Model: lightbird-ai/nomic
Author: lightbird-ai
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, onnx, safetensors, nomic_bert, feature-extraction, sentence-similarity, mteb, transformers, transformers.js, custom_code, arxiv:2205.13147, arxiv:2402.01613, license:apache-2.0, model-index, text-embeddings-inference, endpoints_compatible, region:us
Card metadata: library_name: sentence-transformers
pipeline_tag: sentence-similarity
tags: feature-extraction, sentence-similarity, mteb, transformers, transformers.js
model-index: name: epoch_0_model
results: task: type: Classification
dataset: type: mteb/amazon_counterfactual
name: MTEB AmazonCounterfactualClassification (en)
config: en
split: test
revision: e8379541af4e31359cca9fbcf4b00f2671dba205
metrics: type: accuracy
value: 75.20895522388058
verified: no, type: ap
value: 38.57605549557802
verified: no, type: f1
value: 69.35586565857854
verified: no, task: type: Classification
dataset: type: mteb/amazon_polarity
name: MTEB AmazonPolarityClassification
config: default
split: test
revision: e2d317d38cd51312af73b3d32a06d1a08b442046
metrics: type: accuracy
value: 91.8144
verified: no, type: ap
value: 88.65222882032363
verified: no, type: f1
value: 91.80426301643274
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: 47.162000000000006
verified: no, type: f1
value: 46.59329642263158
verified: no, task: type: Retrieval
dataset: type: arguana
name: MTEB ArguAna
config: default
split: test
revision: None
metrics: type: map_at_1
value: 24.253
verified: no, type: map_at_10
value: 38.962
verified: no, type: map_at_100
value: 40.081
verified: no, type: map_at_1000
value: 40.089000000000006
verified: no, type: map_at_3
value: 33.499
verified: no, type: map_at_5
value: 36.351
verified: no, type: mrr_at_1
value: 24.609
verified: no, type: mrr_at_10
value: 39.099000000000004
verified: no, type: mrr_at_100
value: 40.211000000000006
verified: no, type: mrr_at_1000
value: 40.219
verified: no, type: mrr_at_3
value: 33.677
verified: no, type: mrr_at_5
value: 36.469
verified: no, type: ndcg_at_1
value: 24.253
verified: no, type: ndcg_at_10
value: 48.010999999999996
verified: no, type: ndcg_at_100
value: 52.756
verified: no, type: ndcg_at_1000
value: 52.964999999999996
verified: no, type: ndcg_at_3
value: 36.564
verified: no, type: ndcg_at_5
value: 41.711999999999996
verified: no, type: precision_at_1
value: 24.253
verified: no, type: precision_at_10
value: 7.738
verified: no, type: precision_at_100
value: 0.98
verified: no, type: precision_at_1000
value: 0.1
verified: no, type: precision_at_3
value: 15.149000000000001
verified: no, type: precision_at_5
value: 11.593
verified: no, type: recall_at_1
value: 24.253
verified: no, type: recall_at_10
value: 77.383
verified: no, type: recall_at_100
value: 98.009
verified: no, type: recall_at_1000
value: 99.644
verified: no, type: recall_at_3
value: 45.448
verified: no, type: recall_at_5
value: 57.965999999999994
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: 45.69069567851087
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: 36.35185490976283
verified: no, task: type: Reranking
dataset: type: mteb/askubuntudupquestions-reranking
name: MTEB AskUbuntuDupQuestions
config: default
split: test
revision: 2000358ca161889fa9c082cb41daa8dcfb161a54
metrics: type: map
value: 61.71274951450321
verified: no, type: mrr
value: 76.06032625423207
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: 86.73980520022269
verified: no, type: cos_sim_spearman
value: 84.24649792685918
verified: no, type: euclidean_pearson
value: 85.85197641158186
verified: no, type: euclidean_spearman
value: 84.24649792685918
verified: no, type: manhattan_pearson
value: 86.26809552711346
verified: no, type: manhattan_spearman
value: 84.56397504030865
verified: no, task: type: Classification
dataset: type: mteb/banking77
name: MTEB Banking77Classification
config: default
split: test
revision: 0fd18e25b25c072e09e0d92ab615fda904d66300
metrics: type: accuracy
value: 84.25324675324674
verified: no, type: f1
value: 84.17872280892557
verified: no, task: type: Clustering
dataset: type: mteb/biorxiv-clustering-p2p
name: MTEB BiorxivClusteringP2P
config: default
split: test
revision: 65b79d1d13f80053f67aca9498d9402c2d9f1f40
metrics: type: v_measure
value: 38.770253446400886
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: 32.94307095497281
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackAndroidRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 32.164
verified: no, type: map_at_10
value: 42.641
verified: no, type: map_at_100
value: 43.947
verified: no, type: map_at_1000
value: 44.074999999999996
verified: no, type: map_at_3
value: 39.592
verified: no, type: map_at_5
value: 41.204
verified: no, type: mrr_at_1
value: 39.628
verified: no, type: mrr_at_10
value: 48.625
verified: no, type: mrr_at_100
value: 49.368
verified: no, type: mrr_at_1000
value: 49.413000000000004
verified: no, type: mrr_at_3
value: 46.400000000000006
verified: no, type: mrr_at_5
value: 47.68
verified: no, type: ndcg_at_1
value: 39.628
verified: no, type: ndcg_at_10
value: 48.564
verified: no, type: ndcg_at_100
value: 53.507000000000005
verified: no, type: ndcg_at_1000
value: 55.635999999999996
verified: no, type: ndcg_at_3
value: 44.471
verified: no, type: ndcg_at_5
value: 46.137
verified: no, type: precision_at_1
value: 39.628
verified: no, type: precision_at_10
value: 8.856
verified: no, type: precision_at_100
value: 1.429
verified: no, type: precision_at_1000
value: 0.191
verified: no, type: precision_at_3
value: 21.268
verified: no, type: precision_at_5
value: 14.649000000000001
verified: no, type: recall_at_1
value: 32.164
verified: no, type: recall_at_10
value: 59.609
verified: no, type: recall_at_100
value: 80.521
verified: no, type: recall_at_1000
value: 94.245
verified: no, type: recall_at_3
value: 46.521
verified: no, type: recall_at_5
value: 52.083999999999996
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackEnglishRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 31.526
verified: no, type: map_at_10
value: 41.581
verified: no, type: map_at_100
value: 42.815999999999995
verified: no, type: map_at_1000
value: 42.936
verified: no, type: map_at_3
value: 38.605000000000004
verified: no, type: map_at_5
value: 40.351
verified: no, type: mrr_at_1
value: 39.489999999999995
verified: no, type: mrr_at_10
value: 47.829
verified: no, type: mrr_at_100
value: 48.512
verified: no, type: mrr_at_1000
value: 48.552
verified: no, type: mrr_at_3
value: 45.754
verified: no, type: mrr_at_5
value: 46.986
verified: no, type: ndcg_at_1
value: 39.489999999999995
verified: no, type: ndcg_at_10
value: 47.269
verified: no, type: ndcg_at_100
value: 51.564
verified: no, type: ndcg_at_1000
value: 53.53099999999999
verified: no, type: ndcg_at_3
value: 43.301
verified: no, type: ndcg_at_5
value: 45.239000000000004
verified: no, type: precision_at_1
value: 39.489999999999995
verified: no, type: precision_at_10
value: 8.93
verified: no, type: precision_at_100
value: 1.415
verified: no, type: precision_at_1000
value: 0.188
verified: no, type: precision_at_3
value: 20.892
verified: no, type: precision_at_5
value: 14.865999999999998
verified: no, type: recall_at_1
value: 31.526
verified: no, type: recall_at_10
value: 56.76
verified: no, type: recall_at_100
value: 75.029
verified: no, type: recall_at_1000
value: 87.491
verified: no, type: recall_at_3
value: 44.786
verified: no, type: recall_at_5
value: 50.254
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackGamingRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 40.987
verified: no, type: map_at_10
value: 52.827
verified: no, type: map_at_100
value: 53.751000000000005
verified: no, type: map_at_1000
value: 53.81
verified: no, type: map_at_3
value: 49.844
verified: no, type: map_at_5
value: 51.473
verified: no, type: mrr_at_1
value: 46.833999999999996
verified: no, type: mrr_at_10
value: 56.389
verified: no, type: mrr_at_100
value: 57.003
verified: no, type: mrr_at_1000
value: 57.034
verified: no, type: mrr_at_3
value: 54.17999999999999
verified: no, type: mrr_at_5
value: 55.486999999999995
verified: no, type: ndcg_at_1
value: 46.833999999999996
verified: no, type: ndcg_at_10
value: 58.372
verified: no, type: ndcg_at_100
value: 62.068
verified: no, type: ndcg_at_1000
value: 63.288
verified: no, type: ndcg_at_3
value: 53.400000000000006
verified: no, type: ndcg_at_5
value: 55.766000000000005
verified: no, type: precision_at_1
value: 46.833999999999996
verified: no, type: precision_at_10
value: 9.191
verified: no, type: precision_at_100
value: 1.192
verified: no, type: precision_at_1000
value: 0.134
verified: no, type: precision_at_3
value: 23.448
verified: no, type: precision_at_5
value: 15.862000000000002
verified: no, type: recall_at_1
value: 40.987
verified: no, type: recall_at_10
value: 71.146
verified: no, type: recall_at_100
value: 87.035
verified: no, type: recall_at_1000
value: 95.633
verified: no, type: recall_at_3
value: 58.025999999999996
verified: no, type: recall_at_5
value: 63.815999999999995
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackGisRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 24.587
verified: no, type: map_at_10
value: 33.114
verified: no, type: map_at_100
value: 34.043
verified: no, type: map_at_1000
value: 34.123999999999995
verified: no, type: map_at_3
value: 30.45
verified: no, type: map_at_5
value: 31.813999999999997
verified: no, type: mrr_at_1
value: 26.554
verified: no, type: mrr_at_10
value: 35.148
verified: no, type: mrr_at_100
value: 35.926
verified: no, type: mrr_at_1000
value: 35.991
verified: no, type: mrr_at_3
value: 32.599000000000004
verified: no, type: mrr_at_5
value: 33.893
verified: no, type: ndcg_at_1
value: 26.554
verified: no, type: ndcg_at_10
value: 38.132
verified: no, type: ndcg_at_100
value: 42.78
verified: no, type: ndcg_at_1000
value: 44.919
verified: no, type: ndcg_at_3
value: 32.833
verified: no, type: ndcg_at_5
value: 35.168
verified: no, type: precision_at_1
value: 26.554
verified: no, type: precision_at_10
value: 5.921
verified: no, type: precision_at_100
value: 0.8659999999999999
verified: no, type: precision_at_1000
value: 0.109
verified: no, type: precision_at_3
value: 13.861
verified: no, type: precision_at_5
value: 9.605
verified: no, type: recall_at_1
value: 24.587
verified: no, type: recall_at_10
value: 51.690000000000005
verified: no, type: recall_at_100
value: 73.428
verified: no, type: recall_at_1000
value: 89.551
verified: no, type: recall_at_3
value: 37.336999999999996
verified: no, type: recall_at_5
value: 43.047000000000004
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackMathematicaRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 16.715
verified: no, type: map_at_10
value: 24.251
verified: no, type: map_at_100
value: 25.326999999999998
verified: no, type: map_at_1000
value: 25.455
verified: no, type: map_at_3
value: 21.912000000000003
verified: no, type: map_at_5
value: 23.257
verified: no, type: mrr_at_1
value: 20.274
verified: no, type: mrr_at_10
value: 28.552
verified: no, type: mrr_at_100
value: 29.42
verified: no, type: mrr_at_1000
value: 29.497
verified: no, type: mrr_at_3
value: 26.14
verified: no, type: mrr_at_5
value: 27.502
verified: no, type: ndcg_at_1
value: 20.274
verified: no, type: ndcg_at_10
value: 29.088
verified: no, type: ndcg_at_100
value: 34.293
verified: no, type: ndcg_at_1000
value: 37.271
verified: no, type: ndcg_at_3
value: 24.708
verified: no, type: ndcg_at_5
value: 26.809
verified: no, type: precision_at_1
value: 20.274
verified: no, type: precision_at_10
value: 5.361
verified: no, type: precision_at_100
value: 0.915
verified: no, type: precision_at_1000
value: 0.13
verified: no, type: precision_at_3
value: 11.733
verified: no, type: precision_at_5
value: 8.556999999999999
verified: no, type: recall_at_1
value: 16.715
verified: no, type: recall_at_10
value: 39.587
verified: no, type: recall_at_100
value: 62.336000000000006
verified: no, type: recall_at_1000
value: 83.453
verified: no, type: recall_at_3
value: 27.839999999999996
verified: no, type: recall_at_5
value: 32.952999999999996
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackPhysicsRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 28.793000000000003
verified: no, type: map_at_10
value: 38.582
verified: no, type: map_at_100
value: 39.881
verified: no, type: map_at_1000
value: 39.987
verified: no, type: map_at_3
value: 35.851
verified: no, type: map_at_5
value: 37.289
verified: no, type: mrr_at_1
value: 34.455999999999996
verified: no, type: mrr_at_10
value: 43.909
verified: no, type: mrr_at_100
value: 44.74
verified: no, type: mrr_at_1000
value: 44.786
verified: no, type: mrr_at_3
value: 41.659
verified: no, type: mrr_at_5
value: 43.010999999999996
verified: no, type: ndcg_at_1
value: 34.455999999999996
verified: no, type: ndcg_at_10
value: 44.266
verified: no, type: ndcg_at_100
value: 49.639
verified: no, type: ndcg_at_1000
value: 51.644
verified: no, type: ndcg_at_3
value: 39.865
verified: no, type: ndcg_at_5
value: 41.887
verified: no, type: precision_at_1
value: 34.455999999999996
verified: no, type: precision_at_10
value: 7.843999999999999
verified: no, type: precision_at_100
value: 1.243
verified: no, type: precision_at_1000
value: 0.158
verified: no, type: precision_at_3
value: 18.831999999999997
verified: no, type: precision_at_5
value: 13.147
verified: no, type: recall_at_1
value: 28.793000000000003
verified: no, type: recall_at_10
value: 55.68300000000001
verified: no, type: recall_at_100
value: 77.99000000000001
verified: no, type: recall_at_1000
value: 91.183
verified: no, type: recall_at_3
value: 43.293
verified: no, type: recall_at_5
value: 48.618
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackProgrammersRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 25.907000000000004
verified: no, type: map_at_10
value: 35.519
verified: no, type: map_at_100
value: 36.806
verified: no, type: map_at_1000
value: 36.912
verified: no, type: map_at_3
value: 32.748
verified: no, type: map_at_5
value: 34.232
verified: no, type: mrr_at_1
value: 31.621
verified: no, type: mrr_at_10
value: 40.687
verified: no, type: mrr_at_100
value: 41.583
verified: no, type: mrr_at_1000
value: 41.638999999999996
verified: no, type: mrr_at_3
value: 38.527
verified: no, type: mrr_at_5
value: 39.612
verified: no, type: ndcg_at_1
value: 31.621
verified: no, type: ndcg_at_10
value: 41.003
verified: no, type: ndcg_at_100
value: 46.617999999999995
verified: no, type: ndcg_at_1000
value: 48.82
verified: no, type: ndcg_at_3
value: 36.542
verified: no, type: ndcg_at_5
value: 38.368
verified: no, type: precision_at_1
value: 31.621
verified: no, type: precision_at_10
value: 7.396999999999999
verified: no, type: precision_at_100
value: 1.191
verified: no, type: precision_at_1000
value: 0.153
verified: no, type: precision_at_3
value: 17.39
verified: no, type: precision_at_5
value: 12.1
verified: no, type: recall_at_1
value: 25.907000000000004
verified: no, type: recall_at_10
value: 52.115
verified: no, type: recall_at_100
value: 76.238
verified: no, type: recall_at_1000
value: 91.218
verified: no, type: recall_at_3
value: 39.417
verified: no, type: recall_at_5
value: 44.435
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 25.732166666666668
verified: no, type: map_at_10
value: 34.51616666666667
verified: no, type: map_at_100
value: 35.67241666666666
verified: no, type: map_at_1000
value: 35.78675
verified: no, type: map_at_3
value: 31.953416666666662
verified: no, type: map_at_5
value: 33.333
verified: no, type: mrr_at_1
value: 30.300166666666673
verified: no, type: mrr_at_10
value: 38.6255
verified: no, type: mrr_at_100
value: 39.46183333333334
verified: no, type: mrr_at_1000
value: 39.519999999999996
verified: no, type: mrr_at_3
value: 36.41299999999999
verified: no, type: mrr_at_5
value: 37.6365
verified: no, type: ndcg_at_1
value: 30.300166666666673
verified: no, type: ndcg_at_10
value: 39.61466666666667
verified: no, type: ndcg_at_100
value: 44.60808333333334
verified: no, type: ndcg_at_1000
value: 46.91708333333334
verified: no, type: ndcg_at_3
value: 35.26558333333333
verified: no, type: ndcg_at_5
value: 37.220000000000006
verified: no, type: precision_at_1
value: 30.300166666666673
verified: no, type: precision_at_10
value: 6.837416666666667
verified: no, type: precision_at_100
value: 1.10425
verified: no, type: precision_at_1000
value: 0.14875
verified: no, type: precision_at_3
value: 16.13716666666667
verified: no, type: precision_at_5
value: 11.2815
verified: no, type: recall_at_1
value: 25.732166666666668
verified: no, type: recall_at_10
value: 50.578916666666665
verified: no, type: recall_at_100
value: 72.42183333333334
verified: no, type: recall_at_1000
value: 88.48766666666667
verified: no, type: recall_at_3
value: 38.41325
verified: no, type: recall_at_5
value: 43.515750000000004
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackStatsRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 23.951
verified: no, type: map_at_10
value: 30.974
verified: no, type: map_at_100
value: 31.804
verified: no, type: map_at_1000
value: 31.900000000000002
verified: no, type: map_at_3
value: 28.762
verified: no, type: map_at_5
value: 29.94
verified: no, type: mrr_at_1
value: 26.534000000000002
verified: no, type: mrr_at_10
value: 33.553
verified: no, type: mrr_at_100
value: 34.297
verified: no, type: mrr_at_1000
value: 34.36
verified: no, type: mrr_at_3
value: 31.391000000000002
verified: no, type: mrr_at_5
value: 32.525999999999996
verified: no, type: ndcg_at_1
value: 26.534000000000002
verified: no, type: ndcg_at_10
value: 35.112
verified: no, type: ndcg_at_100
value: 39.28
verified: no, type: ndcg_at_1000
value: 41.723
verified: no, type: ndcg_at_3
value: 30.902
verified: no, type: ndcg_at_5
value: 32.759
verified: no, type: precision_at_1
value: 26.534000000000002
verified: no, type: precision_at_10
value: 5.445
verified: no, type: precision_at_100
value: 0.819
verified: no, type: precision_at_1000
value: 0.11
verified: no, type: precision_at_3
value: 12.986
verified: no, type: precision_at_5
value: 9.049
verified: no, type: recall_at_1
value: 23.951
verified: no, type: recall_at_10
value: 45.24
verified: no, type: recall_at_100
value: 64.12299999999999
verified: no, type: recall_at_1000
value: 82.28999999999999
verified: no, type: recall_at_3
value: 33.806000000000004
verified: no, type: recall_at_5
value: 38.277
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackTexRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 16.829
verified: no, type: map_at_10
value: 23.684
verified: no, type: map_at_100
value: 24.683
verified: no, type: map_at_1000
value: 24.81
verified: no, type: map_at_3
value: 21.554000000000002
verified: no, type: map_at_5
value: 22.768
verified: no, type: mrr_at_1
value: 20.096
verified: no, type: mrr_at_10
value: 27.230999999999998
verified: no, type: mrr_at_100
value: 28.083999999999996
verified: no, type: mrr_at_1000
value: 28.166000000000004
verified: no, type: mrr_at_3
value: 25.212
verified: no, type: mrr_at_5
value: 26.32
verified: no, type: ndcg_at_1
value: 20.096
verified: no, type: ndcg_at_10
value: 27.989000000000004
verified: no, type: ndcg_at_100
value: 32.847
verified: no, type: ndcg_at_1000
value: 35.896
verified: no, type: ndcg_at_3
value: 24.116
verified: no, type: ndcg_at_5
value: 25.964
verified: no, type: precision_at_1
value: 20.096
verified: no, type: precision_at_10
value: 5
verified: no, type: precision_at_100
value: 0.8750000000000001
verified: no, type: precision_at_1000
value: 0.131
verified: no, type: precision_at_3
value: 11.207
verified: no, type: precision_at_5
value: 8.08
verified: no, type: recall_at_1
value: 16.829
verified: no, type: recall_at_10
value: 37.407000000000004
verified: no, type: recall_at_100
value: 59.101000000000006
verified: no, type: recall_at_1000
value: 81.024
verified: no, type: recall_at_3
value: 26.739
verified: no, type: recall_at_5
value: 31.524
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackUnixRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 24.138
verified: no, type: map_at_10
value: 32.275999999999996
verified: no, type: map_at_100
value: 33.416000000000004
verified: no, type: map_at_1000
value: 33.527
verified: no, type: map_at_3
value: 29.854000000000003
verified: no, type: map_at_5
value: 31.096
verified: no, type: mrr_at_1
value: 28.450999999999997
verified: no, type: mrr_at_10
value: 36.214
verified: no, type: mrr_at_100
value: 37.134
verified: no, type: mrr_at_1000
value: 37.198
verified: no, type: mrr_at_3
value: 34.001999999999995
verified: no, type: mrr_at_5
value: 35.187000000000005
verified: no, type: ndcg_at_1
value: 28.450999999999997
verified: no, type: ndcg_at_10
value: 37.166
verified: no, type: ndcg_at_100
value: 42.454
verified: no, type: ndcg_at_1000
value: 44.976
verified: no, type: ndcg_at_3
value: 32.796
verified: no, type: ndcg_at_5
value: 34.631
verified: no, type: precision_at_1
value: 28.450999999999997
verified: no, type: precision_at_10
value: 6.241
verified: no, type: precision_at_100
value: 0.9950000000000001
verified: no, type: precision_at_1000
value: 0.133
verified: no, type: precision_at_3
value: 14.801
verified: no, type: precision_at_5
value: 10.280000000000001
verified: no, type: recall_at_1
value: 24.138
verified: no, type: recall_at_10
value: 48.111
verified: no, type: recall_at_100
value: 71.245
verified: no, type: recall_at_1000
value: 88.986
verified: no, type: recall_at_3
value: 36.119
verified: no, type: recall_at_5
value: 40.846
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackWebmastersRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 23.244
verified: no, type: map_at_10
value: 31.227
verified: no, type: map_at_100
value: 33.007
verified: no, type: map_at_1000
value: 33.223
verified: no, type: map_at_3
value: 28.924
verified: no, type: map_at_5
value: 30.017
verified: no, type: mrr_at_1
value: 27.668
verified: no, type: mrr_at_10
value: 35.524
verified: no, type: mrr_at_100
value: 36.699
verified: no, type: mrr_at_1000
value: 36.759
verified: no, type: mrr_at_3
value: 33.366
verified: no, type: mrr_at_5
value: 34.552
verified: no, type: ndcg_at_1
value: 27.668
verified: no, type: ndcg_at_10
value: 36.381
verified: no, type: ndcg_at_100
value: 43.062
verified: no, type: ndcg_at_1000
value: 45.656
verified: no, type: ndcg_at_3
value: 32.501999999999995
verified: no, type: ndcg_at_5
value: 34.105999999999995
verified: no, type: precision_at_1
value: 27.668
verified: no, type: precision_at_10
value: 6.798
verified: no, type: precision_at_100
value: 1.492
verified: no, type: precision_at_1000
value: 0.234
verified: no, type: precision_at_3
value: 15.152
verified: no, type: precision_at_5
value: 10.791
verified: no, type: recall_at_1
value: 23.244
verified: no, type: recall_at_10
value: 45.979
verified: no, type: recall_at_100
value: 74.822
verified: no, type: recall_at_1000
value: 91.078
verified: no, type: recall_at_3
value: 34.925
verified: no, type: recall_at_5
value: 39.126
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackWordpressRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 19.945
verified: no, type: map_at_10
value: 27.517999999999997
verified: no, type: map_at_100
value: 28.588
verified: no, type: map_at_1000
value: 28.682000000000002
verified: no, type: map_at_3
value: 25.345000000000002
verified: no, type: map_at_5
value: 26.555
verified: no, type: mrr_at_1
value: 21.996
verified: no, type: mrr_at_10
value: 29.845
verified: no, type: mrr_at_100
value: 30.775999999999996
verified: no, type: mrr_at_1000
value: 30.845
verified: no, type: mrr_at_3
value: 27.726
verified: no, type: mrr_at_5
value: 28.882
verified: no, type: ndcg_at_1
value: 21.996
verified: no, type: ndcg_at_10
value: 32.034
verified: no, type: ndcg_at_100
value: 37.185
verified: no, type: ndcg_at_1000
value: 39.645
verified: no, type: ndcg_at_3
value: 27.750999999999998
verified: no, type: ndcg_at_5
value: 29.805999999999997
verified: no, type: precision_at_1
value: 21.996
verified: no, type: precision_at_10
value: 5.065
verified: no, type: precision_at_100
value: 0.819
verified: no, type: precision_at_1000
value: 0.11399999999999999
verified: no, type: precision_at_3
value: 12.076
verified: no, type: precision_at_5
value: 8.392
verified: no, type: recall_at_1
value: 19.945
verified: no, type: recall_at_10
value: 43.62
verified: no, type: recall_at_100
value: 67.194
verified: no, type: recall_at_1000
value: 85.7
verified: no, type: recall_at_3
value: 32.15
verified: no, type: recall_at_5
value: 37.208999999999996
verified: no, task: type: Retrieval
dataset: type: climate-fever
name: MTEB ClimateFEVER
config: default
split: test
revision: None
metrics: type: map_at_1
value: 18.279
verified: no, type: map_at_10
value: 31.052999999999997
verified: no, type: map_at_100
value: 33.125
verified: no, type: map_at_1000
value: 33.306000000000004
verified: no, type: map_at_3
value: 26.208
verified: no, type: map_at_5
value: 28.857
verified: no, type: mrr_at_1
value: 42.671
verified: no, type: mrr_at_10
value: 54.557
verified: no, type: mrr_at_100
value: 55.142
verified: no, type: mrr_at_1000
value: 55.169000000000004
verified: no, type: mrr_at_3
value: 51.488
verified: no, type: mrr_at_5
value: 53.439
verified: no, type: ndcg_at_1
value: 42.671
verified: no, type: ndcg_at_10
value: 41.276
verified: no, type: ndcg_at_100
value: 48.376000000000005
verified: no, type: ndcg_at_1000
value: 51.318
verified: no, type: ndcg_at_3
value: 35.068
verified: no, type: ndcg_at_5
value: 37.242
verified: no, type: precision_at_1
value: 42.671
verified: no, type: precision_at_10
value: 12.638
verified: no, type: precision_at_100
value: 2.045
verified: no, type: precision_at_1000
value: 0.26
verified: no, type: precision_at_3
value: 26.08
verified: no, type: precision_at_5
value: 19.805
verified: no, type: recall_at_1
value: 18.279
verified: no, type: recall_at_10
value: 46.946
verified: no, type: recall_at_100
value: 70.97200000000001
verified: no, type: recall_at_1000
value: 87.107
verified: no, type: recall_at_3
value: 31.147999999999996
verified: no, type: recall_at_5
value: 38.099
verified: no, task: type: Retrieval
dataset: type: dbpedia-entity
name: MTEB DBPedia
config: default
split: test
revision: None
metrics: type: map_at_1
value: 8.573
verified: no, type: map_at_10
value: 19.747
verified: no, type: map_at_100
value: 28.205000000000002
verified: no, type: map_at_1000
value: 29.831000000000003
verified: no, type: map_at_3
value: 14.109
verified: no, type: map_at_5
value: 16.448999999999998
verified: no, type: mrr_at_1
value: 71
verified: no, type: mrr_at_10
value: 77.68599999999999
verified: no, type: mrr_at_100
value: 77.995
verified: no, type: mrr_at_1000
value: 78.00200000000001
verified: no, type: mrr_at_3
value: 76.292
verified: no, type: mrr_at_5
value: 77.029
verified: no, type: ndcg_at_1
value: 59.12500000000001
verified: no, type: ndcg_at_10
value: 43.9
verified: no, type: ndcg_at_100
value: 47.863
verified: no, type: ndcg_at_1000
value: 54.848
verified: no, type: ndcg_at_3
value: 49.803999999999995
verified: no, type: ndcg_at_5
value: 46.317
verified: no, type: precision_at_1
value: 71
verified: no, type: precision_at_10
value: 34.4
verified: no, type: precision_at_100
value: 11.063
verified: no, type: precision_at_1000
value: 1.989
verified: no, type: precision_at_3
value: 52.333
verified: no, type: precision_at_5
value: 43.7
verified: no, type: recall_at_1
value: 8.573
verified: no, type: recall_at_10
value: 25.615
verified: no, type: recall_at_100
value: 53.385000000000005
verified: no, type: recall_at_1000
value: 75.46000000000001
verified: no, type: recall_at_3
value: 15.429
verified: no, type: recall_at_5
value: 19.357
verified: no, task: type: Classification
dataset: type: mteb/emotion
name: MTEB EmotionClassification
config: default
split: test
revision: 4f58c6b202a23cf9a4da393831edf4f9183cad37
metrics: type: accuracy
value: 47.989999999999995
verified: no, type: f1
value: 42.776314451497555
verified: no, task: type: Retrieval
dataset: type: fever
name: MTEB FEVER
config: default
split: test
revision: None
metrics: type: map_at_1
value: 74.13499999999999
verified: no, type: map_at_10
value: 82.825
verified: no, type: map_at_100
value: 83.096
verified: no, type: map_at_1000
value: 83.111
verified: no, type: map_at_3
value: 81.748
verified: no, type: map_at_5
value: 82.446
verified: no, type: mrr_at_1
value: 79.553
verified: no, type: mrr_at_10
value: 86.654
verified: no, type: mrr_at_100
value: 86.774
verified: no, type: mrr_at_1000
value: 86.778
verified: no, type: mrr_at_3
value: 85.981
verified: no, type: mrr_at_5
value: 86.462
verified: no, type: ndcg_at_1
value: 79.553
verified: no, type: ndcg_at_10
value: 86.345
verified: no, type: ndcg_at_100
value: 87.32
verified: no, type: ndcg_at_1000
value: 87.58200000000001
verified: no, type: ndcg_at_3
value: 84.719
verified: no, type: ndcg_at_5
value: 85.677
verified: no, type: precision_at_1
value: 79.553
verified: no, type: precision_at_10
value: 10.402000000000001
verified: no, type: precision_at_100
value: 1.1119999999999999
verified: no, type: precision_at_1000
value: 0.11499999999999999
verified: no, type: precision_at_3
value: 32.413
verified: no, type: precision_at_5
value: 20.138
verified: no, type: recall_at_1
value: 74.13499999999999
verified: no, type: recall_at_10
value: 93.215
verified: no, type: recall_at_100
value: 97.083
verified: no, type: recall_at_1000
value: 98.732
verified: no, type: recall_at_3
value: 88.79
verified: no, type: recall_at_5
value: 91.259
verified: no, task: type: Retrieval
dataset: type: fiqa
name: MTEB FiQA2018
config: default
split: test
revision: None
metrics: type: map_at_1
value: 18.298000000000002
verified: no, type: map_at_10
value: 29.901
verified: no, type: map_at_100
value: 31.528
verified: no, type: map_at_1000
value: 31.713
verified: no, type: map_at_3
value: 25.740000000000002
verified: no, type: map_at_5
value: 28.227999999999998
verified: no, type: mrr_at_1
value: 36.728
verified: no, type: mrr_at_10
value: 45.401
verified: no, type: mrr_at_100
value: 46.27
verified: no, type: mrr_at_1000
value: 46.315
verified: no, type: mrr_at_3
value: 42.978
verified: no, type: mrr_at_5
value: 44.29
verified: no, type: ndcg_at_1
value: 36.728
verified: no, type: ndcg_at_10
value: 37.456
verified: no, type: ndcg_at_100
value: 43.832
verified: no, type: ndcg_at_1000
value: 47
verified: no, type: ndcg_at_3
value: 33.694
verified: no, type: ndcg_at_5
value: 35.085
verified: no, type: precision_at_1
value: 36.728
verified: no, type: precision_at_10
value: 10.386
verified: no, type: precision_at_100
value: 1.701
verified: no, type: precision_at_1000
value: 0.22599999999999998
verified: no, type: precision_at_3
value: 22.479
verified: no, type: precision_at_5
value: 16.605
verified: no, type: recall_at_1
value: 18.298000000000002
verified: no, type: recall_at_10
value: 44.369
verified: no, type: recall_at_100
value: 68.098
verified: no, type: recall_at_1000
value: 87.21900000000001
verified: no, type: recall_at_3
value: 30.215999999999998
verified: no, type: recall_at_5
value: 36.861
verified: no, task: type: Retrieval
dataset: type: hotpotqa
name: MTEB HotpotQA
config: default
split: test
revision: None
metrics: type: map_at_1
value: 39.568
verified: no, type: map_at_10
value: 65.061
verified: no, type: map_at_100
value: 65.896
verified: no, type: map_at_1000
value: 65.95100000000001
verified: no, type: map_at_3
value: 61.831
verified: no, type: map_at_5
value: 63.849000000000004
verified: no, type: mrr_at_1
value: 79.136
verified: no, type: mrr_at_10
value: 84.58200000000001
verified: no, type: mrr_at_100
value: 84.765
verified: no, type: mrr_at_1000
value: 84.772
verified: no, type: mrr_at_3
value: 83.684
verified: no, type: mrr_at_5
value: 84.223
verified: no, type: ndcg_at_1
value: 79.136
verified: no, type: ndcg_at_10
value: 72.622
verified: no, type: ndcg_at_100
value: 75.539
verified: no, type: ndcg_at_1000
value: 76.613
verified: no, type: ndcg_at_3
value: 68.065
verified: no, type: ndcg_at_5
value: 70.58
verified: no, type: precision_at_1
value: 79.136
verified: no, type: precision_at_10
value: 15.215
verified: no, type: precision_at_100
value: 1.7500000000000002
verified: no, type: precision_at_1000
value: 0.189
verified: no, type: precision_at_3
value: 44.011
verified: no, type: precision_at_5
value: 28.388999999999996
verified: no, type: recall_at_1
value: 39.568
verified: no, type: recall_at_10
value: 76.077
verified: no, type: recall_at_100
value: 87.481
verified: no, type: recall_at_1000
value: 94.56400000000001
verified: no, type: recall_at_3
value: 66.01599999999999
verified: no, type: recall_at_5
value: 70.97200000000001
verified: no, task: type: Classification
dataset: type: mteb/imdb
name: MTEB ImdbClassification
config: default
split: test
revision: 3d86128a09e091d6018b6d26cad27f2739fc2db7
metrics: type: accuracy
value: 85.312
verified: no, type: ap
value: 80.36296867333715
verified: no, type: f1
value: 85.26613311552218
verified: no, task: type: Retrieval
dataset: type: msmarco
name: MTEB MSMARCO
config: default
split: dev
revision: None
metrics: type: map_at_1
value: 23.363999999999997
verified: no, type: map_at_10
value: 35.711999999999996
verified: no, type: map_at_100
value: 36.876999999999995
verified: no, type: map_at_1000
value: 36.923
verified: no, type: map_at_3
value: 32.034
verified: no, type: map_at_5
value: 34.159
verified: no, type: mrr_at_1
value: 24.04
verified: no, type: mrr_at_10
value: 36.345
verified: no, type: mrr_at_100
value: 37.441
verified: no, type: mrr_at_1000
value: 37.480000000000004
verified: no, type: mrr_at_3
value: 32.713
verified: no, type: mrr_at_5
value: 34.824
verified: no, type: ndcg_at_1
value: 24.026
verified: no, type: ndcg_at_10
value: 42.531
verified: no, type: ndcg_at_100
value: 48.081
verified: no, type: ndcg_at_1000
value: 49.213
verified: no, type: ndcg_at_3
value: 35.044
verified: no, type: ndcg_at_5
value: 38.834
verified: no, type: precision_at_1
value: 24.026
verified: no, type: precision_at_10
value: 6.622999999999999
verified: no, type: precision_at_100
value: 0.941
verified: no, type: precision_at_1000
value: 0.104
verified: no, type: precision_at_3
value: 14.909
verified: no, type: precision_at_5
value: 10.871
verified: no, type: recall_at_1
value: 23.363999999999997
verified: no, type: recall_at_10
value: 63.426
verified: no, type: recall_at_100
value: 88.96300000000001
verified: no, type: recall_at_1000
value: 97.637
verified: no, type: recall_at_3
value: 43.095
verified: no, type: recall_at_5
value: 52.178000000000004
verified: no, task: type: Classification
dataset: type: mteb/mtop_domain
name: MTEB MTOPDomainClassification (en)
config: en
split: test
revision: d80d48c1eb48d3562165c59d59d0034df9fff0bf
metrics: type: accuracy
value: 93.0095759233926
verified: no, type: f1
value: 92.78387794667408
verified: no, task: type: Classification
dataset: type: mteb/mtop_intent
name: MTEB MTOPIntentClassification (en)
config: en
split: test
revision: ae001d0e6b1228650b7bd1c2c65fb50ad11a8aba
metrics: type: accuracy
value: 75.0296397628819
verified: no, type: f1
value: 58.45699589820874
verified: no, task: type: Classification
dataset: type: mteb/amazon_massive_intent
name: MTEB MassiveIntentClassification (en)
config: en
split: test
revision: 31efe3c427b0bae9c22cbb560b8f15491cc6bed7
metrics: type: accuracy
value: 73.45662407531944
verified: no, type: f1
value: 71.42364781421813
verified: no, task: type: Classification
dataset: type: mteb/amazon_massive_scenario
name: MTEB MassiveScenarioClassification (en)
config: en
split: test
revision: 7d571f92784cd94a019292a1f45445077d0ef634
metrics: type: accuracy
value: 77.07800941492937
verified: no, type: f1
value: 77.22799045640845
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: 34.531234379250606
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: 30.941490381193802
verified: no, task: type: Reranking
dataset: type: mteb/mind_small
name: MTEB MindSmallReranking
config: default
split: test
revision: 3bdac13927fdc888b903db93b2ffdbd90b295a69
metrics: type: map
value: 30.3115090856725
verified: no, type: mrr
value: 31.290667638675757
verified: no, task: type: Retrieval
dataset: type: nfcorpus
name: MTEB NFCorpus
config: default
split: test
revision: None
metrics: type: map_at_1
value: 5.465
verified: no, type: map_at_10
value: 13.03
verified: no, type: map_at_100
value: 16.057
verified: no, type: map_at_1000
value: 17.49
verified: no, type: map_at_3
value: 9.553
verified: no, type: map_at_5
value: 11.204
verified: no, type: mrr_at_1
value: 43.653
verified: no, type: mrr_at_10
value: 53.269
verified: no, type: mrr_at_100
value: 53.72
verified: no, type: mrr_at_1000
value: 53.761
verified: no, type: mrr_at_3
value: 50.929
verified: no, type: mrr_at_5
value: 52.461
verified: no, type: ndcg_at_1
value: 42.26
verified: no, type: ndcg_at_10
value: 34.673
verified: no, type: ndcg_at_100
value: 30.759999999999998
verified: no, type: ndcg_at_1000
value: 39.728
verified: no, type: ndcg_at_3
value: 40.349000000000004
verified: no, type: ndcg_at_5
value: 37.915
verified: no, type: precision_at_1
value: 43.653
verified: no, type: precision_at_10
value: 25.789
verified: no, type: precision_at_100
value: 7.754999999999999
verified: no, type: precision_at_1000
value: 2.07
verified: no, type: precision_at_3
value: 38.596000000000004
verified: no, type: precision_at_5
value: 33.251
verified: no, type: recall_at_1
value: 5.465
verified: no, type: recall_at_10
value: 17.148
verified: no, type: recall_at_100
value: 29.768
verified: no, type: recall_at_1000
value: 62.239
verified: no, type: recall_at_3
value: 10.577
verified: no, type: recall_at_5
value: 13.315
verified: no, task: type: Retrieval
dataset: type: nq
name: MTEB NQ
config: default
split: test
revision: None
metrics: type: map_at_1
value: 37.008
verified: no, type: map_at_10
value: 52.467
verified: no, type: map_at_100
value: 53.342999999999996
verified: no, type: map_at_1000
value: 53.366
verified: no, type: map_at_3
value: 48.412
verified: no, type: map_at_5
value: 50.875
verified: no, type: mrr_at_1
value: 41.541
verified: no, type: mrr_at_10
value: 54.967
verified: no, type: mrr_at_100
value: 55.611
verified: no, type: mrr_at_1000
value: 55.627
verified: no, type: mrr_at_3
value: 51.824999999999996
verified: no, type: mrr_at_5
value: 53.763000000000005
verified: no, type: ndcg_at_1
value: 41.541
verified: no, type: ndcg_at_10
value: 59.724999999999994
verified: no, type: ndcg_at_100
value: 63.38700000000001
verified: no, type: ndcg_at_1000
value: 63.883
verified: no, type: ndcg_at_3
value: 52.331
verified: no, type: ndcg_at_5
value: 56.327000000000005
verified: no, type: precision_at_1
value: 41.541
verified: no, type: precision_at_10
value: 9.447
verified: no, type: precision_at_100
value: 1.1520000000000001
verified: no, type: precision_at_1000
value: 0.12
verified: no, type: precision_at_3
value: 23.262
verified: no, type: precision_at_5
value: 16.314999999999998
verified: no, type: recall_at_1
value: 37.008
verified: no, type: recall_at_10
value: 79.145
verified: no, type: recall_at_100
value: 94.986
verified: no, type: recall_at_1000
value: 98.607
verified: no, type: recall_at_3
value: 60.277
verified: no, type: recall_at_5
value: 69.407
verified: no, task: type: Retrieval
dataset: type: quora
name: MTEB QuoraRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 70.402
verified: no, type: map_at_10
value: 84.181
verified: no, type: map_at_100
value: 84.796
verified: no, type: map_at_1000
value: 84.81400000000001
verified: no, type: map_at_3
value: 81.209
verified: no, type: map_at_5
value: 83.085
verified: no, type: mrr_at_1
value: 81.02000000000001
verified: no, type: mrr_at_10
value: 87.263
verified: no, type: mrr_at_100
value: 87.36
verified: no, type: mrr_at_1000
value: 87.36
verified: no, type: mrr_at_3
value: 86.235
verified: no, type: mrr_at_5
value: 86.945
verified: no, type: ndcg_at_1
value: 81.01
verified: no, type: ndcg_at_10
value: 87.99900000000001
verified: no, type: ndcg_at_100
value: 89.217
verified: no, type: ndcg_at_1000
value: 89.33
verified: no, type: ndcg_at_3
value: 85.053
verified: no, type: ndcg_at_5
value: 86.703
verified: no, type: precision_at_1
value: 81.01
verified: no, type: precision_at_10
value: 13.336
verified: no, type: precision_at_100
value: 1.52
verified: no, type: precision_at_1000
value: 0.156
verified: no, type: precision_at_3
value: 37.14
verified: no, type: precision_at_5
value: 24.44
verified: no, type: recall_at_1
value: 70.402
verified: no, type: recall_at_10
value: 95.214
verified: no, type: recall_at_100
value: 99.438
verified: no, type: recall_at_1000
value: 99.928
verified: no, type: recall_at_3
value: 86.75699999999999
verified: no, type: recall_at_5
value: 91.44099999999999
verified: no, task: type: Clustering
dataset: type: mteb/reddit-clustering
name: MTEB RedditClustering
config: default
split: test
revision: 24640382cdbf8abc73003fb0fa6d111a705499eb
metrics: type: v_measure
value: 56.51721502758904
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: 61.054808572333016
verified: no, task: type: Retrieval
dataset: type: scidocs
name: MTEB SCIDOCS
config: default
split: test
revision: None
metrics: type: map_at_1
value: 4.578
verified: no, type: map_at_10
value: 11.036999999999999
verified: no, type: map_at_100
value: 12.879999999999999
verified: no, type: map_at_1000
value: 13.150999999999998
verified: no, type: map_at_3
value: 8.133
verified: no, type: map_at_5
value: 9.559
verified: no, type: mrr_at_1
value: 22.6
verified: no, type: mrr_at_10
value: 32.68
verified: no, type: mrr_at_100
value: 33.789
verified: no, type: mrr_at_1000
value: 33.854
verified: no, type: mrr_at_3
value: 29.7
verified: no, type: mrr_at_5
value: 31.480000000000004
verified: no, type: ndcg_at_1
value: 22.6
verified: no, type: ndcg_at_10
value: 18.616
verified: no, type: ndcg_at_100
value: 25.883
verified: no, type: ndcg_at_1000
value: 30.944
verified: no, type: ndcg_at_3
value: 18.136
verified: no, type: ndcg_at_5
value: 15.625
verified: no, type: precision_at_1
value: 22.6
verified: no, type: precision_at_10
value: 9.48
verified: no, type: precision_at_100
value: 1.991
verified: no, type: precision_at_1000
value: 0.321
verified: no, type: precision_at_3
value: 16.8
verified: no, type: precision_at_5
value: 13.54
verified: no, type: recall_at_1
value: 4.578
verified: no, type: recall_at_10
value: 19.213
verified: no, type: recall_at_100
value: 40.397
verified: no, type: recall_at_1000
value: 65.2
verified: no, type: recall_at_3
value: 10.208
verified: no, type: recall_at_5
value: 13.718
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: 83.44288351714071
verified: no, type: cos_sim_spearman
value: 79.37995604564952
verified: no, type: euclidean_pearson
value: 81.1078874670718
verified: no, type: euclidean_spearman
value: 79.37995905980499
verified: no, type: manhattan_pearson
value: 81.03697527288986
verified: no, type: manhattan_spearman
value: 79.33490235296236
verified: no, task: type: STS
dataset: type: mteb/sts12-sts
name: MTEB STS12
config: default
split: test
revision: a0d554a64d88156834ff5ae9920b964011b16384
metrics: type: cos_sim_pearson
value: 84.95557650436523
verified: no, type: cos_sim_spearman
value: 78.5190672399868
verified: no, type: euclidean_pearson
value: 81.58064025904707
verified: no, type: euclidean_spearman
value: 78.5190672399868
verified: no, type: manhattan_pearson
value: 81.52857930619889
verified: no, type: manhattan_spearman
value: 78.50421361308034
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: 84.79128416228737
verified: no, type: cos_sim_spearman
value: 86.05402451477147
verified: no, type: euclidean_pearson
value: 85.46280267054289
verified: no, type: euclidean_spearman
value: 86.05402451477147
verified: no, type: manhattan_pearson
value: 85.46278563858236
verified: no, type: manhattan_spearman
value: 86.08079590861004
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: 83.20623089568763
verified: no, type: cos_sim_spearman
value: 81.53786907061009
verified: no, type: euclidean_pearson
value: 82.82272250091494
verified: no, type: euclidean_spearman
value: 81.53786907061009
verified: no, type: manhattan_pearson
value: 82.78850494027013
verified: no, type: manhattan_spearman
value: 81.5135618083407
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: 85.46366618397936
verified: no, type: cos_sim_spearman
value: 86.96566013336908
verified: no, type: euclidean_pearson
value: 86.62651697548931
verified: no, type: euclidean_spearman
value: 86.96565526364454
verified: no, type: manhattan_pearson
value: 86.58812160258009
verified: no, type: manhattan_spearman
value: 86.9336484321288
verified: no, task: type: STS
dataset: type: mteb/sts16-sts
name: MTEB STS16
config: default
split: test
revision: 4d8694f8f0e0100860b497b999b3dbed754a0513
metrics: type: cos_sim_pearson
value: 82.51858358641559
verified: no, type: cos_sim_spearman
value: 84.7652527954999
verified: no, type: euclidean_pearson
value: 84.23914783766861
verified: no, type: euclidean_spearman
value: 84.7652527954999
verified: no, type: manhattan_pearson
value: 84.22749648503171
verified: no, type: manhattan_spearman
value: 84.74527996746386
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: 87.28026563313065
verified: no, type: cos_sim_spearman
value: 87.46928143824915
verified: no, type: euclidean_pearson
value: 88.30558762000372
verified: no, type: euclidean_spearman
value: 87.46928143824915
verified: no, type: manhattan_pearson
value: 88.10513330809331
verified: no, type: manhattan_spearman
value: 87.21069787834173
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: 62.376497134587375
verified: no, type: cos_sim_spearman
value: 65.0159550112516
verified: no, type: euclidean_pearson
value: 65.64572120879598
verified: no, type: euclidean_spearman
value: 65.0159550112516
verified: no, type: manhattan_pearson
value: 65.88143604989976
verified: no, type: manhattan_spearman
value: 65.17547297222434
verified: no, task: type: STS
dataset: type: mteb/stsbenchmark-sts
name: MTEB STSBenchmark
config: default
split: test
revision: b0fddb56ed78048fa8b90373c8a3cfc37b684831
metrics: type: cos_sim_pearson
value: 84.22876368947644
verified: no, type: cos_sim_spearman
value: 85.46935577445318
verified: no, type: euclidean_pearson
value: 85.32830231392005
verified: no, type: euclidean_spearman
value: 85.46935577445318
verified: no, type: manhattan_pearson
value: 85.30353211758495
verified: no, type: manhattan_spearman
value: 85.42821085956945
verified: no, task: type: Reranking
dataset: type: mteb/scidocs-reranking
name: MTEB SciDocsRR
config: default
split: test
revision: d3c5e1fc0b855ab6097bf1cda04dd73947d7caab
metrics: type: map
value: 80.60986667767133
verified: no, type: mrr
value: 94.29432314236236
verified: no, task: type: Retrieval
dataset: type: scifact
name: MTEB SciFact
config: default
split: test
revision: None
metrics: type: map_at_1
value: 54.528
verified: no, type: map_at_10
value: 65.187
verified: no, type: map_at_100
value: 65.62599999999999
verified: no, type: map_at_1000
value: 65.657
verified: no, type: map_at_3
value: 62.352
verified: no, type: map_at_5
value: 64.025
verified: no, type: mrr_at_1
value: 57.333
verified: no, type: mrr_at_10
value: 66.577
verified: no, type: mrr_at_100
value: 66.88
verified: no, type: mrr_at_1000
value: 66.908
verified: no, type: mrr_at_3
value: 64.556
verified: no, type: mrr_at_5
value: 65.739
verified: no, type: ndcg_at_1
value: 57.333
verified: no, type: ndcg_at_10
value: 70.275
verified: no, type: ndcg_at_100
value: 72.136
verified: no, type: ndcg_at_1000
value: 72.963
verified: no, type: ndcg_at_3
value: 65.414
verified: no, type: ndcg_at_5
value: 67.831
verified: no, type: precision_at_1
value: 57.333
verified: no, type: precision_at_10
value: 9.5
verified: no, type: precision_at_100
value: 1.057
verified: no, type: precision_at_1000
value: 0.11199999999999999
verified: no, type: precision_at_3
value: 25.778000000000002
verified: no, type: precision_at_5
value: 17.2
verified: no, type: recall_at_1
value: 54.528
verified: no, type: recall_at_10
value: 84.356
verified: no, type: recall_at_100
value: 92.833
verified: no, type: recall_at_1000
value: 99.333
verified: no, type: recall_at_3
value: 71.283
verified: no, type: recall_at_5
value: 77.14999999999999
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: 99.74158415841585
verified: no, type: cos_sim_ap
value: 92.90048959850317
verified: no, type: cos_sim_f1
value: 86.35650810245687
verified: no, type: cos_sim_precision
value: 90.4709748083242
verified: no, type: cos_sim_recall
value: 82.6
verified: no, type: dot_accuracy
value: 99.74158415841585
verified: no, type: dot_ap
value: 92.90048959850317
verified: no, type: dot_f1
value: 86.35650810245687
verified: no, type: dot_precision
value: 90.4709748083242
verified: no, type: dot_recall
value: 82.6
verified: no, type: euclidean_accuracy
value: 99.74158415841585
verified: no, type: euclidean_ap
value: 92.90048959850317
verified: no, type: euclidean_f1
value: 86.35650810245687
verified: no, type: euclidean_precision
value: 90.4709748083242
verified: no, type: euclidean_recall
value: 82.6
verified: no, type: manhattan_accuracy
value: 99.74158415841585
verified: no, type: manhattan_ap
value: 92.87344692947894
verified: no, type: manhattan_f1
value: 86.38497652582159
verified: no, type: manhattan_precision
value: 90.29443838604145
verified: no, type: manhattan_recall
value: 82.8
verified: no, type: max_accuracy
value: 99.74158415841585
verified: no, type: max_ap
value: 92.90048959850317
verified: no, type: max_f1
value: 86.38497652582159
verified: no, task: type: Clustering
dataset: type: mteb/stackexchange-clustering
name: MTEB StackExchangeClustering
config: default
split: test
revision: 6cbc1f7b2bc0622f2e39d2c77fa502909748c259
metrics: type: v_measure
value: 63.191648770424216
verified: no, task: type: Clustering
dataset: type: mteb/stackexchange-clustering-p2p
name: MTEB StackExchangeClusteringP2P
config: default
split: test
revision: 815ca46b2622cec33ccafc3735d572c266efdb44
metrics: type: v_measure
value: 34.02944668730218
verified: no, task: type: Reranking
dataset: type: mteb/stackoverflowdupquestions-reranking
name: MTEB StackOverflowDupQuestions
config: default
split: test
revision: e185fbe320c72810689fc5848eb6114e1ef5ec69
metrics: type: map
value: 50.466386167525265
verified: no, type: mrr
value: 51.19071492233257
verified: no, task: type: Summarization
dataset: type: mteb/summeval
name: MTEB SummEval
config: default
split: test
revision: cda12ad7615edc362dbf25a00fdd61d3b1eaf93c
metrics: type: cos_sim_pearson
value: 30.198022505886435
verified: no, type: cos_sim_spearman
value: 30.40170257939193
verified: no, type: dot_pearson
value: 30.198015316402614
verified: no, type: dot_spearman
value: 30.40170257939193
verified: no, task: type: Retrieval
dataset: type: trec-covid
name: MTEB TRECCOVID
config: default
split: test
revision: None
metrics: type: map_at_1
value: 0.242
verified: no, type: map_at_10
value: 2.17
verified: no, type: map_at_100
value: 12.221
verified: no, type: map_at_1000
value: 28.63
verified: no, type: map_at_3
value: 0.728
verified: no, type: map_at_5
value: 1.185
verified: no, type: mrr_at_1
value: 94
verified: no, type: mrr_at_10
value: 97
verified: no, type: mrr_at_100
value: 97
verified: no, type: mrr_at_1000
value: 97
verified: no, type: mrr_at_3
value: 97
verified: no, type: mrr_at_5
value: 97
verified: no, type: ndcg_at_1
value: 89
verified: no, type: ndcg_at_10
value: 82.30499999999999
verified: no, type: ndcg_at_100
value: 61.839999999999996
verified: no, type: ndcg_at_1000
value: 53.381
verified: no, type: ndcg_at_3
value: 88.877
verified: no, type: ndcg_at_5
value: 86.05199999999999
verified: no, type: precision_at_1
value: 94
verified: no, type: precision_at_10
value: 87
verified: no, type: precision_at_100
value: 63.38
verified: no, type: precision_at_1000
value: 23.498
verified: no, type: precision_at_3
value: 94
verified: no, type: precision_at_5
value: 92
verified: no, type: recall_at_1
value: 0.242
verified: no, type: recall_at_10
value: 2.302
verified: no, type: recall_at_100
value: 14.979000000000001
verified: no, type: recall_at_1000
value: 49.638
verified: no, type: recall_at_3
value: 0.753
verified: no, type: recall_at_5
value: 1.226
verified: no, task: type: Retrieval
dataset: type: webis-touche2020
name: MTEB Touche2020
config: default
split: test
revision: None
metrics: type: map_at_1
value: 3.006
verified: no, type: map_at_10
value: 11.805
verified: no, type: map_at_100
value: 18.146
verified: no, type: map_at_1000
value: 19.788
verified: no, type: map_at_3
value: 5.914
verified: no, type: map_at_5
value: 8.801
verified: no, type: mrr_at_1
value: 40.816
verified: no, type: mrr_at_10
value: 56.36600000000001
verified: no, type: mrr_at_100
value: 56.721999999999994
verified: no, type: mrr_at_1000
value: 56.721999999999994
verified: no, type: mrr_at_3
value: 52.041000000000004
verified: no, type: mrr_at_5
value: 54.796
verified: no, type: ndcg_at_1
value: 37.755
verified: no, type: ndcg_at_10
value: 29.863
verified: no, type: ndcg_at_100
value: 39.571
verified: no, type: ndcg_at_1000
value: 51.385999999999996
verified: no, type: ndcg_at_3
value: 32.578
verified: no, type: ndcg_at_5
value: 32.351
verified: no, type: precision_at_1
value: 40.816
verified: no, type: precision_at_10
value: 26.531
verified: no, type: precision_at_100
value: 7.796
verified: no, type: precision_at_1000
value: 1.555
verified: no, type: precision_at_3
value: 32.653
verified: no, type: precision_at_5
value: 33.061
verified: no, type: recall_at_1
value: 3.006
verified: no, type: recall_at_10
value: 18.738
verified: no, type: recall_at_100
value: 48.058
verified: no, type: recall_at_1000
value: 83.41300000000001
verified: no, type: recall_at_3
value: 7.166
verified: no, type: recall_at_5
value: 12.102
verified: no, task: type: Classification
dataset: type: mteb/toxic_conversations_50k
name: MTEB ToxicConversationsClassification
config: default
split: test
revision: d7c0de2777da35d6aae2200a62c6e0e5af397c4c
metrics: type: accuracy
value: 71.4178
verified: no, type: ap
value: 14.648781342150446
verified: no, type: f1
value: 55.07299194946378
verified: no, task: type: Classification
dataset: type: mteb/tweet_sentiment_extraction
name: MTEB TweetSentimentExtractionClassification
config: default
split: test
revision: d604517c81ca91fe16a244d1248fc021f9ecee7a
metrics: type: accuracy
value: 60.919637804187886
verified: no, type: f1
value: 61.24122013967399
verified: no, task: type: Clustering
dataset: type: mteb/twentynewsgroups-clustering
name: MTEB TwentyNewsgroupsClustering
config: default
split: test
revision: 6125ec4e24fa026cec8a478383ee943acfbd5449
metrics: type: v_measure
value: 49.207896583685695
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: 86.23114978840078
verified: no, type: cos_sim_ap
value: 74.26624727825818
verified: no, type: cos_sim_f1
value: 68.72377190817083
verified: no, type: cos_sim_precision
value: 64.56400742115028
verified: no, type: cos_sim_recall
value: 73.45646437994723
verified: no, type: dot_accuracy
value: 86.23114978840078
verified: no, type: dot_ap
value: 74.26624032659652
verified: no, type: dot_f1
value: 68.72377190817083
verified: no, type: dot_precision
value: 64.56400742115028
verified: no, type: dot_recall
value: 73.45646437994723
verified: no, type: euclidean_accuracy
value: 86.23114978840078
verified: no, type: euclidean_ap
value: 74.26624714480556
verified: no, type: euclidean_f1
value: 68.72377190817083
verified: no, type: euclidean_precision
value: 64.56400742115028
verified: no, type: euclidean_recall
value: 73.45646437994723
verified: no, type: manhattan_accuracy
value: 86.16558383501221
verified: no, type: manhattan_ap
value: 74.2091943976357
verified: no, type: manhattan_f1
value: 68.64221520524654
verified: no, type: manhattan_precision
value: 63.59135913591359
verified: no, type: manhattan_recall
value: 74.5646437994723
verified: no, type: max_accuracy
value: 86.23114978840078
verified: no, type: max_ap
value: 74.26624727825818
verified: no, type: max_f1
value: 68.72377190817083
verified: no, task: type: PairClassification
dataset: type: mteb/twitterurlcorpus-pairclassification
name: MTEB TwitterURLCorpus
config: default
split: test
revision: 8b6510b0b1fa4e4c4f879467980e9be563ec1cdf
metrics: type: cos_sim_accuracy
value: 89.3681841114604
verified: no, type: cos_sim_ap
value: 86.65166387498546
verified: no, type: cos_sim_f1
value: 79.02581944698774
verified: no, type: cos_sim_precision
value: 75.35796605434099
verified: no, type: cos_sim_recall
value: 83.06898675700647
verified: no, type: dot_accuracy
value: 89.3681841114604
verified: no, type: dot_ap
value: 86.65166019802056
verified: no, type: dot_f1
value: 79.02581944698774
verified: no, type: dot_precision
value: 75.35796605434099
verified: no, type: dot_recall
value: 83.06898675700647
verified: no, type: euclidean_accuracy
value: 89.3681841114604
verified: no, type: euclidean_ap
value: 86.65166462876266
verified: no, type: euclidean_f1
value: 79.02581944698774
verified: no, type: euclidean_precision
value: 75.35796605434099
verified: no, type: euclidean_recall
value: 83.06898675700647
verified: no, type: manhattan_accuracy
value: 89.36624364497226
verified: no, type: manhattan_ap
value: 86.65076471274106
verified: no, type: manhattan_f1
value: 79.07408783532733
verified: no, type: manhattan_precision
value: 76.41102972856527
verified: no, type: manhattan_recall
value: 81.92947336002464
verified: no, type: max_accuracy
value: 89.3681841114604
verified: no, type: max_ap
value: 86.65166462876266
verified: no, type: max_f1
value: 79.07408783532733
verified: no
license: apache-2.0
Likes: 0 | All-time downloads: 669
Created: 2024-04-25 18:20:33