified: no, type: ndcg_at_3
value: 40.245
verified: no, type: ndcg_at_5
value: 44.580999999999996
verified: no, type: precision_at_1
value: 30.214000000000002
verified: no, type: precision_at_10
value: 8.3
verified: no, type: precision_at_100
value: 1.1079999999999999
verified: no, type: precision_at_1000
value: 0.11900000000000001
verified: no, type: precision_at_3
value: 18.521
verified: no, type: precision_at_5
value: 13.627
verified: no, type: recall_at_1
value: 26.692
verified: no, type: recall_at_10
value: 69.699
verified: no, type: recall_at_100
value: 91.425
verified: no, type: recall_at_1000
value: 97.78099999999999
verified: no, type: recall_at_3
value: 47.711
verified: no, type: recall_at_5
value: 57.643
verified: no, task: type: Retrieval
dataset: type: quora
name: MTEB QuoraRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 70.962
verified: no, type: map_at_10
value: 84.772
verified: no, type: map_at_100
value: 85.402
verified: no, type: map_at_1000
value: 85.418
verified: no, type: map_at_3
value: 81.89
verified: no, type: map_at_5
value: 83.685
verified: no, type: mrr_at_1
value: 81.67
verified: no, type: mrr_at_10
value: 87.681
verified: no, type: mrr_at_100
value: 87.792
verified: no, type: mrr_at_1000
value: 87.79299999999999
verified: no, type: mrr_at_3
value: 86.803
verified: no, type: mrr_at_5
value: 87.392
verified: no, type: ndcg_at_1
value: 81.69
verified: no, type: ndcg_at_10
value: 88.429
verified: no, type: ndcg_at_100
value: 89.66
verified: no, type: ndcg_at_1000
value: 89.762
verified: no, type: ndcg_at_3
value: 85.75
verified: no, type: ndcg_at_5
value: 87.20700000000001
verified: no, type: precision_at_1
value: 81.69
verified: no, type: precision_at_10
value: 13.395000000000001
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: 37.507000000000005
verified: no, type: precision_at_5
value: 24.614
verified: no, type: recall_at_1
value: 70.962
verified: no, type: recall_at_10
value: 95.339
verified: no, type: recall_at_100
value: 99.543
verified: no, type: recall_at_1000
value: 99.984
verified: no, type: recall_at_3
value: 87.54899999999999
verified: no, type: recall_at_5
value: 91.726
verified: no, task: type: Clustering
dataset: type: mteb/reddit-clustering
name: MTEB RedditClustering
config: default
split: test
revision: 24640382cdbf8abc73003fb0fa6d111a705499eb
metrics: type: v_measure
value: 55.506631779239555
verified: no, task: type: Clustering
dataset: type: mteb/reddit-clustering-p2p
name: MTEB RedditClusteringP2P
config: default
split: test
revision: 282350215ef01743dc01b456c7f5241fa8937f16
metrics: type: v_measure
value: 60.63731341848479
verified: no, task: type: Retrieval
dataset: type: scidocs
name: MTEB SCIDOCS
config: default
split: test
revision: None
metrics: type: map_at_1
value: 4.852
verified: no, type: map_at_10
value: 13.175
verified: no, type: map_at_100
value: 15.623999999999999
verified: no, type: map_at_1000
value: 16.002
verified: no, type: map_at_3
value: 9.103
verified: no, type: map_at_5
value: 11.068999999999999
verified: no, type: mrr_at_1
value: 23.9
verified: no, type: mrr_at_10
value: 35.847
verified: no, type: mrr_at_100
value: 36.968
verified: no, type: mrr_at_1000
value: 37.018
verified: no, type: mrr_at_3
value: 32.300000000000004
verified: no, type: mrr_at_5
value: 34.14
verified: no, type: ndcg_at_1
value: 23.9
verified: no, type: ndcg_at_10
value: 21.889
verified: no, type: ndcg_at_100
value: 30.903000000000002
verified: no, type: ndcg_at_1000
value: 36.992000000000004
verified: no, type: ndcg_at_3
value: 20.274
verified: no, type: ndcg_at_5
value: 17.773
verified: no, type: precision_at_1
value: 23.9
verified: no, type: precision_at_10
value: 11.61
verified: no, type: precision_at_100
value: 2.4539999999999997
verified: no, type: precision_at_1000
value: 0.391
verified: no, type: precision_at_3
value: 19.133
verified: no, type: precision_at_5
value: 15.740000000000002
verified: no, type: recall_at_1
value: 4.852
verified: no, type: recall_at_10
value: 23.507
verified: no, type: recall_at_100
value: 49.775000000000006
verified: no, type: recall_at_1000
value: 79.308
verified: no, type: recall_at_3
value: 11.637
verified: no, type: recall_at_5
value: 15.947
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: 86.03345827446948
verified: no, type: cos_sim_spearman
value: 80.53174518259549
verified: no, type: euclidean_pearson
value: 83.44538971660883
verified: no, type: euclidean_spearman
value: 80.57344324098692
verified: no, type: manhattan_pearson
value: 83.36528808195459
verified: no, type: manhattan_spearman
value: 80.48931287157902
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: 85.21363088257881
verified: no, type: cos_sim_spearman
value: 75.56589127055523
verified: no, type: euclidean_pearson
value: 82.32868324521908
verified: no, type: euclidean_spearman
value: 75.31928550664554
verified: no, type: manhattan_pearson
value: 82.31332875713211
verified: no, type: manhattan_spearman
value: 75.35376322099196
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: 85.09085593258487
verified: no, type: cos_sim_spearman
value: 86.26355088415221
verified: no, type: euclidean_pearson
value: 85.49646115361156
verified: no, type: euclidean_spearman
value: 86.20652472228703
verified: no, type: manhattan_pearson
value: 85.44084081123815
verified: no, type: manhattan_spearman
value: 86.1162623448951
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: 84.68250248349368
verified: no, type: cos_sim_spearman
value: 82.29883673695083
verified: no, type: euclidean_pearson
value: 84.17633035446019
verified: no, type: euclidean_spearman
value: 82.19990511264791
verified: no, type: manhattan_pearson
value: 84.17408410692279
verified: no, type: manhattan_spearman
value: 82.249873895981
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: 87.31878760045024
verified: no, type: cos_sim_spearman
value: 88.7364409031183
verified: no, type: euclidean_pearson
value: 88.230537618603
verified: no, type: euclidean_spearman
value: 88.76484309646318
verified: no, type: manhattan_pearson
value: 88.17689071136469
verified: no, type: manhattan_spearman
value: 88.72809249037928
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: 83.41078559110638
verified: no, type: cos_sim_spearman
value: 85.27439135411049
verified: no, type: euclidean_pearson
value: 84.5333571592088
verified: no, type: euclidean_spearman
value: 85.25645460575957
verified: no, type: manhattan_pearson
value: 84.38428921610226
verified: no, type: manhattan_spearman
value: 85.07796040798796
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: 88.82374132382576
verified: no, type: cos_sim_spearman
value: 89.02101343562433
verified: no, type: euclidean_pearson
value: 89.50729765458932
verified: no, type: euclidean_spearman
value: 89.04184772869253
verified: no, type: manhattan_pearson
value: 89.51737904059856
verified: no, type: manhattan_spearman
value: 89.12925950440676
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: 67.56051823873482
verified: no, type: cos_sim_spearman
value: 68.50988748185463
verified: no, type: euclidean_pearson
value: 69.16524346147456
verified: no, type: euclidean_spearman
value: 68.61859952449579
verified: no, type: manhattan_pearson
value: 69.10618915706995
verified: no, type: manhattan_spearman
value: 68.36401769459522
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: 85.4159693872625
verified: no, type: cos_sim_spearman
value: 87.07819121764247
verified: no, type: euclidean_pearson
value: 87.03013260863153
verified: no, type: euclidean_spearman
value: 87.06547293631309
verified: no, type: manhattan_pearson
value: 86.8129744446062
verified: no, type: manhattan_spearman
value: 86.88494096335627
verified: no, task: type: Reranking
dataset: type: mteb/scidocs-reranking
name: MTEB SciDocsRR
config: default
split: test
revision: d3c5e1fc0b855ab6097bf1cda04dd73947d7caab
metrics: type: map
value: 86.47758088996575
verified: no, type: mrr
value: 96.17891458577733
verified: no, task: type: Retrieval
dataset: type: scifact
name: MTEB SciFact
config: default
split: test
revision: None
metrics: type: map_at_1
value: 57.538999999999994
verified: no, type: map_at_10
value: 66.562
verified: no, type: map_at_100
value: 67.254
verified: no, type: map_at_1000
value: 67.284
verified: no, type: map_at_3
value: 63.722
verified: no, type: map_at_5
value: 65.422
verified: no, type: mrr_at_1
value: 60
verified: no, type: mrr_at_10
value: 67.354
verified: no, type: mrr_at_100
value: 67.908
verified: no, type: mrr_at_1000
value: 67.93299999999999
verified: no, type: mrr_at_3
value: 65.056
verified: no, type: mrr_at_5
value: 66.43900000000001
verified: no, type: ndcg_at_1
value: 60
verified: no, type: ndcg_at_10
value: 70.858
verified: no, type: ndcg_at_100
value: 73.67099999999999
verified: no, type: ndcg_at_1000
value: 74.26700000000001
verified: no, type: ndcg_at_3
value: 65.911
verified: no, type: ndcg_at_5
value: 68.42200000000001
verified: no, type: precision_at_1
value: 60
verified: no, type: precision_at_10
value: 9.4
verified: no, type: precision_at_100
value: 1.083
verified: no, type: precision_at_1000
value: 0.11299999999999999
verified: no, type: precision_at_3
value: 25.444
verified: no, type: precision_at_5
value: 17
verified: no, type: recall_at_1
value: 57.538999999999994
verified: no, type: recall_at_10
value: 83.233
verified: no, type: recall_at_100
value: 95.667
verified: no, type: recall_at_1000
value: 100
verified: no, type: recall_at_3
value: 69.883
verified: no, type: recall_at_5
value: 76.19399999999999
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: 99.82574257425742
verified: no, type: cos_sim_ap
value: 95.78722833053911
verified: no, type: cos_sim_f1
value: 90.94650205761316
verified: no, type: cos_sim_precision
value: 93.64406779661016
verified: no, type: cos_sim_recall
value: 88.4
verified: no, type: dot_accuracy
value: 99.83366336633664
verified: no, type: dot_ap
value: 95.89733601612964
verified: no, type: dot_f1
value: 91.41981613891727
verified: no, type: dot_precision
value: 93.42379958246346
verified: no, type: dot_recall
value: 89.5
verified: no, type: euclidean_accuracy
value: 99.82574257425742
verified: no, type: euclidean_ap
value: 95.75227035138846
verified: no, type: euclidean_f1
value: 90.96509240246407
verified: no, type: euclidean_precision
value: 93.45991561181435
verified: no, type: euclidean_recall
value: 88.6
verified: no, type: manhattan_accuracy
value: 99.82574257425742
verified: no, type: manhattan_ap
value: 95.76278266220176
verified: no, type: manhattan_f1
value: 91.08409321175279
verified: no, type: manhattan_precision
value: 92.29979466119097
verified: no, type: manhattan_recall
value: 89.9
verified: no, type: max_accuracy
value: 99.83366336633664
verified: no, type: max_ap
value: 95.89733601612964
verified: no, type: max_f1
value: 91.41981613891727
verified: no, task: type: Clustering
dataset: type: mteb/stackexchange-clustering
name: MTEB StackExchangeClustering
config: default
split: test
revision: 6cbc1f7b2bc0622f2e39d2c77fa502909748c259
metrics: type: v_measure
value: 61.905425988638605
verified: no, task: type: Clustering
dataset: type: mteb/stackexchange-clustering-p2p
name: MTEB StackExchangeClusteringP2P
config: default
split: test
revision: 815ca46b2622cec33ccafc3735d572c266efdb44
metrics: type: v_measure
value: 36.159589881679736
verified: no, task: type: Reranking
dataset: type: mteb/stackoverflowdupquestions-reranking
name: MTEB StackOverflowDupQuestions
config: default
split: test
revision: e185fbe320c72810689fc5848eb6114e1ef5ec69
metrics: type: map
value: 53.0605499476397
verified: no, type: mrr
value: 53.91594516594517
verified: no, task: type: Summarization
dataset: type: mteb/summeval
name: MTEB SummEval
config: default
split: test
revision: cda12ad7615edc362dbf25a00fdd61d3b1eaf93c
metrics: type: cos_sim_pearson
value: 30.202718009067
verified: no, type: cos_sim_spearman
value: 31.136199912366987
verified: no, type: dot_pearson
value: 30.66329011927951
verified: no, type: dot_spearman
value: 30.107664909625107
verified: no, task: type: Retrieval
dataset: type: trec-covid
name: MTEB TRECCOVID
config: default
split: test
revision: None
metrics: type: map_at_1
value: 0.209
verified: no, type: map_at_10
value: 1.712
verified: no, type: map_at_100
value: 9.464
verified: no, type: map_at_1000
value: 23.437
verified: no, type: map_at_3
value: 0.609
verified: no, type: map_at_5
value: 0.9440000000000001
verified: no, type: mrr_at_1
value: 78
verified: no, type: mrr_at_10
value: 86.833
verified: no, type: mrr_at_100
value: 86.833
verified: no, type: mrr_at_1000
value: 86.833
verified: no, type: mrr_at_3
value: 85.333
verified: no, type: mrr_at_5
value: 86.833
verified: no, type: ndcg_at_1
value: 74
verified: no, type: ndcg_at_10
value: 69.14
verified: no, type: ndcg_at_100
value: 53.047999999999995
verified: no, type: ndcg_at_1000
value: 48.577
verified: no, type: ndcg_at_3
value: 75.592
verified: no, type: ndcg_at_5
value: 72.509
verified: no, type: precision_at_1
value: 78
verified: no, type: precision_at_10
value: 73
verified: no, type: precision_at_100
value: 54.44
verified: no, type: precision_at_1000
value: 21.326
verified: no, type: precision_at_3
value: 80.667
verified: no, type: precision_at_5
value: 77.2
verified: no, type: recall_at_1
value: 0.209
verified: no, type: recall_at_10
value: 1.932
verified: no, type: recall_at_100
value: 13.211999999999998
verified: no, type: recall_at_1000
value: 45.774
verified: no, type: recall_at_3
value: 0.644
verified: no, type: recall_at_5
value: 1.0290000000000001
verified: no, task: type: Retrieval
dataset: type: webis-touche2020
name: MTEB Touche2020
config: default
split: test
revision: None
metrics: type: map_at_1
value: 2.609
verified: no, type: map_at_10
value: 8.334999999999999
verified: no, type: map_at_100
value: 14.604000000000001
verified: no, type: map_at_1000
value: 16.177
verified: no, type: map_at_3
value: 4.87
verified: no, type: map_at_5
value: 6.3149999999999995
verified: no, type: mrr_at_1
value: 32.653
verified: no, type: mrr_at_10
value: 45.047
verified: no, type: mrr_at_100
value: 45.808
verified: no, type: mrr_at_1000
value: 45.808
verified: no, type: mrr_at_3
value: 41.497
verified: no, type: mrr_at_5
value: 43.231
verified: no, type: ndcg_at_1
value: 30.612000000000002
verified: no, type: ndcg_at_10
value: 21.193
verified: no, type: ndcg_at_100
value: 34.97
verified: no, type: ndcg_at_1000
value: 46.69
verified: no, type: ndcg_at_3
value: 24.823
verified: no, type: ndcg_at_5
value: 22.872999999999998
verified: no, type: precision_at_1
value: 32.653
verified: no, type: precision_at_10
value: 17.959
verified: no, type: precision_at_100
value: 7.4079999999999995
verified: no, type: precision_at_1000
value: 1.537
verified: no, type: precision_at_3
value: 25.85
verified: no, type: precision_at_5
value: 22.448999999999998
verified: no, type: recall_at_1
value: 2.609
verified: no, type: recall_at_10
value: 13.63
verified: no, type: recall_at_100
value: 47.014
verified: no, type: recall_at_1000
value: 83.176
verified: no, type: recall_at_3
value: 5.925
verified: no, type: recall_at_5
value: 8.574
verified: no, task: type: Classification
dataset: type: mteb/toxic_conversations_50k
name: MTEB ToxicConversationsClassification
config: default
split: test
revision: d7c0de2777da35d6aae2200a62c6e0e5af397c4c
metrics: type: accuracy
value: 72.80239999999999
verified: no, type: ap
value: 15.497911013214791
verified: no, type: f1
value: 56.258411577947285
verified: no, task: type: Classification
dataset: type: mteb/tweet_sentiment_extraction
name: MTEB TweetSentimentExtractionClassification
config: default
split: test
revision: d604517c81ca91fe16a244d1248fc021f9ecee7a
metrics: type: accuracy
value: 61.00452744765139
verified: no, type: f1
value: 61.42228624410908
verified: no, task: type: Clustering
dataset: type: mteb/twentynewsgroups-clustering
name: MTEB TwentyNewsgroupsClustering
config: default
split: test
revision: 6125ec4e24fa026cec8a478383ee943acfbd5449
metrics: type: v_measure
value: 50.00516915962345
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: 85.62317458425225
verified: no, type: cos_sim_ap
value: 72.95115658063823
verified: no, type: cos_sim_f1
value: 66.78976523344764
verified: no, type: cos_sim_precision
value: 66.77215189873418
verified: no, type: cos_sim_recall
value: 66.80738786279683
verified: no, type: dot_accuracy
value: 85.62317458425225
verified: no, type: dot_ap
value: 73.10385271517778
verified: no, type: dot_f1
value: 66.94853829427399
verified: no, type: dot_precision
value: 61.74242424242424
verified: no, type: dot_recall
value: 73.11345646437995
verified: no, type: euclidean_accuracy
value: 85.65893783155511
verified: no, type: euclidean_ap
value: 72.87428208473992
verified: no, type: euclidean_f1
value: 66.70919994896005
verified: no, type: euclidean_precision
value: 64.5910551025451
verified: no, type: euclidean_recall
value: 68.97097625329816
verified: no, type: manhattan_accuracy
value: 85.59933241938367
verified: no, type: manhattan_ap
value: 72.67282695064966
verified: no, type: manhattan_f1
value: 66.67537215983286
verified: no, type: manhattan_precision
value: 66.00310237849017
verified: no, type: manhattan_recall
value: 67.36147757255937
verified: no, type: max_accuracy
value: 85.65893783155511
verified: no, type: max_ap
value: 73.10385271517778
verified: no, type: max_f1
value: 66.94853829427399
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: 88.69096130709822
verified: no, type: cos_sim_ap
value: 85.30326978668063
verified: no, type: cos_sim_f1
value: 77.747088683189
verified: no, type: cos_sim_precision
value: 75.4491451753115
verified: no, type: cos_sim_recall
value: 80.189405605174
verified: no, type: dot_accuracy
value: 88.43870066363954
verified: no, type: dot_ap
value: 84.62999949222983
verified: no, type: dot_f1
value: 77.3074661963551
verified: no, type: dot_precision
value: 73.93871239808828
verified: no, type: dot_recall
value: 80.99784416384355
verified: no, type: euclidean_accuracy
value: 88.70066363953894
verified: no, type: euclidean_ap
value: 85.34184508966621
verified: no, type: euclidean_f1
value: 77.76871756856931
verified: no, type: euclidean_precision
value: 74.97855917667239
verified: no, type: euclidean_recall
value: 80.77456113335386
verified: no, type: manhattan_accuracy
value: 88.68319944114566
verified: no, type: manhattan_ap
value: 85.3026464242333
verified: no, type: manhattan_f1
value: 77.66561049296294
verified: no, type: manhattan_precision
value: 74.4665818849795
verified: no, type: manhattan_recall
value: 81.15183246073299
verified: no, type: max_accuracy
value: 88.70066363953894
verified: no, type: max_ap
value: 85.34184508966621
verified: no, type: max_f1
value: 77.76871756856931
verified: no
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Created: 2025-05-27 19:14:26