Model: fishbone64/gte-Qwen2-7B-instruct-Q8_0-GGUF
Author: fishbone64
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, gguf, mteb, transformers, Qwen2, sentence-similarity, llama-cpp, gguf-my-repo, base_model:Alibaba-NLP/gte-Qwen2-7B-instruct, base_model:quantized:Alibaba-NLP/gte-Qwen2-7B-instruct, license:apache-2.0, model-index, endpoints_compatible, region:us, conversational
Base models (quantized): id: Alibaba-NLP/gte-Qwen2-7B-instruct
Card metadata: base_model: Alibaba-NLP/gte-Qwen2-7B-instruct
license: apache-2.0
tags: mteb, sentence-transformers, transformers, Qwen2, sentence-similarity, llama-cpp, gguf-my-repo
model-index: name: gte-qwen2-7B-instruct
results: task: type: Classification
dataset: name: MTEB AmazonCounterfactualClassification (en)
type: mteb/amazon_counterfactual
config: en
split: test
revision: e8379541af4e31359cca9fbcf4b00f2671dba205
metrics: type: accuracy
value: 91.31343283582089
verified: no, type: ap
value: 67.64251402604096
verified: no, type: f1
value: 87.53372530755692
verified: no, task: type: Classification
dataset: name: MTEB AmazonPolarityClassification
type: mteb/amazon_polarity
config: default
split: test
revision: e2d317d38cd51312af73b3d32a06d1a08b442046
metrics: type: accuracy
value: 97.497825
verified: no, type: ap
value: 96.30329547047529
verified: no, type: f1
value: 97.49769793778039
verified: no, task: type: Classification
dataset: name: MTEB AmazonReviewsClassification (en)
type: mteb/amazon_reviews_multi
config: en
split: test
revision: 1399c76144fd37290681b995c656ef9b2e06e26d
metrics: type: accuracy
value: 62.564
verified: no, type: f1
value: 60.975777935041066
verified: no, task: type: Retrieval
dataset: name: MTEB ArguAna
type: mteb/arguana
config: default
split: test
revision: c22ab2a51041ffd869aaddef7af8d8215647e41a
metrics: type: map_at_1
value: 36.486000000000004
verified: no, type: map_at_10
value: 54.842
verified: no, type: map_at_100
value: 55.206999999999994
verified: no, type: map_at_1000
value: 55.206999999999994
verified: no, type: map_at_3
value: 49.893
verified: no, type: map_at_5
value: 53.105000000000004
verified: no, type: mrr_at_1
value: 37.34
verified: no, type: mrr_at_10
value: 55.143
verified: no, type: mrr_at_100
value: 55.509
verified: no, type: mrr_at_1000
value: 55.509
verified: no, type: mrr_at_3
value: 50.212999999999994
verified: no, type: mrr_at_5
value: 53.432
verified: no, type: ndcg_at_1
value: 36.486000000000004
verified: no, type: ndcg_at_10
value: 64.273
verified: no, type: ndcg_at_100
value: 65.66199999999999
verified: no, type: ndcg_at_1000
value: 65.66199999999999
verified: no, type: ndcg_at_3
value: 54.352999999999994
verified: no, type: ndcg_at_5
value: 60.131
verified: no, type: precision_at_1
value: 36.486000000000004
verified: no, type: precision_at_10
value: 9.395000000000001
verified: no, type: precision_at_100
value: 0.996
verified: no, type: precision_at_1000
value: 0.1
verified: no, type: precision_at_3
value: 22.428
verified: no, type: precision_at_5
value: 16.259
verified: no, type: recall_at_1
value: 36.486000000000004
verified: no, type: recall_at_10
value: 93.95400000000001
verified: no, type: recall_at_100
value: 99.644
verified: no, type: recall_at_1000
value: 99.644
verified: no, type: recall_at_3
value: 67.283
verified: no, type: recall_at_5
value: 81.294
verified: no, task: type: Clustering
dataset: name: MTEB ArxivClusteringP2P
type: mteb/arxiv-clustering-p2p
config: default
split: test
revision: a122ad7f3f0291bf49cc6f4d32aa80929df69d5d
metrics: type: v_measure
value: 56.461169803700564
verified: no, task: type: Clustering
dataset: name: MTEB ArxivClusteringS2S
type: mteb/arxiv-clustering-s2s
config: default
split: test
revision: f910caf1a6075f7329cdf8c1a6135696f37dbd53
metrics: type: v_measure
value: 51.73600434466286
verified: no, task: type: Reranking
dataset: name: MTEB AskUbuntuDupQuestions
type: mteb/askubuntudupquestions-reranking
config: default
split: test
revision: 2000358ca161889fa9c082cb41daa8dcfb161a54
metrics: type: map
value: 67.57827065898053
verified: no, type: mrr
value: 79.08136569493911
verified: no, task: type: STS
dataset: name: MTEB BIOSSES
type: mteb/biosses-sts
config: default
split: test
revision: d3fb88f8f02e40887cd149695127462bbcf29b4a
metrics: type: cos_sim_pearson
value: 83.53324575999243
verified: no, type: cos_sim_spearman
value: 81.37173362822374
verified: no, type: euclidean_pearson
value: 82.19243335103444
verified: no, type: euclidean_spearman
value: 81.33679307304334
verified: no, type: manhattan_pearson
value: 82.38752665975699
verified: no, type: manhattan_spearman
value: 81.31510583189689
verified: no, task: type: Classification
dataset: name: MTEB Banking77Classification
type: mteb/banking77
config: default
split: test
revision: 0fd18e25b25c072e09e0d92ab615fda904d66300
metrics: type: accuracy
value: 87.56818181818181
verified: no, type: f1
value: 87.25826722019875
verified: no, task: type: Clustering
dataset: name: MTEB BiorxivClusteringP2P
type: mteb/biorxiv-clustering-p2p
config: default
split: test
revision: 65b79d1d13f80053f67aca9498d9402c2d9f1f40
metrics: type: v_measure
value: 50.09239610327673
verified: no, task: type: Clustering
dataset: name: MTEB BiorxivClusteringS2S
type: mteb/biorxiv-clustering-s2s
config: default
split: test
revision: 258694dd0231531bc1fd9de6ceb52a0853c6d908
metrics: type: v_measure
value: 46.64733054606282
verified: no, task: type: Retrieval
dataset: name: MTEB CQADupstackAndroidRetrieval
type: BeIR/cqadupstack
config: default
split: test
revision: f46a197baaae43b4f621051089b82a364682dfeb
metrics: type: map_at_1
value: 33.997
verified: no, type: map_at_10
value: 48.176
verified: no, type: map_at_100
value: 49.82
verified: no, type: map_at_1000
value: 49.924
verified: no, type: map_at_3
value: 43.626
verified: no, type: map_at_5
value: 46.275
verified: no, type: mrr_at_1
value: 42.059999999999995
verified: no, type: mrr_at_10
value: 53.726
verified: no, type: mrr_at_100
value: 54.398
verified: no, type: mrr_at_1000
value: 54.416
verified: no, type: mrr_at_3
value: 50.714999999999996
verified: no, type: mrr_at_5
value: 52.639
verified: no, type: ndcg_at_1
value: 42.059999999999995
verified: no, type: ndcg_at_10
value: 55.574999999999996
verified: no, type: ndcg_at_100
value: 60.744
verified: no, type: ndcg_at_1000
value: 61.85699999999999
verified: no, type: ndcg_at_3
value: 49.363
verified: no, type: ndcg_at_5
value: 52.44
verified: no, type: precision_at_1
value: 42.059999999999995
verified: no, type: precision_at_10
value: 11.101999999999999
verified: no, type: precision_at_100
value: 1.73
verified: no, type: precision_at_1000
value: 0.218
verified: no, type: precision_at_3
value: 24.464
verified: no, type: precision_at_5
value: 18.026
verified: no, type: recall_at_1
value: 33.997
verified: no, type: recall_at_10
value: 70.35900000000001
verified: no, type: recall_at_100
value: 91.642
verified: no, type: recall_at_1000
value: 97.977
verified: no, type: recall_at_3
value: 52.76
verified: no, type: recall_at_5
value: 61.148
verified: no, task: type: Retrieval
dataset: name: MTEB CQADupstackEnglishRetrieval
type: BeIR/cqadupstack
config: default
split: test
revision: ad9991cb51e31e31e430383c75ffb2885547b5f0
metrics: type: map_at_1
value: 35.884
verified: no, type: map_at_10
value: 48.14
verified: no, type: map_at_100
value: 49.5
verified: no, type: map_at_1000
value: 49.63
verified: no, type: map_at_3
value: 44.646
verified: no, type: map_at_5
value: 46.617999999999995
verified: no, type: mrr_at_1
value: 44.458999999999996
verified: no, type: mrr_at_10
value: 53.751000000000005
verified: no, type: mrr_at_100
value: 54.37800000000001
verified: no, type: mrr_at_1000
value: 54.415
verified: no, type: mrr_at_3
value: 51.815
verified: no, type: mrr_at_5
value: 52.882
verified: no, type: ndcg_at_1
value: 44.458999999999996
verified: no, type: ndcg_at_10
value: 54.157
verified: no, type: ndcg_at_100
value: 58.362
verified: no, type: ndcg_at_1000
value: 60.178
verified: no, type: ndcg_at_3
value: 49.661
verified: no, type: ndcg_at_5
value: 51.74999999999999
verified: no, type: precision_at_1
value: 44.458999999999996
verified: no, type: precision_at_10
value: 10.248
verified: no, type: precision_at_100
value: 1.5890000000000002
verified: no, type: precision_at_1000
value: 0.207
verified: no, type: precision_at_3
value: 23.928
verified: no, type: precision_at_5
value: 16.878999999999998
verified: no, type: recall_at_1
value: 35.884
verified: no, type: recall_at_10
value: 64.798
verified: no, type: recall_at_100
value: 82.345
verified: no, type: recall_at_1000
value: 93.267
verified: no, type: recall_at_3
value: 51.847
verified: no, type: recall_at_5
value: 57.601
verified: no, task: type: Retrieval
dataset: name: MTEB CQADupstackGamingRetrieval
type: BeIR/cqadupstack
config: default
split: test
revision: 4885aa143210c98657558c04aaf3dc47cfb54340
metrics: type: map_at_1
value: 39.383
verified: no, type: map_at_10
value: 53.714
verified: no, type: map_at_100
value: 54.838
verified: no, type: map_at_1000
value: 54.87800000000001
verified: no, type: map_at_3
value: 50.114999999999995
verified: no, type: map_at_5
value: 52.153000000000006
verified: no, type: mrr_at_1
value: 45.016
verified: no, type: mrr_at_10
value: 56.732000000000006
verified: no, type: mrr_at_100
value: 57.411
verified: no, type: mrr_at_1000
value: 57.431
verified: no, type: mrr_at_3
value: 54.044000000000004
verified: no, type: mrr_at_5
value: 55.639
verified: no, type: ndcg_at_1
value: 45.016
verified: no, type: ndcg_at_10
value: 60.228
verified: no, type: ndcg_at_100
value: 64.277
verified: no, type: ndcg_at_1000
value: 65.07
verified: no, type: ndcg_at_3
value: 54.124
verified: no, type: ndcg_at_5
value: 57.147000000000006
verified: no, type: precision_at_1
value: 45.016
verified: no, type: precision_at_10
value: 9.937
verified: no, type: precision_at_100
value: 1.288
verified: no, type: precision_at_1000
value: 0.13899999999999998
verified: no, type: precision_at_3
value: 24.471999999999998
verified: no, type: precision_at_5
value: 16.991
verified: no, type: recall_at_1
value: 39.383
verified: no, type: recall_at_10
value: 76.175
verified: no, type: recall_at_100
value: 93.02
verified: no, type: recall_at_1000
value: 98.60900000000001
verified: no, type: recall_at_3
value: 60.265
verified: no, type: recall_at_5
value: 67.46600000000001
verified: no, task: type: Retrieval
dataset: name: MTEB CQADupstackGisRetrieval
type: BeIR/cqadupstack
config: default
split: test
revision: 5003b3064772da1887988e05400cf3806fe491f2
metrics: type: map_at_1
value: 27.426000000000002
verified: no, type: map_at_10
value: 37.397000000000006
verified: no, type: map_at_100
value: 38.61
verified: no, type: map_at_1000
value: 38.678000000000004
verified: no, type: map_at_3
value: 34.150999999999996
verified: no, type: map_at_5
value: 36.137
verified: no, type: mrr_at_1
value: 29.944
verified: no, type: mrr_at_10
value: 39.654
verified: no, type: mrr_at_100
value: 40.638000000000005
verified: no, type: mrr_at_1000
value: 40.691
verified: no, type: mrr_at_3
value: 36.817
verified: no, type: mrr_at_5
value: 38.524
verified: no, type: ndcg_at_1
value: 29.944
verified: no, type: ndcg_at_10
value: 43.094
verified: no, type: ndcg_at_100
value: 48.789
verified: no, type: ndcg_at_1000
value: 50.339999999999996
verified: no, type: ndcg_at_3
value: 36.984
verified: no, type: ndcg_at_5
value: 40.248
verified: no, type: precision_at_1
value: 29.944
verified: no, type: precision_at_10
value: 6.78
verified: no, type: precision_at_100
value: 1.024
verified: no, type: precision_at_1000
value: 0.11800000000000001
verified: no, type: precision_at_3
value: 15.895000000000001
verified: no, type: precision_at_5
value: 11.39
verified: no, type: recall_at_1
value: 27.426000000000002
verified: no, type: recall_at_10
value: 58.464000000000006
verified: no, type: recall_at_100
value: 84.193
verified: no, type: recall_at_1000
value: 95.52000000000001
verified: no, type: recall_at_3
value: 42.172
verified: no, type: recall_at_5
value: 50.101
verified: no, task: type: Retrieval
dataset: name: MTEB CQADupstackMathematicaRetrieval
type: BeIR/cqadupstack
config: default
split: test
revision: 90fceea13679c63fe563ded68f3b6f06e50061de
metrics: type: map_at_1
value: 19.721
verified: no, type: map_at_10
value: 31.604
verified: no, type: map_at_100
value: 32.972
verified: no, type: map_at_1000
value: 33.077
verified: no, type: map_at_3
value: 27.218999999999998
verified: no, type: map_at_5
value: 29.53
verified: no, type: mrr_at_1
value: 25
verified: no, type: mrr_at_10
value: 35.843
verified: no, type: mrr_at_100
value: 36.785000000000004
verified: no, type: mrr_at_1000
value: 36.842000000000006
verified: no, type: mrr_at_3
value: 32.193
verified: no, type: mrr_at_5
value: 34.264
verified: no, type: ndcg_at_1
value: 25
verified: no, type: ndcg_at_10
value: 38.606
verified: no, type: ndcg_at_100
value: 44.272
verified: no, type: ndcg_at_1000
value: 46.527
verified: no, type: ndcg_at_3
value: 30.985000000000003
verified: no, type: ndcg_at_5
value: 34.43
verified: no, type: precision_at_1
value: 25
verified: no, type: precision_at_10
value: 7.811
verified: no, type: precision_at_100
value: 1.203
verified: no, type: precision_at_1000
value: 0.15
verified: no, type: precision_at_3
value: 15.423
verified: no, type: precision_at_5
value: 11.791
verified: no, type: recall_at_1
value: 19.721
verified: no, type: recall_at_10
value: 55.625
verified: no, type: recall_at_100
value: 79.34400000000001
verified: no, type: recall_at_1000
value: 95.208
verified: no, type: recall_at_3
value: 35.19
verified: no, type: recall_at_5
value: 43.626
verified: no, task: type: Retrieval
dataset: name: MTEB CQADupstackPhysicsRetrieval
type: BeIR/cqadupstack
config: default
split: test
revision: 79531abbd1fb92d06c6d6315a0cbbbf5bb247ea4
metrics: type: map_at_1
value: 33.784
verified: no, type: map_at_10
value: 47.522
verified: no, type: map_at_100
value: 48.949999999999996
verified: no, type: map_at_1000
value: 49.038
verified: no, type: map_at_3
value: 43.284
verified: no, type: map_at_5
value: 45.629
verified: no, type: mrr_at_1
value: 41.482
verified: no, type: mrr_at_10
value: 52.830999999999996
verified: no, type: mrr_at_100
value: 53.559999999999995
verified: no, type: mrr_at_1000
value: 53.588
verified: no, type: mrr_at_3
value: 50.016000000000005
verified: no, type: mrr_at_5
value: 51.614000000000004
verified: no, type: ndcg_at_1
value: 41.482
verified: no, type: ndcg_at_10
value: 54.569
verified: no, type: ndcg_at_100
value: 59.675999999999995
verified: no, type: ndcg_at_1000
value: 60.989000000000004
verified: no, type: ndcg_at_3
value: 48.187000000000005
verified: no, type: ndcg_at_5
value: 51.183
verified: no, type: precision_at_1
value: 41.482
verified: no, type: precision_at_10
value: 10.221
verified: no, type: precision_at_100
value: 1.486
verified: no, type: precision_at_1000
value: 0.17500000000000002
verified: no, type: precision_at_3
value: 23.548
verified: no, type: precision_at_5
value: 16.805
verified: no, type: recall_at_1
value: 33.784
verified: no, type: recall_at_10
value: 69.798
verified: no, type: recall_at_100
value: 90.098
verified: no, type: recall_at_1000
value: 98.176
verified: no, type: recall_at_3
value: 52.127
verified: no, type: recall_at_5
value: 59.861
verified: no, task: type: Retrieval
dataset: name: MTEB CQADupstackProgrammersRetrieval
type: BeIR/cqadupstack
config: default
split: test
revision: 6184bc1440d2dbc7612be22b50686b8826d22b32
metrics: type: map_at_1
value: 28.038999999999998
verified: no, type: map_at_10
value: 41.904
verified: no, type: map_at_100
value: 43.36
verified: no, type: map_at_1000
value: 43.453
verified: no, type: map_at_3
value: 37.785999999999994
verified: no, type: map_at_5
value: 40.105000000000004
verified: no, type: mrr_at_1
value: 35.046
verified: no, type: mrr_at_10
value: 46.926
verified: no, type: mrr_at_100
value: 47.815000000000005
verified: no, type: mrr_at_1000
value: 47.849000000000004
verified: no, type: mrr_at_3
value: 44.273
verified: no, type: mrr_at_5
value: 45.774
verified: no, type: ndcg_at_1
value: 35.046
verified: no, type: ndcg_at_10
value: 48.937000000000005
verified: no, type: ndcg_at_100
value: 54.544000000000004
verified: no, type: ndcg_at_1000
value: 56.069
verified: no, type: ndcg_at_3
value: 42.858000000000004
verified: no, type: ndcg_at_5
value: 45.644
verified: no, type: precision_at_1
value: 35.046
verified: no, type: precision_at_10
value: 9.452
verified: no, type: precision_at_100
value: 1.429
verified: no, type: precision_at_1000
value: 0.173
verified: no, type: precision_at_3
value: 21.346999999999998
verified: no, type: precision_at_5
value: 15.342
verified: no, type: recall_at_1
value: 28.038999999999998
verified: no, type: recall_at_10
value: 64.59700000000001
verified: no, type: recall_at_100
value: 87.735
verified: no, type: recall_at_1000
value: 97.41300000000001
verified: no, type: recall_at_3
value: 47.368
verified: no, type: recall_at_5
value: 54.93900000000001
verified: no, task: type: Retrieval
dataset: name: MTEB CQADupstackRetrieval
type: BeIR/cqadupstack
config: default
split: test
revision: 4ffe81d471b1924886b33c7567bfb200e9eec5c4
metrics: type: map_at_1
value: 28.17291666666667
verified: no, type: map_at_10
value: 40.025749999999995
verified: no, type: map_at_100
value: 41.39208333333333
verified: no, type: map_at_1000
value: 41.499249999999996
verified: no, type: map_at_3
value: 36.347
verified: no, type: map_at_5
value: 38.41391666666667
verified: no, type: mrr_at_1
value: 33.65925
verified: no, type: mrr_at_10
value: 44.085499999999996
verified: no, type: mrr_at_100
value: 44.94116666666667
verified: no, type: mrr_at_1000
value: 44.9855
verified: no, type: mrr_at_3
value: 41.2815
verified: no, type: mrr_at_5
value: 42.91491666666666
verified: no, type: ndcg_at_1
value: 33.65925
verified: no, type: ndcg_at_10
value: 46.430833333333325
verified: no, type: ndcg_at_100
value: 51.761
verified: no, type: ndcg_at_1000
value: 53.50899999999999
verified: no, type: ndcg_at_3
value: 40.45133333333333
verified: no, type: ndcg_at_5
value: 43.31483333333334
verified: no, type: precision_at_1
value: 33.65925
verified: no, type: precision_at_10
value: 8.4995
verified: no, type: precision_at_100
value: 1.3210000000000004
verified: no, type: precision_at_1000
value: 0.16591666666666666
verified: no, type: precision_at_3
value: 19.165083333333335
verified: no, type: precision_at_5
value: 13.81816666666667
verified: no, type: recall_at_1
value: 28.17291666666667
verified: no, type: recall_at_10
value: 61.12624999999999
verified: no, type: recall_at_100
value: 83.97266666666667
verified: no, type: recall_at_1000
value: 95.66550000000001
verified: no, type: recall_at_3
value: 44.661249999999995
verified: no, type: recall_at_5
value: 51.983333333333334
verified: no, type: map_at_1
value: 17.936
verified: no, type: map_at_10
value: 27.399
verified: no, type: map_at_100
value: 28.632
verified: no, type: map_at_1000
value: 28.738000000000003
verified: no, type: map_at_3
value: 24.456
verified: no, type: map_at_5
value: 26.06
verified: no, type: mrr_at_1
value: 19.224
verified: no, type: mrr_at_10
value: 28.998
verified: no, type: mrr_at_100
value: 30.11
verified: no, type: mrr_at_1000
value: 30.177
verified: no, type: mrr_at_3
value: 26.247999999999998
verified: no, type: mrr_at_5
value: 27.708
verified: no, type: ndcg_at_1
value: 19.224
verified: no, type: ndcg_at_10
value: 32.911
verified: no, type: ndcg_at_100
value: 38.873999999999995
verified: no, type: ndcg_at_1000
value: 41.277
verified: no, type: ndcg_at_3
value: 27.142
verified: no, type: ndcg_at_5
value: 29.755
verified: no, type: precision_at_1
value: 19.224
verified: no, type: precision_at_10
value: 5.6930000000000005
verified: no, type: precision_at_100
value: 0.9259999999999999
verified: no, type: precision_at_1000
value: 0.126
verified: no, type: precision_at_3
value: 12.138
verified: no, type: precision_at_5
value: 8.909
verified: no, type: recall_at_1
value: 17.936
verified: no, type: recall_at_10
value: 48.096
verified: no, type: recall_at_100
value: 75.389
verified: no, type: recall_at_1000
value: 92.803
verified: no, type: recall_at_3
value: 32.812999999999995
verified: no, type: recall_at_5
value: 38.851
verified: no, task: type: Retrieval
dataset: name: MTEB CQADupstackStatsRetrieval
type: BeIR/cqadupstack
config: default
split: test
revision: 65ac3a16b8e91f9cee4c9828cc7c335575432a2a
metrics: type: map_at_1
value: 24.681
verified: no, type: map_at_10
value: 34.892
verified: no, type: map_at_100
value: 35.996
verified: no, type: map_at_1000
value: 36.083
verified: no, type: map_at_3
value: 31.491999999999997
verified: no, type: map_at_5
value: 33.632
verified: no, type: mrr_at_1
value: 28.528
verified: no, type: mrr_at_10
value: 37.694
verified: no, type: mrr_at_100
value: 38.613
verified: no, type: mrr_at_1000
value: 38.668
verified: no, type: mrr_at_3
value: 34.714
verified: no, type: mrr_at_5
value: 36.616
verified: no, type: ndcg_at_1
value: 28.528
verified: no, type: ndcg_at_10
value: 40.703
verified: no, type: ndcg_at_100
value: 45.993
verified: no, type: ndcg_at_1000
value: 47.847
verified: no, type: ndcg_at_3
value: 34.622
verified: no, type: ndcg_at_5
value: 38.035999999999994
verified: no, type: precision_at_1
value: 28.528
verified: no, type: precision_at_10
value: 6.902
verified: no, type: precision_at_100
value: 1.0370000000000001
verified: no, type: precision_at_1000
value: 0.126
verified: no, type: precision_at_3
value: 15.798000000000002
verified: no, type: precision_at_5
value: 11.655999999999999
verified: no, type: recall_at_1
value: 24.681
verified: no, type: recall_at_10
value: 55.81
verified: no, type: recall_at_100
value: 79.785
verified: no, type: recall_at_1000
value: 92.959
verified: no, type: recall_at_3
value: 39.074
verified: no, type: recall_at_5
value: 47.568
verified: no, task: type: Retrieval
dataset: name: MTEB CQADupstackTexRetrieval
type: BeIR/cqadupstack
config: default
split: test
revision: 46989137a86843e03a6195de44b09deda022eec7
metrics: type: map_at_1
value: 18.627
verified: no, type: map_at_10
value: 27.872000000000003
verified: no, type: map_at_100
value: 29.237999999999996
verified: no, type: map_at_1000
value: 29.363
verified: no, type: map_at_3
value: 24.751
verified: no, type: map_at_5
value: 26.521
verified: no, type: mrr_at_1
value: 23.021
verified: no, type: mrr_at_10
value: 31.924000000000003
verified: no, type: mrr_at_100
value: 32.922000000000004
verified: no, type: mrr_at_1000
value: 32.988
verified: no, type: mrr_at_3
value: 29.192
verified: no, type: mrr_at_5
value: 30.798
verified: no, type: ndcg_at_1
value: 23.021
verified: no, type: ndcg_at_10
value: 33.535
verified: no, type: ndcg_at_100
value: 39.732
verified: no, type: ndcg_at_1000
value: 42.201
verified: no, type: ndcg_at_3
value: 28.153
verified: no, type: ndcg_at_5
value: 30.746000000000002
verified: no, type: precision_at_1
value: 23.021
verified: no, type: precision_at_10
value: 6.459
verified: no, type: precision_at_100
value: 1.1320000000000001
verified: no, type: precision_at_1000
value: 0.153
verified: no, type: precision_at_3
value: 13.719000000000001
verified: no, type: precision_at_5
value: 10.193000000000001
verified: no, type: recall_at_1
value: 18.627
verified: no, type: recall_at_10
value: 46.463
verified: no, type: recall_at_100
value: 74.226
verified: no, type: recall_at_1000
value: 91.28500000000001
verified: no, type: recall_at_3
value: 31.357000000000003
verified: no, type: recall_at_5
value: 38.067
verified: no, task: type: Retrieval
dataset: name: MTEB CQADupstackUnixRetrieval
type: BeIR/cqadupstack
config: default
split: test
revision: 6c6430d3a6d36f8d2a829195bc5dc94d7e063e53
metrics: type: map_at_1
value: 31.457
verified: no, type: map_at_10
value: 42.888
verified: no, type: map_at_100
value: 44.24
verified: no, type: map_at_1000
value: 44.327
verified: no, type: map_at_3
value: 39.588
verified: no, type: map_at_5
value: 41.423
verified: no, type: mrr_at_1
value: 37.126999999999995
verified: no, type: mrr_at_10
value: 47.083000000000006
verified: no, type: mrr_at_100
value: 47.997
verified: no, type: mrr_at_1000
value: 48.044
verified: no, type: mrr_at_3
value: 44.574000000000005
verified: no, type: mrr_at_5
value: 46.202
verified: no, type: ndcg_at_1
value: 37.126999999999995
verified: no, type: ndcg_at_10
value: 48.833
verified: no, type: ndcg_at_100
value: 54.327000000000005
verified: no, type: ndcg_at_1000
value: 56.011
verified: no, type: ndcg_at_3
value: 43.541999999999994
verified: no, type: ndcg_at_5
value: 46.127
verified: no, type: precision_at_1
value: 37.126999999999995
verified: no, type: precision_at_10
value: 8.376999999999999
verified: no, type: precision_at_100
value: 1.2309999999999999
verified: no, type: precision_at_1000
value: 0.146
verified: no, type: precision_at_3
value: 20.211000000000002
verified: no, type: precision_at_5
value: 14.16
verified: no, type: recall_at_1
value: 31.457
verified: no, type: recall_at_10
value: 62.369
verified: no, type: recall_at_100
value: 85.444
verified: no, type: recall_at_1000
value: 96.65599999999999
verified: no, type: recall_at_3
value: 47.961
verified: no, type: recall_at_5
value: 54.676
verified: no, task: type: Retrieval
dataset: name: MTEB CQADupstackWebmastersRetrieval
type: BeIR/cqadupstack
config: default
split: test
revision: 160c094312a0e1facb97e55eeddb698c0abe3571
metrics: type: map_at_1
value: 27.139999999999997
verified: no, type: map_at_10
value: 38.801
verified: no, type: map_at_100
value: 40.549
verified: no, type: map_at_1000
value: 40.802
verified: no, type: map_at_3
value: 35.05
verified: no, type: map_at_5
value: 36.884
verified: no, type: mrr_at_1
value: 33.004
verified: no, type: mrr_at_10
value: 43.864
verified: no, type: mrr_at_100
value: 44.667
verified: no, type: mrr_at_1000
value: 44.717
verified: no, type: mrr_at_3
value: 40.777
verified: no, type: mrr_at_5
value: 42.319
verified: no, type: ndcg_at_1
value: 33.004
verified: no, type: ndcg_at_10
value: 46.022
verified: no, type: ndcg_at_100
value: 51.542
verified: no, type: ndcg_at_1000
value: 53.742000000000004
verified: no, type: ndcg_at_3
value: 39.795
verified: no, type: ndcg_at_5
value: 42.272
verified: no, type: precision_at_1
value: 33.004
verified: no, type: precision_at_10
value: 9.012
verified: no, type: precision_at_100
value: 1.7770000000000001
verified: no, type: precision_at_1000
value: 0.26
verified: no, type: precision_at_3
value: 19.038
verified: no, type: precision_at_5
value: 13.675999999999998
verified: no, type: recall_at_1
value: 27.139999999999997
verified: no, type: recall_at_10
value: 60.961
verified: no, type: recall_at_100
value: 84.451
verified: no, type: recall_at_1000
value: 98.113
verified: no, type: recall_at_3
value: 43.001
verified: no, type: recall_at_5
value: 49.896
verified: no, task: type: Retrieval
dataset: name: MTEB ClimateFEVER
type: mteb/climate-fever
config: default
split: test
revision: 47f2ac6acb640fc46020b02a5b59fdda04d39380
metrics: type: map_at_1
value: 22.076999999999998
verified: no, type: map_at_10
value: 35.44
verified: no, type: map_at_100
value: 37.651
verified: no, type: map_at_1000
value: 37.824999999999996
verified: no, type: map_at_3
value: 30.764999999999997
verified: no, type: map_at_5
value: 33.26
verified: no, type: mrr_at_1
value: 50.163000000000004
verified: no, type: mrr_at_10
value: 61.207
verified: no, type: mrr_at_100
value: 61.675000000000004
verified: no, type: mrr_at_1000
value: 61.692
verified: no, type: mrr_at_3
value: 58.60999999999999
verified: no, type: mrr_at_5
value: 60.307
verified: no, type: ndcg_at_1
value: 50.163000000000004
verified: no, type: ndcg_at_10
value: 45.882
verified: no, type: ndcg_at_100
value: 53.239999999999995
verified: no, type: ndcg_at_1000
value: 55.852000000000004
verified: no, type: ndcg_at_3
value: 40.514
verified: no, type: ndcg_at_5
value: 42.038
verified: no, type: precision_at_1
value: 50.163000000000004
verified: no, type: precision_at_10
value: 13.466000000000001
verified: no, type: precision_at_100
value: 2.164
verified: no, type: precision_at_1000
value: 0.266
verified: no, type: precision_at_3
value: 29.707
verified: no, type: precision_at_5
value: 21.694
verified: no, type: recall_at_1
value: 22.076999999999998
verified: no, type: recall_at_10
value: 50.193
verified: no, type: recall_at_100
value: 74.993
verified: no, type: recall_at_1000
value: 89.131
verified: no, type: recall_at_3
value: 35.472
verified: no, type: recall_at_5
value: 41.814
verified: no, task: type: Retrieval
dataset: name: MTEB DBPedia
type: mteb/dbpedia
config: default
split: test
revision: c0f706b76e590d620bd6618b3ca8efdd34e2d659
metrics: type: map_at_1
value: 9.953
verified: no, type: map_at_10
value: 24.515
verified: no, type: map_at_100
value: 36.173
verified: no, type: map_at_1000
value: 38.351
verified: no, type: map_at_3
value: 16.592000000000002
verified: no, type: map_at_5
value: 20.036
verified: no, type: mrr_at_1
value: 74.25
verified: no, type: mrr_at_10
value: 81.813
verified: no, type: mrr_at_100
value: 82.006
verified: no, type: mrr_at_1000
value: 82.011
verified: no, type: mrr_at_3
value: 80.875
verified: no, type: mrr_at_5
value: 81.362
verified: no, type: ndcg_at_1
value: 62.5
verified: no, type: ndcg_at_10
value: 52.42
verified: no, type: ndcg_at_100
value: 56.808
verified: no, type: ndcg_at_1000
value: 63.532999999999994
verified: no, type: ndcg_at_3
value: 56.654
verified: no, type: ndcg_at_5
value: 54.18300000000001
verified: no, type: precision_at_1
value: 74.25
verified: no, type: precision_at_10
value: 42.699999999999996
verified: no, type: precision_at_100
value: 13.675
verified: no, type: precision_at_1000
value: 2.664
verified: no, type: precision_at_3
value: 60.5
verified: no, type: precision_at_5
value: 52.800000000000004
verified: no, type: recall_at_1
value: 9.953
verified: no, type: recall_at_10
value: 30.253999999999998
verified: no, type: recall_at_100
value: 62.516000000000005
verified: no, type: recall_at_1000
value: 84.163
verified: no, type: recall_at_3
value: 18.13
verified: no, type: recall_at_5
value: 22.771
verified: no, task: type: Classification
dataset: name: MTEB EmotionClassification
type: mteb/emotion
config: default
split: test
revision: 4f58c6b202a23cf9a4da393831edf4f9183cad37
metrics: type: accuracy
value: 79.455
verified: no, type: f1
value: 74.16798697647569
verified: no, task: type: Retrieval
dataset: name: MTEB FEVER
type: mteb/fever
config: default
split: test
revision: bea83ef9e8fb933d90a2f1d5515737465d613e12
metrics: type: map_at_1
value: 87.531
verified: no, type: map_at_10
value: 93.16799999999999
verified: no, type: map_at_100
value: 93.341
verified: no, type: map_at_1000
value: 93.349
verified: no, type: map_at_3
value: 92.444
verified: no, type: map_at_5
value: 92.865
verified: no, type: mrr_at_1
value: 94.014
verified: no, type: mrr_at_10
value: 96.761
verified: no, type: mrr_at_100
value: 96.762
verified: no, type: mrr_at_1000
value: 96.762
verified: no, type: mrr_at_3
value: 96.672
verified: no, type: mrr_at_5
value: 96.736
verified: no, type: ndcg_at_1
value: 94.014
verified: no, type: ndcg_at_10
value: 95.112
verified: no, type: ndcg_at_100
value: 95.578
verified: no, type: ndcg_at_1000
value: 95.68900000000001
verified: no, type: ndcg_at_3
value: 94.392
verified: no, type: ndcg_at_5
value: 94.72500000000001
verified: no, type: precision_at_1
value: 94.014
verified: no, type: precision_at_10
value: 11.065
verified: no, type: precision_at_100
value: 1.157
verified: no, type: precision_at_1000
value: 0.11800000000000001
verified: no, type: precision_at_3
value: 35.259
verified: no, type: precision_at_5
value: 21.599
verified: no, type: recall_at_1
value: 87.531
verified: no, type: recall_at_10
value: 97.356
verified: no, type: recall_at_100
value: 98.965
verified: no, type: recall_at_1000
value: 99.607
verified: no, type: recall_at_3
value: 95.312
verified: no, type: recall_at_5
value: 96.295
verified: no, task: type: Retrieval
dataset: name: MTEB FiQA2018
type: mteb/fiqa
config: default
split: test
revision: 27a168819829fe9bcd655c2df245fb19452e8e06
metrics: type: map_at_1
value: 32.055
verified: no, type: map_at_10
value: 53.114
verified: no, type: map_at_100
value: 55.235
verified: no, type: map_at_1000
value: 55.345
verified: no, type: map_at_3
value: 45.854
verified: no, type: map_at_5
value: 50.025
verified: no, type: mrr_at_1
value: 60.34
verified: no, type: mrr_at_10
value: 68.804
verified: no, type: mrr_at_100
value: 69.309
verified: no, type: mrr_at_1000
value: 69.32199999999999
verified: no, type: mrr_at_3
value: 66.40899999999999
verified: no, type: mrr_at_5
value: 67.976
verified: no, type: ndcg_at_1
value: 60.34
verified: no, type: ndcg_at_10
value: 62.031000000000006
verified: no, type: ndcg_at_100
value: 68.00500000000001
verified: no, type: ndcg_at_1000
value: 69.286
verified: no, type: ndcg_at_3
value: 56.355999999999995
verified: no, type: ndcg_at_5
value: 58.687
verified: no, type: precision_at_1
value: 60.34
verified: no, type: precision_at_10
value: 17.176
verified: no, type: precision_at_100
value: 2.36
verified: no, type: precision_at_1000
value: 0.259
verified: no, type: precision_at_3
value: 37.14
verified: no, type: precision_at_5
value: 27.809
verified: no, type: recall_at_1
value: 32.055
verified: no, type: recall_at_10
value: 70.91
verified: no, type: recall_at_100
value: 91.83
verified: no, type: recall_at_1000
value: 98.871
verified: no, type: recall_at_3
value: 51.202999999999996
verified: no, type: recall_at_5
value: 60.563
verified: no, task: type: Retrieval
dataset: name: MTEB HotpotQA
type: mteb/hotpotqa
config: default
split: test
revision: ab518f4d6fcca38d87c25209f94beba119d02014
metrics: type: map_at_1
value: 43.68
verified: no, type: map_at_10
value: 64.389
verified: no, type: map_at_100
value: 65.24
verified: no, type: map_at_1000
value: 65.303
verified: no, type: map_at_3
value: 61.309000000000005
verified: no, type: map_at_5
value: 63.275999999999996
verified: no, type: mrr_at_1
value: 87.36
verified: no, type: mrr_at_10
value: 91.12
verified: no, type: mrr_at_100
value: 91.227
verified: no, type: mrr_at_1000
value: 91.229
verified: no, type: mrr_at_3
value: 90.57600000000001
verified: no, type: mrr_at_5
value: 90.912
verified: no, type: ndcg_at_1
value: 87.36
verified: no, type: ndcg_at_10
value: 73.076
verified: no, type: ndcg_at_100
value: 75.895
verified: no, type: ndcg_at_1000
value: 77.049
verified: no, type: ndcg_at_3
value: 68.929
verified: no, type: ndcg_at_5
value: 71.28
verified: no, type: precision_at_1
value: 87.36
verified: no, type: precision_at_10
value: 14.741000000000001
verified: no, type: precision_at_100
value: 1.694
verified: no, type: precision_at_1000
value: 0.185
verified: no, type: precision_at_3
value: 43.043
verified: no, type: precision_at_5
value: 27.681
verified: no, type: recall_at_1
value: 43.68
verified: no, type: recall_at_10
value: 73.707
verified: no, type: recall_at_100
value: 84.7
verified: no, type: recall_at_1000
value: 92.309
verified: no, type: recall_at_3
value: 64.564
verified: no, type: recall_at_5
value: 69.203
verified: no, task: type: Classification
dataset: name: MTEB ImdbClassification
type: mteb/imdb
config: default
split: test
revision: 3d86128a09e091d6018b6d26cad27f2739fc2db7
metrics: type: accuracy
value: 96.75399999999999
verified: no, type: ap
value: 95.29389839242187
verified: no, type: f1
value: 96.75348377433475
verified: no, task: type: Retrieval
dataset: name: MTEB MSMARCO
type: mteb/msmarco
config: default
split: dev
revision: c5a29a104738b98a9e76336939199e264163d4a0
metrics: type: map_at_1
value: 25.176
verified: no, type: map_at_10
value: 38.598
verified: no, type: map_at_100
value: 39.707
verified: no, type: map_at_1000
value: 39.744
verified: no, type: map_at_3
value: 34.566
verified: no, type: map_at_5
value: 36.863
verified: no, type: mrr_at_1
value: 25.874000000000002
verified: no, type: mrr_at_10
value: 39.214
verified: no, type: mrr_at_100
value: 40.251
verified: no, type: mrr_at_1000
value: 40.281
verified: no, type: mrr_at_3
value: 35.291
verified: no, type: mrr_at_5
value: 37.545
verified: no, type: ndcg_at_1
value: 25.874000000000002
verified: no, type: ndcg_at_10
value: 45.98
verified: no, type: ndcg_at_100
value: 51.197
verified: no, type: ndcg_at_1000
value: 52.073
verified: no, type: ndcg_at_3
value: 37.785999999999994
verified: no, type: ndcg_at_5
value: 41.870000000000005
verified: no, type: precision_at_1
value: 25.874000000000002
verified: no, type: precision_at_10
value: 7.181
verified: no, type: precision_at_100
value: 0.979
verified: no, type: precision_at_1000
value: 0.106
verified: no, type: precision_at_3
value: 16.051000000000002
verified: no, type: precision_at_5
value: 11.713
verified: no, type: recall_at_1
value: 25.176
verified: no, type: recall_at_10
value: 68.67699999999999
verified: no, type: recall_at_100
value: 92.55
verified: no, type: recall_at_1000
value: 99.164
verified: no, type: recall_at_3
value: 46.372
verified: no, type: recall_at_5
value: 56.16
verified: no, task: type: Classification
dataset: name: MTEB MTOPDomainClassification (en)
type: mteb/mtop_domain
config: en
split: test
revision: d80d48c1eb48d3562165c59d59d0034df9fff0bf
metrics: type: accuracy
value: 99.03784769721841
verified: no, type: f1
value: 98.97791641821495
verified: no, task: type: Classification
dataset: name: MTEB MTOPIntentClassification (en)
type: mteb/mtop_intent
config: en
split: test
revision: ae001d0e6b1228650b7bd1c2c65fb50ad11a8aba
metrics: type: accuracy
value: 91.88326493388054
verified: no, type: f1
value: 73.74809928034335
verified: no, task: type: Classification
dataset: name: MTEB MassiveIntentClassification (en)
type: mteb/amazon_massive_intent
config: en
split: test
revision: 31efe3c427b0bae9c22cbb560b8f15491cc6bed7
metrics: type: accuracy
value: 85.41358439811701
verified: no, type: f1
value: 83.503679460639
verified: no, task: type: Classification
dataset: name: MTEB MassiveScenarioClassification (en)
type: mteb/amazon_massive_scenario
config: en
split: test
revision: 7d571f92784cd94a019292a1f45445077d0ef634
metrics: type: accuracy
value: 89.77135171486215
verified: no, type: f1
value: 88.89843747468366
verified: no, task: type: Clustering
dataset: name: MTEB MedrxivClusteringP2P
type: mteb/medrxiv-clustering-p2p
config: default
split: test
revision: e7a26af6f3ae46b30dde8737f02c07b1505bcc73
metrics: type: v_measure
value: 46.22695362087359
verified: no, task: type: Clustering
dataset: name: MTEB MedrxivClusteringS2S
type: mteb/medrxiv-clustering-s2s
config: default
split: test
revision: 35191c8c0dca72d8ff3efcd72aa802307d469663
metrics: type: v_measure
value: 44.132372165849425
verified: no, task: type: Reranking
dataset: name: MTEB MindSmallReranking
type: mteb/mind_small
config: default
split: test
revision: 3bdac13927fdc888b903db93b2ffdbd90b295a69
metrics: type: map
value: 33.35680810650402
verified: no, type: mrr
value: 34.72625715637218
verified: no, task: type: Retrieval
dataset: name: MTEB NFCorpus
type: mteb/nfcorpus
config: default
split: test
revision: ec0fa4fe99da2ff19ca1214b7966684033a58814
metrics: type: map_at_1
value: 7.165000000000001
verified: no, type: map_at_10
value: 15.424
verified: no, type: map_at_100
value: 20.28
verified: no, type: map_at_1000
value: 22.065
verified: no, type: map_at_3
value: 11.236
verified: no, type: map_at_5
value: 13.025999999999998
verified: no, type: mrr_at_1
value: 51.702999999999996
verified: no, type: mrr_at_10
value: 59.965
verified: no, type: mrr_at_100
value: 60.667
verified: no, type: mrr_at_1000
value: 60.702999999999996
verified: no, type: mrr_at_3
value: 58.772000000000006
verified: no, type: mrr_at_5
value: 59.267
verified: no, type: ndcg_at_1
value: 49.536
verified: no, type: ndcg_at_10
value: 40.6
verified: no, type: ndcg_at_100
value: 37.848
verified: no, type: ndcg_at_1000
value: 46.657
verified: no, type: ndcg_at_3
value: 46.117999999999995
verified: no, type: ndcg_at_5
value: 43.619
verified: no, type: precision_at_1
value: 51.393
verified: no, type: precision_at_10
value: 30.31
verified: no, type: precision_at_100
value: 9.972
verified: no, type: precision_at_1000
value: 2.329
verified: no, type: precision_at_3
value: 43.137
verified: no, type: precision_at_5
value: 37.585
verified: no, type: recall_at_1
value: 7.165000000000001
verified: no, type: recall_at_10
value: 19.689999999999998
verified: no, type: recall_at_100
value: 39.237
verified: no, type: recall_at_1000
value: 71.417
verified: no, type: recall_at_3
value: 12.247
verified: no, type: recall_at_5
value: 14.902999999999999
verified: no, task: type: Retrieval
dataset: name: MTEB NQ
type: mteb/nq
config: default
split: test
revision: b774495ed302d8c44a3a7ea25c90dbce03968f31
metrics: type: map_at_1
value: 42.653999999999996
verified: no, type: map_at_10
value: 59.611999999999995
verified: no, type: map_at_100
value: 60.32300000000001
verified: no, type: map_at_1000
value: 60.336
verified: no, type: map_at_3
value: 55.584999999999994
verified: no, type: map_at_5
value: 58.19
verified: no, type: mrr_at_1
value: 47.683
verified: no, type: mrr_at_10
value: 62.06700000000001
verified: no, type: mrr_at_100
value: 62.537
verified: no, type: mrr_at_1000
value: 62.544999999999995
verified: no, type: mrr_at_3
value: 59.178
verified: no, type: mrr_at_5
value: 61.034
verified: no, type: ndcg_at_1
value: 47.654
verified: no, type: ndcg_at_10
value: 67.001
verified: no, type: ndcg_at_100
value: 69.73899999999999
verified: no, type: ndcg_at_1000
value: 69.986
verified: no, type: ndcg_at_3
value: 59.95700000000001
verified: no, type: ndcg_at_5
value: 64.025
verified: no, type: precision_at_1
value: 47.654
verified: no, type: precision_at_10
value: 10.367999999999999
verified: no, type: precision_at_100
value: 1.192
verified: no, type: precision_at_1000
value: 0.121
verified: no, type: precision_at_3
value: 26.651000000000003
verified: no, type: precision_at_5
value: 18.459
verified: no, type: recall_at_1
value: 42.653999999999996
verified: no, type: recall_at_10
value: 86.619
verified: no, type: recall_at_100
value: 98.04899999999999
verified: no, type: recall_at_1000
value: 99.812
verified: no, type: recall_at_3
value: 68.987
verified: no, type: recall_at_5
value: 78.158
verified: no, task: type: Retrieval
dataset: name: MTEB QuoraRetrieval
type: mteb/quora
config: default
split: test
revision: None
metrics: type: map_at_1
value: 72.538
verified: no, type: map_at_10
value: 86.702
verified: no, type: map_at_100
value: 87.31
verified: no, type: map_at_1000
value: 87.323
verified: no, type: map_at_3
value: 83.87
verified: no, type: map_at_5
value: 85.682
verified: no, type: mrr_at_1
value: 83.31
verified: no, type: mrr_at_10
value: 89.225
verified: no, type: mrr_at_100
value: 89.30399999999999
verified: no, type: mrr_at_1000
value: 89.30399999999999
verified: no, type: mrr_at_3
value: 88.44300000000001
verified: no, type: mrr_at_5
value: 89.005
verified: no, type: ndcg_at_1
value: 83.32000000000001
verified: no, type: ndcg_at_10
value: 90.095
verified: no, type: ndcg_at_100
value: 91.12
verified: no, type: ndcg_at_1000
value: 91.179
verified: no, type: ndcg_at_3
value: 87.606
verified: no, type: ndcg_at_5
value: 89.031
verified: no, type: precision_at_1
value: 83.32000000000001
verified: no, type: precision_at_10
value: 13.641
verified: no, type: precision_at_100
value: 1.541
verified: no, type: precision_at_1000
value: 0.157
verified: no, type: precision_at_3
value: 38.377
verified: no, type: precision_at_5
value: 25.162000000000003
verified: no, type: recall_at_1
value: 72.538
verified: no, type: recall_at_10
value: 96.47200000000001
verified: no, type: recall_at_100
value: 99.785
verified: no, type: recall_at_1000
value: 99.99900000000001
verified: no, type: recall_at_3
value: 89.278
verified: no, type: recall_at_5
value: 93.367
verified: no, task: type: Clustering
dataset: name: MTEB RedditClustering
type: mteb/reddit-clustering
config: default
split: test
revision: 24640382cdbf8abc73003fb0fa6d111a705499eb
metrics: type: v_measure
value: 73.55219145406065
verified: no, task: type: Clustering
dataset: name: MTEB RedditClusteringP2P
type: mteb/reddit-clustering-p2p
config: default
split: test
revision: 282350215ef01743dc01b456c7f5241fa8937f16
metrics: type: v_measure
value: 74.13437105242755
verified: no, task: type: Retrieval
dataset: name: MTEB SCIDOCS
type: mteb/scidocs
config: default
split: test
revision: None
metrics: type: map_at_1
value: 6.873
verified: no, type: map_at_10
value: 17.944
verified: no, type: map_at_100
value: 21.171
verified: no, type: map_at_1000
value: 21.528
verified: no, type: map_at_3
value: 12.415
verified: no, type: map_at_5
value: 15.187999999999999
verified: no, type: mrr_at_1
value: 33.800000000000004
verified: no, type: mrr_at_10
value: 46.455
verified: no, type: mrr_at_100
value: 47.378
verified: no, type: mrr_at_1000
value: 47.394999999999996
verified: no, type: mrr_at_3
value: 42.367
verified: no, type: mrr_at_5
value: 44.972
verified: no, type: ndcg_at_1
value: 33.800000000000004
verified: no, type: ndcg_at_10
value: 28.907
verified: no, type: ndcg_at_100
value: 39.695
verified: no, type: ndcg_at_1000
value: 44.582
verified: no, type: ndcg_at_3
value: 26.949
verified: no, type: ndcg_at_5
value: 23.988
verified: no, type: precision_at_1
value: 33.800000000000004
verified: no, type: precision_at_10
value: 15.079999999999998
verified: no, type: precision_at_100
value: 3.056
verified: no, type: precision_at_1000
value: 0.42100000000000004
verified: no, type: precision_at_3
value: 25.167
verified: no, type: precision_at_5
value: 21.26
verified: no, type: recall_at_1
value: 6.873
verified: no, type: recall_at_10
value: 30.568
verified: no, type: recall_at_100
value: 62.062
verified: no, type: recall_at_1000
value: 85.37700000000001
verified: no, type: recall_at_3
value: 15.312999999999999
verified: no, type: recall_at_5
value: 21.575
verified: no, task: type: STS
dataset: name: MTEB SICK-R
type: mteb/sickr-sts
config: default
split: test
revision: a6ea5a8cab320b040a23452cc28066d9beae2cee
metrics: type: cos_sim_pearson
value: 82.37009118256057
verified: no, type: cos_sim_spearman
value: 79.27986395671529
verified: no, type: euclidean_pearson
value: 79.18037715442115
verified: no, type: euclidean_spearman
value: 79.28004791561621
verified: no, type: manhattan_pearson
value: 79.34062972800541
verified: no, type: manhattan_spearman
value: 79.43106695543402
verified: no, task: type: STS
dataset: name: MTEB STS12
type: mteb/sts12-sts
config: default
split: test
revision: a0d554a64d88156834ff5ae9920b964011b16384
metrics: type: cos_sim_pearson
value: 87.48474767383833
verified: no, type: cos_sim_spearman
value: 79.54505388752513
verified: no, type: euclidean_pearson
value: 83.43282704179565
verified: no, type: euclidean_spearman
value: 79.54579919925405
verified: no, type: manhattan_pearson
value: 83.77564492427952
verified: no, type: manhattan_spearman
value: 79.84558396989286
verified: no, task: type: STS
dataset: name: MTEB STS13
type: mteb/sts13-sts
config: default
split: test
revision: 7e90230a92c190f1bf69ae9002b8cea547a64cca
metrics: type: cos_sim_pearson
value: 88.803698035802
verified: no, type: cos_sim_spearman
value: 88.83451367754881
verified: no, type: euclidean_pearson
value: 88.28939285711628
verified: no, type: euclidean_spearman
value: 88.83528996073112
verified: no, type: manhattan_pearson
value: 88.28017412671795
verified: no, type: manhattan_spearman
value: 88.9228828016344
verified: no, task: type: STS
dataset: name: MTEB STS14
type: mteb/sts14-sts
config: default
split: test
revision: 6031580fec1f6af667f0bd2da0a551cf4f0b2375
metrics: type: cos_sim_pearson
value: 85.27469288153428
verified: no, type: cos_sim_spearman
value: 83.87477064876288
verified: no, type: euclidean_pearson
value: 84.2601737035379
verified: no, type: euclidean_spearman
value: 83.87431082479074
verified: no, type: manhattan_pearson
value: 84.3621547772745
verified: no, type: manhattan_spearman
value: 84.12094375000423
verified: no, task: type: STS
dataset: name: MTEB STS15
type: mteb/sts15-sts
config: default
split: test
revision: ae752c7c21bf194d8b67fd573edf7ae58183cbe3
metrics: type: cos_sim_pearson
value: 88.12749863201587
verified: no, type: cos_sim_spearman
value: 88.54287568368565
verified: no, type: euclidean_pearson
value: 87.90429700607999
verified: no, type: euclidean_spearman
value: 88.5437689576261
verified: no, type: manhattan_pearson
value: 88.19276653356833
verified: no, type: manhattan_spearman
value: 88.99995393814679
verified: no, task: type: STS
dataset: name: MTEB STS16
type: mteb/sts16-sts
config: default
split: test
revision: 4d8694f8f0e0100860b497b999b3dbed754a0513
metrics: type: cos_sim_pearson
value: 85.68398747560902
verified: no, type: cos_sim_spearman
value: 86.48815303460574
verified: no, type: euclidean_pearson
value: 85.52356631237954
verified: no, type: euclidean_spearman
value: 86.486391949551
verified: no, type: manhattan_pearson
value: 85.67267981761788
verified: no, type: manhattan_spearman
value: 86.7073696332485
verified: no, task: type: STS
dataset: name: MTEB STS17 (en-en)
type: mteb/sts17-crosslingual-sts
config: en-en
split: test
revision: af5e6fb845001ecf41f4c1e033ce921939a2a68d
metrics: type: cos_sim_pearson
value: 88.9057107443124
verified: no, type: cos_sim_spearman
value: 88.7312168757697
verified: no, type: euclidean_pearson
value: 88.72810439714794
verified: no, type: euclidean_spearman
value: 88.71976185854771
verified: no, type: manhattan_pearson
value: 88.50433745949111
verified: no, type: manhattan_spearman
value: 88.51726175544195
verified: no, task: type: STS
dataset: name: MTEB STS22 (en)
type: mteb/sts22-crosslingual-sts
config: en
split: test
revision: eea2b4fe26a775864c896887d910b76a8098ad3f
metrics: type: cos_sim_pearson
value: 67.59391795109886
verified: no, type: cos_sim_spearman
value: 66.87613008631367
verified: no, type: euclidean_pearson
value: 69.23198488262217
verified: no, type: euclidean_spearman
value: 66.85427723013692
verified: no, type: manhattan_pearson
value: 69.50730124841084
verified: no, type: manhattan_spearman
value: 67.10404669820792
verified: no, task: type: STS
dataset: name: MTEB STSBenchmark
type: mteb/stsbenchmark-sts
config: default
split: test
revision: b0fddb56ed78048fa8b90373c8a3cfc37b684831
metrics: type: cos_sim_pearson
value: 87.0820605344619
verified: no, type: cos_sim_spearman
value: 86.8518089863434
verified: no, type: euclidean_pearson
value: 86.31087134689284
verified: no, type: euclidean_spearman
value: 86.8518520517941
verified: no, type: manhattan_pearson
value: 86.47203796160612
verified: no, type: manhattan_spearman
value: 87.1080149734421
verified: no, task: type: Reranking
dataset: name: MTEB SciDocsRR
type: mteb/scidocs-reranking
config: default
split: test
revision: d3c5e1fc0b855ab6097bf1cda04dd73947d7caab
metrics: type: map
value: 89.09255369305481
verified: no, type: mrr
value: 97.10323445617563
verified: no, task: type: Retrieval
dataset: name: MTEB SciFact
type: mteb/scifact
config: default
split: test
revision: 0228b52cf27578f30900b9e5271d331663a030d7
metrics: type: map_at_1
value: 61.260999999999996
verified: no, type: map_at_10
value: 74.043
verified: no, type: map_at_100
value: 74.37700000000001
verified: no, type: map_at_1000
value: 74.384
verified: no, type: map_at_3
value: 71.222
verified: no, type: map_at_5
value: 72.875
verified: no, type: mrr_at_1
value: 64.333
verified: no, type: mrr_at_10
value: 74.984
verified: no, type: mrr_at_100
value: 75.247
verified: no, type: mrr_at_1000
value: 75.25500000000001
verified: no, type: mrr_at_3
value: 73.167
verified: no, type: mrr_at_5
value: 74.35000000000001
verified: no, type: ndcg_at_1
value: 64.333
verified: no, type: ndcg_at_10
value: 79.06
verified: no, type: ndcg_at_100
value: 80.416
verified: no, type: ndcg_at_1000
value: 80.55600000000001
verified: no, type: ndcg_at_3
value: 74.753
verified: no, type: ndcg_at_5
value: 76.97500000000001
verified: no, type: precision_at_1
value: 64.333
verified: no, type: precision_at_10
value: 10.567
verified: no, type: precision_at_100
value: 1.1199999999999999
verified: no, type: precision_at_1000
value: 0.11299999999999999
verified: no, type: precision_at_3
value: 29.889
verified: no, type: precision_at_5
value: 19.533
verified: no, type: recall_at_1
value: 61.260999999999996
verified: no, type: recall_at_10
value: 93.167
verified: no, type: recall_at_100
value: 99
verified: no, type: recall_at_1000
value: 100
verified: no, type: recall_at_3
value: 81.667
verified: no, type: recall_at_5
value: 87.394
verified: no, task: type: PairClassification
dataset: name: MTEB SprintDuplicateQuestions
type: mteb/sprintduplicatequestions-pairclassification
config: default
split: test
revision: d66bd1f72af766a5cc4b0ca5e00c162f89e8cc46
metrics: type: cos_sim_accuracy
value: 99.71980198019801
verified: no, type: cos_sim_ap
value: 92.81616007802704
verified: no, type: cos_sim_f1
value: 85.17548454688318
verified: no, type: cos_sim_precision
value: 89.43894389438944
verified: no, type: cos_sim_recall
value: 81.3
verified: no, type: dot_accuracy
value: 99.71980198019801
verified: no, type: dot_ap
value: 92.81398760591358
verified: no, type: dot_f1
value: 85.17548454688318
verified: no, type: dot_precision
value: 89.43894389438944
verified: no, type: dot_recall
value: 81.3
verified: no, type: euclidean_accuracy
value: 99.71980198019801
verified: no, type: euclidean_ap
value: 92.81560637245072
verified: no, type: euclidean_f1
value: 85.17548454688318
verified: no, type: euclidean_precision
value: 89.43894389438944
verified: no, type: euclidean_recall
value: 81.3
verified: no, type: manhattan_accuracy
value: 99.73069306930694
verified: no, type: manhattan_ap
value: 93.14005487480794
verified: no, type: manhattan_f1
value: 85.56263269639068
verified: no, type: manhattan_precision
value: 91.17647058823529
verified: no, type: manhattan_recall
value: 80.60000000000001
verified: no, type: max_accuracy
value: 99.73069306930694
verified: no, type: max_ap
value: 93.14005487480794
verified: no, type: max_f1
value: 85.56263269639068
verified: no, task: type: Clustering
dataset: name: MTEB StackExchangeClustering
type: mteb/stackexchange-clustering
config: default
split: test
revision: 6cbc1f7b2bc0622f2e39d2c77fa502909748c259
metrics: type: v_measure
value: 79.86443362395185
verified: no, task: type: Clustering
dataset: name: MTEB StackExchangeClusteringP2P
type: mteb/stackexchange-clustering-p2p
config: default
split: test
revision: 815ca46b2622cec33ccafc3735d572c266efdb44
metrics: type: v_measure
value: 49.40897096662564
verified: no, task: type: Reranking
dataset: name: MTEB StackOverflowDupQuestions
type: mteb/stackoverflowdupquestions-reranking
config: default
split: test
revision: e185fbe320c72810689fc5848eb6114e1ef5ec69
metrics: type: map
value: 55.66040806627947
verified: no, type: mrr
value: 56.58670475766064
verified: no, task: type: Summarization
dataset: name: MTEB SummEval
type: mteb/summeval
config: default
split: test
revision: cda12ad7615edc362dbf25a00fdd61d3b1eaf93c
metrics: type: cos_sim_pearson
value: 31.51015090598575
verified: no, type: cos_sim_spearman
value: 31.35016454939226
verified: no, type: dot_pearson
value: 31.5150068731
verified: no, type: dot_spearman
value: 31.34790869023487
verified: no, task: type: Retrieval
dataset: name: MTEB TRECCOVID
type: mteb/trec-covid
config: default
split: test
revision: None
metrics: type: map_at_1
value: 0.254
verified: no, type: map_at_10
value: 2.064
verified: no, type: map_at_100
value: 12.909
verified: no, type: map_at_1000
value: 31.761
verified: no, type: map_at_3
value: 0.738
verified: no, type: map_at_5
value: 1.155
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_3
value: 98
verified: no, type: mrr_at_5
value: 98
verified: no, type: ndcg_at_1
value: 93
verified: no, type: ndcg_at_10
value: 82.258
verified: no, type: ndcg_at_100
value: 64.34
verified: no, type: ndcg_at_1000
value: 57.912
verified: no, type: ndcg_at_3
value: 90.827
verified: no, type: ndcg_at_5
value: 86.79
verified: no, type: precision_at_1
value: 96
verified: no, type: precision_at_10
value: 84.8
verified: no, type: precision_at_100
value: 66
verified: no, type: precision_at_1000
value: 25.356
verified: no, type: precision_at_3
value: 94.667
verified: no, type: precision_at_5
value: 90.4
verified: no, type: recall_at_1
value: 0.254
verified: no, type: recall_at_10
value: 2.1950000000000003
verified: no, type: recall_at_100
value: 16.088
verified: no, type: recall_at_1000
value: 54.559000000000005
verified: no, type: recall_at_3
value: 0.75
verified: no, type: recall_at_5
value: 1.191
verified: no, task: type: Retrieval
dataset: name: MTEB Touche2020
type: mteb/touche2020
config: default
split: test
revision: a34f9a33db75fa0cbb21bb5cfc3dae8dc8bec93f
metrics: type: map_at_1
value: 2.976
verified: no, type: map_at_10
value: 11.389000000000001
verified: no, type: map_at_100
value: 18.429000000000002
verified: no, type: map_at_1000
value: 20.113
verified: no, type: map_at_3
value: 6.483
verified: no, type: map_at_5
value: 8.770999999999999
verified: no, type: mrr_at_1
value: 40.816
verified: no, type: mrr_at_10
value: 58.118
verified: no, type: mrr_at_100
value: 58.489999999999995
verified: no, type: mrr_at_1000
value: 58.489999999999995
verified: no, type: mrr_at_3
value: 53.061
verified: no, type: mrr_at_5
value: 57.041
verified: no, type: ndcg_at_1
value: 40.816
verified: no, type: ndcg_at_10
value: 30.567
verified: no, type: ndcg_at_100
value: 42.44
verified: no, type: ndcg_at_1000
value: 53.480000000000004
verified: no, type: ndcg_at_3
value: 36.016
verified: no, type: ndcg_at_5
value: 34.257
verified: no, type: precision_at_1
value: 42.857
verified: no, type: precision_at_10
value: 25.714
verified: no, type: precision_at_100
value: 8.429
verified: no, type: precision_at_1000
value: 1.5939999999999999
verified: no, type: precision_at_3
value: 36.735
verified: no, type: precision_at_5
value: 33.878
verified: no, type: recall_at_1
value: 2.976
verified: no, type: recall_at_10
value: 17.854999999999997
verified: no, type: recall_at_100
value: 51.833
verified: no, type: recall_at_1000
value: 86.223
verified: no, type: recall_at_3
value: 7.887
verified: no, type: recall_at_5
value: 12.026
verified: no, task: type: Classification
dataset: name: MTEB ToxicConversationsClassification
type: mteb/toxic_conversations_50k
config: default
split: test
revision: d7c0de2777da35d6aae2200a62c6e0e5af397c4c
metrics: type: accuracy
value: 85.1174
verified: no, type: ap
value: 30.169441069345748
verified: no, type: f1
value: 69.79254701873245
verified: no, task: type: Classification
dataset: name: MTEB TweetSentimentExtractionClassification
type: mteb/tweet_sentiment_extraction
config: default
split: test
revision: d604517c81ca91fe16a244d1248fc021f9ecee7a
metrics: type: accuracy
value: 72.58347481607245
verified: no, type: f1
value: 72.74877295564937
verified: no, task: type: Clustering
dataset: name: MTEB TwentyNewsgroupsClustering
type: mteb/twentynewsgroups-clustering
config: default
split: test
revision: 6125ec4e24fa026cec8a478383ee943acfbd5449
metrics: type: v_measure
value: 53.90586138221305
verified: no, task: type: PairClassification
dataset: name: MTEB TwitterSemEval2015
type: mteb/twittersemeval2015-pairclassification
config: default
split: test
revision: 70970daeab8776df92f5ea462b6173c0b46fd2d1
metrics: type: cos_sim_accuracy
value: 87.35769207844072
verified: no, type: cos_sim_ap
value: 77.9645072410354
verified: no, type: cos_sim_f1
value: 71.32352941176471
verified: no, type: cos_sim_precision
value: 66.5903890160183
verified: no, type: cos_sim_recall
value: 76.78100263852242
verified: no, type: dot_accuracy
value: 87.37557370209214
verified: no, type: dot_ap
value: 77.96250046429908
verified: no, type: dot_f1
value: 71.28932757557064
verified: no, type: dot_precision
value: 66.95249130938586
verified: no, type: dot_recall
value: 76.22691292875989
verified: no, type: euclidean_accuracy
value: 87.35173153722357
verified: no, type: euclidean_ap
value: 77.96520460741593
verified: no, type: euclidean_f1
value: 71.32470733210104
verified: no, type: euclidean_precision
value: 66.91329479768785
verified: no, type: euclidean_recall
value: 76.35883905013192
verified: no, type: manhattan_accuracy
value: 87.25636287774931
verified: no, type: manhattan_ap
value: 77.77752485611796
verified: no, type: manhattan_f1
value: 71.18148599269183
verified: no, type: manhattan_precision
value: 66.10859728506787
verified: no, type: manhattan_recall
value: 77.0976253298153
verified: no, type: max_accuracy
value: 87.37557370209214
verified: no, type: max_ap
value: 77.96520460741593
verified: no, type: max_f1
value: 71.32470733210104
verified: no, task: type: PairClassification
dataset: name: MTEB TwitterURLCorpus
type: mteb/twitterurlcorpus-pairclassification
config: default
split: test
revision: 8b6510b0b1fa4e4c4f879467980e9be563ec1cdf
metrics: type: cos_sim_accuracy
value: 89.38176737687739
verified: no, type: cos_sim_ap
value: 86.58811861657401
verified: no, type: cos_sim_f1
value: 79.09430644097604
verified: no, type: cos_sim_precision
value: 75.45085977911366
verified: no, type: cos_sim_recall
value: 83.10748383122882
verified: no, type: dot_accuracy
value: 89.38370784336554
verified: no, type: dot_ap
value: 86.58840606004333
verified: no, type: dot_f1
value: 79.10179860068133
verified: no, type: dot_precision
value: 75.44546153308643
verified: no, type: dot_recall
value: 83.13058207576223
verified: no, type: euclidean_accuracy
value: 89.38564830985369
verified: no, type: euclidean_ap
value: 86.58820721061164
verified: no, type: euclidean_f1
value: 79.09070942235888
verified: no, type: euclidean_precision
value: 75.38729937194697
verified: no, type: euclidean_recall
value: 83.17677856482906
verified: no, type: manhattan_accuracy
value: 89.40699344122326
verified: no, type: manhattan_ap
value: 86.60631843011362
verified: no, type: manhattan_f1
value: 79.14949970570925
verified: no, type: manhattan_precision
value: 75.78191039729502
verified: no, type: manhattan_recall
value: 82.83030489682784
verified: no, type: max_accuracy
value: 89.40699344122326
verified: no, type: max_ap
value: 86.60631843011362
verified: no, type: max_f1
value: 79.14949970570925
verified: no, task: type: STS
dataset: name: MTEB AFQMC
type: C-MTEB/AFQMC
config: default
split: validation
revision: b44c3b011063adb25877c13823db83bb193913c4
metrics: type: cos_sim_pearson
value: 65.58442135663871
verified: no, type: cos_sim_spearman
value: 72.2538631361313
verified: no, type: euclidean_pearson
value: 70.97255486607429
verified: no, type: euclidean_spearman
value: 72.25374250228647
verified: no, type: manhattan_pearson
value: 70.83250199989911
verified: no, type: manhattan_spearman
value: 72.14819496536272
verified: no, task: type: STS
dataset: name: MTEB ATEC
type: C-MTEB/ATEC
config: default
split: test
revision: 0f319b1142f28d00e055a6770f3f726ae9b7d865
metrics: type: cos_sim_pearson
value: 59.99478404929932
verified: no, type: cos_sim_spearman
value: 62.61836216999812
verified: no, type: euclidean_pearson
value: 66.86429811933593
verified: no, type: euclidean_spearman
value: 62.6183520374191
verified: no, type: manhattan_pearson
value: 66.8063778911633
verified: no, type: manhattan_spearman
value: 62.569607573241115
verified: no, task: type: Classification
dataset: name: MTEB AmazonReviewsClassification (zh)
type: mteb/amazon_reviews_multi
config: zh
split: test
revision: 1399c76144fd37290681b995c656ef9b2e06e26d
metrics: type: accuracy
value: 53.98400000000001
verified: no, type: f1
value: 51.21447361350723
verified: no, task: type: STS
dataset: name: MTEB BQ
type: C-MTEB/BQ
config: default
split: test
revision: e3dda5e115e487b39ec7e618c0c6a29137052a55
metrics: type: cos_sim_pearson
value: 79.11941660686553
verified: no, type: cos_sim_spearman
value: 81.25029594540435
verified: no, type: euclidean_pearson
value: 82.06973504238826
verified: no, type: euclidean_spearman
value: 81.2501989488524
verified: no, type: manhattan_pearson
value: 82.10094630392753
verified: no, type: manhattan_spearman
value: 81.27987244392389
verified: no, task: type: Clustering
dataset: name: MTEB CLSClusteringP2P
type: C-MTEB/CLSClusteringP2P
config: default
split: test
revision: 4b6227591c6c1a73bc76b1055f3b7f3588e72476
metrics: type: v_measure
value: 47.07270168705156
verified: no, task: type: Clustering
dataset: name: MTEB CLSClusteringS2S
type: C-MTEB/CLSClusteringS2S
config: default
split: test
revision: e458b3f5414b62b7f9f83499ac1f5497ae2e869f
metrics: type: v_measure
value: 45.98511703185043
verified: no, task: type: Reranking
dataset: name: MTEB CMedQAv1
type: C-MTEB/CMedQAv1-reranking
config: default
split: test
revision: 8d7f1e942507dac42dc58017c1a001c3717da7df
metrics: type: map
value: 88.19895157194931
verified: no, type: mrr
value: 90.21424603174603
verified: no, task: type: Reranking
dataset: name: MTEB CMedQAv2
type: C-MTEB/CMedQAv2-reranking
config: default
split: test
revision: 23d186750531a14a0357ca22cd92d712fd512ea0
metrics: type: map
value: 88.03317320980119
verified: no, type: mrr
value: 89.9461507936508
verified: no, task: type: Retrieval
dataset: name: MTEB CmedqaRetrieval
type: C-MTEB/CmedqaRetrieval
config: default
split: dev
revision: cd540c506dae1cf9e9a59c3e06f42030d54e7301
metrics: type: map_at_1
value: 29.037000000000003
verified: no, type: map_at_10
value: 42.001
verified: no, type: map_at_100
value: 43.773
verified: no, type: map_at_1000
value: 43.878
verified: no, type: map_at_3
value: 37.637
verified: no, type: map_at_5
value: 40.034
verified: no, type: mrr_at_1
value: 43.136
verified: no, type: mrr_at_10
value: 51.158
verified: no, type: mrr_at_100
value: 52.083
verified: no, type: mrr_at_1000
value: 52.12
verified: no, type: mrr_at_3
value: 48.733
verified: no, type: mrr_at_5
value: 50.025
verified: no, type: ndcg_at_1
value: 43.136
verified: no, type: ndcg_at_10
value: 48.685
verified: no, type: ndcg_at_100
value: 55.513
verified: no, type: ndcg_at_1000
value: 57.242000000000004
verified: no, type: ndcg_at_3
value: 43.329
verified: no, type: ndcg_at_5
value: 45.438
verified: no, type: precision_at_1
value: 43.136
verified: no, type: precision_at_10
value: 10.56
verified: no, type: precision_at_100
value: 1.6129999999999998
verified: no, type: precision_at_1000
value: 0.184
verified: no, type: precision_at_3
value: 24.064
verified: no, type: precision_at_5
value: 17.269000000000002
verified: no, type: recall_at_1
value: 29.037000000000003
verified: no, type: recall_at_10
value: 59.245000000000005
verified: no, type: recall_at_100
value: 87.355
verified: no, type: recall_at_1000
value: 98.74000000000001
verified: no, type: recall_at_3
value: 42.99
verified: no, type: recall_at_5
value: 49.681999999999995
verified: no, task: type: PairClassification
dataset: name: MTEB Cmnli
type: C-MTEB/CMNLI
config: default
split: validation
revision: 41bc36f332156f7adc9e38f53777c959b2ae9766
metrics: type: cos_sim_accuracy
value: 82.68190018039687
verified: no, type: cos_sim_ap
value: 90.18017125327886
verified: no, type: cos_sim_f1
value: 83.64080906868193
verified: no, type: cos_sim_precision
value: 79.7076890489303
verified: no, type: cos_sim_recall
value: 87.98223053542202
verified: no, type: dot_accuracy
value: 82.68190018039687
verified: no, type: dot_ap
value: 90.18782350103646
verified: no, type: dot_f1
value: 83.64242087729039
verified: no, type: dot_precision
value: 79.65313028764805
verified: no, type: dot_recall
value: 88.05237315875614
verified: no, type: euclidean_accuracy
value: 82.68190018039687
verified: no, type: euclidean_ap
value: 90.1801957900632
verified: no, type: euclidean_f1
value: 83.63636363636364
verified: no, type: euclidean_precision
value: 79.52772506852203
verified: no, type: euclidean_recall
value: 88.19265840542437
verified: no, type: manhattan_accuracy
value: 82.14070956103427
verified: no, type: manhattan_ap
value: 89.96178420101427
verified: no, type: manhattan_f1
value: 83.21087838578791
verified: no, type: manhattan_precision
value: 78.35605121850475
verified: no, type: manhattan_recall
value: 88.70703764320785
verified: no, type: max_accuracy
value: 82.68190018039687
verified: no, type: max_ap
value: 90.18782350103646
verified: no, type: max_f1
value: 83.64242087729039
verified: no, task: type: Retrieval
dataset: name: MTEB CovidRetrieval
type: C-MTEB/CovidRetrieval
config: default
split: dev
revision: 1271c7809071a13532e05f25fb53511ffce77117
metrics: type: map_at_1
value: 72.234
verified: no, type: map_at_10
value: 80.10000000000001
verified: no, type: map_at_100
value: 80.36
verified: no, type: map_at_1000
value: 80.363
verified: no, type: map_at_3
value: 78.315
verified: no, type: map_at_5
value: 79.607
verified: no, type: mrr_at_1
value: 72.392
verified: no, type: mrr_at_10
value: 80.117
verified: no, type: mrr_at_100
value: 80.36999999999999
verified: no, type: mrr_at_1000
value: 80.373
verified: no, type: mrr_at_3
value: 78.469
verified: no, type: mrr_at_5
value: 79.633
verified: no, type: ndcg_at_1
value: 72.392
verified: no, type: ndcg_at_10
value: 83.651
verified: no, type: ndcg_at_100
value: 84.749
verified: no, type: ndcg_at_1000
value: 84.83000000000001
verified: no, type: ndcg_at_3
value: 80.253
verified: no, type: ndcg_at_5
value: 82.485
verified: no, type: precision_at_1
value: 72.392
verified: no, type: precision_at_10
value: 9.557
verified: no, type: precision_at_100
value: 1.004
verified: no, type: precision_at_1000
value: 0.101
verified: no, type: precision_at_3
value: 28.732000000000003
verified: no, type: precision_at_5
value: 18.377
verified: no, type: recall_at_1
value: 72.234
verified: no, type: recall_at_10
value: 94.573
verified: no, type: recall_at_100
value: 99.368
verified: no, type: recall_at_1000
value: 100
verified: no, type: recall_at_3
value: 85.669
verified: no, type: recall_at_5
value: 91.01700000000001
verified: no, task: type: Retrieval
dataset: name: MTEB DuRetrieval
type: C-MTEB/DuRetrieval
config: default
split: dev
revision: a1a333e290fe30b10f3f56498e3a0d911a693ced
metrics: type: map_at_1
value: 26.173999999999996
verified: no, type: map_at_10
value: 80.04
verified: no, type: map_at_100
value: 82.94500000000001
verified: no, type: map_at_1000
value: 82.98100000000001
verified: no, type: map_at_3
value: 55.562999999999995
verified: no, type: map_at_5
value: 69.89800000000001
verified: no, type: mrr_at_1
value: 89.5
verified: no, type: mrr_at_10
value: 92.996
verified: no, type: mrr_at_100
value: 93.06400000000001
verified: no, type: mrr_at_1000
value: 93.065
verified: no, type: mrr_at_3
value: 92.658
verified: no, type: mrr_at_5
value: 92.84599999999999
verified: no, type: ndcg_at_1
value: 89.5
verified: no, type: ndcg_at_10
value: 87.443
verified: no, type: ndcg_at_100
value: 90.253
verified: no, type: ndcg_at_1000
value: 90.549
verified: no, type: ndcg_at_3
value: 85.874
verified: no, type: ndcg_at_5
value: 84.842
verified: no, type: precision_at_1
value: 89.5
verified: no, type: precision_at_10
value: 41.805
verified: no, type: precision_at_100
value: 4.827
verified: no, type: precision_at_1000
value: 0.49
verified: no, type: precision_at_3
value: 76.85
verified: no, type: precision_at_5
value: 64.8
verified: no, type: recall_at_1
value: 26.173999999999996
verified: no, type: recall_at_10
value: 89.101
verified: no, type: recall_at_100
value: 98.08099999999999
verified: no, type: recall_at_1000
value: 99.529
verified: no, type: recall_at_3
value: 57.902
verified: no, type: recall_at_5
value: 74.602
verified: no, task: type: Retrieval
dataset: name: MTEB EcomRetrieval
type: C-MTEB/EcomRetrieval
config: default
split: dev
revision: 687de13dc7294d6fd9be10c6945f9e8fec8166b9
metrics: type: map_at_1
value: 56.10000000000001
verified: no, type: map_at_10
value: 66.15299999999999
verified: no, type: map_at_100
value: 66.625
verified: no, type: map_at_1000
value: 66.636
verified: no, type: map_at_3
value: 63.632999999999996
verified: no, type: map_at_5
value: 65.293
verified: no, type: mrr_at_1
value: 56.10000000000001
verified: no, type: mrr_at_10
value: 66.15299999999999
verified: no, type: mrr_at_100
value: 66.625
verified: no, type: mrr_at_1000
value: 66.636
verified: no, type: mrr_at_3
value: 63.632999999999996
verified: no, type: mrr_at_5
value: 65.293
verified: no, type: ndcg_at_1
value: 56.10000000000001
verified: no, type: ndcg_at_10
value: 71.146
verified: no, type: ndcg_at_100
value: 73.27799999999999
verified: no, type: ndcg_at_1000
value: 73.529
verified: no, type: ndcg_at_3
value: 66.09
verified: no, type: ndcg_at_5
value: 69.08999999999999
verified: no, type: precision_at_1
value: 56.10000000000001
verified: no, type: precision_at_10
value: 8.68
verified: no, type: precision_at_100
value: 0.964
verified: no, type: precision_at_1000
value: 0.098
verified: no, type: precision_at_3
value: 24.4
verified: no, type: precision_at_5
value: 16.1
verified: no, type: recall_at_1
value: 56.10000000000001
verified: no, type: recall_at_10
value: 86.8
verified: no, type: recall_at_100
value: 96.39999999999999
verified: no, type: recall_at_1000
value: 98.3
verified: no, type: recall_at_3
value: 73.2
verified: no, type: recall_at_5
value: 80.5
verified: no, task: type: Classification
dataset: name: MTEB IFlyTek
type: C-MTEB/IFlyTek-classification
config: default
split: validation
revision: 421605374b29664c5fc098418fe20ada9bd55f8a
metrics: type: accuracy
value: 54.52096960369373
verified: no, type: f1
value: 40.930845295808695
verified: no, task: type: Classification
dataset: name: MTEB JDReview
type: C-MTEB/JDReview-classification
config: default
split: test
revision: b7c64bd89eb87f8ded463478346f76731f07bf8b
metrics: type: accuracy
value: 86.51031894934334
verified: no, type: ap
value: 55.9516014323483
verified: no, type: f1
value: 81.54813679326381
verified: no, task: type: STS
dataset: name: MTEB LCQMC
type: C-MTEB/LCQMC
config: default
split: test
revision: 17f9b096f80380fce5ed12a9be8be7784b337daf
metrics: type: cos_sim_pearson
value: 69.67437838574276
verified: no, type: cos_sim_spearman
value: 73.81314174653045
verified: no, type: euclidean_pearson
value: 72.63430276680275
verified: no, type: euclidean_spearman
value: 73.81358736777001
verified: no, type: manhattan_pearson
value: 72.58743833842829
verified: no, type: manhattan_spearman
value: 73.7590419009179
verified: no, task: type: Reranking
dataset: name: MTEB MMarcoReranking
type: C-MTEB/Mmarco-reranking
config: default
split: dev
revision: None
metrics: type: map
value: 31.648613483640254
verified: no, type: mrr
value: 30.37420634920635
verified: no, task: type: Retrieval
dataset: name: MTEB MMarcoRetrieval
type: C-MTEB/MMarcoRetrieval
config: default
split: dev
revision: 539bbde593d947e2a124ba72651aafc09eb33fc2
metrics: type: map_at_1
value: 73.28099999999999
verified: no, type: map_at_10
value: 81.977
verified: no, type: map_at_100
value: 82.222
verified: no, type: map_at_1000
value: 82.22699999999999
verified: no, type: map_at_3
value: 80.441
verified: no, type: map_at_5
value: 81.46600000000001
verified: no, type: mrr_at_1
value: 75.673
verified: no, type: mrr_at_10
value: 82.41000000000001
verified: no, type: mrr_at_100
value: 82.616
verified: no, type: mrr_at_1000
value: 82.621
verified: no, type: mrr_at_3
value: 81.094
verified: no, type: mrr_at_5
value: 81.962
verified: no, type: ndcg_at_1
value: 75.673
verified: no, type: ndcg_at_10
value: 85.15599999999999
verified: no, type: ndcg_at_100
value: 86.151
verified: no, type: ndcg_at_1000
value: 86.26899999999999
verified: no, type: ndcg_at_3
value: 82.304
verified: no, type: ndcg_at_5
value: 84.009
verified: no, type: precision_at_1
value: 75.673
verified: no, type: precision_at_10
value: 10.042
verified: no, type: precision_at_100
value: 1.052
verified: no, type: precision_at_1000
value: 0.106
verified: no, type: precision_at_3
value: 30.673000000000002
verified: no, type: precision_at_5
value: 19.326999999999998
verified: no, type: recall_at_1
value: 73.28099999999999
verified: no, type: recall_at_10
value: 94.446
verified: no, type: recall_at_100
value: 98.737
verified: no, type: recall_at_1000
value: 99.649
verified: no, type: recall_at_3
value: 86.984
verified: no, type: recall_at_5
value: 91.024
verified: no, task: type: Classification
dataset: name: MTEB MassiveIntentClassification (zh-CN)
type: mteb/amazon_massive_intent
config: zh-CN
split: test
revision: 31efe3c427b0bae9c22cbb560b8f15491cc6bed7
metrics: type: accuracy
value: 81.08607935440484
verified: no, type: f1
value: 78.24879986066307
verified: no, task: type: Classification
dataset: name: MTEB MassiveScenarioClassification (zh-CN)
type: mteb/amazon_massive_scenario
config: zh-CN
split: test
revision: 7d571f92784cd94a019292a1f45445077d0ef634
metrics: type: accuracy
value: 86.05917955615332
verified: no, type: f1
value: 85.05279279434997
verified: no, task: type: Retrieval
dataset: name: MTEB MedicalRetrieval
type: C-MTEB/MedicalRetrieval
config: default
split: dev
revision: 2039188fb5800a9803ba5048df7b76e6fb151fc6
metrics: type: map_at_1
value: 56.2
verified: no, type: map_at_10
value: 62.57899999999999
verified: no, type: map_at_100
value: 63.154999999999994
verified: no, type: map_at_1000
value: 63.193
verified: no, type: map_at_3
value: 61.217
verified: no, type: map_at_5
value: 62.012
verified: no, type: mrr_at_1
value: 56.3
verified: no, type: mrr_at_10
value: 62.629000000000005
verified: no, type: mrr_at_100
value: 63.205999999999996
verified: no, type: mrr_at_1000
value: 63.244
verified: no, type: mrr_at_3
value: 61.267
verified: no, type: mrr_at_5
value: 62.062
verified: no, type: ndcg_at_1
value: 56.2
verified: no, type: ndcg_at_10
value: 65.592
verified: no, type: ndcg_at_100
value: 68.657
verified: no, type: ndcg_at_1000
value: 69.671
verified: no, type: ndcg_at_3
value: 62.808
verified: no, type: ndcg_at_5
value: 64.24499999999999
verified: no, type: precision_at_1
value: 56.2
verified: no, type: precision_at_10
value: 7.5
verified: no, type: precision_at_100
value: 0.899
verified: no, type: precision_at_1000
value: 0.098
verified: no, type: precision_at_3
value: 22.467000000000002
verified: no, type: precision_at_5
value: 14.180000000000001
verified: no, type: recall_at_1
value: 56.2
verified: no, type: recall_at_10
value: 75
verified: no, type: recall_at_100
value: 89.9
verified: no, type: recall_at_1000
value: 97.89999999999999
verified: no, type: recall_at_3
value: 67.4
verified: no, type: recall_at_5
value: 70.89999999999999
verified: no, task: type: Classification
dataset: name: MTEB MultilingualSentiment
type: C-MTEB/MultilingualSentiment-classification
config: default
split: validation
revision: 46958b007a63fdbf239b7672c25d0bea67b5ea1a
metrics: type: accuracy
value: 76.87666666666667
verified: no, type: f1
value: 76.7317686219665
verified: no, task: type: PairClassification
dataset: name: MTEB Ocnli
type: C-MTEB/OCNLI
config: default
split: validation
revision: 66e76a618a34d6d565d5538088562851e6daa7ec
metrics: type: cos_sim_accuracy
value: 79.64266377910124
verified: no, type: cos_sim_ap
value: 84.78274442344829
verified: no, type: cos_sim_f1
value: 81.16947472745292
verified: no, type: cos_sim_precision
value: 76.47058823529412
verified: no, type: cos_sim_recall
value: 86.48363252375924
verified: no, type: dot_accuracy
value: 79.64266377910124
verified: no, type: dot_ap
value: 84.7851404063692
verified: no, type: dot_f1
value: 81.16947472745292
verified: no, type: dot_precision
value: 76.47058823529412
verified: no, type: dot_recall
value: 86.48363252375924
verified: no, type: euclidean_accuracy
value: 79.64266377910124
verified: no, type: euclidean_ap
value: 84.78068373762378
verified: no, type: euclidean_f1
value: 81.14794656110837
verified: no, type: euclidean_precision
value: 76.35009310986965
verified: no, type: euclidean_recall
value: 86.58922914466737
verified: no, type: manhattan_accuracy
value: 79.48023822414727
verified: no, type: manhattan_ap
value: 84.72928897427576
verified: no, type: manhattan_f1
value: 81.32084770823064
verified: no, type: manhattan_precision
value: 76.24768946395564
verified: no, type: manhattan_recall
value: 87.11721224920802
verified: no, type: max_accuracy
value: 79.64266377910124
verified: no, type: max_ap
value: 84.7851404063692
verified: no, type: max_f1
value: 81.32084770823064
verified: no, task: type: Classification
dataset: name: MTEB OnlineShopping
type: C-MTEB/OnlineShopping-classification
config: default
split: test
revision: e610f2ebd179a8fda30ae534c3878750a96db120
metrics: type: accuracy
value: 94.3
verified: no, type: ap
value: 92.8664032274438
verified: no, type: f1
value: 94.29311102997727
verified: no, task: type: STS
dataset: name: MTEB PAWSX
type: C-MTEB/PAWSX
config: default
split: test
revision: 9c6a90e430ac22b5779fb019a23e820b11a8b5e1
metrics: type: cos_sim_pearson
value: 48.51392279882909
verified: no, type: cos_sim_spearman
value: 54.06338895994974
verified: no, type: euclidean_pearson
value: 52.58480559573412
verified: no, type: euclidean_spearman
value: 54.06417276612201
verified: no, type: manhattan_pearson
value: 52.69525121721343
verified: no, type: manhattan_spearman
value: 54.048147455389675
verified: no, task: type: STS
dataset: name: MTEB QBQTC
type: C-MTEB/QBQTC
config: default
split: test
revision: 790b0510dc52b1553e8c49f3d2afb48c0e5c48b7
metrics: type: cos_sim_pearson
value: 29.728387290757325
verified: no, type: cos_sim_spearman
value: 31.366121633635284
verified: no, type: euclidean_pearson
value: 29.14588368552961
verified: no, type: euclidean_spearman
value: 31.36764411112844
verified: no, type: manhattan_pearson
value: 29.63517350523121
verified: no, type: manhattan_spearman
value: 31.94157020583762
verified: no, task: type: STS
dataset: name: MTEB STS22 (zh)
type: mteb/sts22-crosslingual-sts
config: zh
split: test
revision: eea2b4fe26a775864c896887d910b76a8098ad3f
metrics: type: cos_sim_pearson
value: 63.64868296271406
verified: no, type: cos_sim_spearman
value: 66.12800618164744
verified: no, type: euclidean_pearson
value: 63.21405767340238
verified: no, type: euclidean_spearman
value: 66.12786567790748
verified: no, type: manhattan_pearson
value: 64.04300276525848
verified: no, type: manhattan_spearman
value: 66.5066857145652
verified: no, task: type: STS
dataset: name: MTEB STSB
type: C-MTEB/STSB
config: default
split: test
revision: 0cde68302b3541bb8b3c340dc0644b0b745b3dc0
metrics: type: cos_sim_pearson
value: 81.2302623912794
verified: no, type: cos_sim_spearman
value: 81.16833673266562
verified: no, type: euclidean_pearson
value: 79.47647843876024
verified: no, type: euclidean_spearman
value: 81.16944349524972
verified: no, type: manhattan_pearson
value: 79.84947238492208
verified: no, type: manhattan_spearman
value: 81.64626599410026
verified: no, task: type: Reranking
dataset: name: MTEB T2Reranking
type: C-MTEB/T2Reranking
config: default
split: dev
revision: 76631901a18387f85eaa53e5450019b87ad58ef9
metrics: type: map
value: 67.80129586475687
verified: no, type: mrr
value: 77.77402311635554
verified: no, task: type: Retrieval
dataset: name: MTEB T2Retrieval
type: C-MTEB/T2Retrieval
config: default
split: dev
revision: 8731a845f1bf500a4f111cf1070785c793d10e64
metrics: type: map_at_1
value: 28.666999999999998
verified: no, type: map_at_10
value: 81.063
verified: no, type: map_at_100
value: 84.504
verified: no, type: map_at_1000
value: 84.552
verified: no, type: map_at_3
value: 56.897
verified: no, type: map_at_5
value: 70.073
verified: no, type: mrr_at_1
value: 92.087
verified: no, type: mrr_at_10
value: 94.132
verified: no, type: mrr_at_100
value: 94.19800000000001
verified: no, type: mrr_at_1000
value: 94.19999999999999
verified: no, type: mrr_at_3
value: 93.78999999999999
verified: no, type: mrr_at_5
value: 94.002
verified: no, type: ndcg_at_1
value: 92.087
verified: no, type: ndcg_at_10
value: 87.734
verified: no, type: ndcg_at_100
value: 90.736
verified: no, type: ndcg_at_1000
value: 91.184
verified: no, type: ndcg_at_3
value: 88.78
verified: no, type: ndcg_at_5
value: 87.676
verified: no, type: precision_at_1
value: 92.087
verified: no, type: precision_at_10
value: 43.46
verified: no, type: precision_at_100
value: 5.07
verified: no, type: precision_at_1000
value: 0.518
verified: no, type: precision_at_3
value: 77.49000000000001
verified: no, type: precision_at_5
value: 65.194
verified: no, type: recall_at_1
value: 28.666999999999998
verified: no, type: recall_at_10
value: 86.632
verified: no, type: recall_at_100
value: 96.646
verified: no, type: recall_at_1000
value: 98.917
verified: no, type: recall_at_3
value: 58.333999999999996
verified: no, type: recall_at_5
value: 72.974
verified: no, task: type: Classification
dataset: name: MTEB TNews
type: C-MTEB/TNews-classification
config: default
split: validation
revision: 317f262bf1e6126357bbe89e875451e4b0938fe4
metrics: type: accuracy
value: 52.971999999999994
verified: no, type: f1
value: 50.2898280984929
verified: no, task: type: Clustering
dataset: name: MTEB ThuNewsClusteringP2P
type: C-MTEB/ThuNewsClusteringP2P
config: default
split: test
revision: 5798586b105c0434e4f0fe5e767abe619442cf93
metrics: type: v_measure
value: 86.0797948663824
verified: no, task: type: Clustering
dataset: name: MTEB ThuNewsClusteringS2S
type: C-MTEB/ThuNewsClusteringS2S
config: default
split: test
revision: 8a8b2caeda43f39e13c4bc5bea0f8a667896e10d
metrics: type: v_measure
value: 85.10759092255017
verified: no, task: type: Retrieval
dataset: name: MTEB VideoRetrieval
type: C-MTEB/VideoRetrieval
config: default
split: dev
revision: 58c2597a5943a2ba48f4668c3b90d796283c5639
metrics: type: map_at_1
value: 65.60000000000001
verified: no, type: map_at_10
value: 74.773
verified: no, type: map_at_100
value: 75.128
verified: no, type: map_at_1000
value: 75.136
verified: no, type: map_at_3
value: 73.05
verified: no, type: map_at_5
value: 74.13499999999999
verified: no, type: mrr_at_1
value: 65.60000000000001
verified: no, type: mrr_at_10
value: 74.773
verified: no, type: mrr_at_100
value: 75.128
verified: no, type: mrr_at_1000
value: 75.136
verified: no, type: mrr_at_3
value: 73.05
verified: no, type: mrr_at_5
value: 74.13499999999999
verified: no, type: ndcg_at_1
value: 65.60000000000001
verified: no, type: ndcg_at_10
value: 78.84299999999999
verified: no, type: ndcg_at_100
value: 80.40899999999999
verified: no, type: ndcg_at_1000
value: 80.57
verified: no, type: ndcg_at_3
value: 75.40599999999999
verified: no, type: ndcg_at_5
value: 77.351
verified: no, type: precision_at_1
value: 65.60000000000001
verified: no, type: precision_at_10
value: 9.139999999999999
verified: no, type: precision_at_100
value: 0.984
verified: no, type: precision_at_1000
value: 0.1
verified: no, type: precision_at_3
value: 27.400000000000002
verified: no, type: precision_at_5
value: 17.380000000000003
verified: no, type: recall_at_1
value: 65.60000000000001
verified: no, type: recall_at_10
value: 91.4
verified: no, type: recall_at_100
value: 98.4
verified: no, type: recall_at_1000
value: 99.6
verified: no, type: recall_at_3
value: 82.19999999999999
verified: no, type: recall_at_5
value: 86.9
verified: no, task: type: Classification
dataset: name: MTEB Waimai
type: C-MTEB/waimai-classification
config: default
split: test
revision: 339287def212450dcaa9df8c22bf93e9980c7023
metrics: type: accuracy
value: 89.47
verified: no, type: ap
value: 75.59561751845389
verified: no, type: f1
value: 87.95207751382563
verified: no
Likes: 1 | All-time downloads: 1249
Created: 2024-06-26 17:02:19