Model: lightonai/modernbert-embed-large
Author: lightonai
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, onnx, safetensors, modernbert, feature-extraction, sentence-similarity, mteb, transformers.js, en, arxiv:2402.01613, arxiv:2412.13663, base_model:answerdotai/ModernBERT-large, base_model:quantized:answerdotai/ModernBERT-large, license:apache-2.0, model-index, text-embeddings-inference, endpoints_compatible, deploy:azure, region:us
Base models (quantized): id: answerdotai/ModernBERT-large
Card metadata: pipeline_tag: sentence-similarity
tags: sentence-transformers, feature-extraction, sentence-similarity, mteb, transformers.js
model-index: name: modernbert-embed-large
results: task: type: Classification
dataset: type: None
name: MTEB AmazonCounterfactualClassification (en)
config: en
split: test
revision: e8379541af4e31359cca9fbcf4b00f2671dba205
metrics: type: accuracy
value: 76.7910447761194
verified: no, type: ap
value: 39.79562424828666
verified: no, type: f1
value: 70.69575548517653
verified: no, task: type: Classification
dataset: type: None
name: MTEB AmazonPolarityClassification
config: default
split: test
revision: e2d317d38cd51312af73b3d32a06d1a08b442046
metrics: type: accuracy
value: 94.19505000000001
verified: no, type: ap
value: 91.75071069741077
verified: no, type: f1
value: 94.19151001437368
verified: no, task: type: Classification
dataset: type: None
name: MTEB AmazonReviewsClassification (en)
config: en
split: test
revision: 1399c76144fd37290681b995c656ef9b2e06e26d
metrics: type: accuracy
value: 47.664
verified: no, type: f1
value: 46.932904638602466
verified: no, task: type: Retrieval
dataset: type: None
name: MTEB ArguAna
config: default
split: test
revision: c22ab2a51041ffd869aaddef7af8d8215647e41a
metrics: type: map_at_1
value: 25.178
verified: no, type: map_at_10
value: 41.088
verified: no, type: map_at_100
value: 42.143
verified: no, type: map_at_1000
value: 42.152
verified: no, type: map_at_20
value: 41.946
verified: no, type: map_at_3
value: 36.048
verified: no, type: map_at_5
value: 38.619
verified: no, type: mrr_at_1
value: 25.533
verified: no, type: mrr_at_10
value: 41.238
verified: no, type: mrr_at_100
value: 42.293
verified: no, type: mrr_at_1000
value: 42.302
verified: no, type: mrr_at_20
value: 42.096000000000004
verified: no, type: mrr_at_3
value: 36.260999999999996
verified: no, type: mrr_at_5
value: 38.797
verified: no, type: ndcg_at_1
value: 25.178
verified: no, type: ndcg_at_10
value: 50.352
verified: no, type: ndcg_at_100
value: 54.583000000000006
verified: no, type: ndcg_at_1000
value: 54.797
verified: no, type: ndcg_at_20
value: 53.36
verified: no, type: ndcg_at_3
value: 39.781
verified: no, type: ndcg_at_5
value: 44.412
verified: no, type: precision_at_1
value: 25.178
verified: no, type: precision_at_10
value: 8.016
verified: no, type: precision_at_100
value: 0.98
verified: no, type: precision_at_1000
value: 0.1
verified: no, type: precision_at_20
value: 4.591
verified: no, type: precision_at_3
value: 16.88
verified: no, type: precision_at_5
value: 12.376
verified: no, type: recall_at_1
value: 25.178
verified: no, type: recall_at_10
value: 80.156
verified: no, type: recall_at_100
value: 98.009
verified: no, type: recall_at_1000
value: 99.644
verified: no, type: recall_at_20
value: 91.821
verified: no, type: recall_at_3
value: 50.63999999999999
verified: no, type: recall_at_5
value: 61.878
verified: no, task: type: Clustering
dataset: type: None
name: MTEB ArxivClusteringP2P
config: default
split: test
revision: a122ad7f3f0291bf49cc6f4d32aa80929df69d5d
metrics: type: v_measure
value: 47.800803622189214
verified: no, type: v_measures
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verified: no, task: type: Clustering
dataset: type: None
name: MTEB ArxivClusteringS2S
config: default
split: test
revision: f910caf1a6075f7329cdf8c1a6135696f37dbd53
metrics: type: v_measure
value: 39.46617889287484
verified: no, type: v_measures
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verified: no, task: type: Reranking
dataset: type: None
name: MTEB AskUbuntuDupQuestions
config: default
split: test
revision: 2000358ca161889fa9c082cb41daa8dcfb161a54
metrics: type: map
value: 63.213756562834234
verified: no, type: mrr
value: 76.76493866244557
verified: no, task: type: STS
dataset: type: None
name: MTEB BIOSSES
config: default
split: test
revision: d3fb88f8f02e40887cd149695127462bbcf29b4a
metrics: type: cos_sim_pearson
value: 87.90977143141957
verified: no, type: cos_sim_spearman
value: 87.47729443431557
verified: no, type: euclidean_pearson
value: 86.45663786393041
verified: no, type: euclidean_spearman
value: 86.31461733951959
verified: no, type: manhattan_pearson
value: 85.94280510342506
verified: no, type: manhattan_spearman
value: 85.61158927235539
verified: no, task: type: Classification
dataset: type: None
name: MTEB Banking77Classification
config: default
split: test
revision: 0fd18e25b25c072e09e0d92ab615fda904d66300
metrics: type: accuracy
value: 86.17857142857144
verified: no, type: f1
value: 86.14192410600847
verified: no, task: type: Clustering
dataset: type: None
name: MTEB BiorxivClusteringP2P
config: default
split: test
revision: 65b79d1d13f80053f67aca9498d9402c2d9f1f40
metrics: type: v_measure
value: 39.466770895318334
verified: no, type: v_measures
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verified: no, task: type: Clustering
dataset: type: None
name: MTEB BiorxivClusteringS2S
config: default
split: test
revision: 258694dd0231531bc1fd9de6ceb52a0853c6d908
metrics: type: v_measure
value: 34.668146108668715
verified: no, type: v_measures
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verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackAndroidRetrieval
config: default
split: test
revision: f46a197baaae43b4f621051089b82a364682dfeb
metrics: type: map_at_1
value: 34.394999999999996
verified: no, type: map_at_10
value: 45.882
verified: no, type: map_at_100
value: 47.4
verified: no, type: map_at_1000
value: 47.509
verified: no, type: map_at_20
value: 46.822
verified: no, type: map_at_3
value: 42.408
verified: no, type: map_at_5
value: 44.586
verified: no, type: mrr_at_1
value: 41.202
verified: no, type: mrr_at_10
value: 51.134
verified: no, type: mrr_at_100
value: 51.943
verified: no, type: mrr_at_1000
value: 51.986
verified: no, type: mrr_at_20
value: 51.717
verified: no, type: mrr_at_3
value: 48.784
verified: no, type: mrr_at_5
value: 50.336000000000006
verified: no, type: ndcg_at_1
value: 41.202
verified: no, type: ndcg_at_10
value: 51.842999999999996
verified: no, type: ndcg_at_100
value: 57.177
verified: no, type: ndcg_at_1000
value: 58.89
verified: no, type: ndcg_at_20
value: 54.357
verified: no, type: ndcg_at_3
value: 47.286
verified: no, type: ndcg_at_5
value: 49.829
verified: no, type: precision_at_1
value: 41.202
verified: no, type: precision_at_10
value: 9.585
verified: no, type: precision_at_100
value: 1.5150000000000001
verified: no, type: precision_at_1000
value: 0.194
verified: no, type: precision_at_20
value: 5.808
verified: no, type: precision_at_3
value: 22.508
verified: no, type: precision_at_5
value: 16.366
verified: no, type: recall_at_1
value: 34.394999999999996
verified: no, type: recall_at_10
value: 63.17
verified: no, type: recall_at_100
value: 84.867
verified: no, type: recall_at_1000
value: 95.733
verified: no, type: recall_at_20
value: 72.011
verified: no, type: recall_at_3
value: 49.966
verified: no, type: recall_at_5
value: 56.802
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackEnglishRetrieval
config: default
split: test
revision: ad9991cb51e31e31e430383c75ffb2885547b5f0
metrics: type: map_at_1
value: 34.324
verified: no, type: map_at_10
value: 46.123
verified: no, type: map_at_100
value: 47.455999999999996
verified: no, type: map_at_1000
value: 47.576
verified: no, type: map_at_20
value: 46.851
verified: no, type: map_at_3
value: 42.945
verified: no, type: map_at_5
value: 44.751000000000005
verified: no, type: mrr_at_1
value: 43.248
verified: no, type: mrr_at_10
value: 52.544000000000004
verified: no, type: mrr_at_100
value: 53.102000000000004
verified: no, type: mrr_at_1000
value: 53.138
verified: no, type: mrr_at_20
value: 52.861000000000004
verified: no, type: mrr_at_3
value: 50.37199999999999
verified: no, type: mrr_at_5
value: 51.712
verified: no, type: ndcg_at_1
value: 43.248
verified: no, type: ndcg_at_10
value: 52.235
verified: no, type: ndcg_at_100
value: 56.355
verified: no, type: ndcg_at_1000
value: 58.053
verified: no, type: ndcg_at_20
value: 53.849000000000004
verified: no, type: ndcg_at_3
value: 48.208
verified: no, type: ndcg_at_5
value: 50.134
verified: no, type: precision_at_1
value: 43.248
verified: no, type: precision_at_10
value: 9.917
verified: no, type: precision_at_100
value: 1.532
verified: no, type: precision_at_1000
value: 0.198
verified: no, type: precision_at_20
value: 5.779999999999999
verified: no, type: precision_at_3
value: 23.588
verified: no, type: precision_at_5
value: 16.586000000000002
verified: no, type: recall_at_1
value: 34.324
verified: no, type: recall_at_10
value: 62.56
verified: no, type: recall_at_100
value: 79.745
verified: no, type: recall_at_1000
value: 90.082
verified: no, type: recall_at_20
value: 68.367
verified: no, type: recall_at_3
value: 50.171
verified: no, type: recall_at_5
value: 55.889
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackGamingRetrieval
config: default
split: test
revision: 4885aa143210c98657558c04aaf3dc47cfb54340
metrics: type: map_at_1
value: 44.143
verified: no, type: map_at_10
value: 56.53
verified: no, type: map_at_100
value: 57.48799999999999
verified: no, type: map_at_1000
value: 57.535000000000004
verified: no, type: map_at_20
value: 57.152
verified: no, type: map_at_3
value: 53.382
verified: no, type: map_at_5
value: 55.156000000000006
verified: no, type: mrr_at_1
value: 50.09400000000001
verified: no, type: mrr_at_10
value: 59.819
verified: no, type: mrr_at_100
value: 60.431000000000004
verified: no, type: mrr_at_1000
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verified: no, type: mrr_at_20
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verified: no, type: mrr_at_3
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verified: no, type: mrr_at_5
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verified: no, type: ndcg_at_1
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verified: no, type: ndcg_at_10
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verified: no, type: ndcg_at_100
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verified: no, type: ndcg_at_1000
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verified: no, type: ndcg_at_20
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verified: no, type: ndcg_at_3
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verified: no, type: ndcg_at_5
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verified: no, type: precision_at_1
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verified: no, type: precision_at_10
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verified: no, type: precision_at_100
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verified: no, type: precision_at_1000
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verified: no, type: precision_at_20
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verified: no, type: precision_at_3
value: 25.119999999999997
verified: no, type: precision_at_5
value: 17.052999999999997
verified: no, type: recall_at_1
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verified: no, type: recall_at_10
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verified: no, type: recall_at_100
value: 90.602
verified: no, type: recall_at_1000
value: 97.043
verified: no, type: recall_at_20
value: 81.83500000000001
verified: no, type: recall_at_3
value: 61.607
verified: no, type: recall_at_5
value: 67.755
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackGisRetrieval
config: default
split: test
revision: 5003b3064772da1887988e05400cf3806fe491f2
metrics: type: map_at_1
value: 26.621
verified: no, type: map_at_10
value: 35.865
verified: no, type: map_at_100
value: 36.93
verified: no, type: map_at_1000
value: 37.008
verified: no, type: map_at_20
value: 36.509
verified: no, type: map_at_3
value: 33.532000000000004
verified: no, type: map_at_5
value: 34.745
verified: no, type: mrr_at_1
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verified: no, type: mrr_at_10
value: 37.828
verified: no, type: mrr_at_100
value: 38.779
verified: no, type: mrr_at_1000
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verified: no, type: mrr_at_20
value: 38.419
verified: no, type: mrr_at_3
value: 35.725
verified: no, type: mrr_at_5
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verified: no, type: ndcg_at_1
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verified: no, type: ndcg_at_10
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verified: no, type: ndcg_at_100
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verified: no, type: ndcg_at_1000
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verified: no, type: ndcg_at_20
value: 43.22
verified: no, type: ndcg_at_3
value: 36.455
verified: no, type: ndcg_at_5
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verified: no, type: precision_at_1
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verified: no, type: precision_at_10
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verified: no, type: precision_at_100
value: 0.927
verified: no, type: precision_at_1000
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verified: no, type: precision_at_20
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verified: no, type: precision_at_3
value: 15.744
verified: no, type: precision_at_5
value: 10.644
verified: no, type: recall_at_1
value: 26.621
verified: no, type: recall_at_10
value: 54.80199999999999
verified: no, type: recall_at_100
value: 78.171
verified: no, type: recall_at_1000
value: 91.786
verified: no, type: recall_at_20
value: 63.195
verified: no, type: recall_at_3
value: 42.164
verified: no, type: recall_at_5
value: 46.936
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackMathematicaRetrieval
config: default
split: test
revision: 90fceea13679c63fe563ded68f3b6f06e50061de
metrics: type: map_at_1
value: 18.619
verified: no, type: map_at_10
value: 27.577
verified: no, type: map_at_100
value: 28.717
verified: no, type: map_at_1000
value: 28.835
verified: no, type: map_at_20
value: 28.18
verified: no, type: map_at_3
value: 24.462999999999997
verified: no, type: map_at_5
value: 26.230999999999998
verified: no, type: mrr_at_1
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verified: no, type: mrr_at_10
value: 32.089
verified: no, type: mrr_at_100
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verified: no, type: mrr_at_1000
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verified: no, type: mrr_at_20
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verified: no, type: mrr_at_3
value: 29.125
verified: no, type: mrr_at_5
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verified: no, type: ndcg_at_1
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verified: no, type: ndcg_at_10
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verified: no, type: ndcg_at_100
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verified: no, type: ndcg_at_1000
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verified: no, type: ndcg_at_20
value: 35.455
verified: no, type: ndcg_at_3
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verified: no, type: ndcg_at_5
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verified: no, type: precision_at_1
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verified: no, type: precision_at_10
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verified: no, type: precision_at_100
value: 1.03
verified: no, type: precision_at_1000
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verified: no, type: precision_at_20
value: 3.7130000000000005
verified: no, type: precision_at_3
value: 13.267000000000001
verified: no, type: precision_at_5
value: 9.851
verified: no, type: recall_at_1
value: 18.619
verified: no, type: recall_at_10
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verified: no, type: recall_at_100
value: 69.614
verified: no, type: recall_at_1000
value: 88.331
verified: no, type: recall_at_20
value: 54.254000000000005
verified: no, type: recall_at_3
value: 30.897999999999996
verified: no, type: recall_at_5
value: 37.785000000000004
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackPhysicsRetrieval
config: default
split: test
revision: 79531abbd1fb92d06c6d6315a0cbbbf5bb247ea4
metrics: type: map_at_1
value: 31.087999999999997
verified: no, type: map_at_10
value: 41.668
verified: no, type: map_at_100
value: 42.983
verified: no, type: map_at_1000
value: 43.081
verified: no, type: map_at_20
value: 42.373
verified: no, type: map_at_3
value: 38.481
verified: no, type: map_at_5
value: 40.196
verified: no, type: mrr_at_1
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verified: no, type: mrr_at_10
value: 47.471999999999994
verified: no, type: mrr_at_100
value: 48.311
verified: no, type: mrr_at_1000
value: 48.351
verified: no, type: mrr_at_20
value: 47.981
verified: no, type: mrr_at_3
value: 45.074999999999996
verified: no, type: mrr_at_5
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verified: no, type: ndcg_at_1
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verified: no, type: ndcg_at_10
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verified: no, type: ndcg_at_100
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verified: no, type: ndcg_at_1000
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verified: no, type: ndcg_at_20
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verified: no, type: ndcg_at_3
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verified: no, type: ndcg_at_5
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verified: no, type: precision_at_1
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verified: no, type: precision_at_10
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verified: no, type: precision_at_100
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verified: no, type: precision_at_1000
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verified: no, type: precision_at_20
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verified: no, type: precision_at_3
value: 19.955000000000002
verified: no, type: precision_at_5
value: 14.033000000000001
verified: no, type: recall_at_1
value: 31.087999999999997
verified: no, type: recall_at_10
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verified: no, type: recall_at_100
value: 81.625
verified: no, type: recall_at_1000
value: 93.297
verified: no, type: recall_at_20
value: 66.813
verified: no, type: recall_at_3
value: 45.492
verified: no, type: recall_at_5
value: 51.283
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackProgrammersRetrieval
config: default
split: test
revision: 6184bc1440d2dbc7612be22b50686b8826d22b32
metrics: type: map_at_1
value: 28.756999999999998
verified: no, type: map_at_10
value: 40.275
verified: no, type: map_at_100
value: 41.655
verified: no, type: map_at_1000
value: 41.752
verified: no, type: map_at_20
value: 41.118
verified: no, type: map_at_3
value: 36.815
verified: no, type: map_at_5
value: 38.662
verified: no, type: mrr_at_1
value: 35.502
verified: no, type: mrr_at_10
value: 45.818
verified: no, type: mrr_at_100
value: 46.704
verified: no, type: mrr_at_1000
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verified: no, type: mrr_at_20
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verified: no, type: mrr_at_3
value: 43.322
verified: no, type: mrr_at_5
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verified: no, type: ndcg_at_1
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verified: no, type: ndcg_at_10
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verified: no, type: ndcg_at_100
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verified: no, type: ndcg_at_1000
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verified: no, type: ndcg_at_20
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verified: no, type: ndcg_at_3
value: 41.234
verified: no, type: ndcg_at_5
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verified: no, type: precision_at_1
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verified: no, type: precision_at_10
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verified: no, type: precision_at_100
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verified: no, type: precision_at_1000
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verified: no, type: precision_at_20
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verified: no, type: precision_at_3
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verified: no, type: precision_at_5
value: 13.995
verified: no, type: recall_at_1
value: 28.756999999999998
verified: no, type: recall_at_10
value: 59.79
verified: no, type: recall_at_100
value: 82.597
verified: no, type: recall_at_1000
value: 94.663
verified: no, type: recall_at_20
value: 68.74
verified: no, type: recall_at_3
value: 44.736
verified: no, type: recall_at_5
value: 51.047
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackRetrieval
config: default
split: test
revision: 90fceea13679c63fe563ded68f3b6f06e50061de
metrics: type: map_at_1
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verified: no, type: map_at_10
value: 38.50391666666667
verified: no, type: map_at_100
value: 39.719166666666666
verified: no, type: map_at_1000
value: 39.82683333333334
verified: no, type: map_at_20
value: 39.18608333333333
verified: no, type: map_at_3
value: 35.561833333333325
verified: no, type: map_at_5
value: 37.181000000000004
verified: no, type: mrr_at_1
value: 33.67625
verified: no, type: mrr_at_10
value: 42.727
verified: no, type: mrr_at_100
value: 43.55041666666667
verified: no, type: mrr_at_1000
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verified: no, type: mrr_at_20
value: 43.21508333333333
verified: no, type: mrr_at_3
value: 40.32983333333334
verified: no, type: mrr_at_5
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verified: no, type: ndcg_at_1
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verified: no, type: ndcg_at_10
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verified: no, type: ndcg_at_100
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verified: no, type: ndcg_at_1000
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verified: no, type: ndcg_at_20
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verified: no, type: ndcg_at_3
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verified: no, type: ndcg_at_5
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verified: no, type: precision_at_1
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verified: no, type: precision_at_10
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verified: no, type: precision_at_100
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verified: no, type: precision_at_1000
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verified: no, type: precision_at_20
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verified: no, type: precision_at_3
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verified: no, type: precision_at_5
value: 12.732833333333332
verified: no, type: recall_at_1
value: 28.592666666666673
verified: no, type: recall_at_10
value: 56.15700000000001
verified: no, type: recall_at_100
value: 77.97075000000001
verified: no, type: recall_at_1000
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verified: no, type: recall_at_20
value: 63.49649999999999
verified: no, type: recall_at_3
value: 42.612833333333334
verified: no, type: recall_at_5
value: 48.44591666666667
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackStatsRetrieval
config: default
split: test
revision: 65ac3a16b8e91f9cee4c9828cc7c335575432a2a
metrics: type: map_at_1
value: 25.381999999999998
verified: no, type: map_at_10
value: 33.311
verified: no, type: map_at_100
value: 34.171
verified: no, type: map_at_1000
value: 34.254
verified: no, type: map_at_20
value: 33.732
verified: no, type: map_at_3
value: 31.025999999999996
verified: no, type: map_at_5
value: 32.253
verified: no, type: mrr_at_1
value: 28.221
verified: no, type: mrr_at_10
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verified: no, type: mrr_at_100
value: 36.848
verified: no, type: mrr_at_1000
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verified: no, type: mrr_at_20
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verified: no, type: mrr_at_3
value: 33.947
verified: no, type: mrr_at_5
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verified: no, type: ndcg_at_1
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verified: no, type: ndcg_at_10
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verified: no, type: ndcg_at_100
value: 42.283
verified: no, type: ndcg_at_1000
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verified: no, type: ndcg_at_20
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verified: no, type: ndcg_at_3
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verified: no, type: ndcg_at_5
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verified: no, type: precision_at_1
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verified: no, type: precision_at_10
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verified: no, type: precision_at_100
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verified: no, type: precision_at_1000
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verified: no, type: precision_at_20
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verified: no, type: precision_at_3
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verified: no, type: precision_at_5
value: 10.152999999999999
verified: no, type: recall_at_1
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verified: no, type: recall_at_10
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verified: no, type: recall_at_100
value: 69.625
verified: no, type: recall_at_1000
value: 85.946
verified: no, type: recall_at_20
value: 54.041
verified: no, type: recall_at_3
value: 37.077
verified: no, type: recall_at_5
value: 42.097
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackTexRetrieval
config: default
split: test
revision: 46989137a86843e03a6195de44b09deda022eec7
metrics: type: map_at_1
value: 18.186
verified: no, type: map_at_10
value: 26.450000000000003
verified: no, type: map_at_100
value: 27.62
verified: no, type: map_at_1000
value: 27.746
verified: no, type: map_at_20
value: 27.105
verified: no, type: map_at_3
value: 23.982999999999997
verified: no, type: map_at_5
value: 25.306
verified: no, type: mrr_at_1
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verified: no, type: mrr_at_10
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verified: no, type: mrr_at_100
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verified: no, type: mrr_at_1000
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verified: no, type: mrr_at_20
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verified: no, type: mrr_at_3
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verified: no, type: mrr_at_5
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verified: no, type: ndcg_at_1
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verified: no, type: ndcg_at_10
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verified: no, type: ndcg_at_100
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verified: no, type: ndcg_at_1000
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verified: no, type: ndcg_at_20
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verified: no, type: ndcg_at_3
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verified: no, type: ndcg_at_5
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verified: no, type: precision_at_1
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verified: no, type: precision_at_10
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verified: no, type: precision_at_100
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verified: no, type: precision_at_1000
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verified: no, type: precision_at_20
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verified: no, type: precision_at_3
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verified: no, type: precision_at_5
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verified: no, type: recall_at_1
value: 18.186
verified: no, type: recall_at_10
value: 42.443
verified: no, type: recall_at_100
value: 66.964
verified: no, type: recall_at_1000
value: 86.005
verified: no, type: recall_at_20
value: 50.52799999999999
verified: no, type: recall_at_3
value: 30.095
verified: no, type: recall_at_5
value: 35.148
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackUnixRetrieval
config: default
split: test
revision: 6c6430d3a6d36f8d2a829195bc5dc94d7e063e53
metrics: type: map_at_1
value: 31.049
verified: no, type: map_at_10
value: 40.217000000000006
verified: no, type: map_at_100
value: 41.345
verified: no, type: map_at_1000
value: 41.447
verified: no, type: map_at_20
value: 40.818
verified: no, type: map_at_3
value: 37.413999999999994
verified: no, type: map_at_5
value: 39.001000000000005
verified: no, type: mrr_at_1
value: 36.474000000000004
verified: no, type: mrr_at_10
value: 44.655
verified: no, type: mrr_at_100
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verified: no, type: mrr_at_1000
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verified: no, type: mrr_at_20
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verified: no, type: mrr_at_3
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verified: no, type: mrr_at_5
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verified: no, type: ndcg_at_1
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verified: no, type: ndcg_at_10
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verified: no, type: ndcg_at_100
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verified: no, type: ndcg_at_1000
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verified: no, type: ndcg_at_20
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verified: no, type: ndcg_at_3
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verified: no, type: ndcg_at_5
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verified: no, type: precision_at_1
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verified: no, type: precision_at_10
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verified: no, type: precision_at_100
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verified: no, type: precision_at_1000
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verified: no, type: precision_at_20
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verified: no, type: precision_at_3
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verified: no, type: precision_at_5
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verified: no, type: recall_at_1
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verified: no, type: recall_at_10
value: 57.135999999999996
verified: no, type: recall_at_100
value: 79.196
verified: no, type: recall_at_1000
value: 93.002
verified: no, type: recall_at_20
value: 63.416
verified: no, type: recall_at_3
value: 43.893
verified: no, type: recall_at_5
value: 49.675999999999995
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackWebmastersRetrieval
config: default
split: test
revision: 160c094312a0e1facb97e55eeddb698c0abe3571
metrics: type: map_at_1
value: 27.929
verified: no, type: map_at_10
value: 36.897000000000006
verified: no, type: map_at_100
value: 38.635000000000005
verified: no, type: map_at_1000
value: 38.842
verified: no, type: map_at_20
value: 37.814
verified: no, type: map_at_3
value: 33.522
verified: no, type: map_at_5
value: 35.128
verified: no, type: mrr_at_1
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verified: no, type: mrr_at_10
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verified: no, type: mrr_at_100
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verified: no, type: mrr_at_1000
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verified: no, type: mrr_at_20
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verified: no, type: mrr_at_3
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verified: no, type: mrr_at_5
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verified: no, type: ndcg_at_1
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verified: no, type: ndcg_at_10
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verified: no, type: ndcg_at_100
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verified: no, type: ndcg_at_1000
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verified: no, type: ndcg_at_20
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verified: no, type: ndcg_at_3
value: 37.645
verified: no, type: ndcg_at_5
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verified: no, type: precision_at_1
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verified: no, type: precision_at_10
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verified: no, type: precision_at_100
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verified: no, type: precision_at_1000
value: 0.244
verified: no, type: precision_at_20
value: 5.257
verified: no, type: precision_at_3
value: 17.457
verified: no, type: precision_at_5
value: 12.727
verified: no, type: recall_at_1
value: 27.929
verified: no, type: recall_at_10
value: 54.822
verified: no, type: recall_at_100
value: 80.63900000000001
verified: no, type: recall_at_1000
value: 94.382
verified: no, type: recall_at_20
value: 63.432
verified: no, type: recall_at_3
value: 39.291
verified: no, type: recall_at_5
value: 45.385999999999996
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackWordpressRetrieval
config: default
split: test
revision: 4ffe81d471b1924886b33c7567bfb200e9eec5c4
metrics: type: map_at_1
value: 22.619
verified: no, type: map_at_10
value: 31.252000000000002
verified: no, type: map_at_100
value: 32.23
verified: no, type: map_at_1000
value: 32.336999999999996
verified: no, type: map_at_20
value: 31.758999999999997
verified: no, type: map_at_3
value: 28.771
verified: no, type: map_at_5
value: 30.157
verified: no, type: mrr_at_1
value: 24.584
verified: no, type: mrr_at_10
value: 33.088
verified: no, type: mrr_at_100
value: 33.971000000000004
verified: no, type: mrr_at_1000
value: 34.044000000000004
verified: no, type: mrr_at_20
value: 33.519
verified: no, type: mrr_at_3
value: 30.775999999999996
verified: no, type: mrr_at_5
value: 32.116
verified: no, type: ndcg_at_1
value: 24.584
verified: no, type: ndcg_at_10
value: 35.995
verified: no, type: ndcg_at_100
value: 41.018
verified: no, type: ndcg_at_1000
value: 43.543
verified: no, type: ndcg_at_20
value: 37.722
verified: no, type: ndcg_at_3
value: 31.197999999999997
verified: no, type: ndcg_at_5
value: 33.532000000000004
verified: no, type: precision_at_1
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verified: no, type: precision_at_10
value: 5.619
verified: no, type: precision_at_100
value: 0.878
verified: no, type: precision_at_1000
value: 0.121
verified: no, type: precision_at_20
value: 3.2259999999999995
verified: no, type: precision_at_3
value: 13.431999999999999
verified: no, type: precision_at_5
value: 9.39
verified: no, type: recall_at_1
value: 22.619
verified: no, type: recall_at_10
value: 48.746
verified: no, type: recall_at_100
value: 72.004
verified: no, type: recall_at_1000
value: 90.497
verified: no, type: recall_at_20
value: 55.326
verified: no, type: recall_at_3
value: 35.964
verified: no, type: recall_at_5
value: 41.547
verified: no, task: type: Retrieval
dataset: type: None
name: MTEB ClimateFEVER
config: default
split: test
revision: 47f2ac6acb640fc46020b02a5b59fdda04d39380
metrics: type: map_at_1
value: 16.493
verified: no, type: map_at_10
value: 28.988999999999997
verified: no, type: map_at_100
value: 30.964999999999996
verified: no, type: map_at_1000
value: 31.142999999999997
verified: no, type: map_at_20
value: 30.103
verified: no, type: map_at_3
value: 24.006
verified: no, type: map_at_5
value: 26.535999999999998
verified: no, type: mrr_at_1
value: 37.915
verified: no, type: mrr_at_10
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verified: no, type: mrr_at_100
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verified: no, type: mrr_at_1000
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verified: no, type: mrr_at_20
value: 51.148
verified: no, type: mrr_at_3
value: 47.589999999999996
verified: no, type: mrr_at_5
value: 49.55
verified: no, type: ndcg_at_1
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verified: no, type: ndcg_at_10
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verified: no, type: ndcg_at_100
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verified: no, type: ndcg_at_1000
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verified: no, type: ndcg_at_20
value: 41.923
verified: no, type: ndcg_at_3
value: 32.491
verified: no, type: ndcg_at_5
value: 34.775
verified: no, type: precision_at_1
value: 37.915
verified: no, type: precision_at_10
value: 12.293
verified: no, type: precision_at_100
value: 1.9709999999999999
verified: no, type: precision_at_1000
value: 0.251
verified: no, type: precision_at_20
value: 7.3389999999999995
verified: no, type: precision_at_3
value: 24.407999999999998
verified: no, type: precision_at_5
value: 18.775
verified: no, type: recall_at_1
value: 16.493
verified: no, type: recall_at_10
value: 45.904
verified: no, type: recall_at_100
value: 69.037
verified: no, type: recall_at_1000
value: 84.815
verified: no, type: recall_at_20
value: 53.657
verified: no, type: recall_at_3
value: 29.629
verified: no, type: recall_at_5
value: 36.325
verified: no, task: type: Retrieval
dataset: type: None
name: MTEB DBPedia
config: default
split: test
revision: c0f706b76e590d620bd6618b3ca8efdd34e2d659
metrics: type: map_at_1
value: 9.180000000000001
verified: no, type: map_at_10
value: 20.714
verified: no, type: map_at_100
value: 28.801
verified: no, type: map_at_1000
value: 30.43
verified: no, type: map_at_20
value: 23.673
verified: no, type: map_at_3
value: 14.551
verified: no, type: map_at_5
value: 17.067
verified: no, type: mrr_at_1
value: 68.25
verified: no, type: mrr_at_10
value: 75.83
verified: no, type: mrr_at_100
value: 76.225
verified: no, type: mrr_at_1000
value: 76.232
verified: no, type: mrr_at_20
value: 76.14
verified: no, type: mrr_at_3
value: 74.375
verified: no, type: mrr_at_5
value: 75.225
verified: no, type: ndcg_at_1
value: 56.99999999999999
verified: no, type: ndcg_at_10
value: 43.071
verified: no, type: ndcg_at_100
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verified: no, type: ndcg_at_1000
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verified: no, type: ndcg_at_20
value: 42.111
verified: no, type: ndcg_at_3
value: 47.67
verified: no, type: ndcg_at_5
value: 44.983000000000004
verified: no, type: precision_at_1
value: 68.25
verified: no, type: precision_at_10
value: 34.599999999999994
verified: no, type: precision_at_100
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verified: no, type: precision_at_1000
value: 2.12
verified: no, type: precision_at_20
value: 25.7
verified: no, type: precision_at_3
value: 51.417
verified: no, type: precision_at_5
value: 43.85
verified: no, type: recall_at_1
value: 9.180000000000001
verified: no, type: recall_at_10
value: 26.212000000000003
verified: no, type: recall_at_100
value: 52.443
verified: no, type: recall_at_1000
value: 73.939
verified: no, type: recall_at_20
value: 33.101
verified: no, type: recall_at_3
value: 15.787999999999998
verified: no, type: recall_at_5
value: 19.691
verified: no, task: type: Classification
dataset: type: None
name: MTEB EmotionClassification
config: default
split: test
revision: 4f58c6b202a23cf9a4da393831edf4f9183cad37
metrics: type: accuracy
value: 49.625
verified: no, type: f1
value: 44.48944228050152
verified: no, task: type: Retrieval
dataset: type: None
name: MTEB FEVER
config: default
split: test
revision: bea83ef9e8fb933d90a2f1d5515737465d613e12
metrics: type: map_at_1
value: 76.773
verified: no, type: map_at_10
value: 85.175
verified: no, type: map_at_100
value: 85.353
verified: no, type: map_at_1000
value: 85.36500000000001
verified: no, type: map_at_20
value: 85.271
verified: no, type: map_at_3
value: 84.261
verified: no, type: map_at_5
value: 84.899
verified: no, type: mrr_at_1
value: 82.853
verified: no, type: mrr_at_10
value: 90.02
verified: no, type: mrr_at_100
value: 90.048
verified: no, type: mrr_at_1000
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verified: no, type: mrr_at_20
value: 90.039
verified: no, type: mrr_at_3
value: 89.51599999999999
verified: no, type: mrr_at_5
value: 89.92099999999999
verified: no, type: ndcg_at_1
value: 82.853
verified: no, type: ndcg_at_10
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verified: no, type: ndcg_at_100
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verified: no, type: ndcg_at_1000
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verified: no, type: ndcg_at_20
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verified: no, type: ndcg_at_3
value: 87.481
verified: no, type: ndcg_at_5
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verified: no, type: precision_at_1
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verified: no, type: precision_at_10
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verified: no, type: precision_at_100
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verified: no, type: precision_at_1000
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verified: no, type: precision_at_20
value: 5.341
verified: no, type: precision_at_3
value: 33.323
verified: no, type: precision_at_5
value: 20.596999999999998
verified: no, type: recall_at_1
value: 76.773
verified: no, type: recall_at_10
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verified: no, type: recall_at_100
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verified: no, type: recall_at_1000
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verified: no, type: recall_at_20
value: 95.71
verified: no, type: recall_at_3
value: 91.47999999999999
verified: no, type: recall_at_5
value: 93.658
verified: no, task: type: Retrieval
dataset: type: None
name: MTEB FiQA2018
config: default
split: test
revision: 27a168819829fe9bcd655c2df245fb19452e8e06
metrics: type: map_at_1
value: 21.629
verified: no, type: map_at_10
value: 36.394
verified: no, type: map_at_100
value: 38.308
verified: no, type: map_at_1000
value: 38.478
verified: no, type: map_at_20
value: 37.425999999999995
verified: no, type: map_at_3
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verified: no, type: map_at_5
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verified: no, type: mrr_at_1
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verified: no, type: mrr_at_10
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verified: no, type: mrr_at_100
value: 54.06999999999999
verified: no, type: mrr_at_1000
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verified: no, type: mrr_at_20
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verified: no, type: mrr_at_3
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verified: no, type: mrr_at_5
value: 52.479
verified: no, type: ndcg_at_1
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verified: no, type: ndcg_at_10
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verified: no, type: ndcg_at_100
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verified: no, type: ndcg_at_1000
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verified: no, type: ndcg_at_20
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verified: no, type: ndcg_at_3
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verified: no, type: ndcg_at_5
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verified: no, type: precision_at_1
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verified: no, type: precision_at_10
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verified: no, type: precision_at_100
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verified: no, type: precision_at_1000
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verified: no, type: precision_at_20
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verified: no, type: precision_at_3
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verified: no, type: precision_at_5
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verified: no, type: recall_at_1
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verified: no, type: recall_at_10
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verified: no, type: recall_at_100
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verified: no, type: recall_at_1000
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verified: no, type: recall_at_20
value: 58.923
verified: no, type: recall_at_3
value: 37.364999999999995
verified: no, type: recall_at_5
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verified: no, task: type: Retrieval
dataset: type: None
name: MTEB HotpotQA
config: default
split: test
revision: ab518f4d6fcca38d87c25209f94beba119d02014
metrics: type: map_at_1
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verified: no, type: map_at_10
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verified: no, type: map_at_100
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verified: no, type: map_at_1000
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verified: no, type: map_at_20
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verified: no, type: map_at_3
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verified: no, type: map_at_5
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verified: no, type: mrr_at_1
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verified: no, type: mrr_at_10
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verified: no, type: mrr_at_100
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verified: no, type: mrr_at_1000
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verified: no, type: mrr_at_20
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verified: no, type: mrr_at_3
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verified: no, type: mrr_at_5
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verified: no, type: ndcg_at_1
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verified: no, type: ndcg_at_10
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verified: no, type: ndcg_at_100
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verified: no, type: ndcg_at_1000
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verified: no, type: ndcg_at_20
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verified: no, type: ndcg_at_3
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verified: no, type: ndcg_at_5
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verified: no, type: precision_at_1
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verified: no, type: precision_at_10
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verified: no, type: precision_at_100
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verified: no, type: precision_at_1000
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verified: no, type: precision_at_20
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verified: no, type: precision_at_3
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verified: no, type: precision_at_5
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verified: no, type: recall_at_1
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verified: no, type: recall_at_10
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verified: no, type: recall_at_100
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verified: no, type: recall_at_1000
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verified: no, type: recall_at_20
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verified: no, type: recall_at_3
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verified: no, type: recall_at_5
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verified: no, task: type: Classification
dataset: type: None
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config: default
split: test
revision: 3d86128a09e091d6018b6d26cad27f2739fc2db7
metrics: type: accuracy
value: 89.0388
verified: no, type: ap
value: 84.768407855227
verified: no, type: f1
value: 89.00848365810504
verified: no, task: type: Retrieval
dataset: type: None
name: MTEB MSMARCO
config: default
split: dev
revision: c5a29a104738b98a9e76336939199e264163d4a0
metrics: type: map_at_1
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verified: no, type: map_at_10
value: 35.476
verified: no, type: map_at_100
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verified: no, type: map_at_1000
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verified: no, type: map_at_20
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verified: no, type: map_at_3
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verified: no, type: map_at_5
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verified: no, type: mrr_at_1
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verified: no, type: mrr_at_10
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verified: no, type: mrr_at_100
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verified: no, type: mrr_at_1000
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verified: no, type: mrr_at_20
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verified: no, type: mrr_at_3
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verified: no, type: mrr_at_5
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verified: no, type: ndcg_at_1
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verified: no, type: ndcg_at_10
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verified: no, type: ndcg_at_100
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verified: no, type: ndcg_at_1000
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verified: no, type: ndcg_at_20
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verified: no, type: ndcg_at_3
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verified: no, type: ndcg_at_5
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verified: no, type: precision_at_1
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verified: no, type: precision_at_10
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verified: no, type: precision_at_100
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verified: no, type: precision_at_1000
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verified: no, type: precision_at_20
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verified: no, type: precision_at_3
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verified: no, type: precision_at_5
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verified: no, type: recall_at_1
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verified: no, type: recall_at_10
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verified: no, type: recall_at_100
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verified: no, type: recall_at_1000
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verified: no, type: recall_at_20
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verified: no, type: recall_at_3
value: 42.437000000000005
verified: no, type: recall_at_5
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verified: no, task: type: Classification
dataset: type: None
name: MTEB MTOPDomainClassification (en)
config: en
split: test
revision: d80d48c1eb48d3562165c59d59d0034df9fff0bf
metrics: type: accuracy
value: 93.26493388052896
verified: no, type: f1
value: 93.09322316606121
verified: no, task: type: Classification
dataset: type: None
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config: en
split: test
revision: ae001d0e6b1228650b7bd1c2c65fb50ad11a8aba
metrics: type: accuracy
value: 79.26356589147285
verified: no, type: f1
value: 62.91191113045691
verified: no, task: type: Classification
dataset: type: None
name: MTEB MassiveIntentClassification (en)
config: en
split: test
revision: 31efe3c427b0bae9c22cbb560b8f15491cc6bed7
metrics: type: accuracy
value: 75.4034969737727
verified: no, type: f1
value: 73.26712703676112
verified: no, task: type: Classification
dataset: type: None
name: MTEB MassiveScenarioClassification (en)
config: en
split: test
revision: 7d571f92784cd94a019292a1f45445077d0ef634
metrics: type: accuracy
value: 78.55749831876263
verified: no, type: f1
value: 78.59077417507389
verified: no, task: type: Clustering
dataset: type: None
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config: default
split: test
revision: e7a26af6f3ae46b30dde8737f02c07b1505bcc73
metrics: type: v_measure
value: 34.39782367001404
verified: no, type: v_measures
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verified: no, task: type: Clustering
dataset: type: None
name: MTEB MedrxivClusteringS2S
config: default
split: test
revision: 35191c8c0dca72d8ff3efcd72aa802307d469663
metrics: type: v_measure
value: 31.630415762081864
verified: no, type: v_measures
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verified: no, task: type: Reranking
dataset: type: None
name: MTEB MindSmallReranking
config: default
split: test
revision: 3bdac13927fdc888b903db93b2ffdbd90b295a69
metrics: type: map
value: 30.989924085485676
verified: no, type: mrr
value: 31.985114880107695
verified: no, task: type: Retrieval
dataset: type: None
name: MTEB NFCorpus
config: default
split: test
revision: ec0fa4fe99da2ff19ca1214b7966684033a58814
metrics: type: map_at_1
value: 5.771
verified: no, type: map_at_10
value: 13.008000000000001
verified: no, type: map_at_100
value: 16.125999999999998
verified: no, type: map_at_1000
value: 17.482
verified: no, type: map_at_20
value: 14.324
verified: no, type: map_at_3
value: 9.69
verified: no, type: map_at_5
value: 11.174000000000001
verified: no, type: mrr_at_1
value: 45.201
verified: no, type: mrr_at_10
value: 53.989
verified: no, type: mrr_at_100
value: 54.50899999999999
verified: no, type: mrr_at_1000
value: 54.551
verified: no, type: mrr_at_20
value: 54.247
verified: no, type: mrr_at_3
value: 52.373999999999995
verified: no, type: mrr_at_5
value: 53.225
verified: no, type: ndcg_at_1
value: 43.808
verified: no, type: ndcg_at_10
value: 34.757
verified: no, type: ndcg_at_100
value: 31.174000000000003
verified: no, type: ndcg_at_1000
value: 39.607
verified: no, type: ndcg_at_20
value: 32.151999999999994
verified: no, type: ndcg_at_3
value: 40.458
verified: no, type: ndcg_at_5
value: 38.06
verified: no, type: precision_at_1
value: 45.201
verified: no, type: precision_at_10
value: 25.728
verified: no, type: precision_at_100
value: 7.82
verified: no, type: precision_at_1000
value: 2.032
verified: no, type: precision_at_20
value: 18.793000000000003
verified: no, type: precision_at_3
value: 38.080000000000005
verified: no, type: precision_at_5
value: 32.879000000000005
verified: no, type: recall_at_1
value: 5.771
verified: no, type: recall_at_10
value: 16.567
verified: no, type: recall_at_100
value: 30.447999999999997
verified: no, type: recall_at_1000
value: 60.941
verified: no, type: recall_at_20
value: 20.092
verified: no, type: recall_at_3
value: 10.928
verified: no, type: recall_at_5
value: 13.235
verified: no, task: type: Retrieval
dataset: type: None
name: MTEB NQ
config: default
split: test
revision: b774495ed302d8c44a3a7ea25c90dbce03968f31
metrics: type: map_at_1
value: 40.716
verified: no, type: map_at_10
value: 56.599999999999994
verified: no, type: map_at_100
value: 57.389
verified: no, type: map_at_1000
value: 57.408
verified: no, type: map_at_20
value: 57.154
verified: no, type: map_at_3
value: 52.577
verified: no, type: map_at_5
value: 55.076
verified: no, type: mrr_at_1
value: 45.655
verified: no, type: mrr_at_10
value: 59.014
verified: no, type: mrr_at_100
value: 59.568
verified: no, type: mrr_at_1000
value: 59.580999999999996
verified: no, type: mrr_at_20
value: 59.41499999999999
verified: no, type: mrr_at_3
value: 55.88999999999999
verified: no, type: mrr_at_5
value: 57.879999999999995
verified: no, type: ndcg_at_1
value: 45.626
verified: no, type: ndcg_at_10
value: 63.778
verified: no, type: ndcg_at_100
value: 66.905
verified: no, type: ndcg_at_1000
value: 67.322
verified: no, type: ndcg_at_20
value: 65.521
verified: no, type: ndcg_at_3
value: 56.494
verified: no, type: ndcg_at_5
value: 60.553999999999995
verified: no, type: precision_at_1
value: 45.626
verified: no, type: precision_at_10
value: 9.942
verified: no, type: precision_at_100
value: 1.169
verified: no, type: precision_at_1000
value: 0.121
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value: 5.390000000000001
verified: no, type: precision_at_3
value: 25.135
verified: no, type: precision_at_5
value: 17.451
verified: no, type: recall_at_1
value: 40.716
verified: no, type: recall_at_10
value: 82.998
verified: no, type: recall_at_100
value: 96.236
verified: no, type: recall_at_1000
value: 99.31400000000001
verified: no, type: recall_at_20
value: 89.402
verified: no, type: recall_at_3
value: 64.47699999999999
verified: no, type: recall_at_5
value: 73.774
verified: no, task: type: Retrieval
dataset: type: None
name: MTEB QuoraRetrieval
config: default
split: test
revision: e4e08e0b7dbe3c8700f0daef558ff32256715259
metrics: type: map_at_1
value: 71.679
verified: no, type: map_at_10
value: 85.63
verified: no, type: map_at_100
value: 86.24000000000001
verified: no, type: map_at_1000
value: 86.25500000000001
verified: no, type: map_at_20
value: 86.03
verified: no, type: map_at_3
value: 82.712
verified: no, type: map_at_5
value: 84.59400000000001
verified: no, type: mrr_at_1
value: 82.58
verified: no, type: mrr_at_10
value: 88.459
verified: no, type: mrr_at_100
value: 88.544
verified: no, type: mrr_at_1000
value: 88.545
verified: no, type: mrr_at_20
value: 88.521
verified: no, type: mrr_at_3
value: 87.548
verified: no, type: mrr_at_5
value: 88.19
verified: no, type: ndcg_at_1
value: 82.57
verified: no, type: ndcg_at_10
value: 89.205
verified: no, type: ndcg_at_100
value: 90.316
verified: no, type: ndcg_at_1000
value: 90.4
verified: no, type: ndcg_at_20
value: 89.802
verified: no, type: ndcg_at_3
value: 86.5
verified: no, type: ndcg_at_5
value: 88.06
verified: no, type: precision_at_1
value: 82.57
verified: no, type: precision_at_10
value: 13.511000000000001
verified: no, type: precision_at_100
value: 1.532
verified: no, type: precision_at_1000
value: 0.157
verified: no, type: precision_at_20
value: 7.1499999999999995
verified: no, type: precision_at_3
value: 37.82
verified: no, type: precision_at_5
value: 24.892
verified: no, type: recall_at_1
value: 71.679
verified: no, type: recall_at_10
value: 95.926
verified: no, type: recall_at_100
value: 99.653
verified: no, type: recall_at_1000
value: 99.99
verified: no, type: recall_at_20
value: 97.81
verified: no, type: recall_at_3
value: 88.124
verified: no, type: recall_at_5
value: 92.535
verified: no, task: type: Clustering
dataset: type: None
name: MTEB RedditClustering
config: default
split: test
revision: 24640382cdbf8abc73003fb0fa6d111a705499eb
metrics: type: v_measure
value: 58.980204279295776
verified: no, type: v_measures
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verified: no, task: type: Clustering
dataset: type: None
name: MTEB RedditClusteringP2P
config: default
split: test
revision: 385e3cb46b4cfa89021f56c4380204149d0efe33
metrics: type: v_measure
value: 64.68385650734866
verified: no, type: v_measures
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verified: no, task: type: Retrieval
dataset: type: None
name: MTEB SCIDOCS
config: default
split: test
revision: f8c2fcf00f625baaa80f62ec5bd9e1fff3b8ae88
metrics: type: map_at_1
value: 4.1930000000000005
verified: no, type: map_at_10
value: 10.993
verified: no, type: map_at_100
value: 12.821
verified: no, type: map_at_1000
value: 13.094
verified: no, type: map_at_20
value: 11.899999999999999
verified: no, type: map_at_3
value: 7.753
verified: no, type: map_at_5
value: 9.479
verified: no, type: mrr_at_1
value: 20.7
verified: no, type: mrr_at_10
value: 31.776
verified: no, type: mrr_at_100
value: 32.863
verified: no, type: mrr_at_1000
value: 32.921
verified: no, type: mrr_at_20
value: 32.374
verified: no, type: mrr_at_3
value: 28.499999999999996
verified: no, type: mrr_at_5
value: 30.464999999999996
verified: no, type: ndcg_at_1
value: 20.7
verified: no, type: ndcg_at_10
value: 18.602
verified: no, type: ndcg_at_100
value: 26.063
verified: no, type: ndcg_at_1000
value: 30.988
verified: no, type: ndcg_at_20
value: 21.124000000000002
verified: no, type: ndcg_at_3
value: 17.538999999999998
verified: no, type: ndcg_at_5
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verified: no, type: precision_at_10
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verified: no, type: precision_at_100
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verified: no, type: precision_at_1000
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verified: no, type: precision_at_20
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verified: no, type: precision_at_3
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verified: no, type: precision_at_5
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verified: no, type: recall_at_1
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verified: no, type: recall_at_10
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verified: no, type: recall_at_100
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verified: no, type: recall_at_1000
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verified: no, type: recall_at_3
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verified: no, type: recall_at_5
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dataset: type: None
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config: default
split: test
revision: 20a6d6f312dd54037fe07a32d58e5e168867909d
metrics: type: cos_sim_pearson
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verified: no, type: euclidean_spearman
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verified: no, type: manhattan_pearson
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verified: no, type: manhattan_spearman
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split: test
revision: a0d554a64d88156834ff5ae9920b964011b16384
metrics: type: cos_sim_pearson
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verified: no, type: cos_sim_spearman
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verified: no, type: euclidean_pearson
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verified: no, type: euclidean_spearman
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verified: no, type: manhattan_pearson
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verified: no, type: manhattan_spearman
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dataset: type: None
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config: default
split: test
revision: 7e90230a92c190f1bf69ae9002b8cea547a64cca
metrics: type: cos_sim_pearson
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verified: no, type: euclidean_pearson
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verified: no, type: euclidean_spearman
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verified: no, type: manhattan_pearson
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verified: no, type: manhattan_spearman
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dataset: type: None
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config: default
split: test
revision: 6031580fec1f6af667f0bd2da0a551cf4f0b2375
metrics: type: cos_sim_pearson
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verified: no, type: euclidean_pearson
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verified: no, type: euclidean_spearman
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config: default
split: test
revision: ae752c7c21bf194d8b67fd573edf7ae58183cbe3
metrics: type: cos_sim_pearson
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verified: no, type: euclidean_spearman
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verified: no, type: manhattan_spearman
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dataset: type: None
name: MTEB STS16
config: default
split: test
revision: 4d8694f8f0e0100860b497b999b3dbed754a0513
metrics: type: cos_sim_pearson
value: 84.9048844772477
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verified: no, type: euclidean_pearson
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verified: no, type: euclidean_spearman
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verified: no, type: manhattan_pearson
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verified: no, type: manhattan_spearman
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verified: no, task: type: STS
dataset: type: None
name: MTEB STS17 (en-en)
config: en-en
split: test
revision: af5e6fb845001ecf41f4c1e033ce921939a2a68d
metrics: type: cos_sim_pearson
value: 87.489340312079
verified: no, type: cos_sim_spearman
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verified: no, type: euclidean_pearson
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verified: no, type: euclidean_spearman
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verified: no, type: manhattan_pearson
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verified: no, type: manhattan_spearman
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verified: no, task: type: STS
dataset: type: None
name: MTEB STS22 (en)
config: en
split: test
revision: eea2b4fe26a775864c896887d910b76a8098ad3f
metrics: type: cos_sim_pearson
value: 63.020191114515576
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verified: no, type: euclidean_pearson
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verified: no, type: euclidean_spearman
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verified: no, type: manhattan_spearman
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verified: no, task: type: STS
dataset: type: None
name: MTEB STSBenchmark
config: default
split: test
revision: b0fddb56ed78048fa8b90373c8a3cfc37b684831
metrics: type: cos_sim_pearson
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verified: no, type: cos_sim_spearman
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verified: no, type: euclidean_pearson
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verified: no, type: euclidean_spearman
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verified: no, type: manhattan_pearson
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verified: no, type: manhattan_spearman
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verified: no, task: type: Reranking
dataset: type: None
name: MTEB SciDocsRR
config: default
split: test
revision: d3c5e1fc0b855ab6097bf1cda04dd73947d7caab
metrics: type: map
value: 83.40728647106346
verified: no, type: mrr
value: 95.39606725881237
verified: no, task: type: Retrieval
dataset: type: None
name: MTEB SciFact
config: default
split: test
revision: 0228b52cf27578f30900b9e5271d331663a030d7
metrics: type: map_at_1
value: 55.344
verified: no, type: map_at_10
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verified: no, type: map_at_100
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verified: no, type: map_at_1000
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verified: no, type: map_at_20
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verified: no, type: map_at_3
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verified: no, type: map_at_5
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verified: no, type: mrr_at_1
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verified: no, type: mrr_at_10
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verified: no, type: mrr_at_100
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verified: no, type: mrr_at_1000
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verified: no, type: mrr_at_20
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verified: no, type: mrr_at_3
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verified: no, type: mrr_at_5
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verified: no, type: ndcg_at_1
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verified: no, type: ndcg_at_10
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verified: no, type: ndcg_at_100
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verified: no, type: ndcg_at_1000
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verified: no, type: ndcg_at_20
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verified: no, type: ndcg_at_3
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verified: no, type: ndcg_at_5
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verified: no, type: precision_at_1
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verified: no, type: precision_at_10
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verified: no, type: precision_at_100
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verified: no, type: precision_at_1000
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verified: no, type: precision_at_20
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verified: no, type: precision_at_3
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verified: no, type: precision_at_5
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verified: no, type: recall_at_1
value: 55.344
verified: no, type: recall_at_10
value: 86.76700000000001
verified: no, type: recall_at_100
value: 94
verified: no, type: recall_at_1000
value: 100
verified: no, type: recall_at_20
value: 89.60000000000001
verified: no, type: recall_at_3
value: 70.406
verified: no, type: recall_at_5
value: 79.106
verified: no, task: type: PairClassification
dataset: type: None
name: MTEB SprintDuplicateQuestions
config: default
split: test
revision: d66bd1f72af766a5cc4b0ca5e00c162f89e8cc46
metrics: type: cos_sim_accuracy
value: 99.71089108910891
verified: no, type: cos_sim_ap
value: 91.82444380538519
verified: no, type: cos_sim_f1
value: 85.34525583705911
verified: no, type: cos_sim_precision
value: 84.79763079960513
verified: no, type: cos_sim_recall
value: 85.9
verified: no, type: dot_accuracy
value: 99.56039603960396
verified: no, type: dot_ap
value: 84.71022538609428
verified: no, type: dot_f1
value: 76.18100447538538
verified: no, type: dot_precision
value: 75.76656775469831
verified: no, type: dot_recall
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verified: no, type: euclidean_accuracy
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verified: no, type: euclidean_ap
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verified: no, type: euclidean_f1
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verified: no, type: euclidean_precision
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verified: no, type: euclidean_recall
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verified: no, type: manhattan_accuracy
value: 99.69900990099009
verified: no, type: manhattan_ap
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verified: no, type: manhattan_f1
value: 84.6989141164857
verified: no, type: manhattan_precision
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verified: no, type: manhattan_recall
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verified: no, type: max_accuracy
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verified: no, type: max_ap
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verified: no, type: max_f1
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verified: no, task: type: Clustering
dataset: type: None
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config: default
split: test
revision: 6cbc1f7b2bc0622f2e39d2c77fa502909748c259
metrics: type: v_measure
value: 69.36504474977566
verified: no, type: v_measures
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verified: no, task: type: Clustering
dataset: type: None
name: MTEB StackExchangeClusteringP2P
config: default
split: test
revision: 815ca46b2622cec33ccafc3735d572c266efdb44
metrics: type: v_measure
value: 34.72911995025639
verified: no, type: v_measures
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verified: no, task: type: Reranking
dataset: type: None
name: MTEB StackOverflowDupQuestions
config: default
split: test
revision: e185fbe320c72810689fc5848eb6114e1ef5ec69
metrics: type: map
value: 52.975020393803675
verified: no, type: mrr
value: 53.87404772515067
verified: no, task: type: Summarization
dataset: type: None
name: MTEB SummEval
config: default
split: test
revision: cda12ad7615edc362dbf25a00fdd61d3b1eaf93c
metrics: type: cos_sim_pearson
value: 30.205065693047615
verified: no, type: cos_sim_spearman
value: 28.307951294409406
verified: no, type: dot_pearson
value: 29.15581947828465
verified: no, type: dot_spearman
value: 28.222470759389505
verified: no, task: type: Retrieval
dataset: type: None
name: MTEB TRECCOVID
config: default
split: test
revision: bb9466bac8153a0349341eb1b22e06409e78ef4e
metrics: type: map_at_1
value: 0.249
verified: no, type: map_at_10
value: 2.243
verified: no, type: map_at_100
value: 13.791
verified: no, type: map_at_1000
value: 32.539
verified: no, type: map_at_20
value: 4.112
verified: no, type: map_at_3
value: 0.7060000000000001
verified: no, type: map_at_5
value: 1.1860000000000002
verified: no, type: mrr_at_1
value: 96
verified: no, type: mrr_at_10
value: 98
verified: no, type: mrr_at_100
value: 98
verified: no, type: mrr_at_1000
value: 98
verified: no, type: mrr_at_20
value: 98
verified: no, type: mrr_at_3
value: 98
verified: no, type: mrr_at_5
value: 98
verified: no, type: ndcg_at_1
value: 92
verified: no, type: ndcg_at_10
value: 86.083
verified: no, type: ndcg_at_100
value: 66.471
verified: no, type: ndcg_at_1000
value: 57.31699999999999
verified: no, type: ndcg_at_20
value: 82.783
verified: no, type: ndcg_at_3
value: 88.805
verified: no, type: ndcg_at_5
value: 88.96
verified: no, type: precision_at_1
value: 96
verified: no, type: precision_at_10
value: 91.2
verified: no, type: precision_at_100
value: 68.16
verified: no, type: precision_at_1000
value: 25.290000000000003
verified: no, type: precision_at_20
value: 86.9
verified: no, type: precision_at_3
value: 94
verified: no, type: precision_at_5
value: 94.39999999999999
verified: no, type: recall_at_1
value: 0.249
verified: no, type: recall_at_10
value: 2.3800000000000003
verified: no, type: recall_at_100
value: 16.45
verified: no, type: recall_at_1000
value: 53.1
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value: 4.4670000000000005
verified: no, type: recall_at_3
value: 0.734
verified: no, type: recall_at_5
value: 1.246
verified: no, task: type: Retrieval
dataset: type: None
name: MTEB Touche2020
config: default
split: test
revision: a34f9a33db75fa0cbb21bb5cfc3dae8dc8bec93f
metrics: type: map_at_1
value: 3.2520000000000002
verified: no, type: map_at_10
value: 11.805
verified: no, type: map_at_100
value: 18.749
verified: no, type: map_at_1000
value: 20.416999999999998
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value: 14.685
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value: 6.6739999999999995
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value: 8.863
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value: 42.857
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value: 57.635999999999996
verified: no, type: mrr_at_100
value: 58.034
verified: no, type: mrr_at_1000
value: 58.048
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value: 57.979
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value: 54.422000000000004
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value: 56.15599999999999
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value: 39.796
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value: 30.263
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value: 40.825
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value: 52.447
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value: 30.453000000000003
verified: no, type: ndcg_at_3
value: 35.086
verified: no, type: ndcg_at_5
value: 31.947
verified: no, type: precision_at_1
value: 42.857
verified: no, type: precision_at_10
value: 26.327
verified: no, type: precision_at_100
value: 8.041
verified: no, type: precision_at_1000
value: 1.582
verified: no, type: precision_at_20
value: 19.592000000000002
verified: no, type: precision_at_3
value: 36.054
verified: no, type: precision_at_5
value: 31.019999999999996
verified: no, type: recall_at_1
value: 3.2520000000000002
verified: no, type: recall_at_10
value: 18.471
verified: no, type: recall_at_100
value: 49.08
verified: no, type: recall_at_1000
value: 84.733
verified: no, type: recall_at_20
value: 26.389000000000003
verified: no, type: recall_at_3
value: 8.051
verified: no, type: recall_at_5
value: 11.672
verified: no, task: type: Classification
dataset: type: None
name: MTEB ToxicConversationsClassification
config: default
split: test
revision: edfaf9da55d3dd50d43143d90c1ac476895ae6de
metrics: type: accuracy
value: 68.10546875
verified: no, type: ap
value: 12.899352291322325
verified: no, type: f1
value: 52.14484661172115
verified: no, task: type: Classification
dataset: type: None
name: MTEB TweetSentimentExtractionClassification
config: default
split: test
revision: d604517c81ca91fe16a244d1248fc021f9ecee7a
metrics: type: accuracy
value: 62.323146576117715
verified: no, type: f1
value: 62.6518883448989
verified: no, task: type: Clustering
dataset: type: None
name: MTEB TwentyNewsgroupsClustering
config: default
split: test
revision: 6125ec4e24fa026cec8a478383ee943acfbd5449
metrics: type: v_measure
value: 51.261957327618525
verified: no, type: v_measures
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verified: no, task: type: PairClassification
dataset: type: None
name: MTEB TwitterSemEval2015
config: default
split: test
revision: 70970daeab8776df92f5ea462b6173c0b46fd2d1
metrics: type: cos_sim_accuracy
value: 87.09542826488645
verified: no, type: cos_sim_ap
value: 77.72170475021885
verified: no, type: cos_sim_f1
value: 70.67669172932331
verified: no, type: cos_sim_precision
value: 64.5238614077141
verified: no, type: cos_sim_recall
value: 78.12664907651715
verified: no, type: dot_accuracy
value: 83.96614412588663
verified: no, type: dot_ap
value: 68.08590796036842
verified: no, type: dot_f1
value: 63.934426229508205
verified: no, type: dot_precision
value: 58.854860186418115
verified: no, type: dot_recall
value: 69.9736147757256
verified: no, type: euclidean_accuracy
value: 87.20271800679502
verified: no, type: euclidean_ap
value: 77.87533191263717
verified: no, type: euclidean_f1
value: 70.92216475337455
verified: no, type: euclidean_precision
value: 67.94778825235677
verified: no, type: euclidean_recall
value: 74.1688654353562
verified: no, type: manhattan_accuracy
value: 87.20867854801216
verified: no, type: manhattan_ap
value: 77.84249032925085
verified: no, type: manhattan_f1
value: 71.11665626949471
verified: no, type: manhattan_precision
value: 67.45562130177515
verified: no, type: manhattan_recall
value: 75.19788918205805
verified: no, type: max_accuracy
value: 87.20867854801216
verified: no, type: max_ap
value: 77.87533191263717
verified: no, type: max_f1
value: 71.11665626949471
verified: no, task: type: PairClassification
dataset: type: None
name: MTEB TwitterURLCorpus
config: default
split: test
revision: 8b6510b0b1fa4e4c4f879467980e9be563ec1cdf
metrics: type: cos_sim_accuracy
value: 89.22070865836147
verified: no, type: cos_sim_ap
value: 86.38617271379728
verified: no, type: cos_sim_f1
value: 78.946594085626
verified: no, type: cos_sim_precision
value: 75.5774647887324
verified: no, type: cos_sim_recall
value: 82.63012011087157
verified: no, type: dot_accuracy
value: 87.16963558039352
verified: no, type: dot_ap
value: 82.0965358395614
verified: no, type: dot_f1
value: 75.00997859138575
verified: no, type: dot_precision
value: 70.93541966920596
verified: no, type: dot_recall
value: 79.58115183246073
verified: no, type: euclidean_accuracy
value: 89.14891139830016
verified: no, type: euclidean_ap
value: 86.28000880804873
verified: no, type: euclidean_f1
value: 78.7341306347746
verified: no, type: euclidean_precision
value: 75.40706280397546
verified: no, type: euclidean_recall
value: 82.36834000615954
verified: no, type: manhattan_accuracy
value: 89.15279233127644
verified: no, type: manhattan_ap
value: 86.25024653784152
verified: no, type: manhattan_f1
value: 78.72760457406788
verified: no, type: manhattan_precision
value: 76.25369795800563
verified: no, type: manhattan_recall
value: 81.36741607637819
verified: no, type: max_accuracy
value: 89.22070865836147
verified: no, type: max_ap
value: 86.38617271379728
verified: no, type: max_f1
value: 78.946594085626
verified: no
license: apache-2.0
language: en
base_model: answerdotai/ModernBERT-large, lightonai/modernbert-embed-large-unsupervised
Likes: 27 | All-time downloads: 469626
Created: 2025-01-13 10:21:29