Model: Alibaba-NLP/gme-Qwen2-VL-7B-Instruct
Author: Alibaba-NLP
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, safetensors, qwen2_vl, image-to-text, mteb, transformers, Qwen2-VL, sentence-similarity, vidore, custom_code, en, zh, arxiv:2412.16855, base_model:Qwen/Qwen2-VL-7B-Instruct, base_model:finetune:Qwen/Qwen2-VL-7B-Instruct, license:apache-2.0, model-index, text-generation-inference, endpoints_compatible, region:us
Base models (finetune): id: Qwen/Qwen2-VL-7B-Instruct
Card metadata: license: apache-2.0
base_model: Qwen/Qwen2-VL-7B-Instruct
language: en, zh
tags: mteb, sentence-transformers, transformers, Qwen2-VL, sentence-similarity, vidore
model-index: name: gme-Qwen2-VL-7B-Instruct
results: task: type: STS
dataset: type: C-MTEB/AFQMC
name: MTEB AFQMC
config: default
split: validation
revision: b44c3b011063adb25877c13823db83bb193913c4
metrics: type: cos_sim_pearson
value: 64.72351048394194
verified: no, type: cos_sim_spearman
value: 71.66842612591344
verified: no, type: euclidean_pearson
value: 70.0342809043895
verified: no, type: euclidean_spearman
value: 71.66842612323917
verified: no, type: manhattan_pearson
value: 69.94743870947117
verified: no, type: manhattan_spearman
value: 71.53159630946965
verified: no, task: type: STS
dataset: type: C-MTEB/ATEC
name: MTEB ATEC
config: default
split: test
revision: 0f319b1142f28d00e055a6770f3f726ae9b7d865
metrics: type: cos_sim_pearson
value: 52.38188106868689
verified: no, type: cos_sim_spearman
value: 55.468235529709766
verified: no, type: euclidean_pearson
value: 56.974786979175086
verified: no, type: euclidean_spearman
value: 55.468231026153745
verified: no, type: manhattan_pearson
value: 56.94467132566259
verified: no, type: manhattan_spearman
value: 55.39037386224014
verified: no, task: type: Classification
dataset: type: mteb/amazon_counterfactual
name: MTEB AmazonCounterfactualClassification (en)
config: en
split: test
revision: e8379541af4e31359cca9fbcf4b00f2671dba205
metrics: type: accuracy
value: 77.61194029850746
verified: no, type: ap
value: 41.29789064067677
verified: no, type: f1
value: 71.69633278678522
verified: no, task: type: Classification
dataset: type: mteb/amazon_polarity
name: MTEB AmazonPolarityClassification
config: default
split: test
revision: e2d317d38cd51312af73b3d32a06d1a08b442046
metrics: type: accuracy
value: 97.3258
verified: no, type: ap
value: 95.91845683387056
verified: no, type: f1
value: 97.32526074864263
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: 64.794
verified: no, type: f1
value: 63.7329780206882
verified: no, task: type: Classification
dataset: type: mteb/amazon_reviews_multi
name: MTEB AmazonReviewsClassification (zh)
config: zh
split: test
revision: 1399c76144fd37290681b995c656ef9b2e06e26d
metrics: type: accuracy
value: 55.099999999999994
verified: no, type: f1
value: 53.115528412999666
verified: no, task: type: Retrieval
dataset: type: mteb/arguana
name: MTEB ArguAna
config: default
split: test
revision: c22ab2a51041ffd869aaddef7af8d8215647e41a
metrics: type: map_at_1
value: 40.541
verified: no, type: map_at_10
value: 56.315000000000005
verified: no, type: map_at_100
value: 56.824
verified: no, type: map_at_1000
value: 56.825
verified: no, type: map_at_3
value: 51.778
verified: no, type: map_at_5
value: 54.623
verified: no, type: mrr_at_1
value: 41.038000000000004
verified: no, type: mrr_at_10
value: 56.532000000000004
verified: no, type: mrr_at_100
value: 57.034
verified: no, type: mrr_at_1000
value: 57.034
verified: no, type: mrr_at_3
value: 52.015
verified: no, type: mrr_at_5
value: 54.835
verified: no, type: ndcg_at_1
value: 40.541
verified: no, type: ndcg_at_10
value: 64.596
verified: no, type: ndcg_at_100
value: 66.656
verified: no, type: ndcg_at_1000
value: 66.666
verified: no, type: ndcg_at_3
value: 55.415000000000006
verified: no, type: ndcg_at_5
value: 60.527
verified: no, type: precision_at_1
value: 40.541
verified: no, type: precision_at_10
value: 9.083
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: 21.977
verified: no, type: precision_at_5
value: 15.661
verified: no, type: recall_at_1
value: 40.541
verified: no, type: recall_at_10
value: 90.825
verified: no, type: recall_at_100
value: 99.57300000000001
verified: no, type: recall_at_1000
value: 99.644
verified: no, type: recall_at_3
value: 65.932
verified: no, type: recall_at_5
value: 78.307
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: 54.96111428218386
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: 50.637711388838945
verified: no, task: type: Reranking
dataset: type: mteb/askubuntudupquestions-reranking
name: MTEB AskUbuntuDupQuestions
config: default
split: test
revision: 2000358ca161889fa9c082cb41daa8dcfb161a54
metrics: type: map
value: 64.0741897266483
verified: no, type: mrr
value: 76.11440882909028
verified: no, task: type: STS
dataset: type: mteb/biosses-sts
name: MTEB BIOSSES
config: default
split: test
revision: d3fb88f8f02e40887cd149695127462bbcf29b4a
metrics: type: cos_sim_pearson
value: 86.2557839280406
verified: no, type: cos_sim_spearman
value: 82.58200216886888
verified: no, type: euclidean_pearson
value: 84.80588838508498
verified: no, type: euclidean_spearman
value: 82.58200216886888
verified: no, type: manhattan_pearson
value: 84.53082035185592
verified: no, type: manhattan_spearman
value: 82.4964580510134
verified: no, task: type: STS
dataset: type: C-MTEB/BQ
name: MTEB BQ
config: default
split: test
revision: e3dda5e115e487b39ec7e618c0c6a29137052a55
metrics: type: cos_sim_pearson
value: 76.98420285210636
verified: no, type: cos_sim_spearman
value: 78.95549489000658
verified: no, type: euclidean_pearson
value: 79.14591532018991
verified: no, type: euclidean_spearman
value: 78.95549488953284
verified: no, type: manhattan_pearson
value: 79.26212116856509
verified: no, type: manhattan_spearman
value: 79.02104262086006
verified: no, task: type: Classification
dataset: type: mteb/banking77
name: MTEB Banking77Classification
config: default
split: test
revision: 0fd18e25b25c072e09e0d92ab615fda904d66300
metrics: type: accuracy
value: 84.76298701298703
verified: no, type: f1
value: 84.24881789367576
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: 46.86757924102047
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: 43.86043680479362
verified: no, task: type: Clustering
dataset: type: C-MTEB/CLSClusteringP2P
name: MTEB CLSClusteringP2P
config: default
split: test
revision: 4b6227591c6c1a73bc76b1055f3b7f3588e72476
metrics: type: v_measure
value: 45.684222588040605
verified: no, task: type: Clustering
dataset: type: C-MTEB/CLSClusteringS2S
name: MTEB CLSClusteringS2S
config: default
split: test
revision: e458b3f5414b62b7f9f83499ac1f5497ae2e869f
metrics: type: v_measure
value: 45.45639765303432
verified: no, task: type: Reranking
dataset: type: C-MTEB/CMedQAv1-reranking
name: MTEB CMedQAv1
config: default
split: test
revision: 8d7f1e942507dac42dc58017c1a001c3717da7df
metrics: type: map
value: 88.7058672660788
verified: no, type: mrr
value: 90.5795634920635
verified: no, task: type: Reranking
dataset: type: C-MTEB/CMedQAv2-reranking
name: MTEB CMedQAv2
config: default
split: test
revision: 23d186750531a14a0357ca22cd92d712fd512ea0
metrics: type: map
value: 90.50750030424048
verified: no, type: mrr
value: 92.3970634920635
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackAndroidRetrieval
config: default
split: test
revision: f46a197baaae43b4f621051089b82a364682dfeb
metrics: type: map_at_1
value: 28.848000000000003
verified: no, type: map_at_10
value: 40.453
verified: no, type: map_at_100
value: 42.065000000000005
verified: no, type: map_at_1000
value: 42.176
verified: no, type: map_at_3
value: 36.697
verified: no, type: map_at_5
value: 38.855000000000004
verified: no, type: mrr_at_1
value: 34.764
verified: no, type: mrr_at_10
value: 45.662000000000006
verified: no, type: mrr_at_100
value: 46.56
verified: no, type: mrr_at_1000
value: 46.597
verified: no, type: mrr_at_3
value: 42.632
verified: no, type: mrr_at_5
value: 44.249
verified: no, type: ndcg_at_1
value: 34.764
verified: no, type: ndcg_at_10
value: 47.033
verified: no, type: ndcg_at_100
value: 53.089
verified: no, type: ndcg_at_1000
value: 54.818
verified: no, type: ndcg_at_3
value: 41.142
verified: no, type: ndcg_at_5
value: 43.928
verified: no, type: precision_at_1
value: 34.764
verified: no, type: precision_at_10
value: 9.027000000000001
verified: no, type: precision_at_100
value: 1.465
verified: no, type: precision_at_1000
value: 0.192
verified: no, type: precision_at_3
value: 19.695
verified: no, type: precision_at_5
value: 14.535
verified: no, type: recall_at_1
value: 28.848000000000003
verified: no, type: recall_at_10
value: 60.849
verified: no, type: recall_at_100
value: 85.764
verified: no, type: recall_at_1000
value: 96.098
verified: no, type: recall_at_3
value: 44.579
verified: no, type: recall_at_5
value: 51.678999999999995
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackEnglishRetrieval
config: default
split: test
revision: ad9991cb51e31e31e430383c75ffb2885547b5f0
metrics: type: map_at_1
value: 30.731
verified: no, type: map_at_10
value: 41.859
verified: no, type: map_at_100
value: 43.13
verified: no, type: map_at_1000
value: 43.257
verified: no, type: map_at_3
value: 38.384
verified: no, type: map_at_5
value: 40.284
verified: no, type: mrr_at_1
value: 38.471
verified: no, type: mrr_at_10
value: 47.531
verified: no, type: mrr_at_100
value: 48.199
verified: no, type: mrr_at_1000
value: 48.24
verified: no, type: mrr_at_3
value: 44.989000000000004
verified: no, type: mrr_at_5
value: 46.403
verified: no, type: ndcg_at_1
value: 38.471
verified: no, type: ndcg_at_10
value: 48.022999999999996
verified: no, type: ndcg_at_100
value: 52.32599999999999
verified: no, type: ndcg_at_1000
value: 54.26
verified: no, type: ndcg_at_3
value: 42.986999999999995
verified: no, type: ndcg_at_5
value: 45.23
verified: no, type: precision_at_1
value: 38.471
verified: no, type: precision_at_10
value: 9.248000000000001
verified: no, type: precision_at_100
value: 1.469
verified: no, type: precision_at_1000
value: 0.193
verified: no, type: precision_at_3
value: 20.892
verified: no, type: precision_at_5
value: 14.892
verified: no, type: recall_at_1
value: 30.731
verified: no, type: recall_at_10
value: 59.561
verified: no, type: recall_at_100
value: 77.637
verified: no, type: recall_at_1000
value: 89.64999999999999
verified: no, type: recall_at_3
value: 44.897999999999996
verified: no, type: recall_at_5
value: 51.181
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackGamingRetrieval
config: default
split: test
revision: 4885aa143210c98657558c04aaf3dc47cfb54340
metrics: type: map_at_1
value: 34.949000000000005
verified: no, type: map_at_10
value: 48.117
verified: no, type: map_at_100
value: 49.355
verified: no, type: map_at_1000
value: 49.409
verified: no, type: map_at_3
value: 44.732
verified: no, type: map_at_5
value: 46.555
verified: no, type: mrr_at_1
value: 40.188
verified: no, type: mrr_at_10
value: 51.452
verified: no, type: mrr_at_100
value: 52.219
verified: no, type: mrr_at_1000
value: 52.24100000000001
verified: no, type: mrr_at_3
value: 48.642
verified: no, type: mrr_at_5
value: 50.134
verified: no, type: ndcg_at_1
value: 40.188
verified: no, type: ndcg_at_10
value: 54.664
verified: no, type: ndcg_at_100
value: 59.38099999999999
verified: no, type: ndcg_at_1000
value: 60.363
verified: no, type: ndcg_at_3
value: 48.684
verified: no, type: ndcg_at_5
value: 51.406
verified: no, type: precision_at_1
value: 40.188
verified: no, type: precision_at_10
value: 9.116
verified: no, type: precision_at_100
value: 1.248
verified: no, type: precision_at_1000
value: 0.13699999999999998
verified: no, type: precision_at_3
value: 22.236
verified: no, type: precision_at_5
value: 15.310000000000002
verified: no, type: recall_at_1
value: 34.949000000000005
verified: no, type: recall_at_10
value: 70.767
verified: no, type: recall_at_100
value: 90.79
verified: no, type: recall_at_1000
value: 97.57900000000001
verified: no, type: recall_at_3
value: 54.723
verified: no, type: recall_at_5
value: 61.404
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackGisRetrieval
config: default
split: test
revision: 5003b3064772da1887988e05400cf3806fe491f2
metrics: type: map_at_1
value: 25.312
verified: no, type: map_at_10
value: 34.799
verified: no, type: map_at_100
value: 35.906
verified: no, type: map_at_1000
value: 35.983
verified: no, type: map_at_3
value: 31.582
verified: no, type: map_at_5
value: 33.507999999999996
verified: no, type: mrr_at_1
value: 27.232
verified: no, type: mrr_at_10
value: 36.82
verified: no, type: mrr_at_100
value: 37.733
verified: no, type: mrr_at_1000
value: 37.791000000000004
verified: no, type: mrr_at_3
value: 33.804
verified: no, type: mrr_at_5
value: 35.606
verified: no, type: ndcg_at_1
value: 27.232
verified: no, type: ndcg_at_10
value: 40.524
verified: no, type: ndcg_at_100
value: 45.654
verified: no, type: ndcg_at_1000
value: 47.557
verified: no, type: ndcg_at_3
value: 34.312
verified: no, type: ndcg_at_5
value: 37.553
verified: no, type: precision_at_1
value: 27.232
verified: no, type: precision_at_10
value: 6.52
verified: no, type: precision_at_100
value: 0.9530000000000001
verified: no, type: precision_at_1000
value: 0.11399999999999999
verified: no, type: precision_at_3
value: 14.915000000000001
verified: no, type: precision_at_5
value: 10.847
verified: no, type: recall_at_1
value: 25.312
verified: no, type: recall_at_10
value: 56.169000000000004
verified: no, type: recall_at_100
value: 79.16499999999999
verified: no, type: recall_at_1000
value: 93.49300000000001
verified: no, type: recall_at_3
value: 39.5
verified: no, type: recall_at_5
value: 47.288999999999994
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackMathematicaRetrieval
config: default
split: test
revision: 90fceea13679c63fe563ded68f3b6f06e50061de
metrics: type: map_at_1
value: 17.153
verified: no, type: map_at_10
value: 27.671
verified: no, type: map_at_100
value: 29.186
verified: no, type: map_at_1000
value: 29.299999999999997
verified: no, type: map_at_3
value: 24.490000000000002
verified: no, type: map_at_5
value: 26.178
verified: no, type: mrr_at_1
value: 21.144
verified: no, type: mrr_at_10
value: 32.177
verified: no, type: mrr_at_100
value: 33.247
verified: no, type: mrr_at_1000
value: 33.306000000000004
verified: no, type: mrr_at_3
value: 29.187
verified: no, type: mrr_at_5
value: 30.817
verified: no, type: ndcg_at_1
value: 21.144
verified: no, type: ndcg_at_10
value: 33.981
verified: no, type: ndcg_at_100
value: 40.549
verified: no, type: ndcg_at_1000
value: 43.03
verified: no, type: ndcg_at_3
value: 28.132
verified: no, type: ndcg_at_5
value: 30.721999999999998
verified: no, type: precision_at_1
value: 21.144
verified: no, type: precision_at_10
value: 6.666999999999999
verified: no, type: precision_at_100
value: 1.147
verified: no, type: precision_at_1000
value: 0.149
verified: no, type: precision_at_3
value: 14.302999999999999
verified: no, type: precision_at_5
value: 10.423
verified: no, type: recall_at_1
value: 17.153
verified: no, type: recall_at_10
value: 48.591
verified: no, type: recall_at_100
value: 76.413
verified: no, type: recall_at_1000
value: 93.8
verified: no, type: recall_at_3
value: 32.329
verified: no, type: recall_at_5
value: 38.958999999999996
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackPhysicsRetrieval
config: default
split: test
revision: 79531abbd1fb92d06c6d6315a0cbbbf5bb247ea4
metrics: type: map_at_1
value: 27.909
verified: no, type: map_at_10
value: 40.168
verified: no, type: map_at_100
value: 41.524
verified: no, type: map_at_1000
value: 41.626000000000005
verified: no, type: map_at_3
value: 36.274
verified: no, type: map_at_5
value: 38.411
verified: no, type: mrr_at_1
value: 34.649
verified: no, type: mrr_at_10
value: 45.613
verified: no, type: mrr_at_100
value: 46.408
verified: no, type: mrr_at_1000
value: 46.444
verified: no, type: mrr_at_3
value: 42.620999999999995
verified: no, type: mrr_at_5
value: 44.277
verified: no, type: ndcg_at_1
value: 34.649
verified: no, type: ndcg_at_10
value: 47.071000000000005
verified: no, type: ndcg_at_100
value: 52.559999999999995
verified: no, type: ndcg_at_1000
value: 54.285000000000004
verified: no, type: ndcg_at_3
value: 40.63
verified: no, type: ndcg_at_5
value: 43.584
verified: no, type: precision_at_1
value: 34.649
verified: no, type: precision_at_10
value: 8.855
verified: no, type: precision_at_100
value: 1.361
verified: no, type: precision_at_1000
value: 0.167
verified: no, type: precision_at_3
value: 19.538
verified: no, type: precision_at_5
value: 14.187
verified: no, type: recall_at_1
value: 27.909
verified: no, type: recall_at_10
value: 62.275000000000006
verified: no, type: recall_at_100
value: 84.95
verified: no, type: recall_at_1000
value: 96.02000000000001
verified: no, type: recall_at_3
value: 44.767
verified: no, type: recall_at_5
value: 52.03
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackProgrammersRetrieval
config: default
split: test
revision: 6184bc1440d2dbc7612be22b50686b8826d22b32
metrics: type: map_at_1
value: 25.846000000000004
verified: no, type: map_at_10
value: 36.870999999999995
verified: no, type: map_at_100
value: 38.294
verified: no, type: map_at_1000
value: 38.401
verified: no, type: map_at_3
value: 33.163
verified: no, type: map_at_5
value: 35.177
verified: no, type: mrr_at_1
value: 31.849
verified: no, type: mrr_at_10
value: 41.681000000000004
verified: no, type: mrr_at_100
value: 42.658
verified: no, type: mrr_at_1000
value: 42.71
verified: no, type: mrr_at_3
value: 39.003
verified: no, type: mrr_at_5
value: 40.436
verified: no, type: ndcg_at_1
value: 31.849
verified: no, type: ndcg_at_10
value: 43.291000000000004
verified: no, type: ndcg_at_100
value: 49.136
verified: no, type: ndcg_at_1000
value: 51.168
verified: no, type: ndcg_at_3
value: 37.297999999999995
verified: no, type: ndcg_at_5
value: 39.934
verified: no, type: precision_at_1
value: 31.849
verified: no, type: precision_at_10
value: 8.219
verified: no, type: precision_at_100
value: 1.318
verified: no, type: precision_at_1000
value: 0.167
verified: no, type: precision_at_3
value: 18.151
verified: no, type: precision_at_5
value: 13.242
verified: no, type: recall_at_1
value: 25.846000000000004
verified: no, type: recall_at_10
value: 57.642
verified: no, type: recall_at_100
value: 82.069
verified: no, type: recall_at_1000
value: 95.684
verified: no, type: recall_at_3
value: 40.778999999999996
verified: no, type: recall_at_5
value: 47.647
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackRetrieval
config: default
split: test
revision: 4ffe81d471b1924886b33c7567bfb200e9eec5c4
metrics: type: map_at_1
value: 25.34866666666667
verified: no, type: map_at_10
value: 35.65541666666667
verified: no, type: map_at_100
value: 36.982416666666666
verified: no, type: map_at_1000
value: 37.09416666666667
verified: no, type: map_at_3
value: 32.421499999999995
verified: no, type: map_at_5
value: 34.20266666666667
verified: no, type: mrr_at_1
value: 30.02116666666667
verified: no, type: mrr_at_10
value: 39.781666666666666
verified: no, type: mrr_at_100
value: 40.69733333333333
verified: no, type: mrr_at_1000
value: 40.74875
verified: no, type: mrr_at_3
value: 37.043083333333335
verified: no, type: mrr_at_5
value: 38.56391666666666
verified: no, type: ndcg_at_1
value: 30.02116666666667
verified: no, type: ndcg_at_10
value: 41.66133333333333
verified: no, type: ndcg_at_100
value: 47.21474999999999
verified: no, type: ndcg_at_1000
value: 49.29600000000001
verified: no, type: ndcg_at_3
value: 36.06958333333334
verified: no, type: ndcg_at_5
value: 38.66858333333333
verified: no, type: precision_at_1
value: 30.02116666666667
verified: no, type: precision_at_10
value: 7.497249999999999
verified: no, type: precision_at_100
value: 1.2044166666666667
verified: no, type: precision_at_1000
value: 0.15766666666666665
verified: no, type: precision_at_3
value: 16.83458333333333
verified: no, type: precision_at_5
value: 12.134
verified: no, type: recall_at_1
value: 25.34866666666667
verified: no, type: recall_at_10
value: 55.40541666666666
verified: no, type: recall_at_100
value: 79.38683333333333
verified: no, type: recall_at_1000
value: 93.50958333333334
verified: no, type: recall_at_3
value: 39.99858333333334
verified: no, type: recall_at_5
value: 46.55741666666666
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackStatsRetrieval
config: default
split: test
revision: 65ac3a16b8e91f9cee4c9828cc7c335575432a2a
metrics: type: map_at_1
value: 25.102000000000004
verified: no, type: map_at_10
value: 33.31
verified: no, type: map_at_100
value: 34.443
verified: no, type: map_at_1000
value: 34.547
verified: no, type: map_at_3
value: 30.932
verified: no, type: map_at_5
value: 32.126
verified: no, type: mrr_at_1
value: 28.221
verified: no, type: mrr_at_10
value: 36.519
verified: no, type: mrr_at_100
value: 37.425000000000004
verified: no, type: mrr_at_1000
value: 37.498
verified: no, type: mrr_at_3
value: 34.254
verified: no, type: mrr_at_5
value: 35.388999999999996
verified: no, type: ndcg_at_1
value: 28.221
verified: no, type: ndcg_at_10
value: 38.340999999999994
verified: no, type: ndcg_at_100
value: 43.572
verified: no, type: ndcg_at_1000
value: 45.979
verified: no, type: ndcg_at_3
value: 33.793
verified: no, type: ndcg_at_5
value: 35.681000000000004
verified: no, type: precision_at_1
value: 28.221
verified: no, type: precision_at_10
value: 6.135
verified: no, type: precision_at_100
value: 0.946
verified: no, type: precision_at_1000
value: 0.123
verified: no, type: precision_at_3
value: 14.519000000000002
verified: no, type: precision_at_5
value: 9.969
verified: no, type: recall_at_1
value: 25.102000000000004
verified: no, type: recall_at_10
value: 50.639
verified: no, type: recall_at_100
value: 74.075
verified: no, type: recall_at_1000
value: 91.393
verified: no, type: recall_at_3
value: 37.952000000000005
verified: no, type: recall_at_5
value: 42.71
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackTexRetrieval
config: default
split: test
revision: 46989137a86843e03a6195de44b09deda022eec7
metrics: type: map_at_1
value: 18.618000000000002
verified: no, type: map_at_10
value: 26.714
verified: no, type: map_at_100
value: 27.929
verified: no, type: map_at_1000
value: 28.057
verified: no, type: map_at_3
value: 24.134
verified: no, type: map_at_5
value: 25.575
verified: no, type: mrr_at_1
value: 22.573999999999998
verified: no, type: mrr_at_10
value: 30.786
verified: no, type: mrr_at_100
value: 31.746000000000002
verified: no, type: mrr_at_1000
value: 31.822
verified: no, type: mrr_at_3
value: 28.412
verified: no, type: mrr_at_5
value: 29.818
verified: no, type: ndcg_at_1
value: 22.573999999999998
verified: no, type: ndcg_at_10
value: 31.852000000000004
verified: no, type: ndcg_at_100
value: 37.477
verified: no, type: ndcg_at_1000
value: 40.331
verified: no, type: ndcg_at_3
value: 27.314
verified: no, type: ndcg_at_5
value: 29.485
verified: no, type: precision_at_1
value: 22.573999999999998
verified: no, type: precision_at_10
value: 5.86
verified: no, type: precision_at_100
value: 1.012
verified: no, type: precision_at_1000
value: 0.146
verified: no, type: precision_at_3
value: 13.099
verified: no, type: precision_at_5
value: 9.56
verified: no, type: recall_at_1
value: 18.618000000000002
verified: no, type: recall_at_10
value: 43.134
verified: no, type: recall_at_100
value: 68.294
verified: no, type: recall_at_1000
value: 88.283
verified: no, type: recall_at_3
value: 30.397999999999996
verified: no, type: recall_at_5
value: 35.998000000000005
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackUnixRetrieval
config: default
split: test
revision: 6c6430d3a6d36f8d2a829195bc5dc94d7e063e53
metrics: type: map_at_1
value: 27.76
verified: no, type: map_at_10
value: 37.569
verified: no, type: map_at_100
value: 38.784
verified: no, type: map_at_1000
value: 38.884
verified: no, type: map_at_3
value: 34.379
verified: no, type: map_at_5
value: 36.092999999999996
verified: no, type: mrr_at_1
value: 32.556000000000004
verified: no, type: mrr_at_10
value: 41.870000000000005
verified: no, type: mrr_at_100
value: 42.759
verified: no, type: mrr_at_1000
value: 42.806
verified: no, type: mrr_at_3
value: 39.086
verified: no, type: mrr_at_5
value: 40.574
verified: no, type: ndcg_at_1
value: 32.556000000000004
verified: no, type: ndcg_at_10
value: 43.382
verified: no, type: ndcg_at_100
value: 48.943
verified: no, type: ndcg_at_1000
value: 50.961999999999996
verified: no, type: ndcg_at_3
value: 37.758
verified: no, type: ndcg_at_5
value: 40.282000000000004
verified: no, type: precision_at_1
value: 32.556000000000004
verified: no, type: precision_at_10
value: 7.463
verified: no, type: precision_at_100
value: 1.1480000000000001
verified: no, type: precision_at_1000
value: 0.14300000000000002
verified: no, type: precision_at_3
value: 17.133000000000003
verified: no, type: precision_at_5
value: 12.164
verified: no, type: recall_at_1
value: 27.76
verified: no, type: recall_at_10
value: 56.71000000000001
verified: no, type: recall_at_100
value: 81.053
verified: no, type: recall_at_1000
value: 94.75
verified: no, type: recall_at_3
value: 41.387
verified: no, type: recall_at_5
value: 47.818
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackWebmastersRetrieval
config: default
split: test
revision: 160c094312a0e1facb97e55eeddb698c0abe3571
metrics: type: map_at_1
value: 23.62
verified: no, type: map_at_10
value: 33.522999999999996
verified: no, type: map_at_100
value: 35.281
verified: no, type: map_at_1000
value: 35.504000000000005
verified: no, type: map_at_3
value: 30.314999999999998
verified: no, type: map_at_5
value: 32.065
verified: no, type: mrr_at_1
value: 28.458
verified: no, type: mrr_at_10
value: 38.371
verified: no, type: mrr_at_100
value: 39.548
verified: no, type: mrr_at_1000
value: 39.601
verified: no, type: mrr_at_3
value: 35.638999999999996
verified: no, type: mrr_at_5
value: 37.319
verified: no, type: ndcg_at_1
value: 28.458
verified: no, type: ndcg_at_10
value: 39.715
verified: no, type: ndcg_at_100
value: 46.394999999999996
verified: no, type: ndcg_at_1000
value: 48.943999999999996
verified: no, type: ndcg_at_3
value: 34.361999999999995
verified: no, type: ndcg_at_5
value: 37.006
verified: no, type: precision_at_1
value: 28.458
verified: no, type: precision_at_10
value: 7.5889999999999995
verified: no, type: precision_at_100
value: 1.514
verified: no, type: precision_at_1000
value: 0.242
verified: no, type: precision_at_3
value: 16.073999999999998
verified: no, type: precision_at_5
value: 11.976
verified: no, type: recall_at_1
value: 23.62
verified: no, type: recall_at_10
value: 52.117000000000004
verified: no, type: recall_at_100
value: 81.097
verified: no, type: recall_at_1000
value: 96.47
verified: no, type: recall_at_3
value: 37.537
verified: no, type: recall_at_5
value: 44.112
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackWordpressRetrieval
config: default
split: test
revision: 4ffe81d471b1924886b33c7567bfb200e9eec5c4
metrics: type: map_at_1
value: 18.336
verified: no, type: map_at_10
value: 26.811
verified: no, type: map_at_100
value: 27.892
verified: no, type: map_at_1000
value: 27.986
verified: no, type: map_at_3
value: 23.976
verified: no, type: map_at_5
value: 25.605
verified: no, type: mrr_at_1
value: 20.148
verified: no, type: mrr_at_10
value: 28.898000000000003
verified: no, type: mrr_at_100
value: 29.866
verified: no, type: mrr_at_1000
value: 29.929
verified: no, type: mrr_at_3
value: 26.247999999999998
verified: no, type: mrr_at_5
value: 27.744999999999997
verified: no, type: ndcg_at_1
value: 20.148
verified: no, type: ndcg_at_10
value: 32.059
verified: no, type: ndcg_at_100
value: 37.495
verified: no, type: ndcg_at_1000
value: 39.855000000000004
verified: no, type: ndcg_at_3
value: 26.423000000000002
verified: no, type: ndcg_at_5
value: 29.212
verified: no, type: precision_at_1
value: 20.148
verified: no, type: precision_at_10
value: 5.268
verified: no, type: precision_at_100
value: 0.872
verified: no, type: precision_at_1000
value: 0.11900000000000001
verified: no, type: precision_at_3
value: 11.459999999999999
verified: no, type: precision_at_5
value: 8.503
verified: no, type: recall_at_1
value: 18.336
verified: no, type: recall_at_10
value: 46.411
verified: no, type: recall_at_100
value: 71.33500000000001
verified: no, type: recall_at_1000
value: 88.895
verified: no, type: recall_at_3
value: 31.134
verified: no, type: recall_at_5
value: 37.862
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: 21.149
verified: no, type: map_at_10
value: 35.251
verified: no, type: map_at_100
value: 37.342
verified: no, type: map_at_1000
value: 37.516
verified: no, type: map_at_3
value: 30.543
verified: no, type: map_at_5
value: 33.19
verified: no, type: mrr_at_1
value: 47.687000000000005
verified: no, type: mrr_at_10
value: 59.391000000000005
verified: no, type: mrr_at_100
value: 59.946999999999996
verified: no, type: mrr_at_1000
value: 59.965999999999994
verified: no, type: mrr_at_3
value: 56.938
verified: no, type: mrr_at_5
value: 58.498000000000005
verified: no, type: ndcg_at_1
value: 47.687000000000005
verified: no, type: ndcg_at_10
value: 45.381
verified: no, type: ndcg_at_100
value: 52.405
verified: no, type: ndcg_at_1000
value: 55.041
verified: no, type: ndcg_at_3
value: 40.024
verified: no, type: ndcg_at_5
value: 41.821999999999996
verified: no, type: precision_at_1
value: 47.687000000000005
verified: no, type: precision_at_10
value: 13.355
verified: no, type: precision_at_100
value: 2.113
verified: no, type: precision_at_1000
value: 0.261
verified: no, type: precision_at_3
value: 29.793999999999997
verified: no, type: precision_at_5
value: 21.811
verified: no, type: recall_at_1
value: 21.149
verified: no, type: recall_at_10
value: 49.937
verified: no, type: recall_at_100
value: 73.382
verified: no, type: recall_at_1000
value: 87.606
verified: no, type: recall_at_3
value: 35.704
verified: no, type: recall_at_5
value: 42.309000000000005
verified: no, task: type: Retrieval
dataset: type: C-MTEB/CmedqaRetrieval
name: MTEB CmedqaRetrieval
config: default
split: dev
revision: cd540c506dae1cf9e9a59c3e06f42030d54e7301
metrics: type: map_at_1
value: 28.74
verified: no, type: map_at_10
value: 41.981
verified: no, type: map_at_100
value: 43.753
verified: no, type: map_at_1000
value: 43.858999999999995
verified: no, type: map_at_3
value: 37.634
verified: no, type: map_at_5
value: 40.158
verified: no, type: mrr_at_1
value: 43.086
verified: no, type: mrr_at_10
value: 51.249
verified: no, type: mrr_at_100
value: 52.154
verified: no, type: mrr_at_1000
value: 52.190999999999995
verified: no, type: mrr_at_3
value: 48.787000000000006
verified: no, type: mrr_at_5
value: 50.193
verified: no, type: ndcg_at_1
value: 43.086
verified: no, type: ndcg_at_10
value: 48.703
verified: no, type: ndcg_at_100
value: 55.531
verified: no, type: ndcg_at_1000
value: 57.267999999999994
verified: no, type: ndcg_at_3
value: 43.464000000000006
verified: no, type: ndcg_at_5
value: 45.719
verified: no, type: precision_at_1
value: 43.086
verified: no, type: precision_at_10
value: 10.568
verified: no, type: precision_at_100
value: 1.616
verified: no, type: precision_at_1000
value: 0.184
verified: no, type: precision_at_3
value: 24.256
verified: no, type: precision_at_5
value: 17.509
verified: no, type: recall_at_1
value: 28.74
verified: no, type: recall_at_10
value: 59.349
verified: no, type: recall_at_100
value: 87.466
verified: no, type: recall_at_1000
value: 98.914
verified: no, type: recall_at_3
value: 43.322
verified: no, type: recall_at_5
value: 50.409000000000006
verified: no, task: type: PairClassification
dataset: type: C-MTEB/CMNLI
name: MTEB Cmnli
config: default
split: validation
revision: 41bc36f332156f7adc9e38f53777c959b2ae9766
metrics: type: cos_sim_accuracy
value: 79.03788334335539
verified: no, type: cos_sim_ap
value: 87.21703260472833
verified: no, type: cos_sim_f1
value: 79.87784187309127
verified: no, type: cos_sim_precision
value: 77.36634531113059
verified: no, type: cos_sim_recall
value: 82.55786766425064
verified: no, type: dot_accuracy
value: 79.03788334335539
verified: no, type: dot_ap
value: 87.22906528217948
verified: no, type: dot_f1
value: 79.87784187309127
verified: no, type: dot_precision
value: 77.36634531113059
verified: no, type: dot_recall
value: 82.55786766425064
verified: no, type: euclidean_accuracy
value: 79.03788334335539
verified: no, type: euclidean_ap
value: 87.21703670465753
verified: no, type: euclidean_f1
value: 79.87784187309127
verified: no, type: euclidean_precision
value: 77.36634531113059
verified: no, type: euclidean_recall
value: 82.55786766425064
verified: no, type: manhattan_accuracy
value: 78.28021647624774
verified: no, type: manhattan_ap
value: 86.66244127855394
verified: no, type: manhattan_f1
value: 79.24485643228577
verified: no, type: manhattan_precision
value: 76.71262858393521
verified: no, type: manhattan_recall
value: 81.94996492868833
verified: no, type: max_accuracy
value: 79.03788334335539
verified: no, type: max_ap
value: 87.22906528217948
verified: no, type: max_f1
value: 79.87784187309127
verified: no, task: type: Retrieval
dataset: type: C-MTEB/CovidRetrieval
name: MTEB CovidRetrieval
config: default
split: dev
revision: 1271c7809071a13532e05f25fb53511ffce77117
metrics: type: map_at_1
value: 67.597
verified: no, type: map_at_10
value: 75.81599999999999
verified: no, type: map_at_100
value: 76.226
verified: no, type: map_at_1000
value: 76.23100000000001
verified: no, type: map_at_3
value: 73.907
verified: no, type: map_at_5
value: 75.08200000000001
verified: no, type: mrr_at_1
value: 67.756
verified: no, type: mrr_at_10
value: 75.8
verified: no, type: mrr_at_100
value: 76.205
verified: no, type: mrr_at_1000
value: 76.21
verified: no, type: mrr_at_3
value: 73.955
verified: no, type: mrr_at_5
value: 75.093
verified: no, type: ndcg_at_1
value: 67.756
verified: no, type: ndcg_at_10
value: 79.598
verified: no, type: ndcg_at_100
value: 81.34400000000001
verified: no, type: ndcg_at_1000
value: 81.477
verified: no, type: ndcg_at_3
value: 75.876
verified: no, type: ndcg_at_5
value: 77.94200000000001
verified: no, type: precision_at_1
value: 67.756
verified: no, type: precision_at_10
value: 9.231
verified: no, type: precision_at_100
value: 1
verified: no, type: precision_at_1000
value: 0.101
verified: no, type: precision_at_3
value: 27.362
verified: no, type: precision_at_5
value: 17.45
verified: no, type: recall_at_1
value: 67.597
verified: no, type: recall_at_10
value: 91.307
verified: no, type: recall_at_100
value: 98.946
verified: no, type: recall_at_1000
value: 100
verified: no, type: recall_at_3
value: 81.428
verified: no, type: recall_at_5
value: 86.407
verified: no, task: type: Retrieval
dataset: type: mteb/dbpedia
name: MTEB DBPedia
config: default
split: test
revision: c0f706b76e590d620bd6618b3ca8efdd34e2d659
metrics: type: map_at_1
value: 9.33
verified: no, type: map_at_10
value: 23.118
verified: no, type: map_at_100
value: 34.28
verified: no, type: map_at_1000
value: 36.574
verified: no, type: map_at_3
value: 15.576
verified: no, type: map_at_5
value: 18.778
verified: no, type: mrr_at_1
value: 75.25
verified: no, type: mrr_at_10
value: 81.958
verified: no, type: mrr_at_100
value: 82.282
verified: no, type: mrr_at_1000
value: 82.285
verified: no, type: mrr_at_3
value: 81.042
verified: no, type: mrr_at_5
value: 81.62899999999999
verified: no, type: ndcg_at_1
value: 63.625
verified: no, type: ndcg_at_10
value: 50.781
verified: no, type: ndcg_at_100
value: 55.537000000000006
verified: no, type: ndcg_at_1000
value: 62.651
verified: no, type: ndcg_at_3
value: 55.297
verified: no, type: ndcg_at_5
value: 53.103
verified: no, type: precision_at_1
value: 75.25
verified: no, type: precision_at_10
value: 41.475
verified: no, type: precision_at_100
value: 13.5
verified: no, type: precision_at_1000
value: 2.686
verified: no, type: precision_at_3
value: 59.333000000000006
verified: no, type: precision_at_5
value: 51.9
verified: no, type: recall_at_1
value: 9.33
verified: no, type: recall_at_10
value: 29.398000000000003
verified: no, type: recall_at_100
value: 61.951
verified: no, type: recall_at_1000
value: 85.463
verified: no, type: recall_at_3
value: 17.267
verified: no, type: recall_at_5
value: 21.89
verified: no, task: type: Retrieval
dataset: type: C-MTEB/DuRetrieval
name: MTEB DuRetrieval
config: default
split: dev
revision: a1a333e290fe30b10f3f56498e3a0d911a693ced
metrics: type: map_at_1
value: 25.608999999999998
verified: no, type: map_at_10
value: 78.649
verified: no, type: map_at_100
value: 81.67699999999999
verified: no, type: map_at_1000
value: 81.71000000000001
verified: no, type: map_at_3
value: 54.112
verified: no, type: map_at_5
value: 68.34700000000001
verified: no, type: mrr_at_1
value: 87.75
verified: no, type: mrr_at_10
value: 92.175
verified: no, type: mrr_at_100
value: 92.225
verified: no, type: mrr_at_1000
value: 92.227
verified: no, type: mrr_at_3
value: 91.833
verified: no, type: mrr_at_5
value: 92.06800000000001
verified: no, type: ndcg_at_1
value: 87.75
verified: no, type: ndcg_at_10
value: 86.56700000000001
verified: no, type: ndcg_at_100
value: 89.519
verified: no, type: ndcg_at_1000
value: 89.822
verified: no, type: ndcg_at_3
value: 84.414
verified: no, type: ndcg_at_5
value: 83.721
verified: no, type: precision_at_1
value: 87.75
verified: no, type: precision_at_10
value: 41.665
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: 75.533
verified: no, type: precision_at_5
value: 64.01
verified: no, type: recall_at_1
value: 25.608999999999998
verified: no, type: recall_at_10
value: 88.708
verified: no, type: recall_at_100
value: 98.007
verified: no, type: recall_at_1000
value: 99.555
verified: no, type: recall_at_3
value: 57.157000000000004
verified: no, type: recall_at_5
value: 74.118
verified: no, task: type: Retrieval
dataset: type: C-MTEB/EcomRetrieval
name: MTEB EcomRetrieval
config: default
split: dev
revision: 687de13dc7294d6fd9be10c6945f9e8fec8166b9
metrics: type: map_at_1
value: 55.800000000000004
verified: no, type: map_at_10
value: 65.952
verified: no, type: map_at_100
value: 66.413
verified: no, type: map_at_1000
value: 66.426
verified: no, type: map_at_3
value: 63.3
verified: no, type: map_at_5
value: 64.945
verified: no, type: mrr_at_1
value: 55.800000000000004
verified: no, type: mrr_at_10
value: 65.952
verified: no, type: mrr_at_100
value: 66.413
verified: no, type: mrr_at_1000
value: 66.426
verified: no, type: mrr_at_3
value: 63.3
verified: no, type: mrr_at_5
value: 64.945
verified: no, type: ndcg_at_1
value: 55.800000000000004
verified: no, type: ndcg_at_10
value: 71.00800000000001
verified: no, type: ndcg_at_100
value: 72.974
verified: no, type: ndcg_at_1000
value: 73.302
verified: no, type: ndcg_at_3
value: 65.669
verified: no, type: ndcg_at_5
value: 68.634
verified: no, type: precision_at_1
value: 55.800000000000004
verified: no, type: precision_at_10
value: 8.690000000000001
verified: no, type: precision_at_100
value: 0.955
verified: no, type: precision_at_1000
value: 0.098
verified: no, type: precision_at_3
value: 24.166999999999998
verified: no, type: precision_at_5
value: 15.939999999999998
verified: no, type: recall_at_1
value: 55.800000000000004
verified: no, type: recall_at_10
value: 86.9
verified: no, type: recall_at_100
value: 95.5
verified: no, type: recall_at_1000
value: 98
verified: no, type: recall_at_3
value: 72.5
verified: no, type: recall_at_5
value: 79.7
verified: no, task: type: Classification
dataset: type: mteb/emotion
name: MTEB EmotionClassification
config: default
split: test
revision: 4f58c6b202a23cf9a4da393831edf4f9183cad37
metrics: type: accuracy
value: 67.39500000000001
verified: no, type: f1
value: 62.01837785021389
verified: no, task: type: Retrieval
dataset: type: mteb/fever
name: MTEB FEVER
config: default
split: test
revision: bea83ef9e8fb933d90a2f1d5515737465d613e12
metrics: type: map_at_1
value: 86.27
verified: no, type: map_at_10
value: 92.163
verified: no, type: map_at_100
value: 92.351
verified: no, type: map_at_1000
value: 92.36
verified: no, type: map_at_3
value: 91.36
verified: no, type: map_at_5
value: 91.888
verified: no, type: mrr_at_1
value: 92.72399999999999
verified: no, type: mrr_at_10
value: 95.789
verified: no, type: mrr_at_100
value: 95.80300000000001
verified: no, type: mrr_at_1000
value: 95.804
verified: no, type: mrr_at_3
value: 95.64200000000001
verified: no, type: mrr_at_5
value: 95.75
verified: no, type: ndcg_at_1
value: 92.72399999999999
verified: no, type: ndcg_at_10
value: 94.269
verified: no, type: ndcg_at_100
value: 94.794
verified: no, type: ndcg_at_1000
value: 94.94
verified: no, type: ndcg_at_3
value: 93.427
verified: no, type: ndcg_at_5
value: 93.914
verified: no, type: precision_at_1
value: 92.72399999999999
verified: no, type: precision_at_10
value: 11.007
verified: no, type: precision_at_100
value: 1.153
verified: no, type: precision_at_1000
value: 0.11800000000000001
verified: no, type: precision_at_3
value: 34.993
verified: no, type: precision_at_5
value: 21.542
verified: no, type: recall_at_1
value: 86.27
verified: no, type: recall_at_10
value: 97.031
verified: no, type: recall_at_100
value: 98.839
verified: no, type: recall_at_1000
value: 99.682
verified: no, type: recall_at_3
value: 94.741
verified: no, type: recall_at_5
value: 96.03
verified: no, task: type: Retrieval
dataset: type: mteb/fiqa
name: MTEB FiQA2018
config: default
split: test
revision: 27a168819829fe9bcd655c2df245fb19452e8e06
metrics: type: map_at_1
value: 29.561999999999998
verified: no, type: map_at_10
value: 48.52
verified: no, type: map_at_100
value: 50.753
verified: no, type: map_at_1000
value: 50.878
verified: no, type: map_at_3
value: 42.406
verified: no, type: map_at_5
value: 45.994
verified: no, type: mrr_at_1
value: 54.784
verified: no, type: mrr_at_10
value: 64.51400000000001
verified: no, type: mrr_at_100
value: 65.031
verified: no, type: mrr_at_1000
value: 65.05199999999999
verified: no, type: mrr_at_3
value: 62.474
verified: no, type: mrr_at_5
value: 63.562
verified: no, type: ndcg_at_1
value: 54.784
verified: no, type: ndcg_at_10
value: 57.138
verified: no, type: ndcg_at_100
value: 63.666999999999994
verified: no, type: ndcg_at_1000
value: 65.379
verified: no, type: ndcg_at_3
value: 52.589
verified: no, type: ndcg_at_5
value: 54.32599999999999
verified: no, type: precision_at_1
value: 54.784
verified: no, type: precision_at_10
value: 15.693999999999999
verified: no, type: precision_at_100
value: 2.259
verified: no, type: precision_at_1000
value: 0.256
verified: no, type: precision_at_3
value: 34.774
verified: no, type: precision_at_5
value: 25.772000000000002
verified: no, type: recall_at_1
value: 29.561999999999998
verified: no, type: recall_at_10
value: 64.708
verified: no, type: recall_at_100
value: 87.958
verified: no, type: recall_at_1000
value: 97.882
verified: no, type: recall_at_3
value: 48.394
verified: no, type: recall_at_5
value: 56.101
verified: no, task: type: Retrieval
dataset: type: mteb/hotpotqa
name: MTEB HotpotQA
config: default
split: test
revision: ab518f4d6fcca38d87c25209f94beba119d02014
metrics: type: map_at_1
value: 43.72
verified: no, type: map_at_10
value: 71.905
verified: no, type: map_at_100
value: 72.685
verified: no, type: map_at_1000
value: 72.72800000000001
verified: no, type: map_at_3
value: 68.538
verified: no, type: map_at_5
value: 70.675
verified: no, type: mrr_at_1
value: 87.441
verified: no, type: mrr_at_10
value: 91.432
verified: no, type: mrr_at_100
value: 91.512
verified: no, type: mrr_at_1000
value: 91.513
verified: no, type: mrr_at_3
value: 90.923
verified: no, type: mrr_at_5
value: 91.252
verified: no, type: ndcg_at_1
value: 87.441
verified: no, type: ndcg_at_10
value: 79.212
verified: no, type: ndcg_at_100
value: 81.694
verified: no, type: ndcg_at_1000
value: 82.447
verified: no, type: ndcg_at_3
value: 74.746
verified: no, type: ndcg_at_5
value: 77.27199999999999
verified: no, type: precision_at_1
value: 87.441
verified: no, type: precision_at_10
value: 16.42
verified: no, type: precision_at_100
value: 1.833
verified: no, type: precision_at_1000
value: 0.193
verified: no, type: precision_at_3
value: 48.184
verified: no, type: precision_at_5
value: 30.897999999999996
verified: no, type: recall_at_1
value: 43.72
verified: no, type: recall_at_10
value: 82.1
verified: no, type: recall_at_100
value: 91.62700000000001
verified: no, type: recall_at_1000
value: 96.556
verified: no, type: recall_at_3
value: 72.275
verified: no, type: recall_at_5
value: 77.24499999999999
verified: no, task: type: Classification
dataset: type: C-MTEB/IFlyTek-classification
name: MTEB IFlyTek
config: default
split: validation
revision: 421605374b29664c5fc098418fe20ada9bd55f8a
metrics: type: accuracy
value: 54.520969603693736
verified: no, type: f1
value: 42.359043311419626
verified: no, task: type: Classification
dataset: type: mteb/imdb
name: MTEB ImdbClassification
config: default
split: test
revision: 3d86128a09e091d6018b6d26cad27f2739fc2db7
metrics: type: accuracy
value: 96.72559999999999
verified: no, type: ap
value: 95.01759461773742
verified: no, type: f1
value: 96.72429945397575
verified: no, task: type: Classification
dataset: type: C-MTEB/JDReview-classification
name: MTEB JDReview
config: default
split: test
revision: b7c64bd89eb87f8ded463478346f76731f07bf8b
metrics: type: accuracy
value: 90.1688555347092
verified: no, type: ap
value: 63.36583667477521
verified: no, type: f1
value: 85.6845016521436
verified: no, task: type: STS
dataset: type: C-MTEB/LCQMC
name: MTEB LCQMC
config: default
split: test
revision: 17f9b096f80380fce5ed12a9be8be7784b337daf
metrics: type: cos_sim_pearson
value: 67.35114066823127
verified: no, type: cos_sim_spearman
value: 72.98875207056305
verified: no, type: euclidean_pearson
value: 71.45620183630378
verified: no, type: euclidean_spearman
value: 72.98875207022671
verified: no, type: manhattan_pearson
value: 71.3845159780333
verified: no, type: manhattan_spearman
value: 72.92710990543166
verified: no, task: type: Reranking
dataset: type: C-MTEB/Mmarco-reranking
name: MTEB MMarcoReranking
config: default
split: dev
revision: 8e0c766dbe9e16e1d221116a3f36795fbade07f6
metrics: type: map
value: 32.68592539803807
verified: no, type: mrr
value: 31.58968253968254
verified: no, task: type: Retrieval
dataset: type: C-MTEB/MMarcoRetrieval
name: MTEB MMarcoRetrieval
config: default
split: dev
revision: 539bbde593d947e2a124ba72651aafc09eb33fc2
metrics: type: map_at_1
value: 71.242
verified: no, type: map_at_10
value: 80.01
verified: no, type: map_at_100
value: 80.269
verified: no, type: map_at_1000
value: 80.276
verified: no, type: map_at_3
value: 78.335
verified: no, type: map_at_5
value: 79.471
verified: no, type: mrr_at_1
value: 73.668
verified: no, type: mrr_at_10
value: 80.515
verified: no, type: mrr_at_100
value: 80.738
verified: no, type: mrr_at_1000
value: 80.744
verified: no, type: mrr_at_3
value: 79.097
verified: no, type: mrr_at_5
value: 80.045
verified: no, type: ndcg_at_1
value: 73.668
verified: no, type: ndcg_at_10
value: 83.357
verified: no, type: ndcg_at_100
value: 84.442
verified: no, type: ndcg_at_1000
value: 84.619
verified: no, type: ndcg_at_3
value: 80.286
verified: no, type: ndcg_at_5
value: 82.155
verified: no, type: precision_at_1
value: 73.668
verified: no, type: precision_at_10
value: 9.905
verified: no, type: precision_at_100
value: 1.043
verified: no, type: precision_at_1000
value: 0.106
verified: no, type: precision_at_3
value: 30.024
verified: no, type: precision_at_5
value: 19.017
verified: no, type: recall_at_1
value: 71.242
verified: no, type: recall_at_10
value: 93.11
verified: no, type: recall_at_100
value: 97.85000000000001
verified: no, type: recall_at_1000
value: 99.21900000000001
verified: no, type: recall_at_3
value: 85.137
verified: no, type: recall_at_5
value: 89.548
verified: no, task: type: Retrieval
dataset: type: mteb/msmarco
name: MTEB MSMARCO
config: default
split: dev
revision: c5a29a104738b98a9e76336939199e264163d4a0
metrics: type: map_at_1
value: 22.006999999999998
verified: no, type: map_at_10
value: 34.994
verified: no, type: map_at_100
value: 36.183
verified: no, type: map_at_1000
value: 36.227
verified: no, type: map_at_3
value: 30.75
verified: no, type: map_at_5
value: 33.155
verified: no, type: mrr_at_1
value: 22.679
verified: no, type: mrr_at_10
value: 35.619
verified: no, type: mrr_at_100
value: 36.732
verified: no, type: mrr_at_1000
value: 36.77
verified: no, type: mrr_at_3
value: 31.44
verified: no, type: mrr_at_5
value: 33.811
verified: no, type: ndcg_at_1
value: 22.679
verified: no, type: ndcg_at_10
value: 42.376000000000005
verified: no, type: ndcg_at_100
value: 48.001
verified: no, type: ndcg_at_1000
value: 49.059999999999995
verified: no, type: ndcg_at_3
value: 33.727000000000004
verified: no, type: ndcg_at_5
value: 38.013000000000005
verified: no, type: precision_at_1
value: 22.679
verified: no, type: precision_at_10
value: 6.815
verified: no, type: precision_at_100
value: 0.962
verified: no, type: precision_at_1000
value: 0.105
verified: no, type: precision_at_3
value: 14.441
verified: no, type: precision_at_5
value: 10.817
verified: no, type: recall_at_1
value: 22.006999999999998
verified: no, type: recall_at_10
value: 65.158
verified: no, type: recall_at_100
value: 90.997
verified: no, type: recall_at_1000
value: 98.996
verified: no, type: recall_at_3
value: 41.646
verified: no, type: recall_at_5
value: 51.941
verified: no, task: type: Classification
dataset: type: mteb/mtop_domain
name: MTEB MTOPDomainClassification (en)
config: en
split: test
revision: d80d48c1eb48d3562165c59d59d0034df9fff0bf
metrics: type: accuracy
value: 97.55129958960327
verified: no, type: f1
value: 97.43464802675416
verified: no, task: type: Classification
dataset: type: mteb/mtop_intent
name: MTEB MTOPIntentClassification (en)
config: en
split: test
revision: ae001d0e6b1228650b7bd1c2c65fb50ad11a8aba
metrics: type: accuracy
value: 90.4719562243502
verified: no, type: f1
value: 70.76460034443902
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: 83.49024882313383
verified: no, type: f1
value: 81.44067057564666
verified: no, task: type: Classification
dataset: type: mteb/amazon_massive_intent
name: MTEB MassiveIntentClassification (zh-CN)
config: zh-CN
split: test
revision: 31efe3c427b0bae9c22cbb560b8f15491cc6bed7
metrics: type: accuracy
value: 79.88231338264963
verified: no, type: f1
value: 77.13536609019927
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: 87.23268325487558
verified: no, type: f1
value: 86.36737921996752
verified: no, task: type: Classification
dataset: type: mteb/amazon_massive_scenario
name: MTEB MassiveScenarioClassification (zh-CN)
config: zh-CN
split: test
revision: 7d571f92784cd94a019292a1f45445077d0ef634
metrics: type: accuracy
value: 84.50571620712844
verified: no, type: f1
value: 83.4128768262944
verified: no, task: type: Retrieval
dataset: type: C-MTEB/MedicalRetrieval
name: MTEB MedicalRetrieval
config: default
split: dev
revision: 2039188fb5800a9803ba5048df7b76e6fb151fc6
metrics: type: map_at_1
value: 56.89999999999999
verified: no, type: map_at_10
value: 63.438
verified: no, type: map_at_100
value: 63.956
verified: no, type: map_at_1000
value: 63.991
verified: no, type: map_at_3
value: 61.983
verified: no, type: map_at_5
value: 62.778
verified: no, type: mrr_at_1
value: 56.99999999999999
verified: no, type: mrr_at_10
value: 63.483000000000004
verified: no, type: mrr_at_100
value: 63.993
verified: no, type: mrr_at_1000
value: 64.02799999999999
verified: no, type: mrr_at_3
value: 62.017
verified: no, type: mrr_at_5
value: 62.812
verified: no, type: ndcg_at_1
value: 56.89999999999999
verified: no, type: ndcg_at_10
value: 66.61
verified: no, type: ndcg_at_100
value: 69.387
verified: no, type: ndcg_at_1000
value: 70.327
verified: no, type: ndcg_at_3
value: 63.583999999999996
verified: no, type: ndcg_at_5
value: 65
verified: no, type: precision_at_1
value: 56.89999999999999
verified: no, type: precision_at_10
value: 7.66
verified: no, type: precision_at_100
value: 0.902
verified: no, type: precision_at_1000
value: 0.098
verified: no, type: precision_at_3
value: 22.733
verified: no, type: precision_at_5
value: 14.32
verified: no, type: recall_at_1
value: 56.89999999999999
verified: no, type: recall_at_10
value: 76.6
verified: no, type: recall_at_100
value: 90.2
verified: no, type: recall_at_1000
value: 97.6
verified: no, type: recall_at_3
value: 68.2
verified: no, type: recall_at_5
value: 71.6
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: 40.32149153753394
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: 39.40319973495386
verified: no, task: type: Reranking
dataset: type: mteb/mind_small
name: MTEB MindSmallReranking
config: default
split: test
revision: 3bdac13927fdc888b903db93b2ffdbd90b295a69
metrics: type: map
value: 33.9769104898534
verified: no, type: mrr
value: 35.32831430710564
verified: no, task: type: Classification
dataset: type: C-MTEB/MultilingualSentiment-classification
name: MTEB MultilingualSentiment
config: default
split: validation
revision: 46958b007a63fdbf239b7672c25d0bea67b5ea1a
metrics: type: accuracy
value: 81.80666666666667
verified: no, type: f1
value: 81.83278699395508
verified: no, task: type: Retrieval
dataset: type: mteb/nfcorpus
name: MTEB NFCorpus
config: default
split: test
revision: ec0fa4fe99da2ff19ca1214b7966684033a58814
metrics: type: map_at_1
value: 6.3
verified: no, type: map_at_10
value: 14.151
verified: no, type: map_at_100
value: 18.455
verified: no, type: map_at_1000
value: 20.186999999999998
verified: no, type: map_at_3
value: 10.023
verified: no, type: map_at_5
value: 11.736
verified: no, type: mrr_at_1
value: 49.536
verified: no, type: mrr_at_10
value: 58.516
verified: no, type: mrr_at_100
value: 59.084
verified: no, type: mrr_at_1000
value: 59.114
verified: no, type: mrr_at_3
value: 56.45
verified: no, type: mrr_at_5
value: 57.642
verified: no, type: ndcg_at_1
value: 47.522999999999996
verified: no, type: ndcg_at_10
value: 38.4
verified: no, type: ndcg_at_100
value: 35.839999999999996
verified: no, type: ndcg_at_1000
value: 44.998
verified: no, type: ndcg_at_3
value: 43.221
verified: no, type: ndcg_at_5
value: 40.784
verified: no, type: precision_at_1
value: 49.536
verified: no, type: precision_at_10
value: 28.977999999999998
verified: no, type: precision_at_100
value: 9.378
verified: no, type: precision_at_1000
value: 2.2769999999999997
verified: no, type: precision_at_3
value: 40.454
verified: no, type: precision_at_5
value: 35.418
verified: no, type: recall_at_1
value: 6.3
verified: no, type: recall_at_10
value: 19.085
verified: no, type: recall_at_100
value: 38.18
verified: no, type: recall_at_1000
value: 71.219
verified: no, type: recall_at_3
value: 11.17
verified: no, type: recall_at_5
value: 13.975999999999999
verified: no, task: type: Retrieval
dataset: type: mteb/nq
name: MTEB NQ
config: default
split: test
revision: b774495ed302d8c44a3a7ea25c90dbce03968f31
metrics: type: map_at_1
value: 43.262
verified: no, type: map_at_10
value: 60.387
verified: no, type: map_at_100
value: 61.102000000000004
verified: no, type: map_at_1000
value: 61.111000000000004
verified: no, type: map_at_3
value: 56.391999999999996
verified: no, type: map_at_5
value: 58.916000000000004
verified: no, type: mrr_at_1
value: 48.725
verified: no, type: mrr_at_10
value: 62.812999999999995
verified: no, type: mrr_at_100
value: 63.297000000000004
verified: no, type: mrr_at_1000
value: 63.304
verified: no, type: mrr_at_3
value: 59.955999999999996
verified: no, type: mrr_at_5
value: 61.785999999999994
verified: no, type: ndcg_at_1
value: 48.696
verified: no, type: ndcg_at_10
value: 67.743
verified: no, type: ndcg_at_100
value: 70.404
verified: no, type: ndcg_at_1000
value: 70.60600000000001
verified: no, type: ndcg_at_3
value: 60.712999999999994
verified: no, type: ndcg_at_5
value: 64.693
verified: no, type: precision_at_1
value: 48.696
verified: no, type: precision_at_10
value: 10.513
verified: no, type: precision_at_100
value: 1.196
verified: no, type: precision_at_1000
value: 0.121
verified: no, type: precision_at_3
value: 27.221
verified: no, type: precision_at_5
value: 18.701999999999998
verified: no, type: recall_at_1
value: 43.262
verified: no, type: recall_at_10
value: 87.35300000000001
verified: no, type: recall_at_100
value: 98.31299999999999
verified: no, type: recall_at_1000
value: 99.797
verified: no, type: recall_at_3
value: 69.643
verified: no, type: recall_at_5
value: 78.645
verified: no, task: type: PairClassification
dataset: type: C-MTEB/OCNLI
name: MTEB Ocnli
config: default
split: validation
revision: 66e76a618a34d6d565d5538088562851e6daa7ec
metrics: type: cos_sim_accuracy
value: 72.65836491608013
verified: no, type: cos_sim_ap
value: 78.75807247519593
verified: no, type: cos_sim_f1
value: 74.84662576687117
verified: no, type: cos_sim_precision
value: 63.97003745318352
verified: no, type: cos_sim_recall
value: 90.17951425554382
verified: no, type: dot_accuracy
value: 72.65836491608013
verified: no, type: dot_ap
value: 78.75807247519593
verified: no, type: dot_f1
value: 74.84662576687117
verified: no, type: dot_precision
value: 63.97003745318352
verified: no, type: dot_recall
value: 90.17951425554382
verified: no, type: euclidean_accuracy
value: 72.65836491608013
verified: no, type: euclidean_ap
value: 78.75807247519593
verified: no, type: euclidean_f1
value: 74.84662576687117
verified: no, type: euclidean_precision
value: 63.97003745318352
verified: no, type: euclidean_recall
value: 90.17951425554382
verified: no, type: manhattan_accuracy
value: 72.00866269626421
verified: no, type: manhattan_ap
value: 78.34663376353235
verified: no, type: manhattan_f1
value: 74.13234613604813
verified: no, type: manhattan_precision
value: 65.98023064250413
verified: no, type: manhattan_recall
value: 84.58289334741288
verified: no, type: max_accuracy
value: 72.65836491608013
verified: no, type: max_ap
value: 78.75807247519593
verified: no, type: max_f1
value: 74.84662576687117
verified: no, task: type: Classification
dataset: type: C-MTEB/OnlineShopping-classification
name: MTEB OnlineShopping
config: default
split: test
revision: e610f2ebd179a8fda30ae534c3878750a96db120
metrics: type: accuracy
value: 94.46999999999998
verified: no, type: ap
value: 93.56401511160975
verified: no, type: f1
value: 94.46692790889986
verified: no, task: type: STS
dataset: type: C-MTEB/PAWSX
name: MTEB PAWSX
config: default
split: test
revision: 9c6a90e430ac22b5779fb019a23e820b11a8b5e1
metrics: type: cos_sim_pearson
value: 46.851404503762474
verified: no, type: cos_sim_spearman
value: 52.74603680597415
verified: no, type: euclidean_pearson
value: 51.596358967977295
verified: no, type: euclidean_spearman
value: 52.74603680597415
verified: no, type: manhattan_pearson
value: 51.81838023379299
verified: no, type: manhattan_spearman
value: 52.79611669731429
verified: no, task: type: STS
dataset: type: C-MTEB/QBQTC
name: MTEB QBQTC
config: default
split: test
revision: 790b0510dc52b1553e8c49f3d2afb48c0e5c48b7
metrics: type: cos_sim_pearson
value: 31.928376136347016
verified: no, type: cos_sim_spearman
value: 34.38497204533162
verified: no, type: euclidean_pearson
value: 32.658432953090674
verified: no, type: euclidean_spearman
value: 34.38497204533162
verified: no, type: manhattan_pearson
value: 32.887190283203054
verified: no, type: manhattan_spearman
value: 34.69496960849327
verified: no, task: type: Retrieval
dataset: type: mteb/quora
name: MTEB QuoraRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 69.952
verified: no, type: map_at_10
value: 84.134
verified: no, type: map_at_100
value: 84.795
verified: no, type: map_at_1000
value: 84.809
verified: no, type: map_at_3
value: 81.085
verified: no, type: map_at_5
value: 82.976
verified: no, type: mrr_at_1
value: 80.56
verified: no, type: mrr_at_10
value: 87.105
verified: no, type: mrr_at_100
value: 87.20700000000001
verified: no, type: mrr_at_1000
value: 87.208
verified: no, type: mrr_at_3
value: 86.118
verified: no, type: mrr_at_5
value: 86.79299999999999
verified: no, type: ndcg_at_1
value: 80.57
verified: no, type: ndcg_at_10
value: 88.047
verified: no, type: ndcg_at_100
value: 89.266
verified: no, type: ndcg_at_1000
value: 89.34299999999999
verified: no, type: ndcg_at_3
value: 85.052
verified: no, type: ndcg_at_5
value: 86.68299999999999
verified: no, type: precision_at_1
value: 80.57
verified: no, type: precision_at_10
value: 13.439
verified: no, type: precision_at_100
value: 1.536
verified: no, type: precision_at_1000
value: 0.157
verified: no, type: precision_at_3
value: 37.283
verified: no, type: precision_at_5
value: 24.558
verified: no, type: recall_at_1
value: 69.952
verified: no, type: recall_at_10
value: 95.599
verified: no, type: recall_at_100
value: 99.67099999999999
verified: no, type: recall_at_1000
value: 99.983
verified: no, type: recall_at_3
value: 87.095
verified: no, type: recall_at_5
value: 91.668
verified: no, task: type: Clustering
dataset: type: mteb/reddit-clustering
name: MTEB RedditClustering
config: default
split: test
revision: 24640382cdbf8abc73003fb0fa6d111a705499eb
metrics: type: v_measure
value: 70.12802769698337
verified: no, task: type: Clustering
dataset: type: mteb/reddit-clustering-p2p
name: MTEB RedditClusteringP2P
config: default
split: test
revision: 282350215ef01743dc01b456c7f5241fa8937f16
metrics: type: v_measure
value: 71.19047621740276
verified: no, task: type: Retrieval
dataset: type: mteb/scidocs
name: MTEB SCIDOCS
config: default
split: test
revision: None
metrics: type: map_at_1
value: 6.208
verified: no, type: map_at_10
value: 17.036
verified: no, type: map_at_100
value: 20.162
verified: no, type: map_at_1000
value: 20.552
verified: no, type: map_at_3
value: 11.591999999999999
verified: no, type: map_at_5
value: 14.349
verified: no, type: mrr_at_1
value: 30.599999999999998
verified: no, type: mrr_at_10
value: 43.325
verified: no, type: mrr_at_100
value: 44.281
verified: no, type: mrr_at_1000
value: 44.31
verified: no, type: mrr_at_3
value: 39.300000000000004
verified: no, type: mrr_at_5
value: 41.730000000000004
verified: no, type: ndcg_at_1
value: 30.599999999999998
verified: no, type: ndcg_at_10
value: 27.378000000000004
verified: no, type: ndcg_at_100
value: 37.768
verified: no, type: ndcg_at_1000
value: 43.275000000000006
verified: no, type: ndcg_at_3
value: 25.167
verified: no, type: ndcg_at_5
value: 22.537
verified: no, type: precision_at_1
value: 30.599999999999998
verified: no, type: precision_at_10
value: 14.46
verified: no, type: precision_at_100
value: 2.937
verified: no, type: precision_at_1000
value: 0.424
verified: no, type: precision_at_3
value: 23.666999999999998
verified: no, type: precision_at_5
value: 20.14
verified: no, type: recall_at_1
value: 6.208
verified: no, type: recall_at_10
value: 29.29
verified: no, type: recall_at_100
value: 59.565
verified: no, type: recall_at_1000
value: 85.963
verified: no, type: recall_at_3
value: 14.407
verified: no, type: recall_at_5
value: 20.412
verified: no, task: type: STS
dataset: type: mteb/sickr-sts
name: MTEB SICK-R
config: default
split: test
revision: a6ea5a8cab320b040a23452cc28066d9beae2cee
metrics: type: cos_sim_pearson
value: 82.65489797062479
verified: no, type: cos_sim_spearman
value: 75.34808277034776
verified: no, type: euclidean_pearson
value: 79.28097508609059
verified: no, type: euclidean_spearman
value: 75.3480824481771
verified: no, type: manhattan_pearson
value: 78.83529262858895
verified: no, type: manhattan_spearman
value: 74.96318170787025
verified: no, task: type: STS
dataset: type: mteb/sts12-sts
name: MTEB STS12
config: default
split: test
revision: a0d554a64d88156834ff5ae9920b964011b16384
metrics: type: cos_sim_pearson
value: 85.06920163624117
verified: no, type: cos_sim_spearman
value: 77.24549887905519
verified: no, type: euclidean_pearson
value: 85.58740280635266
verified: no, type: euclidean_spearman
value: 77.24652170306867
verified: no, type: manhattan_pearson
value: 85.77917470895854
verified: no, type: manhattan_spearman
value: 77.54426264008778
verified: no, task: type: STS
dataset: type: mteb/sts13-sts
name: MTEB STS13
config: default
split: test
revision: 7e90230a92c190f1bf69ae9002b8cea547a64cca
metrics: type: cos_sim_pearson
value: 80.9762185094084
verified: no, type: cos_sim_spearman
value: 80.98090253728394
verified: no, type: euclidean_pearson
value: 80.88451512135202
verified: no, type: euclidean_spearman
value: 80.98090253728394
verified: no, type: manhattan_pearson
value: 80.7606664599805
verified: no, type: manhattan_spearman
value: 80.87197716950068
verified: no, task: type: STS
dataset: type: mteb/sts14-sts
name: MTEB STS14
config: default
split: test
revision: 6031580fec1f6af667f0bd2da0a551cf4f0b2375
metrics: type: cos_sim_pearson
value: 81.91239166620251
verified: no, type: cos_sim_spearman
value: 76.36798509005328
verified: no, type: euclidean_pearson
value: 80.6393872615655
verified: no, type: euclidean_spearman
value: 76.36798836339655
verified: no, type: manhattan_pearson
value: 80.50765898709096
verified: no, type: manhattan_spearman
value: 76.31958999372227
verified: no, task: type: STS
dataset: type: mteb/sts15-sts
name: MTEB STS15
config: default
split: test
revision: ae752c7c21bf194d8b67fd573edf7ae58183cbe3
metrics: type: cos_sim_pearson
value: 83.68800355225011
verified: no, type: cos_sim_spearman
value: 84.47549220803403
verified: no, type: euclidean_pearson
value: 83.86859896384159
verified: no, type: euclidean_spearman
value: 84.47551564954756
verified: no, type: manhattan_pearson
value: 83.74201103044383
verified: no, type: manhattan_spearman
value: 84.39903759718152
verified: no, task: type: STS
dataset: type: mteb/sts16-sts
name: MTEB STS16
config: default
split: test
revision: 4d8694f8f0e0100860b497b999b3dbed754a0513
metrics: type: cos_sim_pearson
value: 78.24197302553398
verified: no, type: cos_sim_spearman
value: 79.44526946553684
verified: no, type: euclidean_pearson
value: 79.12747636563053
verified: no, type: euclidean_spearman
value: 79.44526946553684
verified: no, type: manhattan_pearson
value: 78.94407504115144
verified: no, type: manhattan_spearman
value: 79.24858249553934
verified: no, task: type: STS
dataset: type: mteb/sts17-crosslingual-sts
name: MTEB STS17 (en-en)
config: en-en
split: test
revision: af5e6fb845001ecf41f4c1e033ce921939a2a68d
metrics: type: cos_sim_pearson
value: 89.15329071763895
verified: no, type: cos_sim_spearman
value: 88.67251952242073
verified: no, type: euclidean_pearson
value: 89.16908249259637
verified: no, type: euclidean_spearman
value: 88.67251952242073
verified: no, type: manhattan_pearson
value: 89.1279735094785
verified: no, type: manhattan_spearman
value: 88.81731953658254
verified: no, task: type: STS
dataset: type: mteb/sts22-crosslingual-sts
name: MTEB STS22 (en)
config: en
split: test
revision: eea2b4fe26a775864c896887d910b76a8098ad3f
metrics: type: cos_sim_pearson
value: 69.44962535524695
verified: no, type: cos_sim_spearman
value: 71.75861316291065
verified: no, type: euclidean_pearson
value: 72.42347748883483
verified: no, type: euclidean_spearman
value: 71.75861316291065
verified: no, type: manhattan_pearson
value: 72.57545073534365
verified: no, type: manhattan_spearman
value: 71.90087671205625
verified: no, task: type: STS
dataset: type: mteb/sts22-crosslingual-sts
name: MTEB STS22 (zh)
config: zh
split: test
revision: eea2b4fe26a775864c896887d910b76a8098ad3f
metrics: type: cos_sim_pearson
value: 68.9945443484093
verified: no, type: cos_sim_spearman
value: 71.46807157842791
verified: no, type: euclidean_pearson
value: 69.24911748374225
verified: no, type: euclidean_spearman
value: 69.46807157842791
verified: no, type: manhattan_pearson
value: 69.65580071876552
verified: no, type: manhattan_spearman
value: 69.68775795734852
verified: no, task: type: STS
dataset: type: C-MTEB/STSB
name: MTEB STSB
config: default
split: test
revision: 0cde68302b3541bb8b3c340dc0644b0b745b3dc0
metrics: type: cos_sim_pearson
value: 77.39283860361535
verified: no, type: cos_sim_spearman
value: 77.14577975930179
verified: no, type: euclidean_pearson
value: 76.64560889817044
verified: no, type: euclidean_spearman
value: 77.14577975930179
verified: no, type: manhattan_pearson
value: 76.82848456242104
verified: no, type: manhattan_spearman
value: 77.37708521460667
verified: no, task: type: STS
dataset: type: mteb/stsbenchmark-sts
name: MTEB STSBenchmark
config: default
split: test
revision: b0fddb56ed78048fa8b90373c8a3cfc37b684831
metrics: type: cos_sim_pearson
value: 84.14036697885552
verified: no, type: cos_sim_spearman
value: 83.10901632378086
verified: no, type: euclidean_pearson
value: 83.59991244380554
verified: no, type: euclidean_spearman
value: 83.10901632378086
verified: no, type: manhattan_pearson
value: 83.56632266895113
verified: no, type: manhattan_spearman
value: 83.17610542379353
verified: no, task: type: Reranking
dataset: type: mteb/scidocs-reranking
name: MTEB SciDocsRR
config: default
split: test
revision: d3c5e1fc0b855ab6097bf1cda04dd73947d7caab
metrics: type: map
value: 88.98026856845443
verified: no, type: mrr
value: 96.80987494712984
verified: no, task: type: Retrieval
dataset: type: mteb/scifact
name: MTEB SciFact
config: default
split: test
revision: 0228b52cf27578f30900b9e5271d331663a030d7
metrics: type: map_at_1
value: 41.661
verified: no, type: map_at_10
value: 55.492
verified: no, type: map_at_100
value: 56.237
verified: no, type: map_at_1000
value: 56.255
verified: no, type: map_at_3
value: 51.05
verified: no, type: map_at_5
value: 54.01200000000001
verified: no, type: mrr_at_1
value: 44
verified: no, type: mrr_at_10
value: 56.443
verified: no, type: mrr_at_100
value: 57.13700000000001
verified: no, type: mrr_at_1000
value: 57.152
verified: no, type: mrr_at_3
value: 52.944
verified: no, type: mrr_at_5
value: 55.37800000000001
verified: no, type: ndcg_at_1
value: 44
verified: no, type: ndcg_at_10
value: 62.312999999999995
verified: no, type: ndcg_at_100
value: 65.63900000000001
verified: no, type: ndcg_at_1000
value: 66.019
verified: no, type: ndcg_at_3
value: 54.67999999999999
verified: no, type: ndcg_at_5
value: 59.284000000000006
verified: no, type: precision_at_1
value: 44
verified: no, type: precision_at_10
value: 9.367
verified: no, type: precision_at_100
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verified: no, type: precision_at_1000
value: 0.11299999999999999
verified: no, type: precision_at_3
value: 22.778000000000002
verified: no, type: precision_at_5
value: 16.467000000000002
verified: no, type: recall_at_1
value: 41.661
verified: no, type: recall_at_10
value: 82.306
verified: no, type: recall_at_100
value: 97.167
verified: no, type: recall_at_1000
value: 100
verified: no, type: recall_at_3
value: 62.461
verified: no, type: recall_at_5
value: 73.411
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: 99.90693069306931
verified: no, type: cos_sim_ap
value: 97.86562522779887
verified: no, type: cos_sim_f1
value: 95.27162977867204
verified: no, type: cos_sim_precision
value: 95.8502024291498
verified: no, type: cos_sim_recall
value: 94.69999999999999
verified: no, type: dot_accuracy
value: 99.90693069306931
verified: no, type: dot_ap
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verified: no, type: dot_f1
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verified: no, type: dot_precision
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verified: no, type: dot_recall
value: 94.69999999999999
verified: no, type: euclidean_accuracy
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verified: no, type: euclidean_ap
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verified: no, type: euclidean_f1
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verified: no, type: euclidean_precision
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verified: no, type: euclidean_recall
value: 94.69999999999999
verified: no, type: manhattan_accuracy
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verified: no, type: manhattan_ap
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verified: no, type: manhattan_f1
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verified: no, type: manhattan_precision
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verified: no, type: manhattan_recall
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verified: no, type: max_accuracy
value: 99.90693069306931
verified: no, type: max_ap
value: 97.86562522779887
verified: no, type: max_f1
value: 95.27638190954774
verified: no, task: type: Clustering
dataset: type: mteb/stackexchange-clustering
name: MTEB StackExchangeClustering
config: default
split: test
revision: 6cbc1f7b2bc0622f2e39d2c77fa502909748c259
metrics: type: v_measure
value: 78.89230351770412
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: 47.52328347080355
verified: no, task: type: Reranking
dataset: type: mteb/stackoverflowdupquestions-reranking
name: MTEB StackOverflowDupQuestions
config: default
split: test
revision: e185fbe320c72810689fc5848eb6114e1ef5ec69
metrics: type: map
value: 57.74702024461137
verified: no, type: mrr
value: 58.88074548001018
verified: no, task: type: Summarization
dataset: type: mteb/summeval
name: MTEB SummEval
config: default
split: test
revision: cda12ad7615edc362dbf25a00fdd61d3b1eaf93c
metrics: type: cos_sim_pearson
value: 30.047929797503592
verified: no, type: cos_sim_spearman
value: 29.465371781983567
verified: no, type: dot_pearson
value: 30.047927690552335
verified: no, type: dot_spearman
value: 29.465371781983567
verified: no, task: type: Reranking
dataset: type: C-MTEB/T2Reranking
name: MTEB T2Reranking
config: default
split: dev
revision: 76631901a18387f85eaa53e5450019b87ad58ef9
metrics: type: map
value: 66.54177017978034
verified: no, type: mrr
value: 76.76094292377299
verified: no, task: type: Retrieval
dataset: type: C-MTEB/T2Retrieval
name: MTEB T2Retrieval
config: default
split: dev
revision: 8731a845f1bf500a4f111cf1070785c793d10e64
metrics: type: map_at_1
value: 28.608
verified: no, type: map_at_10
value: 81.266
verified: no, type: map_at_100
value: 84.714
verified: no, type: map_at_1000
value: 84.758
verified: no, type: map_at_3
value: 56.967
verified: no, type: map_at_5
value: 70.14
verified: no, type: mrr_at_1
value: 91.881
verified: no, type: mrr_at_10
value: 94.11699999999999
verified: no, type: mrr_at_100
value: 94.178
verified: no, type: mrr_at_1000
value: 94.181
verified: no, type: mrr_at_3
value: 93.772
verified: no, type: mrr_at_5
value: 93.997
verified: no, type: ndcg_at_1
value: 91.881
verified: no, type: ndcg_at_10
value: 87.954
verified: no, type: ndcg_at_100
value: 90.904
verified: no, type: ndcg_at_1000
value: 91.326
verified: no, type: ndcg_at_3
value: 88.838
verified: no, type: ndcg_at_5
value: 87.764
verified: no, type: precision_at_1
value: 91.881
verified: no, type: precision_at_10
value: 43.628
verified: no, type: precision_at_100
value: 5.082
verified: no, type: precision_at_1000
value: 0.518
verified: no, type: precision_at_3
value: 77.62400000000001
verified: no, type: precision_at_5
value: 65.269
verified: no, type: recall_at_1
value: 28.608
verified: no, type: recall_at_10
value: 87.06
verified: no, type: recall_at_100
value: 96.815
verified: no, type: recall_at_1000
value: 98.969
verified: no, type: recall_at_3
value: 58.506
verified: no, type: recall_at_5
value: 73.21600000000001
verified: no, task: type: Classification
dataset: type: C-MTEB/TNews-classification
name: MTEB TNews
config: default
split: validation
revision: 317f262bf1e6126357bbe89e875451e4b0938fe4
metrics: type: accuracy
value: 56.691999999999986
verified: no, type: f1
value: 54.692084702788065
verified: no, task: type: Retrieval
dataset: type: mteb/trec-covid
name: MTEB TRECCOVID
config: default
split: test
revision: None
metrics: type: map_at_1
value: 0.181
verified: no, type: map_at_10
value: 1.2
verified: no, type: map_at_100
value: 6.078
verified: no, type: map_at_1000
value: 14.940000000000001
verified: no, type: map_at_3
value: 0.45599999999999996
verified: no, type: map_at_5
value: 0.692
verified: no, type: mrr_at_1
value: 66
verified: no, type: mrr_at_10
value: 75.819
verified: no, type: mrr_at_100
value: 76.168
verified: no, type: mrr_at_1000
value: 76.168
verified: no, type: mrr_at_3
value: 72.667
verified: no, type: mrr_at_5
value: 74.86699999999999
verified: no, type: ndcg_at_1
value: 59
verified: no, type: ndcg_at_10
value: 52.60399999999999
verified: no, type: ndcg_at_100
value: 38.049
verified: no, type: ndcg_at_1000
value: 38.576
verified: no, type: ndcg_at_3
value: 57.235
verified: no, type: ndcg_at_5
value: 56.147000000000006
verified: no, type: precision_at_1
value: 66
verified: no, type: precision_at_10
value: 55.2
verified: no, type: precision_at_100
value: 38.78
verified: no, type: precision_at_1000
value: 16.986
verified: no, type: precision_at_3
value: 62.666999999999994
verified: no, type: precision_at_5
value: 60.8
verified: no, type: recall_at_1
value: 0.181
verified: no, type: recall_at_10
value: 1.471
verified: no, type: recall_at_100
value: 9.748999999999999
verified: no, type: recall_at_1000
value: 37.667
verified: no, type: recall_at_3
value: 0.49300000000000005
verified: no, type: recall_at_5
value: 0.7979999999999999
verified: no, task: type: Clustering
dataset: type: C-MTEB/ThuNewsClusteringP2P
name: MTEB ThuNewsClusteringP2P
config: default
split: test
revision: 5798586b105c0434e4f0fe5e767abe619442cf93
metrics: type: v_measure
value: 78.68783858143624
verified: no, task: type: Clustering
dataset: type: C-MTEB/ThuNewsClusteringS2S
name: MTEB ThuNewsClusteringS2S
config: default
split: test
revision: 8a8b2caeda43f39e13c4bc5bea0f8a667896e10d
metrics: type: v_measure
value: 77.04148998956299
verified: no, task: type: Retrieval
dataset: type: mteb/touche2020
name: MTEB Touche2020
config: default
split: test
revision: a34f9a33db75fa0cbb21bb5cfc3dae8dc8bec93f
metrics: type: map_at_1
value: 1.936
verified: no, type: map_at_10
value: 8.942
verified: no, type: map_at_100
value: 14.475999999999999
verified: no, type: map_at_1000
value: 16.156000000000002
verified: no, type: map_at_3
value: 4.865
verified: no, type: map_at_5
value: 6.367000000000001
verified: no, type: mrr_at_1
value: 26.531
verified: no, type: mrr_at_10
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verified: no, type: mrr_at_100
value: 43.441
verified: no, type: mrr_at_1000
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verified: no, type: mrr_at_3
value: 36.735
verified: no, type: mrr_at_5
value: 40.510000000000005
verified: no, type: ndcg_at_1
value: 24.490000000000002
verified: no, type: ndcg_at_10
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verified: no, type: ndcg_at_100
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verified: no, type: ndcg_at_1000
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verified: no, type: ndcg_at_3
value: 25.27
verified: no, type: ndcg_at_5
value: 24.246000000000002
verified: no, type: precision_at_1
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verified: no, type: precision_at_10
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verified: no, type: precision_at_100
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verified: no, type: precision_at_1000
value: 1.541
verified: no, type: precision_at_3
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verified: no, type: precision_at_5
value: 24.082
verified: no, type: recall_at_1
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verified: no, type: recall_at_10
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verified: no, type: recall_at_100
value: 45.451
verified: no, type: recall_at_1000
value: 83.269
verified: no, type: recall_at_3
value: 6.442
verified: no, type: recall_at_5
value: 9.151
verified: no, task: type: Classification
dataset: type: mteb/toxic_conversations_50k
name: MTEB ToxicConversationsClassification
config: default
split: test
revision: d7c0de2777da35d6aae2200a62c6e0e5af397c4c
metrics: type: accuracy
value: 86.564
verified: no, type: ap
value: 34.58766846081731
verified: no, type: f1
value: 72.32759831978161
verified: no, task: type: Classification
dataset: type: mteb/tweet_sentiment_extraction
name: MTEB TweetSentimentExtractionClassification
config: default
split: test
revision: d604517c81ca91fe16a244d1248fc021f9ecee7a
metrics: type: accuracy
value: 77.80418788907753
verified: no, type: f1
value: 78.1047638421972
verified: no, task: type: Clustering
dataset: type: mteb/twentynewsgroups-clustering
name: MTEB TwentyNewsgroupsClustering
config: default
split: test
revision: 6125ec4e24fa026cec8a478383ee943acfbd5449
metrics: type: v_measure
value: 59.20888659980063
verified: no, task: type: PairClassification
dataset: type: mteb/twittersemeval2015-pairclassification
name: MTEB TwitterSemEval2015
config: default
split: test
revision: 70970daeab8776df92f5ea462b6173c0b46fd2d1
metrics: type: cos_sim_accuracy
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verified: no, type: cos_sim_ap
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verified: no, type: cos_sim_f1
value: 66.0611487783037
verified: no, type: cos_sim_precision
value: 64.11720884032779
verified: no, type: cos_sim_recall
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verified: no, type: dot_accuracy
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verified: no, type: dot_ap
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verified: no, type: dot_f1
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verified: no, type: dot_precision
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verified: no, type: dot_recall
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verified: no, type: euclidean_accuracy
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verified: no, type: euclidean_ap
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verified: no, type: euclidean_f1
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verified: no, type: euclidean_precision
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verified: no, type: euclidean_recall
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verified: no, type: manhattan_accuracy
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verified: no, type: manhattan_ap
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verified: no, type: manhattan_f1
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verified: no, type: manhattan_precision
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verified: no, type: manhattan_recall
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verified: no, type: max_accuracy
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verified: no, type: max_ap
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verified: no, type: max_f1
value: 66.0611487783037
verified: no, task: type: PairClassification
dataset: type: mteb/twitterurlcorpus-pairclassification
name: MTEB TwitterURLCorpus
config: default
split: test
revision: 8b6510b0b1fa4e4c4f879467980e9be563ec1cdf
metrics: type: cos_sim_accuracy
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verified: no, type: cos_sim_ap
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verified: no, type: cos_sim_f1
value: 77.14170010676287
verified: no, type: cos_sim_precision
value: 73.91181657848324
verified: no, type: cos_sim_recall
value: 80.66676932553126
verified: no, type: dot_accuracy
value: 88.34167733923235
verified: no, type: dot_ap
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verified: no, type: dot_f1
value: 77.14170010676287
verified: no, type: dot_precision
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verified: no, type: dot_recall
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verified: no, type: euclidean_accuracy
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verified: no, type: euclidean_ap
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verified: no, type: euclidean_f1
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verified: no, type: euclidean_precision
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verified: no, type: euclidean_recall
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verified: no, type: manhattan_accuracy
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verified: no, type: manhattan_ap
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verified: no, type: manhattan_f1
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verified: no, type: manhattan_precision
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verified: no, type: manhattan_recall
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verified: no, type: max_accuracy
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verified: no, type: max_ap
value: 84.5858781355044
verified: no, type: max_f1
value: 77.14170010676287
verified: no, task: type: Retrieval
dataset: type: C-MTEB/VideoRetrieval
name: MTEB VideoRetrieval
config: default
split: dev
revision: 58c2597a5943a2ba48f4668c3b90d796283c5639
metrics: type: map_at_1
value: 66.10000000000001
verified: no, type: map_at_10
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verified: no, type: map_at_100
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verified: no, type: map_at_1000
value: 75.565
verified: no, type: map_at_3
value: 73.68299999999999
verified: no, type: map_at_5
value: 74.63300000000001
verified: no, type: mrr_at_1
value: 66.10000000000001
verified: no, type: mrr_at_10
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verified: no, type: mrr_at_100
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verified: no, type: mrr_at_1000
value: 75.565
verified: no, type: mrr_at_3
value: 73.68299999999999
verified: no, type: mrr_at_5
value: 74.63300000000001
verified: no, type: ndcg_at_1
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verified: no, type: ndcg_at_10
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verified: no, type: ndcg_at_100
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verified: no, type: ndcg_at_1000
value: 80.862
verified: no, type: ndcg_at_3
value: 76.08200000000001
verified: no, type: ndcg_at_5
value: 77.782
verified: no, type: precision_at_1
value: 66.10000000000001
verified: no, type: precision_at_10
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verified: no, type: precision_at_100
value: 0.983
verified: no, type: precision_at_1000
value: 0.099
verified: no, type: precision_at_3
value: 27.667
verified: no, type: precision_at_5
value: 17.419999999999998
verified: no, type: recall_at_1
value: 66.10000000000001
verified: no, type: recall_at_10
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verified: no, type: recall_at_100
value: 98.3
verified: no, type: recall_at_1000
value: 99.4
verified: no, type: recall_at_3
value: 83
verified: no, type: recall_at_5
value: 87.1
verified: no, task: type: Classification
dataset: type: C-MTEB/waimai-classification
name: MTEB Waimai
config: default
split: test
revision: 339287def212450dcaa9df8c22bf93e9980c7023
metrics: type: accuracy
value: 91.13
verified: no, type: ap
value: 79.55231335947015
verified: no, type: f1
value: 89.63091922203914
verified: no
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Created: 2024-12-21 04:00:17