Model: Hum-Works/lodestone-base-4096-v1
Author: Hum-Works
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, pytorch, bert, feature-extraction, sentence-similarity, mteb, custom_code, en, dataset:s2orc, dataset:flax-sentence-embeddings/stackexchange_title_body_jsonl, dataset:flax-sentence-embeddings/stackexchange_titlebody_best_voted_answer_jsonl, dataset:flax-sentence-embeddings/stackexchange_title_best_voted_answer_jsonl, dataset:flax-sentence-embeddings/stackexchange_titlebody_best_and_down_voted_answer_jsonl, dataset:sentence-transformers/reddit-title-body, dataset:msmarco, dataset:gooaq, dataset:yahoo_answers_topics, dataset:code_search_net, dataset:search_qa, dataset:eli5, dataset:snli, dataset:multi_nli, dataset:wikihow, dataset:natural_questions, dataset:trivia_qa, dataset:embedding-data/sentence-compression, dataset:embedding-data/flickr30k-captions, dataset:embedding-data/altlex, dataset:embedding-data/simple-wiki, dataset:embedding-data/QQP, dataset:embedding-data/SPECTER, dataset:embedding-data/PAQ_pairs, dataset:embedding-data/WikiAnswers, dataset:sentence-transformers/embedding-training-data, arxiv:2108.12409, arxiv:1904.06472, arxiv:2102.07033, arxiv:2104.08727, arxiv:1704.05179, arxiv:1810.09305, license:apache-2.0, model-index, text-embeddings-inference, region:us
Card metadata: license: apache-2.0
pipeline_tag: sentence-similarity
inference: no
tags: sentence-transformers, feature-extraction, sentence-similarity, mteb
language: en
datasets: s2orc, flax-sentence-embeddings/stackexchange_title_body_jsonl, flax-sentence-embeddings/stackexchange_titlebody_best_voted_answer_jsonl, flax-sentence-embeddings/stackexchange_title_best_voted_answer_jsonl, flax-sentence-embeddings/stackexchange_titlebody_best_and_down_voted_answer_jsonl, sentence-transformers/reddit-title-body, msmarco, gooaq, yahoo_answers_topics, code_search_net, search_qa, eli5, snli, multi_nli, wikihow, natural_questions, trivia_qa, embedding-data/sentence-compression, embedding-data/flickr30k-captions, embedding-data/altlex, embedding-data/simple-wiki, embedding-data/QQP, embedding-data/SPECTER, embedding-data/PAQ_pairs, embedding-data/WikiAnswers, sentence-transformers/embedding-training-data
model-index: name: lodestone-base-4096-v1
results: task: type: Classification
dataset: type: mteb/amazon_counterfactual
name: MTEB AmazonCounterfactualClassification (en)
config: en
split: test
revision: e8379541af4e31359cca9fbcf4b00f2671dba205
metrics: type: accuracy
value: 69.7313432835821
verified: no, type: ap
value: 31.618259511417733
verified: no, type: f1
value: 63.30313825394228
verified: no, task: type: Classification
dataset: type: mteb/amazon_polarity
name: MTEB AmazonPolarityClassification
config: default
split: test
revision: e2d317d38cd51312af73b3d32a06d1a08b442046
metrics: type: accuracy
value: 86.89837499999999
verified: no, type: ap
value: 82.39500885672128
verified: no, type: f1
value: 86.87317947399657
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: 44.05
verified: no, type: f1
value: 42.67624383248947
verified: no, task: type: Retrieval
dataset: type: arguana
name: MTEB ArguAna
config: default
split: test
revision: None
metrics: type: map_at_1
value: 26.173999999999996
verified: no, type: map_at_10
value: 40.976
verified: no, type: map_at_100
value: 42.067
verified: no, type: map_at_1000
value: 42.075
verified: no, type: map_at_3
value: 35.917
verified: no, type: map_at_5
value: 38.656
verified: no, type: mrr_at_1
value: 26.814
verified: no, type: mrr_at_10
value: 41.252
verified: no, type: mrr_at_100
value: 42.337
verified: no, type: mrr_at_1000
value: 42.345
verified: no, type: mrr_at_3
value: 36.226
verified: no, type: mrr_at_5
value: 38.914
verified: no, type: ndcg_at_1
value: 26.173999999999996
verified: no, type: ndcg_at_10
value: 49.819
verified: no, type: ndcg_at_100
value: 54.403999999999996
verified: no, type: ndcg_at_1000
value: 54.59
verified: no, type: ndcg_at_3
value: 39.231
verified: no, type: ndcg_at_5
value: 44.189
verified: no, type: precision_at_1
value: 26.173999999999996
verified: no, type: precision_at_10
value: 7.838000000000001
verified: no, type: precision_at_100
value: 0.9820000000000001
verified: no, type: precision_at_1000
value: 0.1
verified: no, type: precision_at_3
value: 16.287
verified: no, type: precision_at_5
value: 12.191
verified: no, type: recall_at_1
value: 26.173999999999996
verified: no, type: recall_at_10
value: 78.378
verified: no, type: recall_at_100
value: 98.222
verified: no, type: recall_at_1000
value: 99.644
verified: no, type: recall_at_3
value: 48.862
verified: no, type: recall_at_5
value: 60.953
verified: no, task: type: Clustering
dataset: type: mteb/arxiv-clustering-p2p
name: MTEB ArxivClusteringP2P
config: default
split: test
revision: a122ad7f3f0291bf49cc6f4d32aa80929df69d5d
metrics: type: v_measure
value: 42.31689035788179
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: 31.280245136660984
verified: no, task: type: Reranking
dataset: type: mteb/askubuntudupquestions-reranking
name: MTEB AskUbuntuDupQuestions
config: default
split: test
revision: 2000358ca161889fa9c082cb41daa8dcfb161a54
metrics: type: map
value: 58.79109720839415
verified: no, type: mrr
value: 71.79615705931495
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: 76.44918756608115
verified: no, type: cos_sim_spearman
value: 70.86607256286257
verified: no, type: euclidean_pearson
value: 74.12154678100815
verified: no, type: euclidean_spearman
value: 70.86607256286257
verified: no, type: manhattan_pearson
value: 74.0078626964417
verified: no, type: manhattan_spearman
value: 70.68353828321327
verified: no, task: type: Classification
dataset: type: mteb/banking77
name: MTEB Banking77Classification
config: default
split: test
revision: 0fd18e25b25c072e09e0d92ab615fda904d66300
metrics: type: accuracy
value: 75.40584415584415
verified: no, type: f1
value: 74.29514617572676
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: 37.41860080664014
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: 29.319217023090705
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackAndroidRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 26.595000000000002
verified: no, type: map_at_10
value: 36.556
verified: no, type: map_at_100
value: 37.984
verified: no, type: map_at_1000
value: 38.134
verified: no, type: map_at_3
value: 33.417
verified: no, type: map_at_5
value: 35.160000000000004
verified: no, type: mrr_at_1
value: 32.761
verified: no, type: mrr_at_10
value: 41.799
verified: no, type: mrr_at_100
value: 42.526
verified: no, type: mrr_at_1000
value: 42.582
verified: no, type: mrr_at_3
value: 39.39
verified: no, type: mrr_at_5
value: 40.727000000000004
verified: no, type: ndcg_at_1
value: 32.761
verified: no, type: ndcg_at_10
value: 42.549
verified: no, type: ndcg_at_100
value: 47.915
verified: no, type: ndcg_at_1000
value: 50.475
verified: no, type: ndcg_at_3
value: 37.93
verified: no, type: ndcg_at_5
value: 39.939
verified: no, type: precision_at_1
value: 32.761
verified: no, type: precision_at_10
value: 8.312
verified: no, type: precision_at_100
value: 1.403
verified: no, type: precision_at_1000
value: 0.197
verified: no, type: precision_at_3
value: 18.741
verified: no, type: precision_at_5
value: 13.447999999999999
verified: no, type: recall_at_1
value: 26.595000000000002
verified: no, type: recall_at_10
value: 54.332
verified: no, type: recall_at_100
value: 76.936
verified: no, type: recall_at_1000
value: 93.914
verified: no, type: recall_at_3
value: 40.666000000000004
verified: no, type: recall_at_5
value: 46.513
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackEnglishRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 22.528000000000002
verified: no, type: map_at_10
value: 30.751
verified: no, type: map_at_100
value: 31.855
verified: no, type: map_at_1000
value: 31.972
verified: no, type: map_at_3
value: 28.465
verified: no, type: map_at_5
value: 29.738
verified: no, type: mrr_at_1
value: 28.662
verified: no, type: mrr_at_10
value: 35.912
verified: no, type: mrr_at_100
value: 36.726
verified: no, type: mrr_at_1000
value: 36.777
verified: no, type: mrr_at_3
value: 34.013
verified: no, type: mrr_at_5
value: 35.156
verified: no, type: ndcg_at_1
value: 28.662
verified: no, type: ndcg_at_10
value: 35.452
verified: no, type: ndcg_at_100
value: 40.1
verified: no, type: ndcg_at_1000
value: 42.323
verified: no, type: ndcg_at_3
value: 32.112
verified: no, type: ndcg_at_5
value: 33.638
verified: no, type: precision_at_1
value: 28.662
verified: no, type: precision_at_10
value: 6.688
verified: no, type: precision_at_100
value: 1.13
verified: no, type: precision_at_1000
value: 0.16
verified: no, type: precision_at_3
value: 15.562999999999999
verified: no, type: precision_at_5
value: 11.019
verified: no, type: recall_at_1
value: 22.528000000000002
verified: no, type: recall_at_10
value: 43.748
verified: no, type: recall_at_100
value: 64.235
verified: no, type: recall_at_1000
value: 78.609
verified: no, type: recall_at_3
value: 33.937
verified: no, type: recall_at_5
value: 38.234
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackGamingRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 33.117999999999995
verified: no, type: map_at_10
value: 44.339
verified: no, type: map_at_100
value: 45.367000000000004
verified: no, type: map_at_1000
value: 45.437
verified: no, type: map_at_3
value: 41.195
verified: no, type: map_at_5
value: 42.922
verified: no, type: mrr_at_1
value: 38.37
verified: no, type: mrr_at_10
value: 47.786
verified: no, type: mrr_at_100
value: 48.522
verified: no, type: mrr_at_1000
value: 48.567
verified: no, type: mrr_at_3
value: 45.371
verified: no, type: mrr_at_5
value: 46.857
verified: no, type: ndcg_at_1
value: 38.37
verified: no, type: ndcg_at_10
value: 50.019999999999996
verified: no, type: ndcg_at_100
value: 54.36299999999999
verified: no, type: ndcg_at_1000
value: 55.897
verified: no, type: ndcg_at_3
value: 44.733000000000004
verified: no, type: ndcg_at_5
value: 47.292
verified: no, type: precision_at_1
value: 38.37
verified: no, type: precision_at_10
value: 8.288
verified: no, type: precision_at_100
value: 1.139
verified: no, type: precision_at_1000
value: 0.132
verified: no, type: precision_at_3
value: 20.293
verified: no, type: precision_at_5
value: 14.107
verified: no, type: recall_at_1
value: 33.117999999999995
verified: no, type: recall_at_10
value: 63.451
verified: no, type: recall_at_100
value: 82.767
verified: no, type: recall_at_1000
value: 93.786
verified: no, type: recall_at_3
value: 48.964999999999996
verified: no, type: recall_at_5
value: 55.358
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackGisRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 16.028000000000002
verified: no, type: map_at_10
value: 23.186999999999998
verified: no, type: map_at_100
value: 24.236
verified: no, type: map_at_1000
value: 24.337
verified: no, type: map_at_3
value: 20.816000000000003
verified: no, type: map_at_5
value: 22.311
verified: no, type: mrr_at_1
value: 17.514
verified: no, type: mrr_at_10
value: 24.84
verified: no, type: mrr_at_100
value: 25.838
verified: no, type: mrr_at_1000
value: 25.924999999999997
verified: no, type: mrr_at_3
value: 22.542
verified: no, type: mrr_at_5
value: 24.04
verified: no, type: ndcg_at_1
value: 17.514
verified: no, type: ndcg_at_10
value: 27.391
verified: no, type: ndcg_at_100
value: 32.684999999999995
verified: no, type: ndcg_at_1000
value: 35.367
verified: no, type: ndcg_at_3
value: 22.820999999999998
verified: no, type: ndcg_at_5
value: 25.380999999999997
verified: no, type: precision_at_1
value: 17.514
verified: no, type: precision_at_10
value: 4.463
verified: no, type: precision_at_100
value: 0.745
verified: no, type: precision_at_1000
value: 0.101
verified: no, type: precision_at_3
value: 10.019
verified: no, type: precision_at_5
value: 7.457999999999999
verified: no, type: recall_at_1
value: 16.028000000000002
verified: no, type: recall_at_10
value: 38.81
verified: no, type: recall_at_100
value: 63.295
verified: no, type: recall_at_1000
value: 83.762
verified: no, type: recall_at_3
value: 26.604
verified: no, type: recall_at_5
value: 32.727000000000004
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackMathematicaRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 11.962
verified: no, type: map_at_10
value: 17.218
verified: no, type: map_at_100
value: 18.321
verified: no, type: map_at_1000
value: 18.455
verified: no, type: map_at_3
value: 15.287999999999998
verified: no, type: map_at_5
value: 16.417
verified: no, type: mrr_at_1
value: 14.677000000000001
verified: no, type: mrr_at_10
value: 20.381
verified: no, type: mrr_at_100
value: 21.471999999999998
verified: no, type: mrr_at_1000
value: 21.566
verified: no, type: mrr_at_3
value: 18.448999999999998
verified: no, type: mrr_at_5
value: 19.587
verified: no, type: ndcg_at_1
value: 14.677000000000001
verified: no, type: ndcg_at_10
value: 20.86
verified: no, type: ndcg_at_100
value: 26.519
verified: no, type: ndcg_at_1000
value: 30.020000000000003
verified: no, type: ndcg_at_3
value: 17.208000000000002
verified: no, type: ndcg_at_5
value: 19.037000000000003
verified: no, type: precision_at_1
value: 14.677000000000001
verified: no, type: precision_at_10
value: 3.856
verified: no, type: precision_at_100
value: 0.7889999999999999
verified: no, type: precision_at_1000
value: 0.124
verified: no, type: precision_at_3
value: 8.043
verified: no, type: precision_at_5
value: 6.069999999999999
verified: no, type: recall_at_1
value: 11.962
verified: no, type: recall_at_10
value: 28.994999999999997
verified: no, type: recall_at_100
value: 54.071999999999996
verified: no, type: recall_at_1000
value: 79.309
verified: no, type: recall_at_3
value: 19.134999999999998
verified: no, type: recall_at_5
value: 23.727999999999998
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackPhysicsRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 22.764
verified: no, type: map_at_10
value: 31.744
verified: no, type: map_at_100
value: 33.037
verified: no, type: map_at_1000
value: 33.156
verified: no, type: map_at_3
value: 29.015
verified: no, type: map_at_5
value: 30.434
verified: no, type: mrr_at_1
value: 28.296
verified: no, type: mrr_at_10
value: 37.03
verified: no, type: mrr_at_100
value: 37.902
verified: no, type: mrr_at_1000
value: 37.966
verified: no, type: mrr_at_3
value: 34.568
verified: no, type: mrr_at_5
value: 35.786
verified: no, type: ndcg_at_1
value: 28.296
verified: no, type: ndcg_at_10
value: 37.289
verified: no, type: ndcg_at_100
value: 42.787
verified: no, type: ndcg_at_1000
value: 45.382
verified: no, type: ndcg_at_3
value: 32.598
verified: no, type: ndcg_at_5
value: 34.521
verified: no, type: precision_at_1
value: 28.296
verified: no, type: precision_at_10
value: 6.901
verified: no, type: precision_at_100
value: 1.135
verified: no, type: precision_at_1000
value: 0.152
verified: no, type: precision_at_3
value: 15.367
verified: no, type: precision_at_5
value: 11.03
verified: no, type: recall_at_1
value: 22.764
verified: no, type: recall_at_10
value: 48.807
verified: no, type: recall_at_100
value: 71.859
verified: no, type: recall_at_1000
value: 89.606
verified: no, type: recall_at_3
value: 35.594
verified: no, type: recall_at_5
value: 40.541
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackProgrammersRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 19.742
verified: no, type: map_at_10
value: 27.741
verified: no, type: map_at_100
value: 29.323
verified: no, type: map_at_1000
value: 29.438
verified: no, type: map_at_3
value: 25.217
verified: no, type: map_at_5
value: 26.583000000000002
verified: no, type: mrr_at_1
value: 24.657999999999998
verified: no, type: mrr_at_10
value: 32.407000000000004
verified: no, type: mrr_at_100
value: 33.631
verified: no, type: mrr_at_1000
value: 33.686
verified: no, type: mrr_at_3
value: 30.194
verified: no, type: mrr_at_5
value: 31.444
verified: no, type: ndcg_at_1
value: 24.657999999999998
verified: no, type: ndcg_at_10
value: 32.614
verified: no, type: ndcg_at_100
value: 39.61
verified: no, type: ndcg_at_1000
value: 42.114000000000004
verified: no, type: ndcg_at_3
value: 28.516000000000002
verified: no, type: ndcg_at_5
value: 30.274
verified: no, type: precision_at_1
value: 24.657999999999998
verified: no, type: precision_at_10
value: 6.176
verified: no, type: precision_at_100
value: 1.1400000000000001
verified: no, type: precision_at_1000
value: 0.155
verified: no, type: precision_at_3
value: 13.927
verified: no, type: precision_at_5
value: 9.954
verified: no, type: recall_at_1
value: 19.742
verified: no, type: recall_at_10
value: 42.427
verified: no, type: recall_at_100
value: 72.687
verified: no, type: recall_at_1000
value: 89.89
verified: no, type: recall_at_3
value: 30.781
verified: no, type: recall_at_5
value: 35.606
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 19.72608333333333
verified: no, type: map_at_10
value: 27.165333333333336
verified: no, type: map_at_100
value: 28.292499999999997
verified: no, type: map_at_1000
value: 28.416333333333327
verified: no, type: map_at_3
value: 24.783833333333334
verified: no, type: map_at_5
value: 26.101750000000003
verified: no, type: mrr_at_1
value: 23.721500000000002
verified: no, type: mrr_at_10
value: 30.853333333333328
verified: no, type: mrr_at_100
value: 31.741750000000003
verified: no, type: mrr_at_1000
value: 31.812999999999995
verified: no, type: mrr_at_3
value: 28.732249999999997
verified: no, type: mrr_at_5
value: 29.945166666666665
verified: no, type: ndcg_at_1
value: 23.721500000000002
verified: no, type: ndcg_at_10
value: 31.74883333333333
verified: no, type: ndcg_at_100
value: 36.883583333333334
verified: no, type: ndcg_at_1000
value: 39.6145
verified: no, type: ndcg_at_3
value: 27.639583333333334
verified: no, type: ndcg_at_5
value: 29.543666666666667
verified: no, type: precision_at_1
value: 23.721500000000002
verified: no, type: precision_at_10
value: 5.709083333333333
verified: no, type: precision_at_100
value: 0.9859166666666666
verified: no, type: precision_at_1000
value: 0.1413333333333333
verified: no, type: precision_at_3
value: 12.85683333333333
verified: no, type: precision_at_5
value: 9.258166666666668
verified: no, type: recall_at_1
value: 19.72608333333333
verified: no, type: recall_at_10
value: 41.73583333333334
verified: no, type: recall_at_100
value: 64.66566666666668
verified: no, type: recall_at_1000
value: 84.09833333333336
verified: no, type: recall_at_3
value: 30.223083333333328
verified: no, type: recall_at_5
value: 35.153083333333335
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackStatsRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 17.582
verified: no, type: map_at_10
value: 22.803
verified: no, type: map_at_100
value: 23.503
verified: no, type: map_at_1000
value: 23.599999999999998
verified: no, type: map_at_3
value: 21.375
verified: no, type: map_at_5
value: 22.052
verified: no, type: mrr_at_1
value: 20.399
verified: no, type: mrr_at_10
value: 25.369999999999997
verified: no, type: mrr_at_100
value: 26.016000000000002
verified: no, type: mrr_at_1000
value: 26.090999999999998
verified: no, type: mrr_at_3
value: 23.952
verified: no, type: mrr_at_5
value: 24.619
verified: no, type: ndcg_at_1
value: 20.399
verified: no, type: ndcg_at_10
value: 25.964
verified: no, type: ndcg_at_100
value: 29.607
verified: no, type: ndcg_at_1000
value: 32.349
verified: no, type: ndcg_at_3
value: 23.177
verified: no, type: ndcg_at_5
value: 24.276
verified: no, type: precision_at_1
value: 20.399
verified: no, type: precision_at_10
value: 4.018
verified: no, type: precision_at_100
value: 0.629
verified: no, type: precision_at_1000
value: 0.093
verified: no, type: precision_at_3
value: 9.969
verified: no, type: precision_at_5
value: 6.748
verified: no, type: recall_at_1
value: 17.582
verified: no, type: recall_at_10
value: 33.35
verified: no, type: recall_at_100
value: 50.219
verified: no, type: recall_at_1000
value: 71.06099999999999
verified: no, type: recall_at_3
value: 25.619999999999997
verified: no, type: recall_at_5
value: 28.291
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackTexRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 11.071
verified: no, type: map_at_10
value: 16.201999999999998
verified: no, type: map_at_100
value: 17.112
verified: no, type: map_at_1000
value: 17.238
verified: no, type: map_at_3
value: 14.508
verified: no, type: map_at_5
value: 15.440999999999999
verified: no, type: mrr_at_1
value: 13.833
verified: no, type: mrr_at_10
value: 19.235
verified: no, type: mrr_at_100
value: 20.108999999999998
verified: no, type: mrr_at_1000
value: 20.196
verified: no, type: mrr_at_3
value: 17.515
verified: no, type: mrr_at_5
value: 18.505
verified: no, type: ndcg_at_1
value: 13.833
verified: no, type: ndcg_at_10
value: 19.643
verified: no, type: ndcg_at_100
value: 24.298000000000002
verified: no, type: ndcg_at_1000
value: 27.614
verified: no, type: ndcg_at_3
value: 16.528000000000002
verified: no, type: ndcg_at_5
value: 17.991
verified: no, type: precision_at_1
value: 13.833
verified: no, type: precision_at_10
value: 3.6990000000000003
verified: no, type: precision_at_100
value: 0.713
verified: no, type: precision_at_1000
value: 0.116
verified: no, type: precision_at_3
value: 7.9030000000000005
verified: no, type: precision_at_5
value: 5.891
verified: no, type: recall_at_1
value: 11.071
verified: no, type: recall_at_10
value: 27.019
verified: no, type: recall_at_100
value: 48.404
verified: no, type: recall_at_1000
value: 72.641
verified: no, type: recall_at_3
value: 18.336
verified: no, type: recall_at_5
value: 21.991
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackUnixRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 18.573
verified: no, type: map_at_10
value: 25.008999999999997
verified: no, type: map_at_100
value: 26.015
verified: no, type: map_at_1000
value: 26.137
verified: no, type: map_at_3
value: 22.798
verified: no, type: map_at_5
value: 24.092
verified: no, type: mrr_at_1
value: 22.108
verified: no, type: mrr_at_10
value: 28.646
verified: no, type: mrr_at_100
value: 29.477999999999998
verified: no, type: mrr_at_1000
value: 29.57
verified: no, type: mrr_at_3
value: 26.415
verified: no, type: mrr_at_5
value: 27.693
verified: no, type: ndcg_at_1
value: 22.108
verified: no, type: ndcg_at_10
value: 29.42
verified: no, type: ndcg_at_100
value: 34.385
verified: no, type: ndcg_at_1000
value: 37.572
verified: no, type: ndcg_at_3
value: 25.274
verified: no, type: ndcg_at_5
value: 27.315
verified: no, type: precision_at_1
value: 22.108
verified: no, type: precision_at_10
value: 5.093
verified: no, type: precision_at_100
value: 0.859
verified: no, type: precision_at_1000
value: 0.124
verified: no, type: precision_at_3
value: 11.474
verified: no, type: precision_at_5
value: 8.321000000000002
verified: no, type: recall_at_1
value: 18.573
verified: no, type: recall_at_10
value: 39.433
verified: no, type: recall_at_100
value: 61.597
verified: no, type: recall_at_1000
value: 84.69
verified: no, type: recall_at_3
value: 27.849
verified: no, type: recall_at_5
value: 33.202999999999996
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackWebmastersRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 22.807
verified: no, type: map_at_10
value: 30.014000000000003
verified: no, type: map_at_100
value: 31.422
verified: no, type: map_at_1000
value: 31.652
verified: no, type: map_at_3
value: 27.447
verified: no, type: map_at_5
value: 28.711
verified: no, type: mrr_at_1
value: 27.668
verified: no, type: mrr_at_10
value: 34.489
verified: no, type: mrr_at_100
value: 35.453
verified: no, type: mrr_at_1000
value: 35.526
verified: no, type: mrr_at_3
value: 32.477000000000004
verified: no, type: mrr_at_5
value: 33.603
verified: no, type: ndcg_at_1
value: 27.668
verified: no, type: ndcg_at_10
value: 34.983
verified: no, type: ndcg_at_100
value: 40.535
verified: no, type: ndcg_at_1000
value: 43.747
verified: no, type: ndcg_at_3
value: 31.026999999999997
verified: no, type: ndcg_at_5
value: 32.608
verified: no, type: precision_at_1
value: 27.668
verified: no, type: precision_at_10
value: 6.837999999999999
verified: no, type: precision_at_100
value: 1.411
verified: no, type: precision_at_1000
value: 0.23600000000000002
verified: no, type: precision_at_3
value: 14.295
verified: no, type: precision_at_5
value: 10.435
verified: no, type: recall_at_1
value: 22.807
verified: no, type: recall_at_10
value: 43.545
verified: no, type: recall_at_100
value: 69.39800000000001
verified: no, type: recall_at_1000
value: 90.706
verified: no, type: recall_at_3
value: 32.183
verified: no, type: recall_at_5
value: 36.563
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackWordpressRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 13.943
verified: no, type: map_at_10
value: 20.419999999999998
verified: no, type: map_at_100
value: 21.335
verified: no, type: map_at_1000
value: 21.44
verified: no, type: map_at_3
value: 17.865000000000002
verified: no, type: map_at_5
value: 19.36
verified: no, type: mrr_at_1
value: 15.712000000000002
verified: no, type: mrr_at_10
value: 22.345000000000002
verified: no, type: mrr_at_100
value: 23.227999999999998
verified: no, type: mrr_at_1000
value: 23.304
verified: no, type: mrr_at_3
value: 19.901
verified: no, type: mrr_at_5
value: 21.325
verified: no, type: ndcg_at_1
value: 15.712000000000002
verified: no, type: ndcg_at_10
value: 24.801000000000002
verified: no, type: ndcg_at_100
value: 29.799
verified: no, type: ndcg_at_1000
value: 32.513999999999996
verified: no, type: ndcg_at_3
value: 19.750999999999998
verified: no, type: ndcg_at_5
value: 22.252
verified: no, type: precision_at_1
value: 15.712000000000002
verified: no, type: precision_at_10
value: 4.1770000000000005
verified: no, type: precision_at_100
value: 0.738
verified: no, type: precision_at_1000
value: 0.106
verified: no, type: precision_at_3
value: 8.688
verified: no, type: precision_at_5
value: 6.617000000000001
verified: no, type: recall_at_1
value: 13.943
verified: no, type: recall_at_10
value: 36.913000000000004
verified: no, type: recall_at_100
value: 60.519
verified: no, type: recall_at_1000
value: 81.206
verified: no, type: recall_at_3
value: 23.006999999999998
verified: no, type: recall_at_5
value: 29.082
verified: no, task: type: Retrieval
dataset: type: climate-fever
name: MTEB ClimateFEVER
config: default
split: test
revision: None
metrics: type: map_at_1
value: 9.468
verified: no, type: map_at_10
value: 16.029
verified: no, type: map_at_100
value: 17.693
verified: no, type: map_at_1000
value: 17.886
verified: no, type: map_at_3
value: 13.15
verified: no, type: map_at_5
value: 14.568
verified: no, type: mrr_at_1
value: 21.173000000000002
verified: no, type: mrr_at_10
value: 31.028
verified: no, type: mrr_at_100
value: 32.061
verified: no, type: mrr_at_1000
value: 32.119
verified: no, type: mrr_at_3
value: 27.534999999999997
verified: no, type: mrr_at_5
value: 29.431
verified: no, type: ndcg_at_1
value: 21.173000000000002
verified: no, type: ndcg_at_10
value: 23.224
verified: no, type: ndcg_at_100
value: 30.225
verified: no, type: ndcg_at_1000
value: 33.961000000000006
verified: no, type: ndcg_at_3
value: 18.174
verified: no, type: ndcg_at_5
value: 19.897000000000002
verified: no, type: precision_at_1
value: 21.173000000000002
verified: no, type: precision_at_10
value: 7.4719999999999995
verified: no, type: precision_at_100
value: 1.5010000000000001
verified: no, type: precision_at_1000
value: 0.219
verified: no, type: precision_at_3
value: 13.312
verified: no, type: precision_at_5
value: 10.619
verified: no, type: recall_at_1
value: 9.468
verified: no, type: recall_at_10
value: 28.823
verified: no, type: recall_at_100
value: 53.26499999999999
verified: no, type: recall_at_1000
value: 74.536
verified: no, type: recall_at_3
value: 16.672
verified: no, type: recall_at_5
value: 21.302
verified: no, task: type: Retrieval
dataset: type: dbpedia-entity
name: MTEB DBPedia
config: default
split: test
revision: None
metrics: type: map_at_1
value: 6.343
verified: no, type: map_at_10
value: 12.717
verified: no, type: map_at_100
value: 16.48
verified: no, type: map_at_1000
value: 17.381
verified: no, type: map_at_3
value: 9.568999999999999
verified: no, type: map_at_5
value: 11.125
verified: no, type: mrr_at_1
value: 48.75
verified: no, type: mrr_at_10
value: 58.425000000000004
verified: no, type: mrr_at_100
value: 59.075
verified: no, type: mrr_at_1000
value: 59.095
verified: no, type: mrr_at_3
value: 56.291999999999994
verified: no, type: mrr_at_5
value: 57.679
verified: no, type: ndcg_at_1
value: 37.875
verified: no, type: ndcg_at_10
value: 27.77
verified: no, type: ndcg_at_100
value: 30.288999999999998
verified: no, type: ndcg_at_1000
value: 36.187999999999995
verified: no, type: ndcg_at_3
value: 31.385999999999996
verified: no, type: ndcg_at_5
value: 29.923
verified: no, type: precision_at_1
value: 48.75
verified: no, type: precision_at_10
value: 22.375
verified: no, type: precision_at_100
value: 6.3420000000000005
verified: no, type: precision_at_1000
value: 1.4489999999999998
verified: no, type: precision_at_3
value: 35.5
verified: no, type: precision_at_5
value: 30.55
verified: no, type: recall_at_1
value: 6.343
verified: no, type: recall_at_10
value: 16.936
verified: no, type: recall_at_100
value: 35.955999999999996
verified: no, type: recall_at_1000
value: 55.787
verified: no, type: recall_at_3
value: 10.771
verified: no, type: recall_at_5
value: 13.669999999999998
verified: no, task: type: Classification
dataset: type: mteb/emotion
name: MTEB EmotionClassification
config: default
split: test
revision: 4f58c6b202a23cf9a4da393831edf4f9183cad37
metrics: type: accuracy
value: 41.99
verified: no, type: f1
value: 36.823402174564954
verified: no, task: type: Retrieval
dataset: type: fever
name: MTEB FEVER
config: default
split: test
revision: None
metrics: type: map_at_1
value: 40.088
verified: no, type: map_at_10
value: 52.69200000000001
verified: no, type: map_at_100
value: 53.296
verified: no, type: map_at_1000
value: 53.325
verified: no, type: map_at_3
value: 49.905
verified: no, type: map_at_5
value: 51.617000000000004
verified: no, type: mrr_at_1
value: 43.009
verified: no, type: mrr_at_10
value: 56.203
verified: no, type: mrr_at_100
value: 56.75
verified: no, type: mrr_at_1000
value: 56.769000000000005
verified: no, type: mrr_at_3
value: 53.400000000000006
verified: no, type: mrr_at_5
value: 55.163
verified: no, type: ndcg_at_1
value: 43.009
verified: no, type: ndcg_at_10
value: 59.39
verified: no, type: ndcg_at_100
value: 62.129999999999995
verified: no, type: ndcg_at_1000
value: 62.793
verified: no, type: ndcg_at_3
value: 53.878
verified: no, type: ndcg_at_5
value: 56.887
verified: no, type: precision_at_1
value: 43.009
verified: no, type: precision_at_10
value: 8.366
verified: no, type: precision_at_100
value: 0.983
verified: no, type: precision_at_1000
value: 0.105
verified: no, type: precision_at_3
value: 22.377
verified: no, type: precision_at_5
value: 15.035000000000002
verified: no, type: recall_at_1
value: 40.088
verified: no, type: recall_at_10
value: 76.68700000000001
verified: no, type: recall_at_100
value: 88.91
verified: no, type: recall_at_1000
value: 93.782
verified: no, type: recall_at_3
value: 61.809999999999995
verified: no, type: recall_at_5
value: 69.131
verified: no, task: type: Retrieval
dataset: type: fiqa
name: MTEB FiQA2018
config: default
split: test
revision: None
metrics: type: map_at_1
value: 10.817
verified: no, type: map_at_10
value: 18.9
verified: no, type: map_at_100
value: 20.448
verified: no, type: map_at_1000
value: 20.660999999999998
verified: no, type: map_at_3
value: 15.979
verified: no, type: map_at_5
value: 17.415
verified: no, type: mrr_at_1
value: 23.148
verified: no, type: mrr_at_10
value: 31.208000000000002
verified: no, type: mrr_at_100
value: 32.167
verified: no, type: mrr_at_1000
value: 32.242
verified: no, type: mrr_at_3
value: 28.498
verified: no, type: mrr_at_5
value: 29.964000000000002
verified: no, type: ndcg_at_1
value: 23.148
verified: no, type: ndcg_at_10
value: 25.325999999999997
verified: no, type: ndcg_at_100
value: 31.927
verified: no, type: ndcg_at_1000
value: 36.081
verified: no, type: ndcg_at_3
value: 21.647
verified: no, type: ndcg_at_5
value: 22.762999999999998
verified: no, type: precision_at_1
value: 23.148
verified: no, type: precision_at_10
value: 7.546
verified: no, type: precision_at_100
value: 1.415
verified: no, type: precision_at_1000
value: 0.216
verified: no, type: precision_at_3
value: 14.969
verified: no, type: precision_at_5
value: 11.327
verified: no, type: recall_at_1
value: 10.817
verified: no, type: recall_at_10
value: 32.164
verified: no, type: recall_at_100
value: 57.655
verified: no, type: recall_at_1000
value: 82.797
verified: no, type: recall_at_3
value: 19.709
verified: no, type: recall_at_5
value: 24.333
verified: no, task: type: Retrieval
dataset: type: hotpotqa
name: MTEB HotpotQA
config: default
split: test
revision: None
metrics: type: map_at_1
value: 25.380999999999997
verified: no, type: map_at_10
value: 33.14
verified: no, type: map_at_100
value: 33.948
verified: no, type: map_at_1000
value: 34.028000000000006
verified: no, type: map_at_3
value: 31.019999999999996
verified: no, type: map_at_5
value: 32.23
verified: no, type: mrr_at_1
value: 50.763000000000005
verified: no, type: mrr_at_10
value: 57.899
verified: no, type: mrr_at_100
value: 58.426
verified: no, type: mrr_at_1000
value: 58.457
verified: no, type: mrr_at_3
value: 56.093
verified: no, type: mrr_at_5
value: 57.116
verified: no, type: ndcg_at_1
value: 50.763000000000005
verified: no, type: ndcg_at_10
value: 41.656
verified: no, type: ndcg_at_100
value: 45.079
verified: no, type: ndcg_at_1000
value: 46.916999999999994
verified: no, type: ndcg_at_3
value: 37.834
verified: no, type: ndcg_at_5
value: 39.732
verified: no, type: precision_at_1
value: 50.763000000000005
verified: no, type: precision_at_10
value: 8.648
verified: no, type: precision_at_100
value: 1.135
verified: no, type: precision_at_1000
value: 0.13799999999999998
verified: no, type: precision_at_3
value: 23.105999999999998
verified: no, type: precision_at_5
value: 15.363
verified: no, type: recall_at_1
value: 25.380999999999997
verified: no, type: recall_at_10
value: 43.241
verified: no, type: recall_at_100
value: 56.745000000000005
verified: no, type: recall_at_1000
value: 69.048
verified: no, type: recall_at_3
value: 34.659
verified: no, type: recall_at_5
value: 38.406
verified: no, task: type: Classification
dataset: type: mteb/imdb
name: MTEB ImdbClassification
config: default
split: test
revision: 3d86128a09e091d6018b6d26cad27f2739fc2db7
metrics: type: accuracy
value: 79.544
verified: no, type: ap
value: 73.82920133396664
verified: no, type: f1
value: 79.51048124883265
verified: no, task: type: Retrieval
dataset: type: msmarco
name: MTEB MSMARCO
config: default
split: dev
revision: None
metrics: type: map_at_1
value: 11.174000000000001
verified: no, type: map_at_10
value: 19.451999999999998
verified: no, type: map_at_100
value: 20.612
verified: no, type: map_at_1000
value: 20.703
verified: no, type: map_at_3
value: 16.444
verified: no, type: map_at_5
value: 18.083
verified: no, type: mrr_at_1
value: 11.447000000000001
verified: no, type: mrr_at_10
value: 19.808
verified: no, type: mrr_at_100
value: 20.958
verified: no, type: mrr_at_1000
value: 21.041999999999998
verified: no, type: mrr_at_3
value: 16.791
verified: no, type: mrr_at_5
value: 18.459
verified: no, type: ndcg_at_1
value: 11.447000000000001
verified: no, type: ndcg_at_10
value: 24.556
verified: no, type: ndcg_at_100
value: 30.637999999999998
verified: no, type: ndcg_at_1000
value: 33.14
verified: no, type: ndcg_at_3
value: 18.325
verified: no, type: ndcg_at_5
value: 21.278
verified: no, type: precision_at_1
value: 11.447000000000001
verified: no, type: precision_at_10
value: 4.215
verified: no, type: precision_at_100
value: 0.732
verified: no, type: precision_at_1000
value: 0.095
verified: no, type: precision_at_3
value: 8.052
verified: no, type: precision_at_5
value: 6.318
verified: no, type: recall_at_1
value: 11.174000000000001
verified: no, type: recall_at_10
value: 40.543
verified: no, type: recall_at_100
value: 69.699
verified: no, type: recall_at_1000
value: 89.403
verified: no, type: recall_at_3
value: 23.442
verified: no, type: recall_at_5
value: 30.536
verified: no, task: type: Classification
dataset: type: mteb/mtop_domain
name: MTEB MTOPDomainClassification (en)
config: en
split: test
revision: d80d48c1eb48d3562165c59d59d0034df9fff0bf
metrics: type: accuracy
value: 89.6671226630187
verified: no, type: f1
value: 89.57660424361246
verified: no, task: type: Classification
dataset: type: mteb/mtop_intent
name: MTEB MTOPIntentClassification (en)
config: en
split: test
revision: ae001d0e6b1228650b7bd1c2c65fb50ad11a8aba
metrics: type: accuracy
value: 60.284997720018254
verified: no, type: f1
value: 40.30637400152823
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: 63.33557498318763
verified: no, type: f1
value: 60.24039910680179
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: 72.37390719569603
verified: no, type: f1
value: 72.33097333477316
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: 34.68158939060552
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: 30.340061711905236
verified: no, task: type: Reranking
dataset: type: mteb/mind_small
name: MTEB MindSmallReranking
config: default
split: test
revision: 3bdac13927fdc888b903db93b2ffdbd90b295a69
metrics: type: map
value: 32.01814326295803
verified: no, type: mrr
value: 33.20555240055367
verified: no, task: type: Retrieval
dataset: type: nfcorpus
name: MTEB NFCorpus
config: default
split: test
revision: None
metrics: type: map_at_1
value: 3.3910000000000005
verified: no, type: map_at_10
value: 7.7219999999999995
verified: no, type: map_at_100
value: 10.286
verified: no, type: map_at_1000
value: 11.668000000000001
verified: no, type: map_at_3
value: 5.552
verified: no, type: map_at_5
value: 6.468
verified: no, type: mrr_at_1
value: 34.365
verified: no, type: mrr_at_10
value: 42.555
verified: no, type: mrr_at_100
value: 43.295
verified: no, type: mrr_at_1000
value: 43.357
verified: no, type: mrr_at_3
value: 40.299
verified: no, type: mrr_at_5
value: 41.182
verified: no, type: ndcg_at_1
value: 31.424000000000003
verified: no, type: ndcg_at_10
value: 24.758
verified: no, type: ndcg_at_100
value: 23.677999999999997
verified: no, type: ndcg_at_1000
value: 33.377
verified: no, type: ndcg_at_3
value: 28.302
verified: no, type: ndcg_at_5
value: 26.342
verified: no, type: precision_at_1
value: 33.437
verified: no, type: precision_at_10
value: 19.256999999999998
verified: no, type: precision_at_100
value: 6.662999999999999
verified: no, type: precision_at_1000
value: 1.9900000000000002
verified: no, type: precision_at_3
value: 27.761000000000003
verified: no, type: precision_at_5
value: 23.715
verified: no, type: recall_at_1
value: 3.3910000000000005
verified: no, type: recall_at_10
value: 11.068
verified: no, type: recall_at_100
value: 25.878
verified: no, type: recall_at_1000
value: 60.19
verified: no, type: recall_at_3
value: 6.1690000000000005
verified: no, type: recall_at_5
value: 7.767
verified: no, task: type: Retrieval
dataset: type: nq
name: MTEB NQ
config: default
split: test
revision: None
metrics: type: map_at_1
value: 15.168000000000001
verified: no, type: map_at_10
value: 26.177
verified: no, type: map_at_100
value: 27.564
verified: no, type: map_at_1000
value: 27.628999999999998
verified: no, type: map_at_3
value: 22.03
verified: no, type: map_at_5
value: 24.276
verified: no, type: mrr_at_1
value: 17.439
verified: no, type: mrr_at_10
value: 28.205000000000002
verified: no, type: mrr_at_100
value: 29.357
verified: no, type: mrr_at_1000
value: 29.408
verified: no, type: mrr_at_3
value: 24.377
verified: no, type: mrr_at_5
value: 26.540000000000003
verified: no, type: ndcg_at_1
value: 17.41
verified: no, type: ndcg_at_10
value: 32.936
verified: no, type: ndcg_at_100
value: 39.196999999999996
verified: no, type: ndcg_at_1000
value: 40.892
verified: no, type: ndcg_at_3
value: 24.721
verified: no, type: ndcg_at_5
value: 28.615000000000002
verified: no, type: precision_at_1
value: 17.41
verified: no, type: precision_at_10
value: 6.199000000000001
verified: no, type: precision_at_100
value: 0.9690000000000001
verified: no, type: precision_at_1000
value: 0.11299999999999999
verified: no, type: precision_at_3
value: 11.790000000000001
verified: no, type: precision_at_5
value: 9.264
verified: no, type: recall_at_1
value: 15.168000000000001
verified: no, type: recall_at_10
value: 51.914
verified: no, type: recall_at_100
value: 79.804
verified: no, type: recall_at_1000
value: 92.75999999999999
verified: no, type: recall_at_3
value: 30.212
verified: no, type: recall_at_5
value: 39.204
verified: no, task: type: Retrieval
dataset: type: quora
name: MTEB QuoraRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 67.306
verified: no, type: map_at_10
value: 80.634
verified: no, type: map_at_100
value: 81.349
verified: no, type: map_at_1000
value: 81.37299999999999
verified: no, type: map_at_3
value: 77.691
verified: no, type: map_at_5
value: 79.512
verified: no, type: mrr_at_1
value: 77.56
verified: no, type: mrr_at_10
value: 84.177
verified: no, type: mrr_at_100
value: 84.35000000000001
verified: no, type: mrr_at_1000
value: 84.353
verified: no, type: mrr_at_3
value: 83.003
verified: no, type: mrr_at_5
value: 83.799
verified: no, type: ndcg_at_1
value: 77.58
verified: no, type: ndcg_at_10
value: 84.782
verified: no, type: ndcg_at_100
value: 86.443
verified: no, type: ndcg_at_1000
value: 86.654
verified: no, type: ndcg_at_3
value: 81.67
verified: no, type: ndcg_at_5
value: 83.356
verified: no, type: precision_at_1
value: 77.58
verified: no, type: precision_at_10
value: 12.875
verified: no, type: precision_at_100
value: 1.503
verified: no, type: precision_at_1000
value: 0.156
verified: no, type: precision_at_3
value: 35.63
verified: no, type: precision_at_5
value: 23.483999999999998
verified: no, type: recall_at_1
value: 67.306
verified: no, type: recall_at_10
value: 92.64
verified: no, type: recall_at_100
value: 98.681
verified: no, type: recall_at_1000
value: 99.79
verified: no, type: recall_at_3
value: 83.682
verified: no, type: recall_at_5
value: 88.424
verified: no, task: type: Clustering
dataset: type: mteb/reddit-clustering
name: MTEB RedditClustering
config: default
split: test
revision: 24640382cdbf8abc73003fb0fa6d111a705499eb
metrics: type: v_measure
value: 50.76319866126382
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: 55.024711941648995
verified: no, task: type: Retrieval
dataset: type: scidocs
name: MTEB SCIDOCS
config: default
split: test
revision: None
metrics: type: map_at_1
value: 3.9379999999999997
verified: no, type: map_at_10
value: 8.817
verified: no, type: map_at_100
value: 10.546999999999999
verified: no, type: map_at_1000
value: 10.852
verified: no, type: map_at_3
value: 6.351999999999999
verified: no, type: map_at_5
value: 7.453
verified: no, type: mrr_at_1
value: 19.400000000000002
verified: no, type: mrr_at_10
value: 27.371000000000002
verified: no, type: mrr_at_100
value: 28.671999999999997
verified: no, type: mrr_at_1000
value: 28.747
verified: no, type: mrr_at_3
value: 24.583
verified: no, type: mrr_at_5
value: 26.143
verified: no, type: ndcg_at_1
value: 19.400000000000002
verified: no, type: ndcg_at_10
value: 15.264
verified: no, type: ndcg_at_100
value: 22.63
verified: no, type: ndcg_at_1000
value: 28.559
verified: no, type: ndcg_at_3
value: 14.424999999999999
verified: no, type: ndcg_at_5
value: 12.520000000000001
verified: no, type: precision_at_1
value: 19.400000000000002
verified: no, type: precision_at_10
value: 7.8100000000000005
verified: no, type: precision_at_100
value: 1.854
verified: no, type: precision_at_1000
value: 0.329
verified: no, type: precision_at_3
value: 13.100000000000001
verified: no, type: precision_at_5
value: 10.68
verified: no, type: recall_at_1
value: 3.9379999999999997
verified: no, type: recall_at_10
value: 15.903
verified: no, type: recall_at_100
value: 37.645
verified: no, type: recall_at_1000
value: 66.86
verified: no, type: recall_at_3
value: 7.993
verified: no, type: recall_at_5
value: 10.885
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: 80.12689060151425
verified: no, type: cos_sim_spearman
value: 70.46515535094771
verified: no, type: euclidean_pearson
value: 77.17160003557223
verified: no, type: euclidean_spearman
value: 70.4651757047438
verified: no, type: manhattan_pearson
value: 77.18129609281937
verified: no, type: manhattan_spearman
value: 70.46610403752913
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: 70.451157033355
verified: no, type: cos_sim_spearman
value: 63.99899601697852
verified: no, type: euclidean_pearson
value: 67.46985359967678
verified: no, type: euclidean_spearman
value: 64.00001637764805
verified: no, type: manhattan_pearson
value: 67.56534741780037
verified: no, type: manhattan_spearman
value: 64.06533893575366
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: 77.65086614464292
verified: no, type: cos_sim_spearman
value: 78.20169706921848
verified: no, type: euclidean_pearson
value: 77.77758172155283
verified: no, type: euclidean_spearman
value: 78.20169706921848
verified: no, type: manhattan_pearson
value: 77.75077884860052
verified: no, type: manhattan_spearman
value: 78.16875216484164
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: 76.26381598259717
verified: no, type: cos_sim_spearman
value: 70.78377709313477
verified: no, type: euclidean_pearson
value: 74.82646556532096
verified: no, type: euclidean_spearman
value: 70.78377658155212
verified: no, type: manhattan_pearson
value: 74.81784766108225
verified: no, type: manhattan_spearman
value: 70.79351454692176
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: 79.00532026789739
verified: no, type: cos_sim_spearman
value: 80.02708383244838
verified: no, type: euclidean_pearson
value: 79.48345422610525
verified: no, type: euclidean_spearman
value: 80.02708383244838
verified: no, type: manhattan_pearson
value: 79.44519739854803
verified: no, type: manhattan_spearman
value: 79.98344094559687
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: 77.32783048164805
verified: no, type: cos_sim_spearman
value: 78.79729961288045
verified: no, type: euclidean_pearson
value: 78.72111945793154
verified: no, type: euclidean_spearman
value: 78.79729904606872
verified: no, type: manhattan_pearson
value: 78.72464311117116
verified: no, type: manhattan_spearman
value: 78.822591248334
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: 82.04318630630854
verified: no, type: cos_sim_spearman
value: 83.87886389259836
verified: no, type: euclidean_pearson
value: 83.40385877895086
verified: no, type: euclidean_spearman
value: 83.87886389259836
verified: no, type: manhattan_pearson
value: 83.46337128901547
verified: no, type: manhattan_spearman
value: 83.9723106941644
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: 63.003511169944595
verified: no, type: cos_sim_spearman
value: 64.39318805580227
verified: no, type: euclidean_pearson
value: 65.4797990735967
verified: no, type: euclidean_spearman
value: 64.39318805580227
verified: no, type: manhattan_pearson
value: 65.44604544280844
verified: no, type: manhattan_spearman
value: 64.38742899984233
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: 76.63101237585029
verified: no, type: cos_sim_spearman
value: 75.57446967644269
verified: no, type: euclidean_pearson
value: 76.93491768734478
verified: no, type: euclidean_spearman
value: 75.57446967644269
verified: no, type: manhattan_pearson
value: 76.92187567800636
verified: no, type: manhattan_spearman
value: 75.57239337194585
verified: no, task: type: Reranking
dataset: type: mteb/scidocs-reranking
name: MTEB SciDocsRR
config: default
split: test
revision: d3c5e1fc0b855ab6097bf1cda04dd73947d7caab
metrics: type: map
value: 78.5376604868993
verified: no, type: mrr
value: 92.94422897364073
verified: no, task: type: Retrieval
dataset: type: scifact
name: MTEB SciFact
config: default
split: test
revision: None
metrics: type: map_at_1
value: 38.872
verified: no, type: map_at_10
value: 50.417
verified: no, type: map_at_100
value: 51.202000000000005
verified: no, type: map_at_1000
value: 51.25999999999999
verified: no, type: map_at_3
value: 47.02
verified: no, type: map_at_5
value: 49.326
verified: no, type: mrr_at_1
value: 41
verified: no, type: mrr_at_10
value: 51.674
verified: no, type: mrr_at_100
value: 52.32599999999999
verified: no, type: mrr_at_1000
value: 52.376999999999995
verified: no, type: mrr_at_3
value: 48.778
verified: no, type: mrr_at_5
value: 50.744
verified: no, type: ndcg_at_1
value: 41
verified: no, type: ndcg_at_10
value: 56.027
verified: no, type: ndcg_at_100
value: 59.362
verified: no, type: ndcg_at_1000
value: 60.839
verified: no, type: ndcg_at_3
value: 50.019999999999996
verified: no, type: ndcg_at_5
value: 53.644999999999996
verified: no, type: precision_at_1
value: 41
verified: no, type: precision_at_10
value: 8.1
verified: no, type: precision_at_100
value: 0.987
verified: no, type: precision_at_1000
value: 0.11100000000000002
verified: no, type: precision_at_3
value: 20.444000000000003
verified: no, type: precision_at_5
value: 14.466999999999999
verified: no, type: recall_at_1
value: 38.872
verified: no, type: recall_at_10
value: 71.906
verified: no, type: recall_at_100
value: 86.367
verified: no, type: recall_at_1000
value: 98
verified: no, type: recall_at_3
value: 56.206
verified: no, type: recall_at_5
value: 65.05
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: 99.7039603960396
verified: no, type: cos_sim_ap
value: 90.40809844250262
verified: no, type: cos_sim_f1
value: 84.53181583031557
verified: no, type: cos_sim_precision
value: 87.56698821007502
verified: no, type: cos_sim_recall
value: 81.69999999999999
verified: no, type: dot_accuracy
value: 99.7039603960396
verified: no, type: dot_ap
value: 90.40809844250262
verified: no, type: dot_f1
value: 84.53181583031557
verified: no, type: dot_precision
value: 87.56698821007502
verified: no, type: dot_recall
value: 81.69999999999999
verified: no, type: euclidean_accuracy
value: 99.7039603960396
verified: no, type: euclidean_ap
value: 90.4080982863383
verified: no, type: euclidean_f1
value: 84.53181583031557
verified: no, type: euclidean_precision
value: 87.56698821007502
verified: no, type: euclidean_recall
value: 81.69999999999999
verified: no, type: manhattan_accuracy
value: 99.7
verified: no, type: manhattan_ap
value: 90.39771161966652
verified: no, type: manhattan_f1
value: 84.32989690721648
verified: no, type: manhattan_precision
value: 87.02127659574468
verified: no, type: manhattan_recall
value: 81.8
verified: no, type: max_accuracy
value: 99.7039603960396
verified: no, type: max_ap
value: 90.40809844250262
verified: no, type: max_f1
value: 84.53181583031557
verified: no, task: type: Clustering
dataset: type: mteb/stackexchange-clustering
name: MTEB StackExchangeClustering
config: default
split: test
revision: 6cbc1f7b2bc0622f2e39d2c77fa502909748c259
metrics: type: v_measure
value: 59.663210666678715
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: 32.107791216468776
verified: no, task: type: Reranking
dataset: type: mteb/stackoverflowdupquestions-reranking
name: MTEB StackOverflowDupQuestions
config: default
split: test
revision: e185fbe320c72810689fc5848eb6114e1ef5ec69
metrics: type: map
value: 46.440691925067604
verified: no, type: mrr
value: 47.03390257618199
verified: no, task: type: Summarization
dataset: type: mteb/summeval
name: MTEB SummEval
config: default
split: test
revision: cda12ad7615edc362dbf25a00fdd61d3b1eaf93c
metrics: type: cos_sim_pearson
value: 31.067177519784074
verified: no, type: cos_sim_spearman
value: 31.234728424648967
verified: no, type: dot_pearson
value: 31.06717083018107
verified: no, type: dot_spearman
value: 31.234728424648967
verified: no, task: type: Retrieval
dataset: type: trec-covid
name: MTEB TRECCOVID
config: default
split: test
revision: None
metrics: type: map_at_1
value: 0.136
verified: no, type: map_at_10
value: 0.767
verified: no, type: map_at_100
value: 3.3689999999999998
verified: no, type: map_at_1000
value: 8.613999999999999
verified: no, type: map_at_3
value: 0.369
verified: no, type: map_at_5
value: 0.514
verified: no, type: mrr_at_1
value: 48
verified: no, type: mrr_at_10
value: 63.908
verified: no, type: mrr_at_100
value: 64.615
verified: no, type: mrr_at_1000
value: 64.615
verified: no, type: mrr_at_3
value: 62
verified: no, type: mrr_at_5
value: 63.4
verified: no, type: ndcg_at_1
value: 44
verified: no, type: ndcg_at_10
value: 38.579
verified: no, type: ndcg_at_100
value: 26.409
verified: no, type: ndcg_at_1000
value: 26.858999999999998
verified: no, type: ndcg_at_3
value: 47.134
verified: no, type: ndcg_at_5
value: 43.287
verified: no, type: precision_at_1
value: 48
verified: no, type: precision_at_10
value: 40.400000000000006
verified: no, type: precision_at_100
value: 26.640000000000004
verified: no, type: precision_at_1000
value: 12.04
verified: no, type: precision_at_3
value: 52.666999999999994
verified: no, type: precision_at_5
value: 46.800000000000004
verified: no, type: recall_at_1
value: 0.136
verified: no, type: recall_at_10
value: 1.0070000000000001
verified: no, type: recall_at_100
value: 6.318
verified: no, type: recall_at_1000
value: 26.522000000000002
verified: no, type: recall_at_3
value: 0.41700000000000004
verified: no, type: recall_at_5
value: 0.606
verified: no, task: type: Retrieval
dataset: type: webis-touche2020
name: MTEB Touche2020
config: default
split: test
revision: None
metrics: type: map_at_1
value: 1.9949999999999999
verified: no, type: map_at_10
value: 8.304
verified: no, type: map_at_100
value: 13.644
verified: no, type: map_at_1000
value: 15.43
verified: no, type: map_at_3
value: 4.788
verified: no, type: map_at_5
value: 6.22
verified: no, type: mrr_at_1
value: 22.448999999999998
verified: no, type: mrr_at_10
value: 37.658
verified: no, type: mrr_at_100
value: 38.491
verified: no, type: mrr_at_1000
value: 38.503
verified: no, type: mrr_at_3
value: 32.312999999999995
verified: no, type: mrr_at_5
value: 35.68
verified: no, type: ndcg_at_1
value: 21.429000000000002
verified: no, type: ndcg_at_10
value: 18.995
verified: no, type: ndcg_at_100
value: 32.029999999999994
verified: no, type: ndcg_at_1000
value: 44.852
verified: no, type: ndcg_at_3
value: 19.464000000000002
verified: no, type: ndcg_at_5
value: 19.172
verified: no, type: precision_at_1
value: 22.448999999999998
verified: no, type: precision_at_10
value: 17.143
verified: no, type: precision_at_100
value: 6.877999999999999
verified: no, type: precision_at_1000
value: 1.524
verified: no, type: precision_at_3
value: 21.769
verified: no, type: precision_at_5
value: 20
verified: no, type: recall_at_1
value: 1.9949999999999999
verified: no, type: recall_at_10
value: 13.395999999999999
verified: no, type: recall_at_100
value: 44.348
verified: no, type: recall_at_1000
value: 82.622
verified: no, type: recall_at_3
value: 5.896
verified: no, type: recall_at_5
value: 8.554
verified: no, task: type: Classification
dataset: type: mteb/toxic_conversations_50k
name: MTEB ToxicConversationsClassification
config: default
split: test
revision: d7c0de2777da35d6aae2200a62c6e0e5af397c4c
metrics: type: accuracy
value: 67.9394
verified: no, type: ap
value: 12.943337263423334
verified: no, type: f1
value: 52.28243093094156
verified: no, task: type: Classification
dataset: type: mteb/tweet_sentiment_extraction
name: MTEB TweetSentimentExtractionClassification
config: default
split: test
revision: d604517c81ca91fe16a244d1248fc021f9ecee7a
metrics: type: accuracy
value: 56.414827391058296
verified: no, type: f1
value: 56.666412409573105
verified: no, task: type: Clustering
dataset: type: mteb/twentynewsgroups-clustering
name: MTEB TwentyNewsgroupsClustering
config: default
split: test
revision: 6125ec4e24fa026cec8a478383ee943acfbd5449
metrics: type: v_measure
value: 47.009746255495465
verified: no, task: type: PairClassification
dataset: type: mteb/twittersemeval2015-pairclassification
name: MTEB TwitterSemEval2015
config: default
split: test
revision: 70970daeab8776df92f5ea462b6173c0b46fd2d1
metrics: type: cos_sim_accuracy
value: 84.02574953805807
verified: no, type: cos_sim_ap
value: 67.66599910763128
verified: no, type: cos_sim_f1
value: 63.491277990844985
verified: no, type: cos_sim_precision
value: 59.77172140694154
verified: no, type: cos_sim_recall
value: 67.70448548812665
verified: no, type: dot_accuracy
value: 84.02574953805807
verified: no, type: dot_ap
value: 67.66600090945406
verified: no, type: dot_f1
value: 63.491277990844985
verified: no, type: dot_precision
value: 59.77172140694154
verified: no, type: dot_recall
value: 67.70448548812665
verified: no, type: euclidean_accuracy
value: 84.02574953805807
verified: no, type: euclidean_ap
value: 67.6659842364448
verified: no, type: euclidean_f1
value: 63.491277990844985
verified: no, type: euclidean_precision
value: 59.77172140694154
verified: no, type: euclidean_recall
value: 67.70448548812665
verified: no, type: manhattan_accuracy
value: 84.0317100792752
verified: no, type: manhattan_ap
value: 67.66351692448987
verified: no, type: manhattan_f1
value: 63.48610948306178
verified: no, type: manhattan_precision
value: 57.11875131828729
verified: no, type: manhattan_recall
value: 71.45118733509234
verified: no, type: max_accuracy
value: 84.0317100792752
verified: no, type: max_ap
value: 67.66600090945406
verified: no, type: max_f1
value: 63.491277990844985
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: 87.53832421314084
verified: no, type: cos_sim_ap
value: 83.11416594316626
verified: no, type: cos_sim_f1
value: 75.41118114347518
verified: no, type: cos_sim_precision
value: 73.12839059674504
verified: no, type: cos_sim_recall
value: 77.8410840776101
verified: no, type: dot_accuracy
value: 87.53832421314084
verified: no, type: dot_ap
value: 83.11416226342155
verified: no, type: dot_f1
value: 75.41118114347518
verified: no, type: dot_precision
value: 73.12839059674504
verified: no, type: dot_recall
value: 77.8410840776101
verified: no, type: euclidean_accuracy
value: 87.53832421314084
verified: no, type: euclidean_ap
value: 83.11416284455395
verified: no, type: euclidean_f1
value: 75.41118114347518
verified: no, type: euclidean_precision
value: 73.12839059674504
verified: no, type: euclidean_recall
value: 77.8410840776101
verified: no, type: manhattan_accuracy
value: 87.49369348391353
verified: no, type: manhattan_ap
value: 83.08066812574694
verified: no, type: manhattan_f1
value: 75.36561228603892
verified: no, type: manhattan_precision
value: 71.9202518363064
verified: no, type: manhattan_recall
value: 79.15768401601478
verified: no, type: max_accuracy
value: 87.53832421314084
verified: no, type: max_ap
value: 83.11416594316626
verified: no, type: max_f1
value: 75.41118114347518
verified: no
Likes: 11 | All-time downloads: 38041
Created: 2023-08-25 16:33:26