Model: mixedbread-ai/mxbai-embed-2d-large-v1
Author: mixedbread-ai
Pipeline: feature-extraction
Library: sentence-transformers
Tags: sentence-transformers, onnx, safetensors, bert, feature-extraction, mteb, transformers.js, transformers, en, arxiv:2402.14776, license:apache-2.0, model-index, text-embeddings-inference, endpoints_compatible, region:us
Card metadata: tags: mteb, transformers.js, transformers
model-index: name: mxbai-embed-2d-large-v1
results: task: type: Classification
dataset: type: mteb/amazon_counterfactual
name: MTEB AmazonCounterfactualClassification (en)
config: en
split: test
revision: e8379541af4e31359cca9fbcf4b00f2671dba205
metrics: type: accuracy
value: 74.76119402985074
verified: no, type: ap
value: 37.90611182084586
verified: no, type: f1
value: 68.80795400445113
verified: no, task: type: Classification
dataset: type: mteb/amazon_polarity
name: MTEB AmazonPolarityClassification
config: default
split: test
revision: e2d317d38cd51312af73b3d32a06d1a08b442046
metrics: type: accuracy
value: 93.255525
verified: no, type: ap
value: 90.06886124154308
verified: no, type: f1
value: 93.24785420201029
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: 46.162000000000006
verified: no, type: f1
value: 45.66989189593428
verified: no, task: type: Retrieval
dataset: type: arguana
name: MTEB ArguAna
config: default
split: test
revision: None
metrics: type: map_at_1
value: 37.980000000000004
verified: no, type: map_at_10
value: 54.918
verified: no, type: map_at_100
value: 55.401
verified: no, type: map_at_1000
value: 55.403000000000006
verified: no, type: map_at_3
value: 50.249
verified: no, type: map_at_5
value: 53.400000000000006
verified: no, type: mrr_at_1
value: 38.834
verified: no, type: mrr_at_10
value: 55.24
verified: no, type: mrr_at_100
value: 55.737
verified: no, type: mrr_at_1000
value: 55.738
verified: no, type: mrr_at_3
value: 50.580999999999996
verified: no, type: mrr_at_5
value: 53.71
verified: no, type: ndcg_at_1
value: 37.980000000000004
verified: no, type: ndcg_at_10
value: 63.629000000000005
verified: no, type: ndcg_at_100
value: 65.567
verified: no, type: ndcg_at_1000
value: 65.61399999999999
verified: no, type: ndcg_at_3
value: 54.275
verified: no, type: ndcg_at_5
value: 59.91
verified: no, type: precision_at_1
value: 37.980000000000004
verified: no, type: precision_at_10
value: 9.110999999999999
verified: no, type: precision_at_100
value: 0.993
verified: no, type: precision_at_1000
value: 0.1
verified: no, type: precision_at_3
value: 21.977
verified: no, type: precision_at_5
value: 15.903
verified: no, type: recall_at_1
value: 37.980000000000004
verified: no, type: recall_at_10
value: 91.11
verified: no, type: recall_at_100
value: 99.289
verified: no, type: recall_at_1000
value: 99.644
verified: no, type: recall_at_3
value: 65.932
verified: no, type: recall_at_5
value: 79.51599999999999
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: 48.28746486562395
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: 42.335244985544165
verified: no, task: type: Reranking
dataset: type: mteb/askubuntudupquestions-reranking
name: MTEB AskUbuntuDupQuestions
config: default
split: test
revision: 2000358ca161889fa9c082cb41daa8dcfb161a54
metrics: type: map
value: 63.771155681602096
verified: no, type: mrr
value: 76.55993052807459
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: 89.76152904846916
verified: no, type: cos_sim_spearman
value: 88.05622328825284
verified: no, type: euclidean_pearson
value: 88.2821986323439
verified: no, type: euclidean_spearman
value: 88.05622328825284
verified: no, type: manhattan_pearson
value: 87.98419111117559
verified: no, type: manhattan_spearman
value: 87.905617446958
verified: no, task: type: Classification
dataset: type: mteb/banking77
name: MTEB Banking77Classification
config: default
split: test
revision: 0fd18e25b25c072e09e0d92ab615fda904d66300
metrics: type: accuracy
value: 86.65259740259741
verified: no, type: f1
value: 86.62044951853902
verified: no, task: type: Clustering
dataset: type: mteb/biorxiv-clustering-p2p
name: MTEB BiorxivClusteringP2P
config: default
split: test
revision: 65b79d1d13f80053f67aca9498d9402c2d9f1f40
metrics: type: v_measure
value: 39.7270855384167
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: 36.95365397158872
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackAndroidRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 30.604
verified: no, type: map_at_10
value: 42.126999999999995
verified: no, type: map_at_100
value: 43.702999999999996
verified: no, type: map_at_1000
value: 43.851
verified: no, type: map_at_3
value: 38.663
verified: no, type: map_at_5
value: 40.67
verified: no, type: mrr_at_1
value: 37.625
verified: no, type: mrr_at_10
value: 48.203
verified: no, type: mrr_at_100
value: 48.925000000000004
verified: no, type: mrr_at_1000
value: 48.979
verified: no, type: mrr_at_3
value: 45.494
verified: no, type: mrr_at_5
value: 47.288999999999994
verified: no, type: ndcg_at_1
value: 37.625
verified: no, type: ndcg_at_10
value: 48.649
verified: no, type: ndcg_at_100
value: 54.041
verified: no, type: ndcg_at_1000
value: 56.233999999999995
verified: no, type: ndcg_at_3
value: 43.704
verified: no, type: ndcg_at_5
value: 46.172999999999995
verified: no, type: precision_at_1
value: 37.625
verified: no, type: precision_at_10
value: 9.371
verified: no, type: precision_at_100
value: 1.545
verified: no, type: precision_at_1000
value: 0.20400000000000001
verified: no, type: precision_at_3
value: 21.364
verified: no, type: precision_at_5
value: 15.421999999999999
verified: no, type: recall_at_1
value: 30.604
verified: no, type: recall_at_10
value: 60.94199999999999
verified: no, type: recall_at_100
value: 82.893
verified: no, type: recall_at_1000
value: 96.887
verified: no, type: recall_at_3
value: 46.346
verified: no, type: recall_at_5
value: 53.495000000000005
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackEnglishRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 29.959000000000003
verified: no, type: map_at_10
value: 40.217999999999996
verified: no, type: map_at_100
value: 41.337
verified: no, type: map_at_1000
value: 41.471999999999994
verified: no, type: map_at_3
value: 37.029
verified: no, type: map_at_5
value: 38.873000000000005
verified: no, type: mrr_at_1
value: 37.325
verified: no, type: mrr_at_10
value: 45.637
verified: no, type: mrr_at_100
value: 46.243
verified: no, type: mrr_at_1000
value: 46.297
verified: no, type: mrr_at_3
value: 43.323
verified: no, type: mrr_at_5
value: 44.734
verified: no, type: ndcg_at_1
value: 37.325
verified: no, type: ndcg_at_10
value: 45.864
verified: no, type: ndcg_at_100
value: 49.832
verified: no, type: ndcg_at_1000
value: 52.056000000000004
verified: no, type: ndcg_at_3
value: 41.329
verified: no, type: ndcg_at_5
value: 43.547000000000004
verified: no, type: precision_at_1
value: 37.325
verified: no, type: precision_at_10
value: 8.732
verified: no, type: precision_at_100
value: 1.369
verified: no, type: precision_at_1000
value: 0.185
verified: no, type: precision_at_3
value: 19.936
verified: no, type: precision_at_5
value: 14.306
verified: no, type: recall_at_1
value: 29.959000000000003
verified: no, type: recall_at_10
value: 56.113
verified: no, type: recall_at_100
value: 73.231
verified: no, type: recall_at_1000
value: 87.373
verified: no, type: recall_at_3
value: 42.88
verified: no, type: recall_at_5
value: 49.004
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackGamingRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 38.679
verified: no, type: map_at_10
value: 50.696
verified: no, type: map_at_100
value: 51.788000000000004
verified: no, type: map_at_1000
value: 51.849999999999994
verified: no, type: map_at_3
value: 47.414
verified: no, type: map_at_5
value: 49.284
verified: no, type: mrr_at_1
value: 44.263000000000005
verified: no, type: mrr_at_10
value: 54.03
verified: no, type: mrr_at_100
value: 54.752
verified: no, type: mrr_at_1000
value: 54.784
verified: no, type: mrr_at_3
value: 51.661
verified: no, type: mrr_at_5
value: 53.047
verified: no, type: ndcg_at_1
value: 44.263000000000005
verified: no, type: ndcg_at_10
value: 56.452999999999996
verified: no, type: ndcg_at_100
value: 60.736999999999995
verified: no, type: ndcg_at_1000
value: 61.982000000000006
verified: no, type: ndcg_at_3
value: 51.085
verified: no, type: ndcg_at_5
value: 53.715999999999994
verified: no, type: precision_at_1
value: 44.263000000000005
verified: no, type: precision_at_10
value: 9.129
verified: no, type: precision_at_100
value: 1.218
verified: no, type: precision_at_1000
value: 0.13699999999999998
verified: no, type: precision_at_3
value: 22.8
verified: no, type: precision_at_5
value: 15.674
verified: no, type: recall_at_1
value: 38.679
verified: no, type: recall_at_10
value: 70.1
verified: no, type: recall_at_100
value: 88.649
verified: no, type: recall_at_1000
value: 97.48
verified: no, type: recall_at_3
value: 55.757999999999996
verified: no, type: recall_at_5
value: 62.244
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackGisRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 25.796999999999997
verified: no, type: map_at_10
value: 34.011
verified: no, type: map_at_100
value: 35.103
verified: no, type: map_at_1000
value: 35.187000000000005
verified: no, type: map_at_3
value: 31.218
verified: no, type: map_at_5
value: 32.801
verified: no, type: mrr_at_1
value: 28.022999999999996
verified: no, type: mrr_at_10
value: 36.108000000000004
verified: no, type: mrr_at_100
value: 37.094
verified: no, type: mrr_at_1000
value: 37.158
verified: no, type: mrr_at_3
value: 33.635
verified: no, type: mrr_at_5
value: 35.081
verified: no, type: ndcg_at_1
value: 28.022999999999996
verified: no, type: ndcg_at_10
value: 38.887
verified: no, type: ndcg_at_100
value: 44.159
verified: no, type: ndcg_at_1000
value: 46.300000000000004
verified: no, type: ndcg_at_3
value: 33.623
verified: no, type: ndcg_at_5
value: 36.281
verified: no, type: precision_at_1
value: 28.022999999999996
verified: no, type: precision_at_10
value: 6.010999999999999
verified: no, type: precision_at_100
value: 0.901
verified: no, type: precision_at_1000
value: 0.11299999999999999
verified: no, type: precision_at_3
value: 14.124
verified: no, type: precision_at_5
value: 10.034
verified: no, type: recall_at_1
value: 25.796999999999997
verified: no, type: recall_at_10
value: 51.86300000000001
verified: no, type: recall_at_100
value: 75.995
verified: no, type: recall_at_1000
value: 91.93299999999999
verified: no, type: recall_at_3
value: 37.882
verified: no, type: recall_at_5
value: 44.34
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackMathematicaRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 15.468000000000002
verified: no, type: map_at_10
value: 24.026
verified: no, type: map_at_100
value: 25.237
verified: no, type: map_at_1000
value: 25.380000000000003
verified: no, type: map_at_3
value: 21.342
verified: no, type: map_at_5
value: 22.843
verified: no, type: mrr_at_1
value: 19.154
verified: no, type: mrr_at_10
value: 28.429
verified: no, type: mrr_at_100
value: 29.416999999999998
verified: no, type: mrr_at_1000
value: 29.491
verified: no, type: mrr_at_3
value: 25.746000000000002
verified: no, type: mrr_at_5
value: 27.282
verified: no, type: ndcg_at_1
value: 19.154
verified: no, type: ndcg_at_10
value: 29.512
verified: no, type: ndcg_at_100
value: 35.331
verified: no, type: ndcg_at_1000
value: 38.435
verified: no, type: ndcg_at_3
value: 24.566
verified: no, type: ndcg_at_5
value: 26.891
verified: no, type: precision_at_1
value: 19.154
verified: no, type: precision_at_10
value: 5.647
verified: no, type: precision_at_100
value: 0.984
verified: no, type: precision_at_1000
value: 0.13899999999999998
verified: no, type: precision_at_3
value: 12.065
verified: no, type: precision_at_5
value: 8.98
verified: no, type: recall_at_1
value: 15.468000000000002
verified: no, type: recall_at_10
value: 41.908
verified: no, type: recall_at_100
value: 67.17
verified: no, type: recall_at_1000
value: 89.05499999999999
verified: no, type: recall_at_3
value: 28.436
verified: no, type: recall_at_5
value: 34.278
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackPhysicsRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 28.116000000000003
verified: no, type: map_at_10
value: 39.034
verified: no, type: map_at_100
value: 40.461000000000006
verified: no, type: map_at_1000
value: 40.563
verified: no, type: map_at_3
value: 35.742000000000004
verified: no, type: map_at_5
value: 37.762
verified: no, type: mrr_at_1
value: 34.264
verified: no, type: mrr_at_10
value: 44.173
verified: no, type: mrr_at_100
value: 45.111000000000004
verified: no, type: mrr_at_1000
value: 45.149
verified: no, type: mrr_at_3
value: 41.626999999999995
verified: no, type: mrr_at_5
value: 43.234
verified: no, type: ndcg_at_1
value: 34.264
verified: no, type: ndcg_at_10
value: 45.011
verified: no, type: ndcg_at_100
value: 50.91
verified: no, type: ndcg_at_1000
value: 52.886
verified: no, type: ndcg_at_3
value: 39.757999999999996
verified: no, type: ndcg_at_5
value: 42.569
verified: no, type: precision_at_1
value: 34.264
verified: no, type: precision_at_10
value: 8.114
verified: no, type: precision_at_100
value: 1.2890000000000001
verified: no, type: precision_at_1000
value: 0.163
verified: no, type: precision_at_3
value: 18.864
verified: no, type: precision_at_5
value: 13.628000000000002
verified: no, type: recall_at_1
value: 28.116000000000003
verified: no, type: recall_at_10
value: 57.764
verified: no, type: recall_at_100
value: 82.393
verified: no, type: recall_at_1000
value: 95.345
verified: no, type: recall_at_3
value: 43.35
verified: no, type: recall_at_5
value: 50.368
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackProgrammersRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 23.557
verified: no, type: map_at_10
value: 33.94
verified: no, type: map_at_100
value: 35.382000000000005
verified: no, type: map_at_1000
value: 35.497
verified: no, type: map_at_3
value: 30.635
verified: no, type: map_at_5
value: 32.372
verified: no, type: mrr_at_1
value: 29.224
verified: no, type: mrr_at_10
value: 39.017
verified: no, type: mrr_at_100
value: 39.908
verified: no, type: mrr_at_1000
value: 39.96
verified: no, type: mrr_at_3
value: 36.225
verified: no, type: mrr_at_5
value: 37.869
verified: no, type: ndcg_at_1
value: 29.224
verified: no, type: ndcg_at_10
value: 40.097
verified: no, type: ndcg_at_100
value: 46.058
verified: no, type: ndcg_at_1000
value: 48.309999999999995
verified: no, type: ndcg_at_3
value: 34.551
verified: no, type: ndcg_at_5
value: 36.937
verified: no, type: precision_at_1
value: 29.224
verified: no, type: precision_at_10
value: 7.6259999999999994
verified: no, type: precision_at_100
value: 1.226
verified: no, type: precision_at_1000
value: 0.161
verified: no, type: precision_at_3
value: 16.781
verified: no, type: precision_at_5
value: 12.26
verified: no, type: recall_at_1
value: 23.557
verified: no, type: recall_at_10
value: 53.46300000000001
verified: no, type: recall_at_100
value: 78.797
verified: no, type: recall_at_1000
value: 93.743
verified: no, type: recall_at_3
value: 37.95
verified: no, type: recall_at_5
value: 44.121
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 24.81583333333333
verified: no, type: map_at_10
value: 34.057833333333335
verified: no, type: map_at_100
value: 35.29658333333334
verified: no, type: map_at_1000
value: 35.418666666666674
verified: no, type: map_at_3
value: 31.16416666666667
verified: no, type: map_at_5
value: 32.797
verified: no, type: mrr_at_1
value: 29.40216666666667
verified: no, type: mrr_at_10
value: 38.11191666666667
verified: no, type: mrr_at_100
value: 38.983250000000005
verified: no, type: mrr_at_1000
value: 39.043
verified: no, type: mrr_at_3
value: 35.663333333333334
verified: no, type: mrr_at_5
value: 37.08975
verified: no, type: ndcg_at_1
value: 29.40216666666667
verified: no, type: ndcg_at_10
value: 39.462416666666655
verified: no, type: ndcg_at_100
value: 44.74341666666666
verified: no, type: ndcg_at_1000
value: 47.12283333333333
verified: no, type: ndcg_at_3
value: 34.57383333333334
verified: no, type: ndcg_at_5
value: 36.91816666666667
verified: no, type: precision_at_1
value: 29.40216666666667
verified: no, type: precision_at_10
value: 7.008416666666667
verified: no, type: precision_at_100
value: 1.143333333333333
verified: no, type: precision_at_1000
value: 0.15391666666666665
verified: no, type: precision_at_3
value: 16.011083333333335
verified: no, type: precision_at_5
value: 11.506666666666664
verified: no, type: recall_at_1
value: 24.81583333333333
verified: no, type: recall_at_10
value: 51.39391666666666
verified: no, type: recall_at_100
value: 74.52983333333333
verified: no, type: recall_at_1000
value: 91.00650000000002
verified: no, type: recall_at_3
value: 37.87458333333334
verified: no, type: recall_at_5
value: 43.865833333333335
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackStatsRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 24.04
verified: no, type: map_at_10
value: 30.651
verified: no, type: map_at_100
value: 31.561
verified: no, type: map_at_1000
value: 31.667
verified: no, type: map_at_3
value: 28.358
verified: no, type: map_at_5
value: 29.644
verified: no, type: mrr_at_1
value: 26.840000000000003
verified: no, type: mrr_at_10
value: 33.397
verified: no, type: mrr_at_100
value: 34.166999999999994
verified: no, type: mrr_at_1000
value: 34.252
verified: no, type: mrr_at_3
value: 31.339
verified: no, type: mrr_at_5
value: 32.451
verified: no, type: ndcg_at_1
value: 26.840000000000003
verified: no, type: ndcg_at_10
value: 34.821999999999996
verified: no, type: ndcg_at_100
value: 39.155
verified: no, type: ndcg_at_1000
value: 41.837999999999994
verified: no, type: ndcg_at_3
value: 30.55
verified: no, type: ndcg_at_5
value: 32.588
verified: no, type: precision_at_1
value: 26.840000000000003
verified: no, type: precision_at_10
value: 5.383
verified: no, type: precision_at_100
value: 0.827
verified: no, type: precision_at_1000
value: 0.11199999999999999
verified: no, type: precision_at_3
value: 12.986
verified: no, type: precision_at_5
value: 9.11
verified: no, type: recall_at_1
value: 24.04
verified: no, type: recall_at_10
value: 45.133
verified: no, type: recall_at_100
value: 64.519
verified: no, type: recall_at_1000
value: 84.397
verified: no, type: recall_at_3
value: 33.465
verified: no, type: recall_at_5
value: 38.504
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackTexRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 15.744
verified: no, type: map_at_10
value: 22.557
verified: no, type: map_at_100
value: 23.705000000000002
verified: no, type: map_at_1000
value: 23.833
verified: no, type: map_at_3
value: 20.342
verified: no, type: map_at_5
value: 21.584
verified: no, type: mrr_at_1
value: 19.133
verified: no, type: mrr_at_10
value: 26.316
verified: no, type: mrr_at_100
value: 27.285999999999998
verified: no, type: mrr_at_1000
value: 27.367
verified: no, type: mrr_at_3
value: 24.214
verified: no, type: mrr_at_5
value: 25.419999999999998
verified: no, type: ndcg_at_1
value: 19.133
verified: no, type: ndcg_at_10
value: 27.002
verified: no, type: ndcg_at_100
value: 32.544000000000004
verified: no, type: ndcg_at_1000
value: 35.624
verified: no, type: ndcg_at_3
value: 23.015
verified: no, type: ndcg_at_5
value: 24.916
verified: no, type: precision_at_1
value: 19.133
verified: no, type: precision_at_10
value: 4.952
verified: no, type: precision_at_100
value: 0.918
verified: no, type: precision_at_1000
value: 0.136
verified: no, type: precision_at_3
value: 10.908
verified: no, type: precision_at_5
value: 8.004
verified: no, type: recall_at_1
value: 15.744
verified: no, type: recall_at_10
value: 36.63
verified: no, type: recall_at_100
value: 61.58
verified: no, type: recall_at_1000
value: 83.648
verified: no, type: recall_at_3
value: 25.545
verified: no, type: recall_at_5
value: 30.392000000000003
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackUnixRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 24.944
verified: no, type: map_at_10
value: 33.611000000000004
verified: no, type: map_at_100
value: 34.737
verified: no, type: map_at_1000
value: 34.847
verified: no, type: map_at_3
value: 30.746000000000002
verified: no, type: map_at_5
value: 32.357
verified: no, type: mrr_at_1
value: 29.198
verified: no, type: mrr_at_10
value: 37.632
verified: no, type: mrr_at_100
value: 38.53
verified: no, type: mrr_at_1000
value: 38.59
verified: no, type: mrr_at_3
value: 35.292
verified: no, type: mrr_at_5
value: 36.519
verified: no, type: ndcg_at_1
value: 29.198
verified: no, type: ndcg_at_10
value: 38.946999999999996
verified: no, type: ndcg_at_100
value: 44.348
verified: no, type: ndcg_at_1000
value: 46.787
verified: no, type: ndcg_at_3
value: 33.794999999999995
verified: no, type: ndcg_at_5
value: 36.166
verified: no, type: precision_at_1
value: 29.198
verified: no, type: precision_at_10
value: 6.595
verified: no, type: precision_at_100
value: 1.055
verified: no, type: precision_at_1000
value: 0.13899999999999998
verified: no, type: precision_at_3
value: 15.235999999999999
verified: no, type: precision_at_5
value: 10.896
verified: no, type: recall_at_1
value: 24.944
verified: no, type: recall_at_10
value: 51.284
verified: no, type: recall_at_100
value: 75.197
verified: no, type: recall_at_1000
value: 92.10000000000001
verified: no, type: recall_at_3
value: 37.213
verified: no, type: recall_at_5
value: 43.129
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackWebmastersRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 21.979000000000003
verified: no, type: map_at_10
value: 31.349
verified: no, type: map_at_100
value: 32.969
verified: no, type: map_at_1000
value: 33.2
verified: no, type: map_at_3
value: 28.237000000000002
verified: no, type: map_at_5
value: 30.09
verified: no, type: mrr_at_1
value: 27.075
verified: no, type: mrr_at_10
value: 35.946
verified: no, type: mrr_at_100
value: 36.897000000000006
verified: no, type: mrr_at_1000
value: 36.951
verified: no, type: mrr_at_3
value: 32.971000000000004
verified: no, type: mrr_at_5
value: 34.868
verified: no, type: ndcg_at_1
value: 27.075
verified: no, type: ndcg_at_10
value: 37.317
verified: no, type: ndcg_at_100
value: 43.448
verified: no, type: ndcg_at_1000
value: 45.940999999999995
verified: no, type: ndcg_at_3
value: 32.263
verified: no, type: ndcg_at_5
value: 34.981
verified: no, type: precision_at_1
value: 27.075
verified: no, type: precision_at_10
value: 7.568999999999999
verified: no, type: precision_at_100
value: 1.5650000000000002
verified: no, type: precision_at_1000
value: 0.241
verified: no, type: precision_at_3
value: 15.547
verified: no, type: precision_at_5
value: 11.818
verified: no, type: recall_at_1
value: 21.979000000000003
verified: no, type: recall_at_10
value: 48.522999999999996
verified: no, type: recall_at_100
value: 76.51
verified: no, type: recall_at_1000
value: 92.168
verified: no, type: recall_at_3
value: 34.499
verified: no, type: recall_at_5
value: 41.443999999999996
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackWordpressRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 18.903
verified: no, type: map_at_10
value: 26.473999999999997
verified: no, type: map_at_100
value: 27.576
verified: no, type: map_at_1000
value: 27.677000000000003
verified: no, type: map_at_3
value: 24.244
verified: no, type: map_at_5
value: 25.284000000000002
verified: no, type: mrr_at_1
value: 20.702
verified: no, type: mrr_at_10
value: 28.455000000000002
verified: no, type: mrr_at_100
value: 29.469
verified: no, type: mrr_at_1000
value: 29.537999999999997
verified: no, type: mrr_at_3
value: 26.433
verified: no, type: mrr_at_5
value: 27.283
verified: no, type: ndcg_at_1
value: 20.702
verified: no, type: ndcg_at_10
value: 30.988
verified: no, type: ndcg_at_100
value: 36.358000000000004
verified: no, type: ndcg_at_1000
value: 39.080999999999996
verified: no, type: ndcg_at_3
value: 26.647
verified: no, type: ndcg_at_5
value: 28.253
verified: no, type: precision_at_1
value: 20.702
verified: no, type: precision_at_10
value: 4.972
verified: no, type: precision_at_100
value: 0.823
verified: no, type: precision_at_1000
value: 0.117
verified: no, type: precision_at_3
value: 11.522
verified: no, type: precision_at_5
value: 7.9479999999999995
verified: no, type: recall_at_1
value: 18.903
verified: no, type: recall_at_10
value: 43.004
verified: no, type: recall_at_100
value: 67.42399999999999
verified: no, type: recall_at_1000
value: 87.949
verified: no, type: recall_at_3
value: 31.171
verified: no, type: recall_at_5
value: 35.071000000000005
verified: no, task: type: Retrieval
dataset: type: climate-fever
name: MTEB ClimateFEVER
config: default
split: test
revision: None
metrics: type: map_at_1
value: 12.942
verified: no, type: map_at_10
value: 22.017999999999997
verified: no, type: map_at_100
value: 23.968
verified: no, type: map_at_1000
value: 24.169
verified: no, type: map_at_3
value: 18.282
verified: no, type: map_at_5
value: 20.191
verified: no, type: mrr_at_1
value: 29.121000000000002
verified: no, type: mrr_at_10
value: 40.897
verified: no, type: mrr_at_100
value: 41.787
verified: no, type: mrr_at_1000
value: 41.819
verified: no, type: mrr_at_3
value: 37.535000000000004
verified: no, type: mrr_at_5
value: 39.626
verified: no, type: ndcg_at_1
value: 29.121000000000002
verified: no, type: ndcg_at_10
value: 30.728
verified: no, type: ndcg_at_100
value: 38.231
verified: no, type: ndcg_at_1000
value: 41.735
verified: no, type: ndcg_at_3
value: 25.141000000000002
verified: no, type: ndcg_at_5
value: 27.093
verified: no, type: precision_at_1
value: 29.121000000000002
verified: no, type: precision_at_10
value: 9.674000000000001
verified: no, type: precision_at_100
value: 1.775
verified: no, type: precision_at_1000
value: 0.243
verified: no, type: precision_at_3
value: 18.826999999999998
verified: no, type: precision_at_5
value: 14.515
verified: no, type: recall_at_1
value: 12.942
verified: no, type: recall_at_10
value: 36.692
verified: no, type: recall_at_100
value: 62.688
verified: no, type: recall_at_1000
value: 82.203
verified: no, type: recall_at_3
value: 22.820999999999998
verified: no, type: recall_at_5
value: 28.625
verified: no, task: type: Retrieval
dataset: type: dbpedia-entity
name: MTEB DBPedia
config: default
split: test
revision: None
metrics: type: map_at_1
value: 8.6
verified: no, type: map_at_10
value: 18.672
verified: no, type: map_at_100
value: 27.199
verified: no, type: map_at_1000
value: 29.032999999999998
verified: no, type: map_at_3
value: 13.045000000000002
verified: no, type: map_at_5
value: 15.271
verified: no, type: mrr_at_1
value: 69
verified: no, type: mrr_at_10
value: 75.304
verified: no, type: mrr_at_100
value: 75.68
verified: no, type: mrr_at_1000
value: 75.688
verified: no, type: mrr_at_3
value: 73.708
verified: no, type: mrr_at_5
value: 74.333
verified: no, type: ndcg_at_1
value: 56.25
verified: no, type: ndcg_at_10
value: 40.741
verified: no, type: ndcg_at_100
value: 45.933
verified: no, type: ndcg_at_1000
value: 53.764
verified: no, type: ndcg_at_3
value: 44.664
verified: no, type: ndcg_at_5
value: 42.104
verified: no, type: precision_at_1
value: 69
verified: no, type: precision_at_10
value: 33
verified: no, type: precision_at_100
value: 10.75
verified: no, type: precision_at_1000
value: 2.1999999999999997
verified: no, type: precision_at_3
value: 48.167
verified: no, type: precision_at_5
value: 41.099999999999994
verified: no, type: recall_at_1
value: 8.6
verified: no, type: recall_at_10
value: 24.447
verified: no, type: recall_at_100
value: 52.697
verified: no, type: recall_at_1000
value: 77.717
verified: no, type: recall_at_3
value: 14.13
verified: no, type: recall_at_5
value: 17.485999999999997
verified: no, task: type: Classification
dataset: type: mteb/emotion
name: MTEB EmotionClassification
config: default
split: test
revision: 4f58c6b202a23cf9a4da393831edf4f9183cad37
metrics: type: accuracy
value: 49.32
verified: no, type: f1
value: 43.92815810776849
verified: no, task: type: Retrieval
dataset: type: fever
name: MTEB FEVER
config: default
split: test
revision: None
metrics: type: map_at_1
value: 68.987
verified: no, type: map_at_10
value: 78.025
verified: no, type: map_at_100
value: 78.28500000000001
verified: no, type: map_at_1000
value: 78.3
verified: no, type: map_at_3
value: 76.735
verified: no, type: map_at_5
value: 77.558
verified: no, type: mrr_at_1
value: 74.482
verified: no, type: mrr_at_10
value: 82.673
verified: no, type: mrr_at_100
value: 82.799
verified: no, type: mrr_at_1000
value: 82.804
verified: no, type: mrr_at_3
value: 81.661
verified: no, type: mrr_at_5
value: 82.369
verified: no, type: ndcg_at_1
value: 74.482
verified: no, type: ndcg_at_10
value: 82.238
verified: no, type: ndcg_at_100
value: 83.245
verified: no, type: ndcg_at_1000
value: 83.557
verified: no, type: ndcg_at_3
value: 80.066
verified: no, type: ndcg_at_5
value: 81.316
verified: no, type: precision_at_1
value: 74.482
verified: no, type: precision_at_10
value: 10.006
verified: no, type: precision_at_100
value: 1.0699999999999998
verified: no, type: precision_at_1000
value: 0.11100000000000002
verified: no, type: precision_at_3
value: 30.808000000000003
verified: no, type: precision_at_5
value: 19.256
verified: no, type: recall_at_1
value: 68.987
verified: no, type: recall_at_10
value: 90.646
verified: no, type: recall_at_100
value: 94.85900000000001
verified: no, type: recall_at_1000
value: 96.979
verified: no, type: recall_at_3
value: 84.76599999999999
verified: no, type: recall_at_5
value: 87.929
verified: no, task: type: Retrieval
dataset: type: fiqa
name: MTEB FiQA2018
config: default
split: test
revision: None
metrics: type: map_at_1
value: 20.3
verified: no, type: map_at_10
value: 33.499
verified: no, type: map_at_100
value: 35.510000000000005
verified: no, type: map_at_1000
value: 35.693999999999996
verified: no, type: map_at_3
value: 29.083
verified: no, type: map_at_5
value: 31.367
verified: no, type: mrr_at_1
value: 39.660000000000004
verified: no, type: mrr_at_10
value: 49.517
verified: no, type: mrr_at_100
value: 50.18899999999999
verified: no, type: mrr_at_1000
value: 50.224000000000004
verified: no, type: mrr_at_3
value: 46.965
verified: no, type: mrr_at_5
value: 48.184
verified: no, type: ndcg_at_1
value: 39.660000000000004
verified: no, type: ndcg_at_10
value: 41.75
verified: no, type: ndcg_at_100
value: 48.477
verified: no, type: ndcg_at_1000
value: 51.373999999999995
verified: no, type: ndcg_at_3
value: 37.532
verified: no, type: ndcg_at_5
value: 38.564
verified: no, type: precision_at_1
value: 39.660000000000004
verified: no, type: precision_at_10
value: 11.774999999999999
verified: no, type: precision_at_100
value: 1.883
verified: no, type: precision_at_1000
value: 0.23900000000000002
verified: no, type: precision_at_3
value: 25.102999999999998
verified: no, type: precision_at_5
value: 18.395
verified: no, type: recall_at_1
value: 20.3
verified: no, type: recall_at_10
value: 49.633
verified: no, type: recall_at_100
value: 73.932
verified: no, type: recall_at_1000
value: 91.174
verified: no, type: recall_at_3
value: 34.516999999999996
verified: no, type: recall_at_5
value: 40.217000000000006
verified: no, task: type: Retrieval
dataset: type: hotpotqa
name: MTEB HotpotQA
config: default
split: test
revision: None
metrics: type: map_at_1
value: 34.699999999999996
verified: no, type: map_at_10
value: 54.400000000000006
verified: no, type: map_at_100
value: 55.45
verified: no, type: map_at_1000
value: 55.525999999999996
verified: no, type: map_at_3
value: 50.99
verified: no, type: map_at_5
value: 53.054
verified: no, type: mrr_at_1
value: 69.399
verified: no, type: mrr_at_10
value: 76.454
verified: no, type: mrr_at_100
value: 76.771
verified: no, type: mrr_at_1000
value: 76.783
verified: no, type: mrr_at_3
value: 75.179
verified: no, type: mrr_at_5
value: 75.978
verified: no, type: ndcg_at_1
value: 69.399
verified: no, type: ndcg_at_10
value: 63.001
verified: no, type: ndcg_at_100
value: 66.842
verified: no, type: ndcg_at_1000
value: 68.33500000000001
verified: no, type: ndcg_at_3
value: 57.961
verified: no, type: ndcg_at_5
value: 60.67700000000001
verified: no, type: precision_at_1
value: 69.399
verified: no, type: precision_at_10
value: 13.4
verified: no, type: precision_at_100
value: 1.6420000000000001
verified: no, type: precision_at_1000
value: 0.184
verified: no, type: precision_at_3
value: 37.218
verified: no, type: precision_at_5
value: 24.478
verified: no, type: recall_at_1
value: 34.699999999999996
verified: no, type: recall_at_10
value: 67.002
verified: no, type: recall_at_100
value: 82.113
verified: no, type: recall_at_1000
value: 91.945
verified: no, type: recall_at_3
value: 55.827000000000005
verified: no, type: recall_at_5
value: 61.195
verified: no, task: type: Classification
dataset: type: mteb/imdb
name: MTEB ImdbClassification
config: default
split: test
revision: 3d86128a09e091d6018b6d26cad27f2739fc2db7
metrics: type: accuracy
value: 90.40480000000001
verified: no, type: ap
value: 86.34472513785936
verified: no, type: f1
value: 90.3766943422773
verified: no, task: type: Retrieval
dataset: type: msmarco
name: MTEB MSMARCO
config: default
split: dev
revision: None
metrics: type: map_at_1
value: 19.796
verified: no, type: map_at_10
value: 31.344
verified: no, type: map_at_100
value: 32.525999999999996
verified: no, type: map_at_1000
value: 32.582
verified: no, type: map_at_3
value: 27.514
verified: no, type: map_at_5
value: 29.683
verified: no, type: mrr_at_1
value: 20.358
verified: no, type: mrr_at_10
value: 31.924999999999997
verified: no, type: mrr_at_100
value: 33.056000000000004
verified: no, type: mrr_at_1000
value: 33.105000000000004
verified: no, type: mrr_at_3
value: 28.149
verified: no, type: mrr_at_5
value: 30.303
verified: no, type: ndcg_at_1
value: 20.372
verified: no, type: ndcg_at_10
value: 38.025999999999996
verified: no, type: ndcg_at_100
value: 43.813
verified: no, type: ndcg_at_1000
value: 45.21
verified: no, type: ndcg_at_3
value: 30.218
verified: no, type: ndcg_at_5
value: 34.088
verified: no, type: precision_at_1
value: 20.372
verified: no, type: precision_at_10
value: 6.123
verified: no, type: precision_at_100
value: 0.903
verified: no, type: precision_at_1000
value: 0.10200000000000001
verified: no, type: precision_at_3
value: 12.918
verified: no, type: precision_at_5
value: 9.702
verified: no, type: recall_at_1
value: 19.796
verified: no, type: recall_at_10
value: 58.644
verified: no, type: recall_at_100
value: 85.611
verified: no, type: recall_at_1000
value: 96.314
verified: no, type: recall_at_3
value: 37.419999999999995
verified: no, type: recall_at_5
value: 46.697
verified: no, task: type: Classification
dataset: type: mteb/mtop_domain
name: MTEB MTOPDomainClassification (en)
config: en
split: test
revision: d80d48c1eb48d3562165c59d59d0034df9fff0bf
metrics: type: accuracy
value: 93.0984952120383
verified: no, type: f1
value: 92.9409029889071
verified: no, task: type: Classification
dataset: type: mteb/mtop_intent
name: MTEB MTOPIntentClassification (en)
config: en
split: test
revision: ae001d0e6b1228650b7bd1c2c65fb50ad11a8aba
metrics: type: accuracy
value: 73.24441404468764
verified: no, type: f1
value: 54.66568676132254
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: 73.86684599865501
verified: no, type: f1
value: 72.16086061041996
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: 78.16745124411568
verified: no, type: f1
value: 78.76361933295068
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: 33.66329421728342
verified: no, task: type: Clustering
dataset: type: mteb/medrxiv-clustering-s2s
name: MTEB MedrxivClusteringS2S
config: default
split: test
revision: 35191c8c0dca72d8ff3efcd72aa802307d469663
metrics: type: v_measure
value: 32.21637418682758
verified: no, task: type: Reranking
dataset: type: mteb/mind_small
name: MTEB MindSmallReranking
config: default
split: test
revision: 3bdac13927fdc888b903db93b2ffdbd90b295a69
metrics: type: map
value: 31.85308363141191
verified: no, type: mrr
value: 33.06713899953772
verified: no, task: type: Retrieval
dataset: type: nfcorpus
name: MTEB NFCorpus
config: default
split: test
revision: None
metrics: type: map_at_1
value: 6.392
verified: no, type: map_at_10
value: 14.539
verified: no, type: map_at_100
value: 18.811
verified: no, type: map_at_1000
value: 20.471
verified: no, type: map_at_3
value: 10.26
verified: no, type: map_at_5
value: 12.224
verified: no, type: mrr_at_1
value: 46.749
verified: no, type: mrr_at_10
value: 55.72200000000001
verified: no, type: mrr_at_100
value: 56.325
verified: no, type: mrr_at_1000
value: 56.35
verified: no, type: mrr_at_3
value: 53.30200000000001
verified: no, type: mrr_at_5
value: 54.742000000000004
verified: no, type: ndcg_at_1
value: 44.891999999999996
verified: no, type: ndcg_at_10
value: 37.355
verified: no, type: ndcg_at_100
value: 35.285
verified: no, type: ndcg_at_1000
value: 44.246
verified: no, type: ndcg_at_3
value: 41.291
verified: no, type: ndcg_at_5
value: 39.952
verified: no, type: precision_at_1
value: 46.749
verified: no, type: precision_at_10
value: 28.111000000000004
verified: no, type: precision_at_100
value: 9.127
verified: no, type: precision_at_1000
value: 2.23
verified: no, type: precision_at_3
value: 38.803
verified: no, type: precision_at_5
value: 35.046
verified: no, type: recall_at_1
value: 6.392
verified: no, type: recall_at_10
value: 19.066
verified: no, type: recall_at_100
value: 37.105
verified: no, type: recall_at_1000
value: 69.37299999999999
verified: no, type: recall_at_3
value: 11.213
verified: no, type: recall_at_5
value: 14.648
verified: no, task: type: Retrieval
dataset: type: nq
name: MTEB NQ
config: default
split: test
revision: None
metrics: type: map_at_1
value: 31.387999999999998
verified: no, type: map_at_10
value: 47.172
verified: no, type: map_at_100
value: 48.158
verified: no, type: map_at_1000
value: 48.186
verified: no, type: map_at_3
value: 42.952
verified: no, type: map_at_5
value: 45.405
verified: no, type: mrr_at_1
value: 35.458
verified: no, type: mrr_at_10
value: 49.583
verified: no, type: mrr_at_100
value: 50.324999999999996
verified: no, type: mrr_at_1000
value: 50.344
verified: no, type: mrr_at_3
value: 46.195
verified: no, type: mrr_at_5
value: 48.258
verified: no, type: ndcg_at_1
value: 35.458
verified: no, type: ndcg_at_10
value: 54.839000000000006
verified: no, type: ndcg_at_100
value: 58.974000000000004
verified: no, type: ndcg_at_1000
value: 59.64699999999999
verified: no, type: ndcg_at_3
value: 47.012
verified: no, type: ndcg_at_5
value: 51.080999999999996
verified: no, type: precision_at_1
value: 35.458
verified: no, type: precision_at_10
value: 9.056000000000001
verified: no, type: precision_at_100
value: 1.137
verified: no, type: precision_at_1000
value: 0.12
verified: no, type: precision_at_3
value: 21.582
verified: no, type: precision_at_5
value: 15.295
verified: no, type: recall_at_1
value: 31.387999999999998
verified: no, type: recall_at_10
value: 75.661
verified: no, type: recall_at_100
value: 93.605
verified: no, type: recall_at_1000
value: 98.658
verified: no, type: recall_at_3
value: 55.492
verified: no, type: recall_at_5
value: 64.85600000000001
verified: no, task: type: Retrieval
dataset: type: quora
name: MTEB QuoraRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 70.547
verified: no, type: map_at_10
value: 84.495
verified: no, type: map_at_100
value: 85.14
verified: no, type: map_at_1000
value: 85.15599999999999
verified: no, type: map_at_3
value: 81.606
verified: no, type: map_at_5
value: 83.449
verified: no, type: mrr_at_1
value: 81.22
verified: no, type: mrr_at_10
value: 87.31
verified: no, type: mrr_at_100
value: 87.436
verified: no, type: mrr_at_1000
value: 87.437
verified: no, type: mrr_at_3
value: 86.363
verified: no, type: mrr_at_5
value: 87.06
verified: no, type: ndcg_at_1
value: 81.24
verified: no, type: ndcg_at_10
value: 88.145
verified: no, type: ndcg_at_100
value: 89.423
verified: no, type: ndcg_at_1000
value: 89.52799999999999
verified: no, type: ndcg_at_3
value: 85.435
verified: no, type: ndcg_at_5
value: 87
verified: no, type: precision_at_1
value: 81.24
verified: no, type: precision_at_10
value: 13.381000000000002
verified: no, type: precision_at_100
value: 1.529
verified: no, type: precision_at_1000
value: 0.157
verified: no, type: precision_at_3
value: 37.44
verified: no, type: precision_at_5
value: 24.62
verified: no, type: recall_at_1
value: 70.547
verified: no, type: recall_at_10
value: 95.083
verified: no, type: recall_at_100
value: 99.50099999999999
verified: no, type: recall_at_1000
value: 99.982
verified: no, type: recall_at_3
value: 87.235
verified: no, type: recall_at_5
value: 91.701
verified: no, task: type: Clustering
dataset: type: mteb/reddit-clustering
name: MTEB RedditClustering
config: default
split: test
revision: 24640382cdbf8abc73003fb0fa6d111a705499eb
metrics: type: v_measure
value: 57.93101384071724
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: 62.46951126228829
verified: no, task: type: Retrieval
dataset: type: scidocs
name: MTEB SCIDOCS
config: default
split: test
revision: None
metrics: type: map_at_1
value: 5.018000000000001
verified: no, type: map_at_10
value: 13.818
verified: no, type: map_at_100
value: 16.346
verified: no, type: map_at_1000
value: 16.744999999999997
verified: no, type: map_at_3
value: 9.456000000000001
verified: no, type: map_at_5
value: 11.879000000000001
verified: no, type: mrr_at_1
value: 24.8
verified: no, type: mrr_at_10
value: 37.092000000000006
verified: no, type: mrr_at_100
value: 38.199
verified: no, type: mrr_at_1000
value: 38.243
verified: no, type: mrr_at_3
value: 33.517
verified: no, type: mrr_at_5
value: 35.692
verified: no, type: ndcg_at_1
value: 24.8
verified: no, type: ndcg_at_10
value: 22.782
verified: no, type: ndcg_at_100
value: 32.072
verified: no, type: ndcg_at_1000
value: 38.163000000000004
verified: no, type: ndcg_at_3
value: 21.046
verified: no, type: ndcg_at_5
value: 19.134
verified: no, type: precision_at_1
value: 24.8
verified: no, type: precision_at_10
value: 12
verified: no, type: precision_at_100
value: 2.5420000000000003
verified: no, type: precision_at_1000
value: 0.39899999999999997
verified: no, type: precision_at_3
value: 20
verified: no, type: precision_at_5
value: 17.4
verified: no, type: recall_at_1
value: 5.018000000000001
verified: no, type: recall_at_10
value: 24.34
verified: no, type: recall_at_100
value: 51.613
verified: no, type: recall_at_1000
value: 80.95
verified: no, type: recall_at_3
value: 12.153
verified: no, type: recall_at_5
value: 17.648
verified: no, task: type: STS
dataset: type: mteb/sickr-sts
name: MTEB SICK-R
config: default
split: test
revision: a6ea5a8cab320b040a23452cc28066d9beae2cee
metrics: type: cos_sim_pearson
value: 86.28259142800503
verified: no, type: cos_sim_spearman
value: 82.04792579356291
verified: no, type: euclidean_pearson
value: 83.7755858026306
verified: no, type: euclidean_spearman
value: 82.04789872846196
verified: no, type: manhattan_pearson
value: 83.79937122515567
verified: no, type: manhattan_spearman
value: 82.05076966288574
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: 87.37773414195387
verified: no, type: cos_sim_spearman
value: 78.76929696642694
verified: no, type: euclidean_pearson
value: 85.75861298616339
verified: no, type: euclidean_spearman
value: 78.76607739031363
verified: no, type: manhattan_pearson
value: 85.74412868736295
verified: no, type: manhattan_spearman
value: 78.74388526796852
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: 89.6176449076649
verified: no, type: cos_sim_spearman
value: 90.39810997063387
verified: no, type: euclidean_pearson
value: 89.753863994154
verified: no, type: euclidean_spearman
value: 90.39810989027997
verified: no, type: manhattan_pearson
value: 89.67750819879801
verified: no, type: manhattan_spearman
value: 90.3286558059104
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: 87.7488246203373
verified: no, type: cos_sim_spearman
value: 85.44794976383963
verified: no, type: euclidean_pearson
value: 87.33205836313964
verified: no, type: euclidean_spearman
value: 85.44793954377185
verified: no, type: manhattan_pearson
value: 87.30760291906203
verified: no, type: manhattan_spearman
value: 85.4308413187653
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: 88.6937750952719
verified: no, type: cos_sim_spearman
value: 90.01162604967037
verified: no, type: euclidean_pearson
value: 89.35321306629116
verified: no, type: euclidean_spearman
value: 90.01161406477627
verified: no, type: manhattan_pearson
value: 89.31351907042307
verified: no, type: manhattan_spearman
value: 89.97264644642166
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: 85.49107564294891
verified: no, type: cos_sim_spearman
value: 87.42092493144571
verified: no, type: euclidean_pearson
value: 86.88112016705634
verified: no, type: euclidean_spearman
value: 87.42092430260175
verified: no, type: manhattan_pearson
value: 86.85846210123235
verified: no, type: manhattan_spearman
value: 87.40059575522972
verified: no, task: type: STS
dataset: type: mteb/sts17-crosslingual-sts
name: MTEB STS17 (en-en)
config: en-en
split: test
revision: af5e6fb845001ecf41f4c1e033ce921939a2a68d
metrics: type: cos_sim_pearson
value: 88.71766466521638
verified: no, type: cos_sim_spearman
value: 88.80244555668372
verified: no, type: euclidean_pearson
value: 89.59428700746064
verified: no, type: euclidean_spearman
value: 88.80244555668372
verified: no, type: manhattan_pearson
value: 89.62272396580352
verified: no, type: manhattan_spearman
value: 88.77584531534937
verified: no, task: type: STS
dataset: type: mteb/sts22-crosslingual-sts
name: MTEB STS22 (en)
config: en
split: test
revision: 6d1ba47164174a496b7fa5d3569dae26a6813b80
metrics: type: cos_sim_pearson
value: 67.7743776239708
verified: no, type: cos_sim_spearman
value: 68.79768249749681
verified: no, type: euclidean_pearson
value: 70.16430919697441
verified: no, type: euclidean_spearman
value: 68.79768249749681
verified: no, type: manhattan_pearson
value: 70.17205038967042
verified: no, type: manhattan_spearman
value: 68.89740094589914
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: 86.9087137484716
verified: no, type: cos_sim_spearman
value: 89.19783009521629
verified: no, type: euclidean_pearson
value: 88.89888500166009
verified: no, type: euclidean_spearman
value: 89.19783009521629
verified: no, type: manhattan_pearson
value: 88.88400033783687
verified: no, type: manhattan_spearman
value: 89.16299162200889
verified: no, task: type: Reranking
dataset: type: mteb/scidocs-reranking
name: MTEB SciDocsRR
config: default
split: test
revision: d3c5e1fc0b855ab6097bf1cda04dd73947d7caab
metrics: type: map
value: 86.9799916253683
verified: no, type: mrr
value: 96.0708200659181
verified: no, task: type: Retrieval
dataset: type: scifact
name: MTEB SciFact
config: default
split: test
revision: None
metrics: type: map_at_1
value: 59.928000000000004
verified: no, type: map_at_10
value: 69.56400000000001
verified: no, type: map_at_100
value: 70.125
verified: no, type: map_at_1000
value: 70.148
verified: no, type: map_at_3
value: 66.774
verified: no, type: map_at_5
value: 68.267
verified: no, type: mrr_at_1
value: 62.666999999999994
verified: no, type: mrr_at_10
value: 70.448
verified: no, type: mrr_at_100
value: 70.94
verified: no, type: mrr_at_1000
value: 70.962
verified: no, type: mrr_at_3
value: 68.389
verified: no, type: mrr_at_5
value: 69.65599999999999
verified: no, type: ndcg_at_1
value: 62.666999999999994
verified: no, type: ndcg_at_10
value: 74.117
verified: no, type: ndcg_at_100
value: 76.248
verified: no, type: ndcg_at_1000
value: 76.768
verified: no, type: ndcg_at_3
value: 69.358
verified: no, type: ndcg_at_5
value: 71.574
verified: no, type: precision_at_1
value: 62.666999999999994
verified: no, type: precision_at_10
value: 9.933
verified: no, type: precision_at_100
value: 1.09
verified: no, type: precision_at_1000
value: 0.11299999999999999
verified: no, type: precision_at_3
value: 27.222
verified: no, type: precision_at_5
value: 17.867
verified: no, type: recall_at_1
value: 59.928000000000004
verified: no, type: recall_at_10
value: 87.156
verified: no, type: recall_at_100
value: 96.167
verified: no, type: recall_at_1000
value: 100
verified: no, type: recall_at_3
value: 74.117
verified: no, type: recall_at_5
value: 79.80000000000001
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: 99.83762376237624
verified: no, type: cos_sim_ap
value: 96.05077689253707
verified: no, type: cos_sim_f1
value: 91.75879396984925
verified: no, type: cos_sim_precision
value: 92.22222222222223
verified: no, type: cos_sim_recall
value: 91.3
verified: no, type: dot_accuracy
value: 99.83762376237624
verified: no, type: dot_ap
value: 96.05082513542375
verified: no, type: dot_f1
value: 91.75879396984925
verified: no, type: dot_precision
value: 92.22222222222223
verified: no, type: dot_recall
value: 91.3
verified: no, type: euclidean_accuracy
value: 99.83762376237624
verified: no, type: euclidean_ap
value: 96.05077689253707
verified: no, type: euclidean_f1
value: 91.75879396984925
verified: no, type: euclidean_precision
value: 92.22222222222223
verified: no, type: euclidean_recall
value: 91.3
verified: no, type: manhattan_accuracy
value: 99.83861386138614
verified: no, type: manhattan_ap
value: 96.07646831090695
verified: no, type: manhattan_f1
value: 91.86220668996505
verified: no, type: manhattan_precision
value: 91.72482552342971
verified: no, type: manhattan_recall
value: 92
verified: no, type: max_accuracy
value: 99.83861386138614
verified: no, type: max_ap
value: 96.07646831090695
verified: no, type: max_f1
value: 91.86220668996505
verified: no, task: type: Clustering
dataset: type: mteb/stackexchange-clustering
name: MTEB StackExchangeClustering
config: default
split: test
revision: 6cbc1f7b2bc0622f2e39d2c77fa502909748c259
metrics: type: v_measure
value: 66.40672513062134
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: 35.31519237029376
verified: no, task: type: Reranking
dataset: type: mteb/stackoverflowdupquestions-reranking
name: MTEB StackOverflowDupQuestions
config: default
split: test
revision: e185fbe320c72810689fc5848eb6114e1ef5ec69
metrics: type: map
value: 53.15764586446943
verified: no, type: mrr
value: 53.981596426449364
verified: no, task: type: Summarization
dataset: type: mteb/summeval
name: MTEB SummEval
config: default
split: test
revision: cda12ad7615edc362dbf25a00fdd61d3b1eaf93c
metrics: type: cos_sim_pearson
value: 30.92935724124931
verified: no, type: cos_sim_spearman
value: 31.54589922149803
verified: no, type: dot_pearson
value: 30.929365687857675
verified: no, type: dot_spearman
value: 31.54589922149803
verified: no, task: type: Retrieval
dataset: type: trec-covid
name: MTEB TRECCOVID
config: default
split: test
revision: None
metrics: type: map_at_1
value: 0.22100000000000003
verified: no, type: map_at_10
value: 1.791
verified: no, type: map_at_100
value: 9.404
verified: no, type: map_at_1000
value: 22.932
verified: no, type: map_at_3
value: 0.601
verified: no, type: map_at_5
value: 1.001
verified: no, type: mrr_at_1
value: 76
verified: no, type: mrr_at_10
value: 85.667
verified: no, type: mrr_at_100
value: 85.667
verified: no, type: mrr_at_1000
value: 85.667
verified: no, type: mrr_at_3
value: 84.667
verified: no, type: mrr_at_5
value: 85.667
verified: no, type: ndcg_at_1
value: 72
verified: no, type: ndcg_at_10
value: 68.637
verified: no, type: ndcg_at_100
value: 51.418
verified: no, type: ndcg_at_1000
value: 47.75
verified: no, type: ndcg_at_3
value: 70.765
verified: no, type: ndcg_at_5
value: 71.808
verified: no, type: precision_at_1
value: 76
verified: no, type: precision_at_10
value: 73.8
verified: no, type: precision_at_100
value: 52.68000000000001
verified: no, type: precision_at_1000
value: 20.9
verified: no, type: precision_at_3
value: 74.667
verified: no, type: precision_at_5
value: 78
verified: no, type: recall_at_1
value: 0.22100000000000003
verified: no, type: recall_at_10
value: 2.027
verified: no, type: recall_at_100
value: 12.831000000000001
verified: no, type: recall_at_1000
value: 44.996
verified: no, type: recall_at_3
value: 0.635
verified: no, type: recall_at_5
value: 1.097
verified: no, task: type: Retrieval
dataset: type: webis-touche2020
name: MTEB Touche2020
config: default
split: test
revision: None
metrics: type: map_at_1
value: 2.289
verified: no, type: map_at_10
value: 10.475
verified: no, type: map_at_100
value: 16.993
verified: no, type: map_at_1000
value: 18.598
verified: no, type: map_at_3
value: 5.891
verified: no, type: map_at_5
value: 7.678999999999999
verified: no, type: mrr_at_1
value: 32.653
verified: no, type: mrr_at_10
value: 49.475
verified: no, type: mrr_at_100
value: 50.483
verified: no, type: mrr_at_1000
value: 50.499
verified: no, type: mrr_at_3
value: 45.918
verified: no, type: mrr_at_5
value: 48.469
verified: no, type: ndcg_at_1
value: 29.592000000000002
verified: no, type: ndcg_at_10
value: 25.891
verified: no, type: ndcg_at_100
value: 38.106
verified: no, type: ndcg_at_1000
value: 49.873
verified: no, type: ndcg_at_3
value: 29.915999999999997
verified: no, type: ndcg_at_5
value: 27.982000000000003
verified: no, type: precision_at_1
value: 32.653
verified: no, type: precision_at_10
value: 22.448999999999998
verified: no, type: precision_at_100
value: 7.837
verified: no, type: precision_at_1000
value: 1.5730000000000002
verified: no, type: precision_at_3
value: 31.293
verified: no, type: precision_at_5
value: 27.755000000000003
verified: no, type: recall_at_1
value: 2.289
verified: no, type: recall_at_10
value: 16.594
verified: no, type: recall_at_100
value: 48.619
verified: no, type: recall_at_1000
value: 85.467
verified: no, type: recall_at_3
value: 7.144
verified: no, type: recall_at_5
value: 10.465
verified: no, task: type: Classification
dataset: type: mteb/toxic_conversations_50k
name: MTEB ToxicConversationsClassification
config: default
split: test
revision: d7c0de2777da35d6aae2200a62c6e0e5af397c4c
metrics: type: accuracy
value: 71.5268
verified: no, type: ap
value: 14.763212211567907
verified: no, type: f1
value: 55.200562727472736
verified: no, task: type: Classification
dataset: type: mteb/tweet_sentiment_extraction
name: MTEB TweetSentimentExtractionClassification
config: default
split: test
revision: d604517c81ca91fe16a244d1248fc021f9ecee7a
metrics: type: accuracy
value: 59.25297113752123
verified: no, type: f1
value: 59.55315247947331
verified: no, task: type: Clustering
dataset: type: mteb/twentynewsgroups-clustering
name: MTEB TwentyNewsgroupsClustering
config: default
split: test
revision: 6125ec4e24fa026cec8a478383ee943acfbd5449
metrics: type: v_measure
value: 51.47685515092062
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: 86.73183525064076
verified: no, type: cos_sim_ap
value: 76.08498196190112
verified: no, type: cos_sim_f1
value: 69.4834471209584
verified: no, type: cos_sim_precision
value: 67.88321167883211
verified: no, type: cos_sim_recall
value: 71.16094986807387
verified: no, type: dot_accuracy
value: 86.73183525064076
verified: no, type: dot_ap
value: 76.08503499590553
verified: no, type: dot_f1
value: 69.4834471209584
verified: no, type: dot_precision
value: 67.88321167883211
verified: no, type: dot_recall
value: 71.16094986807387
verified: no, type: euclidean_accuracy
value: 86.73183525064076
verified: no, type: euclidean_ap
value: 76.08500172594562
verified: no, type: euclidean_f1
value: 69.4834471209584
verified: no, type: euclidean_precision
value: 67.88321167883211
verified: no, type: euclidean_recall
value: 71.16094986807387
verified: no, type: manhattan_accuracy
value: 86.6960720033379
verified: no, type: manhattan_ap
value: 76.00885156192993
verified: no, type: manhattan_f1
value: 69.24488725747247
verified: no, type: manhattan_precision
value: 68.8118811881188
verified: no, type: manhattan_recall
value: 69.68337730870712
verified: no, type: max_accuracy
value: 86.73183525064076
verified: no, type: max_ap
value: 76.08503499590553
verified: no, type: max_f1
value: 69.4834471209584
verified: no, task: type: PairClassification
dataset: type: mteb/twitterurlcorpus-pairclassification
name: MTEB TwitterURLCorpus
config: default
split: test
revision: 8b6510b0b1fa4e4c4f879467980e9be563ec1cdf
metrics: type: cos_sim_accuracy
value: 88.74529436876625
verified: no, type: cos_sim_ap
value: 85.53503158777171
verified: no, type: cos_sim_f1
value: 77.68167368965773
verified: no, type: cos_sim_precision
value: 74.70496232048912
verified: no, type: cos_sim_recall
value: 80.9054511857099
verified: no, type: dot_accuracy
value: 88.74529436876625
verified: no, type: dot_ap
value: 85.5350158446314
verified: no, type: dot_f1
value: 77.68167368965773
verified: no, type: dot_precision
value: 74.70496232048912
verified: no, type: dot_recall
value: 80.9054511857099
verified: no, type: euclidean_accuracy
value: 88.74529436876625
verified: no, type: euclidean_ap
value: 85.53503846009764
verified: no, type: euclidean_f1
value: 77.68167368965773
verified: no, type: euclidean_precision
value: 74.70496232048912
verified: no, type: euclidean_recall
value: 80.9054511857099
verified: no, type: manhattan_accuracy
value: 88.73753250281368
verified: no, type: manhattan_ap
value: 85.53197689629393
verified: no, type: manhattan_f1
value: 77.58753437213566
verified: no, type: manhattan_precision
value: 74.06033456988871
verified: no, type: manhattan_recall
value: 81.46750846935633
verified: no, type: max_accuracy
value: 88.74529436876625
verified: no, type: max_ap
value: 85.53503846009764
verified: no, type: max_f1
value: 77.68167368965773
verified: no
license: apache-2.0
language: en
library_name: sentence-transformers
Likes: 40 | All-time downloads: 140774
Created: 2024-03-04 11:17:53