Model: mlx-community/nomicai-modernbert-embed-base-4bit
Author: mlx-community
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, safetensors, modernbert, feature-extraction, sentence-similarity, mteb, transformers.js, mlx, en, base_model:answerdotai/ModernBERT-base, base_model:finetune:answerdotai/ModernBERT-base, license:apache-2.0, model-index, text-embeddings-inference, endpoints_compatible, region:us
Base models (finetune): id: answerdotai/ModernBERT-base
Card metadata: pipeline_tag: sentence-similarity
tags: sentence-transformers, feature-extraction, sentence-similarity, mteb, transformers.js, mlx
license: apache-2.0
language: en
base_model: answerdotai/ModernBERT-base, nomic-ai/modernbert-embed-unsupervised
base_model_relation: finetune
model-index: name: binarize_False
results: task: type: Classification
dataset: name: MTEB AmazonCounterfactualClassification (en)
type: None
config: en
split: test
revision: e8379541af4e31359cca9fbcf4b00f2671dba205
metrics: type: accuracy
value: 78.13432835820896
verified: no, type: ap
value: 42.190424731303246
verified: no, type: f1
value: 72.34446401534811
verified: no, task: type: Classification
dataset: name: MTEB AmazonPolarityClassification
type: None
config: default
split: test
revision: e2d317d38cd51312af73b3d32a06d1a08b442046
metrics: type: accuracy
value: 93.093825
verified: no, type: ap
value: 90.03727505544286
verified: no, type: f1
value: 93.0874055138833
verified: no, task: type: Classification
dataset: name: MTEB AmazonReviewsClassification (en)
type: None
config: en
split: test
revision: 1399c76144fd37290681b995c656ef9b2e06e26d
metrics: type: accuracy
value: 48.428000000000004
verified: no, type: f1
value: 47.74311520203536
verified: no, task: type: Retrieval
dataset: name: MTEB ArguAna
type: None
config: default
split: test
revision: c22ab2a51041ffd869aaddef7af8d8215647e41a
metrics: type: map_at_1
value: 23.898
verified: no, type: map_at_10
value: 39.775
verified: no, type: map_at_100
value: 40.827000000000005
verified: no, type: map_at_1000
value: 40.837
verified: no, type: map_at_20
value: 40.604
verified: no, type: map_at_3
value: 34.519
verified: no, type: map_at_5
value: 37.307
verified: no, type: mrr_at_1
value: 24.395
verified: no, type: mrr_at_10
value: 39.963
verified: no, type: mrr_at_100
value: 41.014
verified: no, type: mrr_at_1000
value: 41.024
verified: no, type: mrr_at_20
value: 40.791
verified: no, type: mrr_at_3
value: 34.732
verified: no, type: mrr_at_5
value: 37.480999999999995
verified: no, type: ndcg_at_1
value: 23.898
verified: no, type: ndcg_at_10
value: 48.962
verified: no, type: ndcg_at_100
value: 53.386
verified: no, type: ndcg_at_1000
value: 53.634
verified: no, type: ndcg_at_20
value: 51.898999999999994
verified: no, type: ndcg_at_3
value: 38.034
verified: no, type: ndcg_at_5
value: 43.036
verified: no, type: precision_at_1
value: 23.898
verified: no, type: precision_at_10
value: 7.852
verified: no, type: precision_at_100
value: 0.9769999999999999
verified: no, type: precision_at_1000
value: 0.1
verified: no, type: precision_at_20
value: 4.4990000000000006
verified: no, type: precision_at_3
value: 16.073999999999998
verified: no, type: precision_at_5
value: 12.063
verified: no, type: recall_at_1
value: 23.898
verified: no, type: recall_at_10
value: 78.521
verified: no, type: recall_at_100
value: 97.724
verified: no, type: recall_at_1000
value: 99.644
verified: no, type: recall_at_20
value: 89.972
verified: no, type: recall_at_3
value: 48.222
verified: no, type: recall_at_5
value: 60.313
verified: no, task: type: Clustering
dataset: name: MTEB ArxivClusteringP2P
type: None
config: default
split: test
revision: a122ad7f3f0291bf49cc6f4d32aa80929df69d5d
metrics: type: v_measure
value: 47.69067314293749
verified: no, type: v_measures
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verified: no, task: type: Clustering
dataset: name: MTEB ArxivClusteringS2S
type: None
config: default
split: test
revision: f910caf1a6075f7329cdf8c1a6135696f37dbd53
metrics: type: v_measure
value: 38.0916537995626
verified: no, type: v_measures
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verified: no, task: type: Reranking
dataset: name: MTEB AskUbuntuDupQuestions
type: None
config: default
split: test
revision: 2000358ca161889fa9c082cb41daa8dcfb161a54
metrics: type: map
value: 62.33195643912506
verified: no, type: mrr
value: 76.43978366970057
verified: no, task: type: STS
dataset: name: MTEB BIOSSES
type: None
config: default
split: test
revision: d3fb88f8f02e40887cd149695127462bbcf29b4a
metrics: type: cos_sim_pearson
value: 81.20285894915236
verified: no, type: cos_sim_spearman
value: 78.16322678527897
verified: no, type: euclidean_pearson
value: 80.6118408638417
verified: no, type: euclidean_spearman
value: 78.19033583671204
verified: no, type: manhattan_pearson
value: 80.41282660275819
verified: no, type: manhattan_spearman
value: 77.98611431591628
verified: no, task: type: Classification
dataset: name: MTEB Banking77Classification
type: None
config: default
split: test
revision: 0fd18e25b25c072e09e0d92ab615fda904d66300
metrics: type: accuracy
value: 85.25324675324676
verified: no, type: f1
value: 85.19854235582687
verified: no, task: type: Clustering
dataset: name: MTEB BiorxivClusteringP2P
type: None
config: default
split: test
revision: 65b79d1d13f80053f67aca9498d9402c2d9f1f40
metrics: type: v_measure
value: 39.65216461057432
verified: no, type: v_measures
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verified: no, task: type: Clustering
dataset: name: MTEB BiorxivClusteringS2S
type: None
config: default
split: test
revision: 258694dd0231531bc1fd9de6ceb52a0853c6d908
metrics: type: v_measure
value: 33.28787287895752
verified: no, type: v_measures
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verified: no, task: type: Retrieval
dataset: name: MTEB CQADupstackAndroidRetrieval
type: BeIR/cqadupstack
config: default
split: test
revision: f46a197baaae43b4f621051089b82a364682dfeb
metrics: type: map_at_1
value: 32.677
verified: no, type: map_at_10
value: 43.739
verified: no, type: map_at_100
value: 45.152
verified: no, type: map_at_1000
value: 45.279
verified: no, type: map_at_20
value: 44.553
verified: no, type: map_at_3
value: 40.321
verified: no, type: map_at_5
value: 42.201
verified: no, type: mrr_at_1
value: 40.2
verified: no, type: mrr_at_10
value: 49.755
verified: no, type: mrr_at_100
value: 50.468
verified: no, type: mrr_at_1000
value: 50.513
verified: no, type: mrr_at_20
value: 50.192
verified: no, type: mrr_at_3
value: 47.163
verified: no, type: mrr_at_5
value: 48.686
verified: no, type: ndcg_at_1
value: 40.2
verified: no, type: ndcg_at_10
value: 49.963
verified: no, type: ndcg_at_100
value: 54.978
verified: no, type: ndcg_at_1000
value: 56.979
verified: no, type: ndcg_at_20
value: 51.983000000000004
verified: no, type: ndcg_at_3
value: 45.086999999999996
verified: no, type: ndcg_at_5
value: 47.309
verified: no, type: precision_at_1
value: 40.2
verified: no, type: precision_at_10
value: 9.328
verified: no, type: precision_at_100
value: 1.443
verified: no, type: precision_at_1000
value: 0.19
verified: no, type: precision_at_20
value: 5.558
verified: no, type: precision_at_3
value: 21.364
verified: no, type: precision_at_5
value: 15.222
verified: no, type: recall_at_1
value: 32.677
verified: no, type: recall_at_10
value: 61.71
verified: no, type: recall_at_100
value: 82.431
verified: no, type: recall_at_1000
value: 94.896
verified: no, type: recall_at_20
value: 68.73700000000001
verified: no, type: recall_at_3
value: 47.431
verified: no, type: recall_at_5
value: 53.739000000000004
verified: no, type: map_at_1
value: 27.734166666666667
verified: no, type: map_at_10
value: 36.858
verified: no, type: map_at_100
value: 38.043833333333325
verified: no, type: map_at_1000
value: 38.15541666666667
verified: no, type: map_at_20
value: 37.521249999999995
verified: no, type: map_at_3
value: 34.07658333333333
verified: no, type: map_at_5
value: 35.62683333333333
verified: no, type: mrr_at_1
value: 32.676249999999996
verified: no, type: mrr_at_10
value: 40.999
verified: no, type: mrr_at_100
value: 41.835
verified: no, type: mrr_at_1000
value: 41.8895
verified: no, type: mrr_at_20
value: 41.4865
verified: no, type: mrr_at_3
value: 38.645
verified: no, type: mrr_at_5
value: 39.99725000000001
verified: no, type: ndcg_at_1
value: 32.676249999999996
verified: no, type: ndcg_at_10
value: 42.08016666666666
verified: no, type: ndcg_at_100
value: 47.082750000000004
verified: no, type: ndcg_at_1000
value: 49.276583333333335
verified: no, type: ndcg_at_20
value: 44.04808333333334
verified: no, type: ndcg_at_3
value: 37.43375
verified: no, type: ndcg_at_5
value: 39.623000000000005
verified: no, type: precision_at_1
value: 32.676249999999996
verified: no, type: precision_at_10
value: 7.271
verified: no, type: precision_at_100
value: 1.1458333333333333
verified: no, type: precision_at_1000
value: 0.152
verified: no, type: precision_at_20
value: 4.282916666666667
verified: no, type: precision_at_3
value: 17.061416666666666
verified: no, type: precision_at_5
value: 12.05466666666667
verified: no, type: recall_at_1
value: 27.734166666666667
verified: no, type: recall_at_10
value: 53.33574999999999
verified: no, type: recall_at_100
value: 75.16275
verified: no, type: recall_at_1000
value: 90.34891666666665
verified: no, type: recall_at_20
value: 60.4935
verified: no, type: recall_at_3
value: 40.377916666666664
verified: no, type: recall_at_5
value: 46.0195
verified: no, task: type: Retrieval
dataset: name: MTEB CQADupstackEnglishRetrieval
type: BeIR/cqadupstack
config: default
split: test
revision: ad9991cb51e31e31e430383c75ffb2885547b5f0
metrics: type: map_at_1
value: 32.71
verified: no, type: map_at_10
value: 43.297000000000004
verified: no, type: map_at_100
value: 44.607
verified: no, type: map_at_1000
value: 44.729
verified: no, type: map_at_20
value: 44.013999999999996
verified: no, type: map_at_3
value: 40.213
verified: no, type: map_at_5
value: 42.004000000000005
verified: no, type: mrr_at_1
value: 40.892
verified: no, type: mrr_at_10
value: 49.394
verified: no, type: mrr_at_100
value: 50.005
verified: no, type: mrr_at_1000
value: 50.043000000000006
verified: no, type: mrr_at_20
value: 49.764
verified: no, type: mrr_at_3
value: 47.134
verified: no, type: mrr_at_5
value: 48.522
verified: no, type: ndcg_at_1
value: 40.892
verified: no, type: ndcg_at_10
value: 49.047000000000004
verified: no, type: ndcg_at_100
value: 53.266999999999996
verified: no, type: ndcg_at_1000
value: 55.096999999999994
verified: no, type: ndcg_at_20
value: 50.707
verified: no, type: ndcg_at_3
value: 44.896
verified: no, type: ndcg_at_5
value: 46.983000000000004
verified: no, type: precision_at_1
value: 40.892
verified: no, type: precision_at_10
value: 9.293
verified: no, type: precision_at_100
value: 1.473
verified: no, type: precision_at_1000
value: 0.192
verified: no, type: precision_at_20
value: 5.446
verified: no, type: precision_at_3
value: 21.592
verified: no, type: precision_at_5
value: 15.540999999999999
verified: no, type: recall_at_1
value: 32.71
verified: no, type: recall_at_10
value: 58.592999999999996
verified: no, type: recall_at_100
value: 76.242
verified: no, type: recall_at_1000
value: 87.717
verified: no, type: recall_at_20
value: 64.646
verified: no, type: recall_at_3
value: 46.253
verified: no, type: recall_at_5
value: 51.946999999999996
verified: no, task: type: Retrieval
dataset: name: MTEB CQADupstackGamingRetrieval
type: BeIR/cqadupstack
config: default
split: test
revision: 4885aa143210c98657558c04aaf3dc47cfb54340
metrics: type: map_at_1
value: 41.644999999999996
verified: no, type: map_at_10
value: 53.825
verified: no, type: map_at_100
value: 54.82
verified: no, type: map_at_1000
value: 54.87499999999999
verified: no, type: map_at_20
value: 54.43
verified: no, type: map_at_3
value: 50.705
verified: no, type: map_at_5
value: 52.501
verified: no, type: mrr_at_1
value: 47.524
verified: no, type: mrr_at_10
value: 57.260999999999996
verified: no, type: mrr_at_100
value: 57.902
verified: no, type: mrr_at_1000
value: 57.931999999999995
verified: no, type: mrr_at_20
value: 57.689
verified: no, type: mrr_at_3
value: 55.089
verified: no, type: mrr_at_5
value: 56.38999999999999
verified: no, type: ndcg_at_1
value: 47.524
verified: no, type: ndcg_at_10
value: 59.41499999999999
verified: no, type: ndcg_at_100
value: 63.258
verified: no, type: ndcg_at_1000
value: 64.376
verified: no, type: ndcg_at_20
value: 61.149
verified: no, type: ndcg_at_3
value: 54.381
verified: no, type: ndcg_at_5
value: 56.89999999999999
verified: no, type: precision_at_1
value: 47.524
verified: no, type: precision_at_10
value: 9.386
verified: no, type: precision_at_100
value: 1.221
verified: no, type: precision_at_1000
value: 0.136
verified: no, type: precision_at_20
value: 5.223
verified: no, type: precision_at_3
value: 24.096
verified: no, type: precision_at_5
value: 16.364
verified: no, type: recall_at_1
value: 41.644999999999996
verified: no, type: recall_at_10
value: 72.386
verified: no, type: recall_at_100
value: 88.794
verified: no, type: recall_at_1000
value: 96.75399999999999
verified: no, type: recall_at_20
value: 78.74
verified: no, type: recall_at_3
value: 59.028000000000006
verified: no, type: recall_at_5
value: 65.197
verified: no, task: type: Retrieval
dataset: name: MTEB CQADupstackGisRetrieval
type: BeIR/cqadupstack
config: default
split: test
revision: 5003b3064772da1887988e05400cf3806fe491f2
metrics: type: map_at_1
value: 28.648
verified: no, type: map_at_10
value: 36.388999999999996
verified: no, type: map_at_100
value: 37.372
verified: no, type: map_at_1000
value: 37.457
verified: no, type: map_at_20
value: 36.912
verified: no, type: map_at_3
value: 34.076
verified: no, type: map_at_5
value: 35.415
verified: no, type: mrr_at_1
value: 30.508000000000003
verified: no, type: mrr_at_10
value: 38.132
verified: no, type: mrr_at_100
value: 39.04
verified: no, type: mrr_at_1000
value: 39.106
verified: no, type: mrr_at_20
value: 38.643
verified: no, type: mrr_at_3
value: 35.876000000000005
verified: no, type: mrr_at_5
value: 37.208999999999996
verified: no, type: ndcg_at_1
value: 30.508000000000003
verified: no, type: ndcg_at_10
value: 40.762
verified: no, type: ndcg_at_100
value: 45.732
verified: no, type: ndcg_at_1000
value: 47.799
verified: no, type: ndcg_at_20
value: 42.591
verified: no, type: ndcg_at_3
value: 36.266999999999996
verified: no, type: ndcg_at_5
value: 38.58
verified: no, type: precision_at_1
value: 30.508000000000003
verified: no, type: precision_at_10
value: 6.010999999999999
verified: no, type: precision_at_100
value: 0.897
verified: no, type: precision_at_1000
value: 0.11100000000000002
verified: no, type: precision_at_20
value: 3.412
verified: no, type: precision_at_3
value: 14.991
verified: no, type: precision_at_5
value: 10.328
verified: no, type: recall_at_1
value: 28.648
verified: no, type: recall_at_10
value: 52.342999999999996
verified: no, type: recall_at_100
value: 75.268
verified: no, type: recall_at_1000
value: 90.641
verified: no, type: recall_at_20
value: 59.303
verified: no, type: recall_at_3
value: 40.447
verified: no, type: recall_at_5
value: 46.117000000000004
verified: no, task: type: Retrieval
dataset: name: MTEB CQADupstackMathematicaRetrieval
type: BeIR/cqadupstack
config: default
split: test
revision: 90fceea13679c63fe563ded68f3b6f06e50061de
metrics: type: map_at_1
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verified: no, type: map_at_10
value: 27.148
verified: no, type: map_at_100
value: 28.317999999999998
verified: no, type: map_at_1000
value: 28.427999999999997
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
value: 28.105000000000004
verified: no, type: ndcg_at_5
value: 30.04
verified: no, type: precision_at_1
value: 22.886
verified: no, type: precision_at_10
value: 5.808
verified: no, type: precision_at_100
value: 0.985
verified: no, type: precision_at_1000
value: 0.13699999999999998
verified: no, type: precision_at_20
value: 3.495
verified: no, type: precision_at_3
value: 13.639999999999999
verified: no, type: precision_at_5
value: 9.577
verified: no, type: recall_at_1
value: 18.476
verified: no, type: recall_at_10
value: 43.442
verified: no, type: recall_at_100
value: 67.376
verified: no, type: recall_at_1000
value: 86.874
verified: no, type: recall_at_20
value: 51.038
verified: no, type: recall_at_3
value: 31.785999999999998
verified: no, type: recall_at_5
value: 36.858999999999995
verified: no, task: type: Retrieval
dataset: name: MTEB CQADupstackPhysicsRetrieval
type: BeIR/cqadupstack
config: default
split: test
revision: 79531abbd1fb92d06c6d6315a0cbbbf5bb247ea4
metrics: type: map_at_1
value: 29.098000000000003
verified: no, type: map_at_10
value: 38.97
verified: no, type: map_at_100
value: 40.293
verified: no, type: map_at_1000
value: 40.397
verified: no, type: map_at_20
value: 39.778999999999996
verified: no, type: map_at_3
value: 35.723
verified: no, type: map_at_5
value: 37.519999999999996
verified: no, type: mrr_at_1
value: 35.515
verified: no, type: mrr_at_10
value: 44.55
verified: no, type: mrr_at_100
value: 45.37
verified: no, type: mrr_at_1000
value: 45.412
verified: no, type: mrr_at_20
value: 45.054
verified: no, type: mrr_at_3
value: 41.835
verified: no, type: mrr_at_5
value: 43.356
verified: no, type: ndcg_at_1
value: 35.515
verified: no, type: ndcg_at_10
value: 44.91
verified: no, type: ndcg_at_100
value: 50.27700000000001
verified: no, type: ndcg_at_1000
value: 52.215
verified: no, type: ndcg_at_20
value: 47.235
verified: no, type: ndcg_at_3
value: 39.505
verified: no, type: ndcg_at_5
value: 42.016
verified: no, type: precision_at_1
value: 35.515
verified: no, type: precision_at_10
value: 8.152
verified: no, type: precision_at_100
value: 1.262
verified: no, type: precision_at_1000
value: 0.16
verified: no, type: precision_at_20
value: 4.851
verified: no, type: precision_at_3
value: 18.447
verified: no, type: precision_at_5
value: 13.321
verified: no, type: recall_at_1
value: 29.098000000000003
verified: no, type: recall_at_10
value: 57.115
verified: no, type: recall_at_100
value: 79.467
verified: no, type: recall_at_1000
value: 92.162
verified: no, type: recall_at_20
value: 65.161
verified: no, type: recall_at_3
value: 42.254000000000005
verified: no, type: recall_at_5
value: 48.415
verified: no, task: type: Retrieval
dataset: name: MTEB CQADupstackProgrammersRetrieval
type: BeIR/cqadupstack
config: default
split: test
revision: 6184bc1440d2dbc7612be22b50686b8826d22b32
metrics: type: map_at_1
value: 27.372000000000003
verified: no, type: map_at_10
value: 37.781
verified: no, type: map_at_100
value: 39.128
verified: no, type: map_at_1000
value: 39.238
verified: no, type: map_at_20
value: 38.592
verified: no, type: map_at_3
value: 34.782999999999994
verified: no, type: map_at_5
value: 36.466
verified: no, type: mrr_at_1
value: 33.904
verified: no, type: mrr_at_10
value: 43.15
verified: no, type: mrr_at_100
value: 44.049
verified: no, type: mrr_at_1000
value: 44.107
verified: no, type: mrr_at_20
value: 43.721
verified: no, type: mrr_at_3
value: 40.677
verified: no, type: mrr_at_5
value: 42.19
verified: no, type: ndcg_at_1
value: 33.904
verified: no, type: ndcg_at_10
value: 43.527
verified: no, type: ndcg_at_100
value: 49.004999999999995
verified: no, type: ndcg_at_1000
value: 51.276999999999994
verified: no, type: ndcg_at_20
value: 45.988
verified: no, type: ndcg_at_3
value: 38.824999999999996
verified: no, type: ndcg_at_5
value: 41.04
verified: no, type: precision_at_1
value: 33.904
verified: no, type: precision_at_10
value: 7.854
verified: no, type: precision_at_100
value: 1.2309999999999999
verified: no, type: precision_at_1000
value: 0.16
verified: no, type: precision_at_20
value: 4.692
verified: no, type: precision_at_3
value: 18.531
verified: no, type: precision_at_5
value: 13.150999999999998
verified: no, type: recall_at_1
value: 27.372000000000003
verified: no, type: recall_at_10
value: 55.245999999999995
verified: no, type: recall_at_100
value: 78.278
verified: no, type: recall_at_1000
value: 93.718
verified: no, type: recall_at_20
value: 64.095
verified: no, type: recall_at_3
value: 41.665
verified: no, type: recall_at_5
value: 47.632000000000005
verified: no, task: type: Retrieval
dataset: name: MTEB CQADupstackStatsRetrieval
type: BeIR/cqadupstack
config: default
split: test
revision: 65ac3a16b8e91f9cee4c9828cc7c335575432a2a
metrics: type: map_at_1
value: 25.653
verified: no, type: map_at_10
value: 32.151
verified: no, type: map_at_100
value: 33.152
verified: no, type: map_at_1000
value: 33.243
verified: no, type: map_at_20
value: 32.717
verified: no, type: map_at_3
value: 30.287
verified: no, type: map_at_5
value: 31.25
verified: no, type: mrr_at_1
value: 28.988000000000003
verified: no, type: mrr_at_10
value: 35.131
verified: no, type: mrr_at_100
value: 36.002
verified: no, type: mrr_at_1000
value: 36.069
verified: no, type: mrr_at_20
value: 35.61
verified: no, type: mrr_at_3
value: 33.308
verified: no, type: mrr_at_5
value: 34.259
verified: no, type: ndcg_at_1
value: 28.988000000000003
verified: no, type: ndcg_at_10
value: 35.988
verified: no, type: ndcg_at_100
value: 40.764
verified: no, type: ndcg_at_1000
value: 43.112
verified: no, type: ndcg_at_20
value: 37.852999999999994
verified: no, type: ndcg_at_3
value: 32.562000000000005
verified: no, type: ndcg_at_5
value: 33.983000000000004
verified: no, type: precision_at_1
value: 28.988000000000003
verified: no, type: precision_at_10
value: 5.475
verified: no, type: precision_at_100
value: 0.8500000000000001
verified: no, type: precision_at_1000
value: 0.11199999999999999
verified: no, type: precision_at_20
value: 3.229
verified: no, type: precision_at_3
value: 13.905999999999999
verified: no, type: precision_at_5
value: 9.386999999999999
verified: no, type: recall_at_1
value: 25.653
verified: no, type: recall_at_10
value: 44.962
verified: no, type: recall_at_100
value: 66.405
verified: no, type: recall_at_1000
value: 83.88799999999999
verified: no, type: recall_at_20
value: 51.79899999999999
verified: no, type: recall_at_3
value: 35.144999999999996
verified: no, type: recall_at_5
value: 38.814
verified: no, task: type: Retrieval
dataset: name: MTEB CQADupstackTexRetrieval
type: BeIR/cqadupstack
config: default
split: test
revision: 46989137a86843e03a6195de44b09deda022eec7
metrics: type: map_at_1
value: 17.825
verified: no, type: map_at_10
value: 25.592
verified: no, type: map_at_100
value: 26.613999999999997
verified: no, type: map_at_1000
value: 26.734
verified: no, type: map_at_20
value: 26.115
verified: no, type: map_at_3
value: 23.119
verified: no, type: map_at_5
value: 24.54
verified: no, type: mrr_at_1
value: 21.335
verified: no, type: mrr_at_10
value: 29.165000000000003
verified: no, type: mrr_at_100
value: 30.049
verified: no, type: mrr_at_1000
value: 30.121
verified: no, type: mrr_at_20
value: 29.639
verified: no, type: mrr_at_3
value: 26.863999999999997
verified: no, type: mrr_at_5
value: 28.185
verified: no, type: ndcg_at_1
value: 21.335
verified: no, type: ndcg_at_10
value: 30.357
verified: no, type: ndcg_at_100
value: 35.410000000000004
verified: no, type: ndcg_at_1000
value: 38.24
verified: no, type: ndcg_at_20
value: 32.08
verified: no, type: ndcg_at_3
value: 25.95
verified: no, type: ndcg_at_5
value: 28.081
verified: no, type: precision_at_1
value: 21.335
verified: no, type: precision_at_10
value: 5.506
verified: no, type: precision_at_100
value: 0.928
verified: no, type: precision_at_1000
value: 0.135
verified: no, type: precision_at_20
value: 3.2550000000000003
verified: no, type: precision_at_3
value: 12.239
verified: no, type: precision_at_5
value: 8.885
verified: no, type: recall_at_1
value: 17.825
verified: no, type: recall_at_10
value: 41.105999999999995
verified: no, type: recall_at_100
value: 64.17
verified: no, type: recall_at_1000
value: 84.19200000000001
verified: no, type: recall_at_20
value: 47.497
verified: no, type: recall_at_3
value: 28.862
verified: no, type: recall_at_5
value: 34.348
verified: no, task: type: Retrieval
dataset: name: MTEB CQADupstackUnixRetrieval
type: BeIR/cqadupstack
config: default
split: test
revision: 6c6430d3a6d36f8d2a829195bc5dc94d7e063e53
metrics: type: map_at_1
value: 29.435
verified: no, type: map_at_10
value: 38.261
verified: no, type: map_at_100
value: 39.242
verified: no, type: map_at_1000
value: 39.347
verified: no, type: map_at_20
value: 38.742
verified: no, type: map_at_3
value: 35.457
verified: no, type: map_at_5
value: 37.043
verified: no, type: mrr_at_1
value: 34.235
verified: no, type: mrr_at_10
value: 42.24
verified: no, type: mrr_at_100
value: 42.988
verified: no, type: mrr_at_1000
value: 43.043
verified: no, type: mrr_at_20
value: 42.613
verified: no, type: mrr_at_3
value: 39.832
verified: no, type: mrr_at_5
value: 41.227000000000004
verified: no, type: ndcg_at_1
value: 34.235
verified: no, type: ndcg_at_10
value: 43.384
verified: no, type: ndcg_at_100
value: 48.14
verified: no, type: ndcg_at_1000
value: 50.414
verified: no, type: ndcg_at_20
value: 44.913
verified: no, type: ndcg_at_3
value: 38.454
verified: no, type: ndcg_at_5
value: 40.776
verified: no, type: precision_at_1
value: 34.235
verified: no, type: precision_at_10
value: 7.164
verified: no, type: precision_at_100
value: 1.065
verified: no, type: precision_at_1000
value: 0.13699999999999998
verified: no, type: precision_at_20
value: 4.021
verified: no, type: precision_at_3
value: 17.226
verified: no, type: precision_at_5
value: 12.071
verified: no, type: recall_at_1
value: 29.435
verified: no, type: recall_at_10
value: 54.93900000000001
verified: no, type: recall_at_100
value: 76.176
verified: no, type: recall_at_1000
value: 91.989
verified: no, type: recall_at_20
value: 60.451
verified: no, type: recall_at_3
value: 41.332
verified: no, type: recall_at_5
value: 47.316
verified: no, task: type: Retrieval
dataset: name: MTEB CQADupstackWebmastersRetrieval
type: BeIR/cqadupstack
config: default
split: test
revision: 160c094312a0e1facb97e55eeddb698c0abe3571
metrics: type: map_at_1
value: 25.605
verified: no, type: map_at_10
value: 34.162
verified: no, type: map_at_100
value: 35.827999999999996
verified: no, type: map_at_1000
value: 36.04
verified: no, type: map_at_20
value: 35.016000000000005
verified: no, type: map_at_3
value: 30.984
verified: no, type: map_at_5
value: 32.717
verified: no, type: mrr_at_1
value: 30.435000000000002
verified: no, type: mrr_at_10
value: 38.681
verified: no, type: mrr_at_100
value: 39.656000000000006
verified: no, type: mrr_at_1000
value: 39.71
verified: no, type: mrr_at_20
value: 39.208999999999996
verified: no, type: mrr_at_3
value: 35.903
verified: no, type: mrr_at_5
value: 37.454
verified: no, type: ndcg_at_1
value: 30.435000000000002
verified: no, type: ndcg_at_10
value: 39.916000000000004
verified: no, type: ndcg_at_100
value: 45.958
verified: no, type: ndcg_at_1000
value: 48.449999999999996
verified: no, type: ndcg_at_20
value: 42.085
verified: no, type: ndcg_at_3
value: 34.696
verified: no, type: ndcg_at_5
value: 37.147000000000006
verified: no, type: precision_at_1
value: 30.435000000000002
verified: no, type: precision_at_10
value: 7.767
verified: no, type: precision_at_100
value: 1.547
verified: no, type: precision_at_1000
value: 0.23800000000000002
verified: no, type: precision_at_20
value: 4.941
verified: no, type: precision_at_3
value: 16.073999999999998
verified: no, type: precision_at_5
value: 11.937000000000001
verified: no, type: recall_at_1
value: 25.605
verified: no, type: recall_at_10
value: 50.654999999999994
verified: no, type: recall_at_100
value: 77.609
verified: no, type: recall_at_1000
value: 93.518
verified: no, type: recall_at_20
value: 58.845000000000006
verified: no, type: recall_at_3
value: 36.272
verified: no, type: recall_at_5
value: 42.596000000000004
verified: no, task: type: Retrieval
dataset: name: MTEB CQADupstackWordpressRetrieval
type: BeIR/cqadupstack
config: default
split: test
revision: 4ffe81d471b1924886b33c7567bfb200e9eec5c4
metrics: type: map_at_1
value: 23.666
verified: no, type: map_at_10
value: 30.980999999999998
verified: no, type: map_at_100
value: 32
verified: no, type: map_at_1000
value: 32.098
verified: no, type: map_at_20
value: 31.621
verified: no, type: map_at_3
value: 28.449999999999996
verified: no, type: map_at_5
value: 29.731999999999996
verified: no, type: mrr_at_1
value: 25.692999999999998
verified: no, type: mrr_at_10
value: 32.788000000000004
verified: no, type: mrr_at_100
value: 33.783
verified: no, type: mrr_at_1000
value: 33.849000000000004
verified: no, type: mrr_at_20
value: 33.408
verified: no, type: mrr_at_3
value: 30.561
verified: no, type: mrr_at_5
value: 31.716
verified: no, type: ndcg_at_1
value: 25.692999999999998
verified: no, type: ndcg_at_10
value: 35.428
verified: no, type: ndcg_at_100
value: 40.375
verified: no, type: ndcg_at_1000
value: 42.802
verified: no, type: ndcg_at_20
value: 37.621
verified: no, type: ndcg_at_3
value: 30.476999999999997
verified: no, type: ndcg_at_5
value: 32.621
verified: no, type: precision_at_1
value: 25.692999999999998
verified: no, type: precision_at_10
value: 5.508
verified: no, type: precision_at_100
value: 0.848
verified: no, type: precision_at_1000
value: 0.116
verified: no, type: precision_at_20
value: 3.272
verified: no, type: precision_at_3
value: 12.631
verified: no, type: precision_at_5
value: 8.872
verified: no, type: recall_at_1
value: 23.666
verified: no, type: recall_at_10
value: 47.532000000000004
verified: no, type: recall_at_100
value: 69.73700000000001
verified: no, type: recall_at_1000
value: 87.83800000000001
verified: no, type: recall_at_20
value: 55.61000000000001
verified: no, type: recall_at_3
value: 34.06
verified: no, type: recall_at_5
value: 39.254
verified: no, task: type: Retrieval
dataset: name: MTEB ClimateFEVER
type: None
config: default
split: test
revision: 47f2ac6acb640fc46020b02a5b59fdda04d39380
metrics: type: map_at_1
value: 16.337
verified: no, type: map_at_10
value: 26.488
verified: no, type: map_at_100
value: 28.415000000000003
verified: no, type: map_at_1000
value: 28.584
verified: no, type: map_at_20
value: 27.557
verified: no, type: map_at_3
value: 22.665
verified: no, type: map_at_5
value: 24.542
verified: no, type: mrr_at_1
value: 36.417
verified: no, type: mrr_at_10
value: 48.001
verified: no, type: mrr_at_100
value: 48.784
verified: no, type: mrr_at_1000
value: 48.809000000000005
verified: no, type: mrr_at_20
value: 48.507
verified: no, type: mrr_at_3
value: 45.103
verified: no, type: mrr_at_5
value: 46.843
verified: no, type: ndcg_at_1
value: 36.417
verified: no, type: ndcg_at_10
value: 35.67
verified: no, type: ndcg_at_100
value: 42.716
verified: no, type: ndcg_at_1000
value: 45.639
verified: no, type: ndcg_at_20
value: 38.471
verified: no, type: ndcg_at_3
value: 30.444
verified: no, type: ndcg_at_5
value: 32.004
verified: no, type: precision_at_1
value: 36.417
verified: no, type: precision_at_10
value: 10.73
verified: no, type: precision_at_100
value: 1.833
verified: no, type: precision_at_1000
value: 0.23800000000000002
verified: no, type: precision_at_20
value: 6.596
verified: no, type: precision_at_3
value: 22.302
verified: no, type: precision_at_5
value: 16.521
verified: no, type: recall_at_1
value: 16.337
verified: no, type: recall_at_10
value: 40.671
verified: no, type: recall_at_100
value: 64.55300000000001
verified: no, type: recall_at_1000
value: 80.934
verified: no, type: recall_at_20
value: 48.381
verified: no, type: recall_at_3
value: 27.279999999999998
verified: no, type: recall_at_5
value: 32.621
verified: no, task: type: Retrieval
dataset: name: MTEB DBPedia
type: None
config: default
split: test
revision: c0f706b76e590d620bd6618b3ca8efdd34e2d659
metrics: type: map_at_1
value: 9.056000000000001
verified: no, type: map_at_10
value: 19.419
verified: no, type: map_at_100
value: 27.069
verified: no, type: map_at_1000
value: 28.666000000000004
verified: no, type: map_at_20
value: 22.434
verified: no, type: map_at_3
value: 13.895
verified: no, type: map_at_5
value: 16.121
verified: no, type: mrr_at_1
value: 69
verified: no, type: mrr_at_10
value: 75.804
verified: no, type: mrr_at_100
value: 76.117
verified: no, type: mrr_at_1000
value: 76.125
verified: no, type: mrr_at_20
value: 76.009
verified: no, type: mrr_at_3
value: 74.375
verified: no, type: mrr_at_5
value: 75.4
verified: no, type: ndcg_at_1
value: 57.49999999999999
verified: no, type: ndcg_at_10
value: 41.495
verified: no, type: ndcg_at_100
value: 45.208
verified: no, type: ndcg_at_1000
value: 52.221
verified: no, type: ndcg_at_20
value: 40.617999999999995
verified: no, type: ndcg_at_3
value: 46.592
verified: no, type: ndcg_at_5
value: 43.559
verified: no, type: precision_at_1
value: 69
verified: no, type: precision_at_10
value: 32.574999999999996
verified: no, type: precision_at_100
value: 10.205
verified: no, type: precision_at_1000
value: 2.036
verified: no, type: precision_at_20
value: 24.687
verified: no, type: precision_at_3
value: 49.75
verified: no, type: precision_at_5
value: 42
verified: no, type: recall_at_1
value: 9.056000000000001
verified: no, type: recall_at_10
value: 24.866
verified: no, type: recall_at_100
value: 50.097
verified: no, type: recall_at_1000
value: 72.038
verified: no, type: recall_at_20
value: 31.858999999999998
verified: no, type: recall_at_3
value: 15.096000000000002
verified: no, type: recall_at_5
value: 18.548000000000002
verified: no, task: type: Classification
dataset: name: MTEB EmotionClassification
type: None
config: default
split: test
revision: 4f58c6b202a23cf9a4da393831edf4f9183cad37
metrics: type: accuracy
value: 48.259999999999984
verified: no, type: f1
value: 43.1498589523159
verified: no, task: type: Retrieval
dataset: name: MTEB FEVER
type: None
config: default
split: test
revision: bea83ef9e8fb933d90a2f1d5515737465d613e12
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
value: 92.965
verified: no, task: type: Retrieval
dataset: name: MTEB FiQA2018
type: None
config: default
split: test
revision: 27a168819829fe9bcd655c2df245fb19452e8e06
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_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_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_3
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verified: no, type: recall_at_5
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verified: no, task: type: Retrieval
dataset: name: MTEB HotpotQA
type: None
config: default
split: test
revision: ab518f4d6fcca38d87c25209f94beba119d02014
metrics: type: map_at_1
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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: 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: 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_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_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: name: MTEB ImdbClassification
type: None
config: default
split: test
revision: 3d86128a09e091d6018b6d26cad27f2739fc2db7
metrics: type: accuracy
value: 86.6108
verified: no, type: ap
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verified: no, type: f1
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verified: no, task: type: Retrieval
dataset: name: MTEB MSMARCO
type: None
config: default
split: dev
revision: c5a29a104738b98a9e76336939199e264163d4a0
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_3
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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_20
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verified: no, type: recall_at_3
value: 41.4
verified: no, type: recall_at_5
value: 50.855
verified: no, task: type: Classification
dataset: name: MTEB MTOPDomainClassification (en)
type: None
config: en
split: test
revision: d80d48c1eb48d3562165c59d59d0034df9fff0bf
metrics: type: accuracy
value: 92.94573643410853
verified: no, type: f1
value: 92.73148878666994
verified: no, task: type: Classification
dataset: name: MTEB MTOPIntentClassification (en)
type: None
config: en
split: test
revision: ae001d0e6b1228650b7bd1c2c65fb50ad11a8aba
metrics: type: accuracy
value: 77.86137710898313
verified: no, type: f1
value: 60.360562463738724
verified: no, task: type: Classification
dataset: name: MTEB MassiveIntentClassification (en)
type: None
config: en
split: test
revision: 31efe3c427b0bae9c22cbb560b8f15491cc6bed7
metrics: type: accuracy
value: 73.83322125084062
verified: no, type: f1
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verified: no, task: type: Classification
dataset: name: MTEB MassiveScenarioClassification (en)
type: None
config: en
split: test
revision: 7d571f92784cd94a019292a1f45445077d0ef634
metrics: type: accuracy
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verified: no, type: f1
value: 77.52039268347185
verified: no, task: type: Clustering
dataset: name: MTEB MedrxivClusteringP2P
type: None
config: default
split: test
revision: e7a26af6f3ae46b30dde8737f02c07b1505bcc73
metrics: type: v_measure
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verified: no, task: type: Clustering
dataset: name: MTEB MedrxivClusteringS2S
type: None
config: default
split: test
revision: 35191c8c0dca72d8ff3efcd72aa802307d469663
metrics: type: v_measure
value: 32.19992734583148
verified: no, type: v_measures
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verified: no, task: type: Reranking
dataset: name: MTEB MindSmallReranking
type: None
config: default
split: test
revision: 3bdac13927fdc888b903db93b2ffdbd90b295a69
metrics: type: map
value: 30.62309561205373
verified: no, type: mrr
value: 31.707879717902554
verified: no, task: type: Retrieval
dataset: name: MTEB NFCorpus
type: None
config: default
split: test
revision: ec0fa4fe99da2ff19ca1214b7966684033a58814
metrics: type: map_at_1
value: 5.668
verified: no, type: map_at_10
value: 12.225999999999999
verified: no, type: map_at_100
value: 15.122
verified: no, type: map_at_1000
value: 16.422
verified: no, type: map_at_20
value: 13.361999999999998
verified: no, type: map_at_3
value: 9.083
verified: no, type: map_at_5
value: 10.5
verified: no, type: mrr_at_1
value: 46.44
verified: no, type: mrr_at_10
value: 53.553
verified: no, type: mrr_at_100
value: 54.15
verified: no, type: mrr_at_1000
value: 54.193000000000005
verified: no, type: mrr_at_20
value: 53.837
verified: no, type: mrr_at_3
value: 51.702999999999996
verified: no, type: mrr_at_5
value: 52.647
verified: no, type: ndcg_at_1
value: 44.272
verified: no, type: ndcg_at_10
value: 33.395
verified: no, type: ndcg_at_100
value: 29.976999999999997
verified: no, type: ndcg_at_1000
value: 38.388
verified: no, type: ndcg_at_20
value: 30.606
verified: no, type: ndcg_at_3
value: 39.212
verified: no, type: ndcg_at_5
value: 36.611
verified: no, type: precision_at_1
value: 46.129999999999995
verified: no, type: precision_at_10
value: 24.334
verified: no, type: precision_at_100
value: 7.553999999999999
verified: no, type: precision_at_1000
value: 1.994
verified: no, type: precision_at_20
value: 17.678
verified: no, type: precision_at_3
value: 36.326
verified: no, type: precision_at_5
value: 31.330999999999996
verified: no, type: recall_at_1
value: 5.668
verified: no, type: recall_at_10
value: 15.837000000000002
verified: no, type: recall_at_100
value: 29.845
verified: no, type: recall_at_1000
value: 60.563
verified: no, type: recall_at_20
value: 18.587999999999997
verified: no, type: recall_at_3
value: 10.096
verified: no, type: recall_at_5
value: 12.261
verified: no, task: type: Retrieval
dataset: name: MTEB NQ
type: None
config: default
split: test
revision: b774495ed302d8c44a3a7ea25c90dbce03968f31
metrics: type: map_at_1
value: 39.335
verified: no, type: map_at_10
value: 54.932
verified: no, type: map_at_100
value: 55.742000000000004
verified: no, type: map_at_1000
value: 55.766000000000005
verified: no, type: map_at_20
value: 55.504
verified: no, type: map_at_3
value: 50.904
verified: no, type: map_at_5
value: 53.388999999999996
verified: no, type: mrr_at_1
value: 44.003
verified: no, type: mrr_at_10
value: 57.419
verified: no, type: mrr_at_100
value: 57.963
verified: no, type: mrr_at_1000
value: 57.981
verified: no, type: mrr_at_20
value: 57.80499999999999
verified: no, type: mrr_at_3
value: 54.30199999999999
verified: no, type: mrr_at_5
value: 56.257000000000005
verified: no, type: ndcg_at_1
value: 43.974999999999994
verified: no, type: ndcg_at_10
value: 62.153999999999996
verified: no, type: ndcg_at_100
value: 65.326
verified: no, type: ndcg_at_1000
value: 65.862
verified: no, type: ndcg_at_20
value: 63.922999999999995
verified: no, type: ndcg_at_3
value: 54.834
verified: no, type: ndcg_at_5
value: 58.857000000000006
verified: no, type: precision_at_1
value: 43.974999999999994
verified: no, type: precision_at_10
value: 9.722
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value: 1.153
verified: no, type: precision_at_1000
value: 0.12
verified: no, type: precision_at_20
value: 5.3
verified: no, type: precision_at_3
value: 24.392
verified: no, type: precision_at_5
value: 16.993
verified: no, type: recall_at_1
value: 39.335
verified: no, type: recall_at_10
value: 81.501
verified: no, type: recall_at_100
value: 94.851
verified: no, type: recall_at_1000
value: 98.817
verified: no, type: recall_at_20
value: 87.968
verified: no, type: recall_at_3
value: 62.795
verified: no, type: recall_at_5
value: 71.985
verified: no, task: type: Retrieval
dataset: name: MTEB QuoraRetrieval
type: None
config: default
split: test
revision: e4e08e0b7dbe3c8700f0daef558ff32256715259
metrics: type: map_at_1
value: 71.222
verified: no, type: map_at_10
value: 85.193
verified: no, type: map_at_100
value: 85.802
verified: no, type: map_at_1000
value: 85.81800000000001
verified: no, type: map_at_20
value: 85.587
verified: no, type: map_at_3
value: 82.253
verified: no, type: map_at_5
value: 84.142
verified: no, type: mrr_at_1
value: 82.04
verified: no, type: mrr_at_10
value: 88.101
verified: no, type: mrr_at_100
value: 88.196
verified: no, type: mrr_at_1000
value: 88.196
verified: no, type: mrr_at_20
value: 88.175
verified: no, type: mrr_at_3
value: 87.145
verified: no, type: mrr_at_5
value: 87.825
verified: no, type: ndcg_at_1
value: 82.04
verified: no, type: ndcg_at_10
value: 88.849
verified: no, type: ndcg_at_100
value: 89.992
verified: no, type: ndcg_at_1000
value: 90.089
verified: no, type: ndcg_at_20
value: 89.468
verified: no, type: ndcg_at_3
value: 86.06899999999999
verified: no, type: ndcg_at_5
value: 87.669
verified: no, type: precision_at_1
value: 82.04
verified: no, type: precision_at_10
value: 13.447000000000001
verified: no, type: precision_at_100
value: 1.528
verified: no, type: precision_at_1000
value: 0.157
verified: no, type: precision_at_20
value: 7.116
verified: no, type: precision_at_3
value: 37.617
verified: no, type: precision_at_5
value: 24.776
verified: no, type: recall_at_1
value: 71.222
verified: no, type: recall_at_10
value: 95.73899999999999
verified: no, type: recall_at_100
value: 99.572
verified: no, type: recall_at_1000
value: 99.988
verified: no, type: recall_at_20
value: 97.725
verified: no, type: recall_at_3
value: 87.742
verified: no, type: recall_at_5
value: 92.23400000000001
verified: no, task: type: Clustering
dataset: name: MTEB RedditClustering
type: None
config: default
split: test
revision: 24640382cdbf8abc73003fb0fa6d111a705499eb
metrics: type: v_measure
value: 56.502005725283524
verified: no, type: v_measures
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verified: no, task: type: Clustering
dataset: name: MTEB RedditClusteringP2P
type: None
config: default
split: test
revision: 385e3cb46b4cfa89021f56c4380204149d0efe33
metrics: type: v_measure
value: 63.14989421688691
verified: no, type: v_measures
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verified: no, task: type: Retrieval
dataset: name: MTEB SCIDOCS
type: None
config: default
split: test
revision: f8c2fcf00f625baaa80f62ec5bd9e1fff3b8ae88
metrics: type: map_at_1
value: 4.4830000000000005
verified: no, type: map_at_10
value: 11.04
verified: no, type: map_at_100
value: 12.764000000000001
verified: no, type: map_at_1000
value: 13.04
verified: no, type: map_at_20
value: 11.953
verified: no, type: map_at_3
value: 8.125
verified: no, type: map_at_5
value: 9.565999999999999
verified: no, type: mrr_at_1
value: 22.1
verified: no, type: mrr_at_10
value: 32.494
verified: no, type: mrr_at_100
value: 33.525
verified: no, type: mrr_at_1000
value: 33.596
verified: no, type: mrr_at_20
value: 33.089
verified: no, type: mrr_at_3
value: 29.416999999999998
verified: no, type: mrr_at_5
value: 31.267
verified: no, type: ndcg_at_1
value: 22.1
verified: no, type: ndcg_at_10
value: 18.587
verified: no, type: ndcg_at_100
value: 25.482
verified: no, type: ndcg_at_1000
value: 30.581999999999997
verified: no, type: ndcg_at_20
value: 21.077
verified: no, type: ndcg_at_3
value: 18.165
verified: no, type: ndcg_at_5
value: 15.676000000000002
verified: no, type: precision_at_1
value: 22.1
verified: no, type: precision_at_10
value: 9.48
verified: no, type: precision_at_100
value: 1.942
verified: no, type: precision_at_1000
value: 0.316
verified: no, type: precision_at_20
value: 6.175
verified: no, type: precision_at_3
value: 17.033
verified: no, type: precision_at_5
value: 13.719999999999999
verified: no, type: recall_at_1
value: 4.4830000000000005
verified: no, type: recall_at_10
value: 19.208
verified: no, type: recall_at_100
value: 39.417
verified: no, type: recall_at_1000
value: 64.235
verified: no, type: recall_at_20
value: 25.057000000000002
verified: no, type: recall_at_3
value: 10.348
verified: no, type: recall_at_5
value: 13.893
verified: no, task: type: STS
dataset: name: MTEB SICK-R
type: None
config: default
split: test
revision: 20a6d6f312dd54037fe07a32d58e5e168867909d
metrics: type: cos_sim_pearson
value: 83.50181312649208
verified: no, type: cos_sim_spearman
value: 79.92900705478993
verified: no, type: euclidean_pearson
value: 81.13482128094503
verified: no, type: euclidean_spearman
value: 79.92732266864367
verified: no, type: manhattan_pearson
value: 81.06702121654993
verified: no, type: manhattan_spearman
value: 79.86983106619135
verified: no, task: type: STS
dataset: name: MTEB STS12
type: None
config: default
split: test
revision: a0d554a64d88156834ff5ae9920b964011b16384
metrics: type: cos_sim_pearson
value: 83.85431681906961
verified: no, type: cos_sim_spearman
value: 77.61671419416626
verified: no, type: euclidean_pearson
value: 81.30538320520961
verified: no, type: euclidean_spearman
value: 77.62096481461272
verified: no, type: manhattan_pearson
value: 81.2306021173407
verified: no, type: manhattan_spearman
value: 77.58386300715222
verified: no, task: type: STS
dataset: name: MTEB STS13
type: None
config: default
split: test
revision: 7e90230a92c190f1bf69ae9002b8cea547a64cca
metrics: type: cos_sim_pearson
value: 84.98057702322754
verified: no, type: cos_sim_spearman
value: 86.13305071688859
verified: no, type: euclidean_pearson
value: 85.70903555966376
verified: no, type: euclidean_spearman
value: 86.13150222328171
verified: no, type: manhattan_pearson
value: 85.69380834788831
verified: no, type: manhattan_spearman
value: 86.10784739081191
verified: no, task: type: STS
dataset: name: MTEB STS14
type: None
config: default
split: test
revision: 6031580fec1f6af667f0bd2da0a551cf4f0b2375
metrics: type: cos_sim_pearson
value: 83.43368314724589
verified: no, type: cos_sim_spearman
value: 81.26767916144169
verified: no, type: euclidean_pearson
value: 83.23234690932492
verified: no, type: euclidean_spearman
value: 81.2671726214706
verified: no, type: manhattan_pearson
value: 83.2381239261109
verified: no, type: manhattan_spearman
value: 81.27674961470714
verified: no, task: type: STS
dataset: name: MTEB STS15
type: None
config: default
split: test
revision: ae752c7c21bf194d8b67fd573edf7ae58183cbe3
metrics: type: cos_sim_pearson
value: 86.8637546411748
verified: no, type: cos_sim_spearman
value: 88.25330888676139
verified: no, type: euclidean_pearson
value: 87.81194589390417
verified: no, type: euclidean_spearman
value: 88.25258669625579
verified: no, type: manhattan_pearson
value: 87.8131866998459
verified: no, type: manhattan_spearman
value: 88.26523268929576
verified: no, task: type: STS
dataset: name: MTEB STS16
type: None
config: default
split: test
revision: 4d8694f8f0e0100860b497b999b3dbed754a0513
metrics: type: cos_sim_pearson
value: 83.83129743147286
verified: no, type: cos_sim_spearman
value: 85.73732687732624
verified: no, type: euclidean_pearson
value: 85.18051277328075
verified: no, type: euclidean_spearman
value: 85.73565846174445
verified: no, type: manhattan_pearson
value: 85.179029651079
verified: no, type: manhattan_spearman
value: 85.75709685404729
verified: no, task: type: STS
dataset: name: MTEB STS17 (en-en)
type: None
config: en-en
split: test
revision: af5e6fb845001ecf41f4c1e033ce921939a2a68d
metrics: type: cos_sim_pearson
value: 87.04715794253148
verified: no, type: cos_sim_spearman
value: 87.61577496386343
verified: no, type: euclidean_pearson
value: 88.34713614361046
verified: no, type: euclidean_spearman
value: 87.56541901567275
verified: no, type: manhattan_pearson
value: 88.26010824585985
verified: no, type: manhattan_spearman
value: 87.35211736948182
verified: no, task: type: STS
dataset: name: MTEB STS22 (en)
type: None
config: en
split: test
revision: eea2b4fe26a775864c896887d910b76a8098ad3f
metrics: type: cos_sim_pearson
value: 62.36160793264433
verified: no, type: cos_sim_spearman
value: 66.07767480051893
verified: no, type: euclidean_pearson
value: 66.4716471304865
verified: no, type: euclidean_spearman
value: 66.03999286501872
verified: no, type: manhattan_pearson
value: 66.46197824372902
verified: no, type: manhattan_spearman
value: 65.82936468127227
verified: no, task: type: STS
dataset: name: MTEB STSBenchmark
type: None
config: default
split: test
revision: b0fddb56ed78048fa8b90373c8a3cfc37b684831
metrics: type: cos_sim_pearson
value: 85.27768996785856
verified: no, type: cos_sim_spearman
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0.6501271821744096
verified: no, task: type: Clustering
dataset: name: MTEB StackExchangeClusteringP2P
type: None
config: default
split: test
revision: 815ca46b2622cec33ccafc3735d572c266efdb44
metrics: type: v_measure
value: 33.36641413495258
verified: no, type: v_measures
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verified: no, task: type: Reranking
dataset: name: MTEB StackOverflowDupQuestions
type: None
config: default
split: test
revision: e185fbe320c72810689fc5848eb6114e1ef5ec69
metrics: type: map
value: 51.19282080158746
verified: no, type: mrr
value: 51.871100713012474
verified: no, task: type: Summarization
dataset: name: MTEB SummEval
type: None
config: default
split: test
revision: cda12ad7615edc362dbf25a00fdd61d3b1eaf93c
metrics: type: cos_sim_pearson
value: 31.437664703708485
verified: no, type: cos_sim_spearman
value: 31.391119208581575
verified: no, type: dot_pearson
value: 31.19925970504054
verified: no, type: dot_spearman
value: 31.38087224016694
verified: no, task: type: Retrieval
dataset: name: MTEB TRECCOVID
type: None
config: default
split: test
revision: bb9466bac8153a0349341eb1b22e06409e78ef4e
metrics: type: map_at_1
value: 0.249
verified: no, type: map_at_10
value: 2.163
verified: no, type: map_at_100
value: 13.242999999999999
verified: no, type: map_at_1000
value: 30.866
verified: no, type: map_at_20
value: 3.9539999999999997
verified: no, type: map_at_3
value: 0.718
verified: no, type: map_at_5
value: 1.169
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: 84.147
verified: no, type: ndcg_at_100
value: 65.143
verified: no, type: ndcg_at_1000
value: 56.038
verified: no, type: ndcg_at_20
value: 80.869
verified: no, type: ndcg_at_3
value: 89.11200000000001
verified: no, type: ndcg_at_5
value: 87.199
verified: no, type: precision_at_1
value: 96
verified: no, type: precision_at_10
value: 87.8
verified: no, type: precision_at_100
value: 66.72
verified: no, type: precision_at_1000
value: 24.684
verified: no, type: precision_at_20
value: 84.3
verified: no, type: precision_at_3
value: 94
verified: no, type: precision_at_5
value: 91.2
verified: no, type: recall_at_1
value: 0.249
verified: no, type: recall_at_10
value: 2.284
verified: no, type: recall_at_100
value: 16.025
verified: no, type: recall_at_1000
value: 52.068999999999996
verified: no, type: recall_at_20
value: 4.3180000000000005
verified: no, type: recall_at_3
value: 0.738
verified: no, type: recall_at_5
value: 1.212
verified: no, task: type: Retrieval
dataset: name: MTEB Touche2020
type: None
config: default
split: test
revision: a34f9a33db75fa0cbb21bb5cfc3dae8dc8bec93f
metrics: type: map_at_1
value: 3.4520000000000004
verified: no, type: map_at_10
value: 13.045000000000002
verified: no, type: map_at_100
value: 19.442
verified: no, type: map_at_1000
value: 21.09
verified: no, type: map_at_20
value: 15.667
verified: no, type: map_at_3
value: 7.409000000000001
verified: no, type: map_at_5
value: 9.73
verified: no, type: mrr_at_1
value: 46.939
verified: no, type: mrr_at_10
value: 60.295
verified: no, type: mrr_at_100
value: 60.904
verified: no, type: mrr_at_1000
value: 60.919000000000004
verified: no, type: mrr_at_20
value: 60.77
verified: no, type: mrr_at_3
value: 58.50300000000001
verified: no, type: mrr_at_5
value: 59.014
verified: no, type: ndcg_at_1
value: 44.897999999999996
verified: no, type: ndcg_at_10
value: 31.911
verified: no, type: ndcg_at_100
value: 41.945
verified: no, type: ndcg_at_1000
value: 53.181999999999995
verified: no, type: ndcg_at_20
value: 31.505
verified: no, type: ndcg_at_3
value: 39.745000000000005
verified: no, type: ndcg_at_5
value: 35.528999999999996
verified: no, type: precision_at_1
value: 46.939
verified: no, type: precision_at_10
value: 26.531
verified: no, type: precision_at_100
value: 8.163
verified: no, type: precision_at_1000
value: 1.559
verified: no, type: precision_at_20
value: 19.387999999999998
verified: no, type: precision_at_3
value: 40.136
verified: no, type: precision_at_5
value: 33.878
verified: no, type: recall_at_1
value: 3.4520000000000004
verified: no, type: recall_at_10
value: 18.899
verified: no, type: recall_at_100
value: 50.207
verified: no, type: recall_at_1000
value: 83.871
verified: no, type: recall_at_20
value: 26.756999999999998
verified: no, type: recall_at_3
value: 8.729000000000001
verified: no, type: recall_at_5
value: 12.084999999999999
verified: no, task: type: Classification
dataset: name: MTEB ToxicConversationsClassification
type: None
config: default
split: test
revision: edfaf9da55d3dd50d43143d90c1ac476895ae6de
metrics: type: accuracy
value: 67.4560546875
verified: no, type: ap
value: 12.720403845355294
verified: no, type: f1
value: 51.76062666567839
verified: no, task: type: Classification
dataset: name: MTEB TweetSentimentExtractionClassification
type: None
config: default
split: test
revision: d604517c81ca91fe16a244d1248fc021f9ecee7a
metrics: type: accuracy
value: 62.36276174306734
verified: no, type: f1
value: 62.69956906934332
verified: no, task: type: Clustering
dataset: name: MTEB TwentyNewsgroupsClustering
type: None
config: default
split: test
revision: 6125ec4e24fa026cec8a478383ee943acfbd5449
metrics: type: v_measure
value: 49.473492910233965
verified: no, type: v_measures
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verified: no, task: type: PairClassification
dataset: name: MTEB TwitterSemEval2015
type: None
config: default
split: test
revision: 70970daeab8776df92f5ea462b6173c0b46fd2d1
metrics: type: cos_sim_accuracy
value: 85.75430649102938
verified: no, type: cos_sim_ap
value: 73.62842656477649
verified: no, type: cos_sim_f1
value: 67.76023680315738
verified: no, type: cos_sim_precision
value: 63.61741547012506
verified: no, type: cos_sim_recall
value: 72.4802110817942
verified: no, type: dot_accuracy
value: 85.7423854085951
verified: no, type: dot_ap
value: 73.59147637253723
verified: no, type: dot_f1
value: 67.69498693867396
verified: no, type: dot_precision
value: 64.03859731701577
verified: no, type: dot_recall
value: 71.79419525065963
verified: no, type: euclidean_accuracy
value: 85.7423854085951
verified: no, type: euclidean_ap
value: 73.6288990409654
verified: no, type: euclidean_f1
value: 67.80415430267064
verified: no, type: euclidean_precision
value: 63.79711493718009
verified: no, type: euclidean_recall
value: 72.34828496042216
verified: no, type: manhattan_accuracy
value: 85.69470107885796
verified: no, type: manhattan_ap
value: 73.49219614602531
verified: no, type: manhattan_f1
value: 67.60809797550613
verified: no, type: manhattan_precision
value: 64.22127255460589
verified: no, type: manhattan_recall
value: 71.37203166226914
verified: no, type: max_accuracy
value: 85.75430649102938
verified: no, type: max_ap
value: 73.6288990409654
verified: no, type: max_f1
value: 67.80415430267064
verified: no, task: type: PairClassification
dataset: name: MTEB TwitterURLCorpus
type: None
config: default
split: test
revision: 8b6510b0b1fa4e4c4f879467980e9be563ec1cdf
metrics: type: cos_sim_accuracy
value: 89.08293553770326
verified: no, type: cos_sim_ap
value: 86.21246419992926
verified: no, type: cos_sim_f1
value: 78.49922526377924
verified: no, type: cos_sim_precision
value: 75.35769939084857
verified: no, type: cos_sim_recall
value: 81.9140745303357
verified: no, type: dot_accuracy
value: 89.08681647067955
verified: no, type: dot_ap
value: 86.19733517196862
verified: no, type: dot_f1
value: 78.51132446157838
verified: no, type: dot_precision
value: 75.70233755093287
verified: no, type: dot_recall
value: 81.53680320295658
verified: no, type: euclidean_accuracy
value: 89.07517367175069
verified: no, type: euclidean_ap
value: 86.21198725320203
verified: no, type: euclidean_f1
value: 78.49867139061116
verified: no, type: euclidean_precision
value: 75.38276155372839
verified: no, type: euclidean_recall
value: 81.88327687095781
verified: no, type: manhattan_accuracy
value: 89.0538285403811
verified: no, type: manhattan_ap
value: 86.17785515765131
verified: no, type: manhattan_f1
value: 78.48184098593084
verified: no, type: manhattan_precision
value: 74.34396308285694
verified: no, type: manhattan_recall
value: 83.10748383122882
verified: no, type: max_accuracy
value: 89.08681647067955
verified: no, type: max_ap
value: 86.21246419992926
verified: no, type: max_f1
value: 78.51132446157838
verified: no
Likes: 0 | All-time downloads: 2501
Created: 2025-04-02 13:59:42