Model: technicolor/Angle_BERT
Author: technicolor
Pipeline: feature-extraction
Library: transformers
Tags: transformers, safetensors, bert, feature-extraction, mteb, arxiv:2309.12871, model-index, text-embeddings-inference, endpoints_compatible, region:us
Card metadata: tags: mteb
model-index: name: .\results\technicolor\Angle_BERT
results: task: type: Classification
dataset: type: mteb/amazon_counterfactual
name: MTEB AmazonCounterfactualClassification (en)
config: en
split: test
revision: e8379541af4e31359cca9fbcf4b00f2671dba205
metrics: type: accuracy
value: 77.94029850746269
verified: no, type: ap
value: 41.462497073772475
verified: no, type: f1
value: 71.91276160766711
verified: no, task: type: Classification
dataset: type: mteb/amazon_polarity
name: MTEB AmazonPolarityClassification
config: default
split: test
revision: e2d317d38cd51312af73b3d32a06d1a08b442046
metrics: type: accuracy
value: 75.998675
verified: no, type: ap
value: 70.68601139811975
verified: no, type: f1
value: 75.80419607148225
verified: no, task: type: Classification
dataset: type: mteb/amazon_reviews_multi
name: MTEB AmazonReviewsClassification (en)
config: en
split: test
revision: 1399c76144fd37290681b995c656ef9b2e06e26d
metrics: type: accuracy
value: 37.184000000000005
verified: no, type: f1
value: 36.927927910871034
verified: no, task: type: Retrieval
dataset: type: mteb/arguana
name: MTEB ArguAna
config: default
split: test
revision: c22ab2a51041ffd869aaddef7af8d8215647e41a
metrics: type: map_at_1
value: 18.208
verified: no, type: map_at_10
value: 31.217
verified: no, type: map_at_100
value: 32.504
verified: no, type: map_at_1000
value: 32.543
verified: no, type: map_at_20
value: 32.048
verified: no, type: map_at_3
value: 26.790000000000003
verified: no, type: map_at_5
value: 29.176000000000002
verified: no, type: mrr_at_1
value: 18.990000000000002
verified: no, type: mrr_at_10
value: 31.539
verified: no, type: mrr_at_100
value: 32.818999999999996
verified: no, type: mrr_at_1000
value: 32.857
verified: no, type: mrr_at_20
value: 32.363
verified: no, type: mrr_at_3
value: 27.003
verified: no, type: mrr_at_5
value: 29.518
verified: no, type: ndcg_at_1
value: 18.208
verified: no, type: ndcg_at_10
value: 38.881
verified: no, type: ndcg_at_100
value: 44.931
verified: no, type: ndcg_at_1000
value: 45.864
verified: no, type: ndcg_at_20
value: 41.823
verified: no, type: ndcg_at_3
value: 29.675
verified: no, type: ndcg_at_5
value: 33.964
verified: no, type: precision_at_1
value: 18.208
verified: no, type: precision_at_10
value: 6.358
verified: no, type: precision_at_100
value: 0.914
verified: no, type: precision_at_1000
value: 0.099
verified: no, type: precision_at_20
value: 3.752
verified: no, type: precision_at_3
value: 12.684000000000001
verified: no, type: precision_at_5
value: 9.687
verified: no, type: recall_at_1
value: 18.208
verified: no, type: recall_at_10
value: 63.585
verified: no, type: recall_at_100
value: 91.39399999999999
verified: no, type: recall_at_1000
value: 98.506
verified: no, type: recall_at_20
value: 75.036
verified: no, type: recall_at_3
value: 38.051
verified: no, type: recall_at_5
value: 48.435
verified: no, task: type: Clustering
dataset: type: mteb/arxiv-clustering-p2p
name: MTEB ArxivClusteringP2P
config: default
split: test
revision: a122ad7f3f0291bf49cc6f4d32aa80929df69d5d
metrics: type: v_measure
value: 35.32543411547368
verified: no, task: type: Clustering
dataset: type: mteb/arxiv-clustering-s2s
name: MTEB ArxivClusteringS2S
config: default
split: test
revision: f910caf1a6075f7329cdf8c1a6135696f37dbd53
metrics: type: v_measure
value: 27.664108097727595
verified: no, task: type: Reranking
dataset: type: mteb/askubuntudupquestions-reranking
name: MTEB AskUbuntuDupQuestions
config: default
split: test
revision: 2000358ca161889fa9c082cb41daa8dcfb161a54
metrics: type: map
value: 51.337125683605656
verified: no, type: mrr
value: 64.09422679505782
verified: no, task: type: Classification
dataset: type: mteb/banking77
name: MTEB Banking77Classification
config: default
split: test
revision: 0fd18e25b25c072e09e0d92ab615fda904d66300
metrics: type: accuracy
value: 75.49675324675324
verified: no, type: f1
value: 75.43051473772864
verified: no, task: type: Clustering
dataset: type: mteb/biorxiv-clustering-p2p
name: MTEB BiorxivClusteringP2P
config: default
split: test
revision: 65b79d1d13f80053f67aca9498d9402c2d9f1f40
metrics: type: v_measure
value: 30.952117397946154
verified: no, task: type: Clustering
dataset: type: mteb/biorxiv-clustering-s2s
name: MTEB BiorxivClusteringS2S
config: default
split: test
revision: 258694dd0231531bc1fd9de6ceb52a0853c6d908
metrics: type: v_measure
value: 24.80565572031388
verified: no, task: type: Retrieval
dataset: type: mteb/cqadupstack-android
name: MTEB CQADupstackAndroidRetrieval
config: default
split: test
revision: f46a197baaae43b4f621051089b82a364682dfeb
metrics: type: map_at_1
value: 18.148
verified: no, type: map_at_10
value: 23.986
verified: no, type: map_at_100
value: 25.028
verified: no, type: map_at_1000
value: 25.163999999999998
verified: no, type: map_at_20
value: 24.526
verified: no, type: map_at_3
value: 21.822
verified: no, type: map_at_5
value: 22.933
verified: no, type: mrr_at_1
value: 23.319000000000003
verified: no, type: mrr_at_10
value: 28.944
verified: no, type: mrr_at_100
value: 29.837999999999997
verified: no, type: mrr_at_1000
value: 29.914
verified: no, type: mrr_at_20
value: 29.441
verified: no, type: mrr_at_3
value: 26.943
verified: no, type: mrr_at_5
value: 27.944999999999997
verified: no, type: ndcg_at_1
value: 23.319000000000003
verified: no, type: ndcg_at_10
value: 28.249000000000002
verified: no, type: ndcg_at_100
value: 33.219
verified: no, type: ndcg_at_1000
value: 36.374
verified: no, type: ndcg_at_20
value: 29.933
verified: no, type: ndcg_at_3
value: 24.845
verified: no, type: ndcg_at_5
value: 26.14
verified: no, type: precision_at_1
value: 23.319000000000003
verified: no, type: precision_at_10
value: 5.351
verified: no, type: precision_at_100
value: 0.971
verified: no, type: precision_at_1000
value: 0.151
verified: no, type: precision_at_20
value: 3.2620000000000005
verified: no, type: precision_at_3
value: 11.922
verified: no, type: precision_at_5
value: 8.555
verified: no, type: recall_at_1
value: 18.148
verified: no, type: recall_at_10
value: 36.144999999999996
verified: no, type: recall_at_100
value: 58.204
verified: no, type: recall_at_1000
value: 79.828
verified: no, type: recall_at_20
value: 42.245
verified: no, type: recall_at_3
value: 25.701
verified: no, type: recall_at_5
value: 29.636000000000003
verified: no, task: type: Retrieval
dataset: type: mteb/cqadupstack-english
name: MTEB CQADupstackEnglishRetrieval
config: default
split: test
revision: ad9991cb51e31e31e430383c75ffb2885547b5f0
metrics: type: map_at_1
value: 14.248
verified: no, type: map_at_10
value: 19.534000000000002
verified: no, type: map_at_100
value: 20.358
verified: no, type: map_at_1000
value: 20.464
verified: no, type: map_at_20
value: 19.965
verified: no, type: map_at_3
value: 17.881
verified: no, type: map_at_5
value: 18.773999999999997
verified: no, type: mrr_at_1
value: 18.025
verified: no, type: mrr_at_10
value: 23.265
verified: no, type: mrr_at_100
value: 24.054000000000002
verified: no, type: mrr_at_1000
value: 24.122
verified: no, type: mrr_at_20
value: 23.702
verified: no, type: mrr_at_3
value: 21.624
verified: no, type: mrr_at_5
value: 22.5
verified: no, type: ndcg_at_1
value: 18.025
verified: no, type: ndcg_at_10
value: 23
verified: no, type: ndcg_at_100
value: 27.016000000000002
verified: no, type: ndcg_at_1000
value: 29.751
verified: no, type: ndcg_at_20
value: 24.415
verified: no, type: ndcg_at_3
value: 20.222
verified: no, type: ndcg_at_5
value: 21.379
verified: no, type: precision_at_1
value: 18.025
verified: no, type: precision_at_10
value: 4.35
verified: no, type: precision_at_100
value: 0.796
verified: no, type: precision_at_1000
value: 0.127
verified: no, type: precision_at_20
value: 2.662
verified: no, type: precision_at_3
value: 9.809
verified: no, type: precision_at_5
value: 6.955
verified: no, type: recall_at_1
value: 14.248
verified: no, type: recall_at_10
value: 29.646
verified: no, type: recall_at_100
value: 47.527
verified: no, type: recall_at_1000
value: 66.468
verified: no, type: recall_at_20
value: 34.873
verified: no, type: recall_at_3
value: 21.366
verified: no, type: recall_at_5
value: 24.738
verified: no, task: type: Retrieval
dataset: type: mteb/cqadupstack-gaming
name: MTEB CQADupstackGamingRetrieval
config: default
split: test
revision: 4885aa143210c98657558c04aaf3dc47cfb54340
metrics: type: map_at_1
value: 19.834
verified: no, type: map_at_10
value: 27.569
verified: no, type: map_at_100
value: 28.601
verified: no, type: map_at_1000
value: 28.705000000000002
verified: no, type: map_at_20
value: 28.194000000000003
verified: no, type: map_at_3
value: 25.352999999999998
verified: no, type: map_at_5
value: 26.512
verified: no, type: mrr_at_1
value: 23.26
verified: no, type: mrr_at_10
value: 30.406
verified: no, type: mrr_at_100
value: 31.291000000000004
verified: no, type: mrr_at_1000
value: 31.371
verified: no, type: mrr_at_20
value: 30.941000000000003
verified: no, type: mrr_at_3
value: 28.485
verified: no, type: mrr_at_5
value: 29.444
verified: no, type: ndcg_at_1
value: 23.26
verified: no, type: ndcg_at_10
value: 31.959
verified: no, type: ndcg_at_100
value: 36.747
verified: no, type: ndcg_at_1000
value: 39.47
verified: no, type: ndcg_at_20
value: 33.992
verified: no, type: ndcg_at_3
value: 27.839999999999996
verified: no, type: ndcg_at_5
value: 29.593999999999998
verified: no, type: precision_at_1
value: 23.26
verified: no, type: precision_at_10
value: 5.436
verified: no, type: precision_at_100
value: 0.8500000000000001
verified: no, type: precision_at_1000
value: 0.116
verified: no, type: precision_at_20
value: 3.235
verified: no, type: precision_at_3
value: 12.684999999999999
verified: no, type: precision_at_5
value: 8.853
verified: no, type: recall_at_1
value: 19.834
verified: no, type: recall_at_10
value: 42.531
verified: no, type: recall_at_100
value: 63.963
verified: no, type: recall_at_1000
value: 84.174
verified: no, type: recall_at_20
value: 50.101
verified: no, type: recall_at_3
value: 31.179000000000002
verified: no, type: recall_at_5
value: 35.567
verified: no, task: type: Retrieval
dataset: type: mteb/cqadupstack-gis
name: MTEB CQADupstackGisRetrieval
config: default
split: test
revision: 5003b3064772da1887988e05400cf3806fe491f2
metrics: type: map_at_1
value: 9.263
verified: no, type: map_at_10
value: 12.104
verified: no, type: map_at_100
value: 12.736
verified: no, type: map_at_1000
value: 12.836
verified: no, type: map_at_20
value: 12.415
verified: no, type: map_at_3
value: 10.891
verified: no, type: map_at_5
value: 11.443
verified: no, type: mrr_at_1
value: 9.831
verified: no, type: mrr_at_10
value: 12.856000000000002
verified: no, type: mrr_at_100
value: 13.492
verified: no, type: mrr_at_1000
value: 13.587
verified: no, type: mrr_at_20
value: 13.178
verified: no, type: mrr_at_3
value: 11.62
verified: no, type: mrr_at_5
value: 12.218
verified: no, type: ndcg_at_1
value: 9.831
verified: no, type: ndcg_at_10
value: 14.224
verified: no, type: ndcg_at_100
value: 17.78
verified: no, type: ndcg_at_1000
value: 21.078
verified: no, type: ndcg_at_20
value: 15.329999999999998
verified: no, type: ndcg_at_3
value: 11.691
verified: no, type: ndcg_at_5
value: 12.692
verified: no, type: precision_at_1
value: 9.831
verified: no, type: precision_at_10
value: 2.26
verified: no, type: precision_at_100
value: 0.43299999999999994
verified: no, type: precision_at_1000
value: 0.077
verified: no, type: precision_at_20
value: 1.384
verified: no, type: precision_at_3
value: 4.7829999999999995
verified: no, type: precision_at_5
value: 3.458
verified: no, type: recall_at_1
value: 9.263
verified: no, type: recall_at_10
value: 20.293
verified: no, type: recall_at_100
value: 37.507000000000005
verified: no, type: recall_at_1000
value: 63.727000000000004
verified: no, type: recall_at_20
value: 24.424
verified: no, type: recall_at_3
value: 13.215
verified: no, type: recall_at_5
value: 15.661
verified: no, task: type: Retrieval
dataset: type: mteb/cqadupstack-mathematica
name: MTEB CQADupstackMathematicaRetrieval
config: default
split: test
revision: 90fceea13679c63fe563ded68f3b6f06e50061de
metrics: type: map_at_1
value: 3.936
verified: no, type: map_at_10
value: 5.976
verified: no, type: map_at_100
value: 6.619999999999999
verified: no, type: map_at_1000
value: 6.737
verified: no, type: map_at_20
value: 6.271
verified: no, type: map_at_3
value: 5.179
verified: no, type: map_at_5
value: 5.5
verified: no, type: mrr_at_1
value: 5.348
verified: no, type: mrr_at_10
value: 7.954
verified: no, type: mrr_at_100
value: 8.683
verified: no, type: mrr_at_1000
value: 8.782
verified: no, type: mrr_at_20
value: 8.336
verified: no, type: mrr_at_3
value: 7.027
verified: no, type: mrr_at_5
value: 7.449999999999999
verified: no, type: ndcg_at_1
value: 5.348
verified: no, type: ndcg_at_10
value: 7.832999999999999
verified: no, type: ndcg_at_100
value: 11.567
verified: no, type: ndcg_at_1000
value: 15.213
verified: no, type: ndcg_at_20
value: 8.996
verified: no, type: ndcg_at_3
value: 6.164
verified: no, type: ndcg_at_5
value: 6.726
verified: no, type: precision_at_1
value: 5.348
verified: no, type: precision_at_10
value: 1.617
verified: no, type: precision_at_100
value: 0.42300000000000004
verified: no, type: precision_at_1000
value: 0.08800000000000001
verified: no, type: precision_at_20
value: 1.126
verified: no, type: precision_at_3
value: 3.1919999999999997
verified: no, type: precision_at_5
value: 2.363
verified: no, type: recall_at_1
value: 3.936
verified: no, type: recall_at_10
value: 11.711
verified: no, type: recall_at_100
value: 28.875
verified: no, type: recall_at_1000
value: 56.267
verified: no, type: recall_at_20
value: 15.989999999999998
verified: no, type: recall_at_3
value: 7.087000000000001
verified: no, type: recall_at_5
value: 8.436
verified: no, task: type: Retrieval
dataset: type: mteb/cqadupstack-physics
name: MTEB CQADupstackPhysicsRetrieval
config: default
split: test
revision: 79531abbd1fb92d06c6d6315a0cbbbf5bb247ea4
metrics: type: map_at_1
value: 13.367999999999999
verified: no, type: map_at_10
value: 19.301
verified: no, type: map_at_100
value: 20.374
verified: no, type: map_at_1000
value: 20.516000000000002
verified: no, type: map_at_20
value: 19.828000000000003
verified: no, type: map_at_3
value: 17.345
verified: no, type: map_at_5
value: 18.39
verified: no, type: mrr_at_1
value: 17.324
verified: no, type: mrr_at_10
value: 23.383000000000003
verified: no, type: mrr_at_100
value: 24.296
verified: no, type: mrr_at_1000
value: 24.375
verified: no, type: mrr_at_20
value: 23.866
verified: no, type: mrr_at_3
value: 21.238
verified: no, type: mrr_at_5
value: 22.336
verified: no, type: ndcg_at_1
value: 17.324
verified: no, type: ndcg_at_10
value: 23.345
verified: no, type: ndcg_at_100
value: 28.645
verified: no, type: ndcg_at_1000
value: 31.902
verified: no, type: ndcg_at_20
value: 25.113999999999997
verified: no, type: ndcg_at_3
value: 19.731
verified: no, type: ndcg_at_5
value: 21.271
verified: no, type: precision_at_1
value: 17.324
verified: no, type: precision_at_10
value: 4.495
verified: no, type: precision_at_100
value: 0.874
verified: no, type: precision_at_1000
value: 0.13799999999999998
verified: no, type: precision_at_20
value: 2.791
verified: no, type: precision_at_3
value: 9.464
verified: no, type: precision_at_5
value: 6.909999999999999
verified: no, type: recall_at_1
value: 13.367999999999999
verified: no, type: recall_at_10
value: 31.749
verified: no, type: recall_at_100
value: 55.078
verified: no, type: recall_at_1000
value: 77.88000000000001
verified: no, type: recall_at_20
value: 38.098
verified: no, type: recall_at_3
value: 21.356
verified: no, type: recall_at_5
value: 25.433
verified: no, task: type: Retrieval
dataset: type: mteb/cqadupstack-programmers
name: MTEB CQADupstackProgrammersRetrieval
config: default
split: test
revision: 6184bc1440d2dbc7612be22b50686b8826d22b32
metrics: type: map_at_1
value: 10.152
verified: no, type: map_at_10
value: 14.658999999999999
verified: no, type: map_at_100
value: 15.522
verified: no, type: map_at_1000
value: 15.653
verified: no, type: map_at_20
value: 15.087
verified: no, type: map_at_3
value: 13.099
verified: no, type: map_at_5
value: 13.941
verified: no, type: mrr_at_1
value: 13.128
verified: no, type: mrr_at_10
value: 18.035999999999998
verified: no, type: mrr_at_100
value: 18.911
verified: no, type: mrr_at_1000
value: 19.003999999999998
verified: no, type: mrr_at_20
value: 18.487000000000002
verified: no, type: mrr_at_3
value: 16.381
verified: no, type: mrr_at_5
value: 17.277
verified: no, type: ndcg_at_1
value: 13.128
verified: no, type: ndcg_at_10
value: 17.949
verified: no, type: ndcg_at_100
value: 22.579
verified: no, type: ndcg_at_1000
value: 26.064
verified: no, type: ndcg_at_20
value: 19.476
verified: no, type: ndcg_at_3
value: 14.975
verified: no, type: ndcg_at_5
value: 16.273
verified: no, type: precision_at_1
value: 13.128
verified: no, type: precision_at_10
value: 3.3329999999999997
verified: no, type: precision_at_100
value: 0.683
verified: no, type: precision_at_1000
value: 0.116
verified: no, type: precision_at_20
value: 2.129
verified: no, type: precision_at_3
value: 7.154000000000001
verified: no, type: precision_at_5
value: 5.251
verified: no, type: recall_at_1
value: 10.152
verified: no, type: recall_at_10
value: 24.933
verified: no, type: recall_at_100
value: 45.584
verified: no, type: recall_at_1000
value: 70.7
verified: no, type: recall_at_20
value: 30.361
verified: no, type: recall_at_3
value: 16.570999999999998
verified: no, type: recall_at_5
value: 19.901
verified: no, task: type: Retrieval
dataset: type: mteb/cqadupstack
name: MTEB CQADupstackRetrieval
config: default
split: test
revision: 4ffe81d471b1924886b33c7567bfb200e9eec5c4
metrics: type: map_at_1
value: 10.82375
verified: no, type: map_at_10
value: 15.058583333333331
verified: no, type: map_at_100
value: 15.841083333333335
verified: no, type: map_at_1000
value: 15.952749999999998
verified: no, type: map_at_20
value: 15.447583333333334
verified: no, type: map_at_3
value: 13.618000000000002
verified: no, type: map_at_5
value: 14.369499999999999
verified: no, type: mrr_at_1
value: 13.36475
verified: no, type: mrr_at_10
value: 17.77841666666667
verified: no, type: mrr_at_100
value: 18.528416666666665
verified: no, type: mrr_at_1000
value: 18.612583333333333
verified: no, type: mrr_at_20
value: 18.169416666666667
verified: no, type: mrr_at_3
value: 16.304166666666667
verified: no, type: mrr_at_5
value: 17.065166666666666
verified: no, type: ndcg_at_1
value: 13.36475
verified: no, type: ndcg_at_10
value: 18.002833333333335
verified: no, type: ndcg_at_100
value: 22.082583333333332
verified: no, type: ndcg_at_1000
value: 25.149166666666666
verified: no, type: ndcg_at_20
value: 19.33575
verified: no, type: ndcg_at_3
value: 15.334249999999999
verified: no, type: ndcg_at_5
value: 16.45558333333333
verified: no, type: precision_at_1
value: 13.36475
verified: no, type: precision_at_10
value: 3.2900000000000005
verified: no, type: precision_at_100
value: 0.6327499999999999
verified: no, type: precision_at_1000
value: 0.10600000000000001
verified: no, type: precision_at_20
value: 2.032666666666666
verified: no, type: precision_at_3
value: 7.209416666666667
verified: no, type: precision_at_5
value: 5.204416666666666
verified: no, type: recall_at_1
value: 10.82375
verified: no, type: recall_at_10
value: 24.346166666666665
verified: no, type: recall_at_100
value: 43.067916666666676
verified: no, type: recall_at_1000
value: 65.63275
verified: no, type: recall_at_20
value: 29.279916666666665
verified: no, type: recall_at_3
value: 16.74383333333333
verified: no, type: recall_at_5
value: 19.682583333333334
verified: no, task: type: Retrieval
dataset: type: mteb/cqadupstack-stats
name: MTEB CQADupstackStatsRetrieval
config: default
split: test
revision: 65ac3a16b8e91f9cee4c9828cc7c335575432a2a
metrics: type: map_at_1
value: 8.212
verified: no, type: map_at_10
value: 11.457
verified: no, type: map_at_100
value: 12.033000000000001
verified: no, type: map_at_1000
value: 12.113999999999999
verified: no, type: map_at_20
value: 11.744
verified: no, type: map_at_3
value: 10.365
verified: no, type: map_at_5
value: 10.969
verified: no, type: mrr_at_1
value: 9.815999999999999
verified: no, type: mrr_at_10
value: 13.471
verified: no, type: mrr_at_100
value: 14.019
verified: no, type: mrr_at_1000
value: 14.097999999999999
verified: no, type: mrr_at_20
value: 13.745
verified: no, type: mrr_at_3
value: 12.449
verified: no, type: mrr_at_5
value: 12.97
verified: no, type: ndcg_at_1
value: 9.815999999999999
verified: no, type: ndcg_at_10
value: 13.724
verified: no, type: ndcg_at_100
value: 16.817
verified: no, type: ndcg_at_1000
value: 19.442
verified: no, type: ndcg_at_20
value: 14.725
verified: no, type: ndcg_at_3
value: 11.700000000000001
verified: no, type: ndcg_at_5
value: 12.598
verified: no, type: precision_at_1
value: 9.815999999999999
verified: no, type: precision_at_10
value: 2.393
verified: no, type: precision_at_100
value: 0.428
verified: no, type: precision_at_1000
value: 0.07100000000000001
verified: no, type: precision_at_20
value: 1.434
verified: no, type: precision_at_3
value: 5.624
verified: no, type: precision_at_5
value: 3.9570000000000003
verified: no, type: recall_at_1
value: 8.212
verified: no, type: recall_at_10
value: 18.87
verified: no, type: recall_at_100
value: 33.527
verified: no, type: recall_at_1000
value: 53.989
verified: no, type: recall_at_20
value: 22.631
verified: no, type: recall_at_3
value: 13.056000000000001
verified: no, type: recall_at_5
value: 15.425
verified: no, task: type: Retrieval
dataset: type: mteb/cqadupstack-tex
name: MTEB CQADupstackTexRetrieval
config: default
split: test
revision: 46989137a86843e03a6195de44b09deda022eec7
metrics: type: map_at_1
value: 5.359
verified: no, type: map_at_10
value: 7.7170000000000005
verified: no, type: map_at_100
value: 8.222
verified: no, type: map_at_1000
value: 8.312999999999999
verified: no, type: map_at_20
value: 7.961
verified: no, type: map_at_3
value: 6.969
verified: no, type: map_at_5
value: 7.3870000000000005
verified: no, type: mrr_at_1
value: 6.9510000000000005
verified: no, type: mrr_at_10
value: 9.697
verified: no, type: mrr_at_100
value: 10.26
verified: no, type: mrr_at_1000
value: 10.337
verified: no, type: mrr_at_20
value: 9.989
verified: no, type: mrr_at_3
value: 8.792
verified: no, type: mrr_at_5
value: 9.307
verified: no, type: ndcg_at_1
value: 6.9510000000000005
verified: no, type: ndcg_at_10
value: 9.472999999999999
verified: no, type: ndcg_at_100
value: 12.414
verified: no, type: ndcg_at_1000
value: 15.122
verified: no, type: ndcg_at_20
value: 10.366999999999999
verified: no, type: ndcg_at_3
value: 8.071
verified: no, type: ndcg_at_5
value: 8.717
verified: no, type: precision_at_1
value: 6.9510000000000005
verified: no, type: precision_at_10
value: 1.7930000000000001
verified: no, type: precision_at_100
value: 0.40099999999999997
verified: no, type: precision_at_1000
value: 0.077
verified: no, type: precision_at_20
value: 1.158
verified: no, type: precision_at_3
value: 3.923
verified: no, type: precision_at_5
value: 2.8770000000000002
verified: no, type: recall_at_1
value: 5.359
verified: no, type: recall_at_10
value: 12.992999999999999
verified: no, type: recall_at_100
value: 26.854
verified: no, type: recall_at_1000
value: 46.888999999999996
verified: no, type: recall_at_20
value: 16.287
verified: no, type: recall_at_3
value: 8.919
verified: no, type: recall_at_5
value: 10.684000000000001
verified: no, task: type: Retrieval
dataset: type: mteb/cqadupstack-unix
name: MTEB CQADupstackUnixRetrieval
config: default
split: test
revision: 6c6430d3a6d36f8d2a829195bc5dc94d7e063e53
metrics: type: map_at_1
value: 9.667
verified: no, type: map_at_10
value: 12.515
verified: no, type: map_at_100
value: 13.200000000000001
verified: no, type: map_at_1000
value: 13.311
verified: no, type: map_at_20
value: 12.837000000000002
verified: no, type: map_at_3
value: 11.298
verified: no, type: map_at_5
value: 11.937000000000001
verified: no, type: mrr_at_1
value: 11.567
verified: no, type: mrr_at_10
value: 14.940999999999999
verified: no, type: mrr_at_100
value: 15.661
verified: no, type: mrr_at_1000
value: 15.751999999999999
verified: no, type: mrr_at_20
value: 15.283
verified: no, type: mrr_at_3
value: 13.511000000000001
verified: no, type: mrr_at_5
value: 14.308000000000002
verified: no, type: ndcg_at_1
value: 11.567
verified: no, type: ndcg_at_10
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verified: no, type: ndcg_at_100
value: 18.709999999999997
verified: no, type: ndcg_at_1000
value: 21.826999999999998
verified: no, type: ndcg_at_20
value: 16.067
verified: no, type: ndcg_at_3
value: 12.428
verified: no, type: ndcg_at_5
value: 13.542000000000002
verified: no, type: precision_at_1
value: 11.567
verified: no, type: precision_at_10
value: 2.64
verified: no, type: precision_at_100
value: 0.507
verified: no, type: precision_at_1000
value: 0.08800000000000001
verified: no, type: precision_at_20
value: 1.609
verified: no, type: precision_at_3
value: 5.628
verified: no, type: precision_at_5
value: 4.216
verified: no, type: recall_at_1
value: 9.667
verified: no, type: recall_at_10
value: 19.677
verified: no, type: recall_at_100
value: 37.668
verified: no, type: recall_at_1000
value: 60.687000000000005
verified: no, type: recall_at_20
value: 24.236
verified: no, type: recall_at_3
value: 13.173000000000002
verified: no, type: recall_at_5
value: 15.808
verified: no, task: type: Retrieval
dataset: type: mteb/cqadupstack-webmasters
name: MTEB CQADupstackWebmastersRetrieval
config: default
split: test
revision: 160c094312a0e1facb97e55eeddb698c0abe3571
metrics: type: map_at_1
value: 11.129999999999999
verified: no, type: map_at_10
value: 15.881
verified: no, type: map_at_100
value: 16.759
verified: no, type: map_at_1000
value: 16.903000000000002
verified: no, type: map_at_20
value: 16.284000000000002
verified: no, type: map_at_3
value: 14.23
verified: no, type: map_at_5
value: 15.035000000000002
verified: no, type: mrr_at_1
value: 14.229
verified: no, type: mrr_at_10
value: 19.028
verified: no, type: mrr_at_100
value: 19.811999999999998
verified: no, type: mrr_at_1000
value: 19.905
verified: no, type: mrr_at_20
value: 19.412
verified: no, type: mrr_at_3
value: 17.26
verified: no, type: mrr_at_5
value: 18.060000000000002
verified: no, type: ndcg_at_1
value: 14.229
verified: no, type: ndcg_at_10
value: 19.325
verified: no, type: ndcg_at_100
value: 23.817
verified: no, type: ndcg_at_1000
value: 27.407999999999998
verified: no, type: ndcg_at_20
value: 20.612
verified: no, type: ndcg_at_3
value: 16.248
verified: no, type: ndcg_at_5
value: 17.352
verified: no, type: precision_at_1
value: 14.229
verified: no, type: precision_at_10
value: 3.834
verified: no, type: precision_at_100
value: 0.822
verified: no, type: precision_at_1000
value: 0.158
verified: no, type: precision_at_20
value: 2.401
verified: no, type: precision_at_3
value: 7.707999999999999
verified: no, type: precision_at_5
value: 5.731
verified: no, type: recall_at_1
value: 11.129999999999999
verified: no, type: recall_at_10
value: 26.397
verified: no, type: recall_at_100
value: 47.616
verified: no, type: recall_at_1000
value: 73.15700000000001
verified: no, type: recall_at_20
value: 31.508999999999997
verified: no, type: recall_at_3
value: 17.368
verified: no, type: recall_at_5
value: 20.287
verified: no, task: type: Retrieval
dataset: type: mteb/cqadupstack-wordpress
name: MTEB CQADupstackWordpressRetrieval
config: default
split: test
revision: 4ffe81d471b1924886b33c7567bfb200e9eec5c4
metrics: type: map_at_1
value: 6.5680000000000005
verified: no, type: map_at_10
value: 10.004
verified: no, type: map_at_100
value: 10.639999999999999
verified: no, type: map_at_1000
value: 10.717
verified: no, type: map_at_20
value: 10.259
verified: no, type: map_at_3
value: 8.984
verified: no, type: map_at_5
value: 9.613
verified: no, type: mrr_at_1
value: 7.579
verified: no, type: mrr_at_10
value: 11.360000000000001
verified: no, type: mrr_at_100
value: 12.024
verified: no, type: mrr_at_1000
value: 12.104
verified: no, type: mrr_at_20
value: 11.652999999999999
verified: no, type: mrr_at_3
value: 10.32
verified: no, type: mrr_at_5
value: 10.967
verified: no, type: ndcg_at_1
value: 7.579
verified: no, type: ndcg_at_10
value: 12.084
verified: no, type: ndcg_at_100
value: 15.68
verified: no, type: ndcg_at_1000
value: 18.139
verified: no, type: ndcg_at_20
value: 13.001999999999999
verified: no, type: ndcg_at_3
value: 10.096
verified: no, type: ndcg_at_5
value: 11.183
verified: no, type: precision_at_1
value: 7.579
verified: no, type: precision_at_10
value: 1.978
verified: no, type: precision_at_100
value: 0.40499999999999997
verified: no, type: precision_at_1000
value: 0.065
verified: no, type: precision_at_20
value: 1.201
verified: no, type: precision_at_3
value: 4.621
verified: no, type: precision_at_5
value: 3.327
verified: no, type: recall_at_1
value: 6.5680000000000005
verified: no, type: recall_at_10
value: 17.209
verified: no, type: recall_at_100
value: 34.412
verified: no, type: recall_at_1000
value: 53.827000000000005
verified: no, type: recall_at_20
value: 20.604
verified: no, type: recall_at_3
value: 11.935
verified: no, type: recall_at_5
value: 14.615
verified: no, task: type: Retrieval
dataset: type: mteb/climate-fever
name: MTEB ClimateFEVER
config: default
split: test
revision: 47f2ac6acb640fc46020b02a5b59fdda04d39380
metrics: type: map_at_1
value: 3.466
verified: no, type: map_at_10
value: 6.311
verified: no, type: map_at_100
value: 7.385
verified: no, type: map_at_1000
value: 7.596
verified: no, type: map_at_20
value: 6.844
verified: no, type: map_at_3
value: 5.115
verified: no, type: map_at_5
value: 5.636
verified: no, type: mrr_at_1
value: 7.818
verified: no, type: mrr_at_10
value: 13.528
verified: no, type: mrr_at_100
value: 14.814
verified: no, type: mrr_at_1000
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verified: no, type: mrr_at_20
value: 14.283999999999999
verified: no, type: mrr_at_3
value: 11.249
verified: no, type: mrr_at_5
value: 12.307
verified: no, type: ndcg_at_1
value: 7.818
verified: no, type: ndcg_at_10
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verified: no, type: ndcg_at_100
value: 15.748000000000001
verified: no, type: ndcg_at_1000
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verified: no, type: ndcg_at_20
value: 11.927
verified: no, type: ndcg_at_3
value: 7.340000000000001
verified: no, type: ndcg_at_5
value: 8.089
verified: no, type: precision_at_1
value: 7.818
verified: no, type: precision_at_10
value: 3.3550000000000004
verified: no, type: precision_at_100
value: 0.9610000000000001
verified: no, type: precision_at_1000
value: 0.178
verified: no, type: precision_at_20
value: 2.511
verified: no, type: precision_at_3
value: 5.494000000000001
verified: no, type: precision_at_5
value: 4.417
verified: no, type: recall_at_1
value: 3.466
verified: no, type: recall_at_10
value: 13.292000000000002
verified: no, type: recall_at_100
value: 34.287
verified: no, type: recall_at_1000
value: 61.207
verified: no, type: recall_at_20
value: 19.014
verified: no, type: recall_at_3
value: 7.066
verified: no, type: recall_at_5
value: 9.028
verified: no, task: type: Classification
dataset: type: mteb/emotion
name: MTEB EmotionClassification
config: default
split: test
revision: 4f58c6b202a23cf9a4da393831edf4f9183cad37
metrics: type: accuracy
value: 45.21
verified: no, type: f1
value: 40.27450017657594
verified: no, task: type: Classification
dataset: type: mteb/imdb
name: MTEB ImdbClassification
config: default
split: test
revision: 3d86128a09e091d6018b6d26cad27f2739fc2db7
metrics: type: accuracy
value: 68.848
verified: no, type: ap
value: 63.2883584195492
verified: no, type: f1
value: 68.6836564154069
verified: no, task: type: Classification
dataset: type: mteb/mtop_domain
name: MTEB MTOPDomainClassification (en)
config: en
split: test
revision: d80d48c1eb48d3562165c59d59d0034df9fff0bf
metrics: type: accuracy
value: 85.37847697218423
verified: no, type: f1
value: 84.92640989123367
verified: no, task: type: Classification
dataset: type: mteb/mtop_intent
name: MTEB MTOPIntentClassification (en)
config: en
split: test
revision: ae001d0e6b1228650b7bd1c2c65fb50ad11a8aba
metrics: type: accuracy
value: 64.50524395804834
verified: no, type: f1
value: 48.40917698378292
verified: no, task: type: Classification
dataset: type: mteb/amazon_massive_intent
name: MTEB MassiveIntentClassification (en)
config: en
split: test
revision: 31efe3c427b0bae9c22cbb560b8f15491cc6bed7
metrics: type: accuracy
value: 66.32145258910558
verified: no, type: f1
value: 64.84562142367274
verified: no, task: type: Classification
dataset: type: mteb/amazon_massive_scenario
name: MTEB MassiveScenarioClassification (en)
config: en
split: test
revision: 7d571f92784cd94a019292a1f45445077d0ef634
metrics: type: accuracy
value: 70.6186953597848
verified: no, type: f1
value: 70.54134651579527
verified: no, task: type: Clustering
dataset: type: mteb/medrxiv-clustering-p2p
name: MTEB MedrxivClusteringP2P
config: default
split: test
revision: e7a26af6f3ae46b30dde8737f02c07b1505bcc73
metrics: type: v_measure
value: 27.349141993223746
verified: no, task: type: Clustering
dataset: type: mteb/medrxiv-clustering-s2s
name: MTEB MedrxivClusteringS2S
config: default
split: test
revision: 35191c8c0dca72d8ff3efcd72aa802307d469663
metrics: type: v_measure
value: 25.585510809207832
verified: no, task: type: Clustering
dataset: type: mteb/reddit-clustering
name: MTEB RedditClustering
config: default
split: test
revision: 24640382cdbf8abc73003fb0fa6d111a705499eb
metrics: type: v_measure
value: 40.32381150443673
verified: no, task: type: Clustering
dataset: type: mteb/reddit-clustering-p2p
name: MTEB RedditClusteringP2P
config: default
split: test
revision: 385e3cb46b4cfa89021f56c4380204149d0efe33
metrics: type: v_measure
value: 45.985786847845056
verified: no, task: type: Reranking
dataset: type: mteb/scidocs-reranking
name: MTEB SciDocsRR
config: default
split: test
revision: d3c5e1fc0b855ab6097bf1cda04dd73947d7caab
metrics: type: map
value: 70.58830468830689
verified: no, type: mrr
value: 89.4269474171435
verified: no, task: type: PairClassification
dataset: type: mteb/sprintduplicatequestions-pairclassification
name: MTEB SprintDuplicateQuestions
config: default
split: test
revision: d66bd1f72af766a5cc4b0ca5e00c162f89e8cc46
metrics: type: cos_sim_accuracy
value: 99.56039603960396
verified: no, type: cos_sim_ap
value: 82.80827567304317
verified: no, type: cos_sim_f1
value: 76.10350076103501
verified: no, type: cos_sim_precision
value: 77.2399588053553
verified: no, type: cos_sim_recall
value: 75
verified: no, type: dot_accuracy
value: 99.31980198019802
verified: no, type: dot_ap
value: 63.62227490198173
verified: no, type: dot_f1
value: 60.08492569002123
verified: no, type: dot_precision
value: 64.02714932126696
verified: no, type: dot_recall
value: 56.599999999999994
verified: no, type: euclidean_accuracy
value: 99.58514851485148
verified: no, type: euclidean_ap
value: 84.43639703406805
verified: no, type: euclidean_f1
value: 77.52928647497338
verified: no, type: euclidean_precision
value: 82.91571753986332
verified: no, type: euclidean_recall
value: 72.8
verified: no, type: manhattan_accuracy
value: 99.58316831683169
verified: no, type: manhattan_ap
value: 84.30772142229371
verified: no, type: manhattan_f1
value: 77.64584408879712
verified: no, type: manhattan_precision
value: 80.25613660618997
verified: no, type: manhattan_recall
value: 75.2
verified: no, type: max_accuracy
value: 99.58514851485148
verified: no, type: max_ap
value: 84.43639703406805
verified: no, type: max_f1
value: 77.64584408879712
verified: no, task: type: Clustering
dataset: type: mteb/stackexchange-clustering
name: MTEB StackExchangeClustering
config: default
split: test
revision: 6cbc1f7b2bc0622f2e39d2c77fa502909748c259
metrics: type: v_measure
value: 48.256973284963735
verified: no, task: type: Clustering
dataset: type: mteb/stackexchange-clustering-p2p
name: MTEB StackExchangeClusteringP2P
config: default
split: test
revision: 815ca46b2622cec33ccafc3735d572c266efdb44
metrics: type: v_measure
value: 28.872051407552323
verified: no, task: type: Reranking
dataset: type: mteb/stackoverflowdupquestions-reranking
name: MTEB StackOverflowDupQuestions
config: default
split: test
revision: e185fbe320c72810689fc5848eb6114e1ef5ec69
metrics: type: map
value: 40.992315303011075
verified: no, type: mrr
value: 41.398027013835836
verified: no, task: type: Classification
dataset: type: mteb/toxic_conversations_50k
name: MTEB ToxicConversationsClassification
config: default
split: test
revision: edfaf9da55d3dd50d43143d90c1ac476895ae6de
metrics: type: accuracy
value: 67.0849609375
verified: no, type: ap
value: 11.788791268631641
verified: no, type: f1
value: 50.9803202223727
verified: no, task: type: Classification
dataset: type: mteb/tweet_sentiment_extraction
name: MTEB TweetSentimentExtractionClassification
config: default
split: test
revision: d604517c81ca91fe16a244d1248fc021f9ecee7a
metrics: type: accuracy
value: 57.57498585172609
verified: no, type: f1
value: 57.91311800407575
verified: no, task: type: Clustering
dataset: type: mteb/twentynewsgroups-clustering
name: MTEB TwentyNewsgroupsClustering
config: default
split: test
revision: 6125ec4e24fa026cec8a478383ee943acfbd5449
metrics: type: v_measure
value: 33.06505289570024
verified: no, task: type: PairClassification
dataset: type: mteb/twittersemeval2015-pairclassification
name: MTEB TwitterSemEval2015
config: default
split: test
revision: 70970daeab8776df92f5ea462b6173c0b46fd2d1
metrics: type: cos_sim_accuracy
value: 83.71580139476664
verified: no, type: cos_sim_ap
value: 66.15526088864542
verified: no, type: cos_sim_f1
value: 62.3031151557578
verified: no, type: cos_sim_precision
value: 55.84605731018616
verified: no, type: cos_sim_recall
value: 70.44854881266491
verified: no, type: dot_accuracy
value: 81.99320498301246
verified: no, type: dot_ap
value: 59.10143958693731
verified: no, type: dot_f1
value: 59.58787878787878
verified: no, type: dot_precision
value: 55.11210762331839
verified: no, type: dot_recall
value: 64.85488126649076
verified: no, type: euclidean_accuracy
value: 83.59063002920665
verified: no, type: euclidean_ap
value: 65.63819065809086
verified: no, type: euclidean_f1
value: 61.41935483870967
verified: no, type: euclidean_precision
value: 55.29039070749736
verified: no, type: euclidean_recall
value: 69.07651715039577
verified: no, type: manhattan_accuracy
value: 83.6263932765095
verified: no, type: manhattan_ap
value: 65.69964834245273
verified: no, type: manhattan_f1
value: 61.52737752161382
verified: no, type: manhattan_precision
value: 56.45658880564125
verified: no, type: manhattan_recall
value: 67.59894459102902
verified: no, type: max_accuracy
value: 83.71580139476664
verified: no, type: max_ap
value: 66.15526088864542
verified: no, type: max_f1
value: 62.3031151557578
verified: no, task: type: PairClassification
dataset: type: mteb/twitterurlcorpus-pairclassification
name: MTEB TwitterURLCorpus
config: default
split: test
revision: 8b6510b0b1fa4e4c4f879467980e9be563ec1cdf
metrics: type: cos_sim_accuracy
value: 87.99821477083091
verified: no, type: cos_sim_ap
value: 84.27684726247264
verified: no, type: cos_sim_f1
value: 76.53120888758953
verified: no, type: cos_sim_precision
value: 72.83667223149693
verified: no, type: cos_sim_recall
value: 80.62057283646443
verified: no, type: dot_accuracy
value: 87.04738619164047
verified: no, type: dot_ap
value: 80.98829705864014
verified: no, type: dot_f1
value: 74.43375169234146
verified: no, type: dot_precision
value: 70.9225298096367
verified: no, type: dot_recall
value: 78.31074838312288
verified: no, type: euclidean_accuracy
value: 87.69744246516863
verified: no, type: euclidean_ap
value: 83.50528467088635
verified: no, type: euclidean_f1
value: 75.65629784532656
verified: no, type: euclidean_precision
value: 73.45370168950764
verified: no, type: euclidean_recall
value: 77.99507237449954
verified: no, type: manhattan_accuracy
value: 87.6916210657042
verified: no, type: manhattan_ap
value: 83.49074793688219
verified: no, type: manhattan_f1
value: 75.60462282612708
verified: no, type: manhattan_precision
value: 72.63568641362184
verified: no, type: manhattan_recall
value: 78.8266091777025
verified: no, type: max_accuracy
value: 87.99821477083091
verified: no, type: max_ap
value: 84.27684726247264
verified: no, type: max_f1
value: 76.53120888758953
verified: no
Likes: 1 | All-time downloads: 7557
Created: 2024-05-12 16:43:25