Model: brandonywl/gme-Qwen2-VL-2B-Instruct
Author: brandonywl
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-2B-Instruct, base_model:finetune:Qwen/Qwen2-VL-2B-Instruct, license:apache-2.0, model-index, text-generation-inference, endpoints_compatible, region:us
Base models (finetune): id: Qwen/Qwen2-VL-2B-Instruct
Card metadata: license: apache-2.0
base_model: Qwen/Qwen2-VL-2B-Instruct
language: en, zh
tags: mteb, sentence-transformers, transformers, Qwen2-VL, sentence-similarity, vidore
model-index: name: external
results: task: type: STS
dataset: type: C-MTEB/AFQMC
name: MTEB AFQMC
config: default
split: validation
revision: b44c3b011063adb25877c13823db83bb193913c4
metrics: type: cos_sim_pearson
value: 61.03190209456061
verified: no, type: cos_sim_spearman
value: 67.54853383020948
verified: no, type: euclidean_pearson
value: 65.38958681599493
verified: no, type: euclidean_spearman
value: 67.54853383020948
verified: no, type: manhattan_pearson
value: 65.25341659273157
verified: no, type: manhattan_spearman
value: 67.34190190683134
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: 50.83794357648487
verified: no, type: cos_sim_spearman
value: 54.03230997664373
verified: no, type: euclidean_pearson
value: 55.2072028123375
verified: no, type: euclidean_spearman
value: 54.032311102613264
verified: no, type: manhattan_pearson
value: 55.05163232251946
verified: no, type: manhattan_spearman
value: 53.81272176804127
verified: no, task: type: Classification
dataset: type: mteb/amazon_counterfactual
name: MTEB AmazonCounterfactualClassification (en)
config: en
split: test
revision: e8379541af4e31359cca9fbcf4b00f2671dba205
metrics: type: accuracy
value: 72.55223880597015
verified: no, type: ap
value: 35.01515316721116
verified: no, type: f1
value: 66.44086070814382
verified: no, task: type: Classification
dataset: type: mteb/amazon_polarity
name: MTEB AmazonPolarityClassification
config: default
split: test
revision: e2d317d38cd51312af73b3d32a06d1a08b442046
metrics: type: accuracy
value: 96.75819999999999
verified: no, type: ap
value: 95.51009242092881
verified: no, type: f1
value: 96.75713119357414
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: 61.971999999999994
verified: no, type: f1
value: 60.50745575187704
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: 53.49
verified: no, type: f1
value: 51.576550662258434
verified: no, task: type: Retrieval
dataset: type: mteb/arguana
name: MTEB ArguAna
config: default
split: test
revision: c22ab2a51041ffd869aaddef7af8d8215647e41a
metrics: type: map_at_1
value: 36.272999999999996
verified: no, type: map_at_10
value: 52.782
verified: no, type: map_at_100
value: 53.339999999999996
verified: no, type: map_at_1000
value: 53.342999999999996
verified: no, type: map_at_3
value: 48.4
verified: no, type: map_at_5
value: 50.882000000000005
verified: no, type: mrr_at_1
value: 36.984
verified: no, type: mrr_at_10
value: 53.052
verified: no, type: mrr_at_100
value: 53.604
verified: no, type: mrr_at_1000
value: 53.607000000000006
verified: no, type: mrr_at_3
value: 48.613
verified: no, type: mrr_at_5
value: 51.159
verified: no, type: ndcg_at_1
value: 36.272999999999996
verified: no, type: ndcg_at_10
value: 61.524
verified: no, type: ndcg_at_100
value: 63.796
verified: no, type: ndcg_at_1000
value: 63.869
verified: no, type: ndcg_at_3
value: 52.456
verified: no, type: ndcg_at_5
value: 56.964000000000006
verified: no, type: precision_at_1
value: 36.272999999999996
verified: no, type: precision_at_10
value: 8.926
verified: no, type: precision_at_100
value: 0.989
verified: no, type: precision_at_1000
value: 0.1
verified: no, type: precision_at_3
value: 21.407999999999998
verified: no, type: precision_at_5
value: 15.049999999999999
verified: no, type: recall_at_1
value: 36.272999999999996
verified: no, type: recall_at_10
value: 89.25999999999999
verified: no, type: recall_at_100
value: 98.933
verified: no, type: recall_at_1000
value: 99.502
verified: no, type: recall_at_3
value: 64.225
verified: no, type: recall_at_5
value: 75.249
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: 52.45236368396085
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: 46.83781937870832
verified: no, task: type: Reranking
dataset: type: mteb/askubuntudupquestions-reranking
name: MTEB AskUbuntuDupQuestions
config: default
split: test
revision: 2000358ca161889fa9c082cb41daa8dcfb161a54
metrics: type: map
value: 60.653430349851746
verified: no, type: mrr
value: 74.28736314470387
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: 89.18568151905953
verified: no, type: cos_sim_spearman
value: 86.47666922475281
verified: no, type: euclidean_pearson
value: 87.25416218056225
verified: no, type: euclidean_spearman
value: 86.47666922475281
verified: no, type: manhattan_pearson
value: 87.04960508086356
verified: no, type: manhattan_spearman
value: 86.73992823533615
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: 75.7464284612374
verified: no, type: cos_sim_spearman
value: 77.71894224189296
verified: no, type: euclidean_pearson
value: 77.63454068918787
verified: no, type: euclidean_spearman
value: 77.71894224189296
verified: no, type: manhattan_pearson
value: 77.58744810404339
verified: no, type: manhattan_spearman
value: 77.63293552726073
verified: no, task: type: Classification
dataset: type: mteb/banking77
name: MTEB Banking77Classification
config: default
split: test
revision: 0fd18e25b25c072e09e0d92ab615fda904d66300
metrics: type: accuracy
value: 80.2435064935065
verified: no, type: f1
value: 79.44078343737895
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: 44.68220155432257
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: 40.666150477589284
verified: no, task: type: Clustering
dataset: type: C-MTEB/CLSClusteringP2P
name: MTEB CLSClusteringP2P
config: default
split: test
revision: 4b6227591c6c1a73bc76b1055f3b7f3588e72476
metrics: type: v_measure
value: 44.23533333311907
verified: no, task: type: Clustering
dataset: type: C-MTEB/CLSClusteringS2S
name: MTEB CLSClusteringS2S
config: default
split: test
revision: e458b3f5414b62b7f9f83499ac1f5497ae2e869f
metrics: type: v_measure
value: 43.01114481307774
verified: no, task: type: Reranking
dataset: type: C-MTEB/CMedQAv1-reranking
name: MTEB CMedQAv1
config: default
split: test
revision: 8d7f1e942507dac42dc58017c1a001c3717da7df
metrics: type: map
value: 86.4349853821696
verified: no, type: mrr
value: 88.80150793650795
verified: no, task: type: Reranking
dataset: type: C-MTEB/CMedQAv2-reranking
name: MTEB CMedQAv2
config: default
split: test
revision: 23d186750531a14a0357ca22cd92d712fd512ea0
metrics: type: map
value: 87.56417400982208
verified: no, type: mrr
value: 89.85813492063491
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackAndroidRetrieval
config: default
split: test
revision: f46a197baaae43b4f621051089b82a364682dfeb
metrics: type: map_at_1
value: 30.623
verified: no, type: map_at_10
value: 40.482
verified: no, type: map_at_100
value: 41.997
verified: no, type: map_at_1000
value: 42.135
verified: no, type: map_at_3
value: 37.754
verified: no, type: map_at_5
value: 39.031
verified: no, type: mrr_at_1
value: 37.482
verified: no, type: mrr_at_10
value: 46.311
verified: no, type: mrr_at_100
value: 47.211999999999996
verified: no, type: mrr_at_1000
value: 47.27
verified: no, type: mrr_at_3
value: 44.157999999999994
verified: no, type: mrr_at_5
value: 45.145
verified: no, type: ndcg_at_1
value: 37.482
verified: no, type: ndcg_at_10
value: 46.142
verified: no, type: ndcg_at_100
value: 51.834
verified: no, type: ndcg_at_1000
value: 54.164
verified: no, type: ndcg_at_3
value: 42.309000000000005
verified: no, type: ndcg_at_5
value: 43.485
verified: no, type: precision_at_1
value: 37.482
verified: no, type: precision_at_10
value: 8.455
verified: no, type: precision_at_100
value: 1.3780000000000001
verified: no, type: precision_at_1000
value: 0.188
verified: no, type: precision_at_3
value: 20.172
verified: no, type: precision_at_5
value: 13.705
verified: no, type: recall_at_1
value: 30.623
verified: no, type: recall_at_10
value: 56.77100000000001
verified: no, type: recall_at_100
value: 80.034
verified: no, type: recall_at_1000
value: 94.62899999999999
verified: no, type: recall_at_3
value: 44.663000000000004
verified: no, type: recall_at_5
value: 48.692
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackEnglishRetrieval
config: default
split: test
revision: ad9991cb51e31e31e430383c75ffb2885547b5f0
metrics: type: map_at_1
value: 27.941
verified: no, type: map_at_10
value: 38.437
verified: no, type: map_at_100
value: 39.625
verified: no, type: map_at_1000
value: 39.753
verified: no, type: map_at_3
value: 35.388999999999996
verified: no, type: map_at_5
value: 37.113
verified: no, type: mrr_at_1
value: 34.522000000000006
verified: no, type: mrr_at_10
value: 43.864999999999995
verified: no, type: mrr_at_100
value: 44.533
verified: no, type: mrr_at_1000
value: 44.580999999999996
verified: no, type: mrr_at_3
value: 41.55
verified: no, type: mrr_at_5
value: 42.942
verified: no, type: ndcg_at_1
value: 34.522000000000006
verified: no, type: ndcg_at_10
value: 44.330000000000005
verified: no, type: ndcg_at_100
value: 48.61
verified: no, type: ndcg_at_1000
value: 50.712999999999994
verified: no, type: ndcg_at_3
value: 39.834
verified: no, type: ndcg_at_5
value: 42.016
verified: no, type: precision_at_1
value: 34.522000000000006
verified: no, type: precision_at_10
value: 8.471
verified: no, type: precision_at_100
value: 1.3379999999999999
verified: no, type: precision_at_1000
value: 0.182
verified: no, type: precision_at_3
value: 19.363
verified: no, type: precision_at_5
value: 13.898
verified: no, type: recall_at_1
value: 27.941
verified: no, type: recall_at_10
value: 55.336
verified: no, type: recall_at_100
value: 73.51100000000001
verified: no, type: recall_at_1000
value: 86.636
verified: no, type: recall_at_3
value: 42.54
verified: no, type: recall_at_5
value: 48.392
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackGamingRetrieval
config: default
split: test
revision: 4885aa143210c98657558c04aaf3dc47cfb54340
metrics: type: map_at_1
value: 32.681
verified: no, type: map_at_10
value: 45.48
verified: no, type: map_at_100
value: 46.542
verified: no, type: map_at_1000
value: 46.604
verified: no, type: map_at_3
value: 42.076
verified: no, type: map_at_5
value: 44.076
verified: no, type: mrr_at_1
value: 37.492
verified: no, type: mrr_at_10
value: 48.746
verified: no, type: mrr_at_100
value: 49.485
verified: no, type: mrr_at_1000
value: 49.517
verified: no, type: mrr_at_3
value: 45.998
verified: no, type: mrr_at_5
value: 47.681000000000004
verified: no, type: ndcg_at_1
value: 37.492
verified: no, type: ndcg_at_10
value: 51.778999999999996
verified: no, type: ndcg_at_100
value: 56.294
verified: no, type: ndcg_at_1000
value: 57.58
verified: no, type: ndcg_at_3
value: 45.856
verified: no, type: ndcg_at_5
value: 48.968
verified: no, type: precision_at_1
value: 37.492
verified: no, type: precision_at_10
value: 8.620999999999999
verified: no, type: precision_at_100
value: 1.189
verified: no, type: precision_at_1000
value: 0.135
verified: no, type: precision_at_3
value: 20.773
verified: no, type: precision_at_5
value: 14.596
verified: no, type: recall_at_1
value: 32.681
verified: no, type: recall_at_10
value: 67.196
verified: no, type: recall_at_100
value: 87.027
verified: no, type: recall_at_1000
value: 96.146
verified: no, type: recall_at_3
value: 51.565000000000005
verified: no, type: recall_at_5
value: 59.123999999999995
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackGisRetrieval
config: default
split: test
revision: 5003b3064772da1887988e05400cf3806fe491f2
metrics: type: map_at_1
value: 22.421
verified: no, type: map_at_10
value: 30.127
verified: no, type: map_at_100
value: 31.253999999999998
verified: no, type: map_at_1000
value: 31.344
verified: no, type: map_at_3
value: 27.673
verified: no, type: map_at_5
value: 29.182000000000002
verified: no, type: mrr_at_1
value: 24.068
verified: no, type: mrr_at_10
value: 31.857000000000003
verified: no, type: mrr_at_100
value: 32.808
verified: no, type: mrr_at_1000
value: 32.881
verified: no, type: mrr_at_3
value: 29.397000000000002
verified: no, type: mrr_at_5
value: 30.883
verified: no, type: ndcg_at_1
value: 24.068
verified: no, type: ndcg_at_10
value: 34.642
verified: no, type: ndcg_at_100
value: 40.327
verified: no, type: ndcg_at_1000
value: 42.55
verified: no, type: ndcg_at_3
value: 29.868
verified: no, type: ndcg_at_5
value: 32.461
verified: no, type: precision_at_1
value: 24.068
verified: no, type: precision_at_10
value: 5.390000000000001
verified: no, type: precision_at_100
value: 0.873
verified: no, type: precision_at_1000
value: 0.109
verified: no, type: precision_at_3
value: 12.692999999999998
verified: no, type: precision_at_5
value: 9.107
verified: no, type: recall_at_1
value: 22.421
verified: no, type: recall_at_10
value: 46.846
verified: no, type: recall_at_100
value: 73.409
verified: no, type: recall_at_1000
value: 90.06
verified: no, type: recall_at_3
value: 34.198
verified: no, type: recall_at_5
value: 40.437
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackMathematicaRetrieval
config: default
split: test
revision: 90fceea13679c63fe563ded68f3b6f06e50061de
metrics: type: map_at_1
value: 16.494
verified: no, type: map_at_10
value: 24.4
verified: no, type: map_at_100
value: 25.718999999999998
verified: no, type: map_at_1000
value: 25.840000000000003
verified: no, type: map_at_3
value: 21.731
verified: no, type: map_at_5
value: 23.247999999999998
verified: no, type: mrr_at_1
value: 20.274
verified: no, type: mrr_at_10
value: 28.866000000000003
verified: no, type: mrr_at_100
value: 29.889
verified: no, type: mrr_at_1000
value: 29.957
verified: no, type: mrr_at_3
value: 26.284999999999997
verified: no, type: mrr_at_5
value: 27.79
verified: no, type: ndcg_at_1
value: 20.274
verified: no, type: ndcg_at_10
value: 29.666999999999998
verified: no, type: ndcg_at_100
value: 36.095
verified: no, type: ndcg_at_1000
value: 38.87
verified: no, type: ndcg_at_3
value: 24.672
verified: no, type: ndcg_at_5
value: 27.106
verified: no, type: precision_at_1
value: 20.274
verified: no, type: precision_at_10
value: 5.5969999999999995
verified: no, type: precision_at_100
value: 1.04
verified: no, type: precision_at_1000
value: 0.14100000000000001
verified: no, type: precision_at_3
value: 12.023
verified: no, type: precision_at_5
value: 8.98
verified: no, type: recall_at_1
value: 16.494
verified: no, type: recall_at_10
value: 41.400999999999996
verified: no, type: recall_at_100
value: 69.811
verified: no, type: recall_at_1000
value: 89.422
verified: no, type: recall_at_3
value: 27.834999999999997
verified: no, type: recall_at_5
value: 33.774
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackPhysicsRetrieval
config: default
split: test
revision: 79531abbd1fb92d06c6d6315a0cbbbf5bb247ea4
metrics: type: map_at_1
value: 26.150000000000002
verified: no, type: map_at_10
value: 36.012
verified: no, type: map_at_100
value: 37.377
verified: no, type: map_at_1000
value: 37.497
verified: no, type: map_at_3
value: 32.712
verified: no, type: map_at_5
value: 34.475
verified: no, type: mrr_at_1
value: 32.05
verified: no, type: mrr_at_10
value: 41.556
verified: no, type: mrr_at_100
value: 42.451
verified: no, type: mrr_at_1000
value: 42.498000000000005
verified: no, type: mrr_at_3
value: 38.659
verified: no, type: mrr_at_5
value: 40.314
verified: no, type: ndcg_at_1
value: 32.05
verified: no, type: ndcg_at_10
value: 42.132
verified: no, type: ndcg_at_100
value: 48.028999999999996
verified: no, type: ndcg_at_1000
value: 50.229
verified: no, type: ndcg_at_3
value: 36.622
verified: no, type: ndcg_at_5
value: 39.062000000000005
verified: no, type: precision_at_1
value: 32.05
verified: no, type: precision_at_10
value: 7.767
verified: no, type: precision_at_100
value: 1.269
verified: no, type: precision_at_1000
value: 0.164
verified: no, type: precision_at_3
value: 17.355999999999998
verified: no, type: precision_at_5
value: 12.474
verified: no, type: recall_at_1
value: 26.150000000000002
verified: no, type: recall_at_10
value: 55.205000000000005
verified: no, type: recall_at_100
value: 80.2
verified: no, type: recall_at_1000
value: 94.524
verified: no, type: recall_at_3
value: 39.322
verified: no, type: recall_at_5
value: 45.761
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackProgrammersRetrieval
config: default
split: test
revision: 6184bc1440d2dbc7612be22b50686b8826d22b32
metrics: type: map_at_1
value: 23.741
verified: no, type: map_at_10
value: 33.51
verified: no, type: map_at_100
value: 34.882999999999996
verified: no, type: map_at_1000
value: 34.995
verified: no, type: map_at_3
value: 30.514000000000003
verified: no, type: map_at_5
value: 32.085
verified: no, type: mrr_at_1
value: 28.653000000000002
verified: no, type: mrr_at_10
value: 38.059
verified: no, type: mrr_at_100
value: 39.050000000000004
verified: no, type: mrr_at_1000
value: 39.107
verified: no, type: mrr_at_3
value: 35.445
verified: no, type: mrr_at_5
value: 36.849
verified: no, type: ndcg_at_1
value: 28.653000000000002
verified: no, type: ndcg_at_10
value: 39.186
verified: no, type: ndcg_at_100
value: 45.301
verified: no, type: ndcg_at_1000
value: 47.547
verified: no, type: ndcg_at_3
value: 34.103
verified: no, type: ndcg_at_5
value: 36.239
verified: no, type: precision_at_1
value: 28.653000000000002
verified: no, type: precision_at_10
value: 7.295
verified: no, type: precision_at_100
value: 1.2189999999999999
verified: no, type: precision_at_1000
value: 0.159
verified: no, type: precision_at_3
value: 16.438
verified: no, type: precision_at_5
value: 11.804
verified: no, type: recall_at_1
value: 23.741
verified: no, type: recall_at_10
value: 51.675000000000004
verified: no, type: recall_at_100
value: 78.13799999999999
verified: no, type: recall_at_1000
value: 93.12700000000001
verified: no, type: recall_at_3
value: 37.033
verified: no, type: recall_at_5
value: 42.793
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackRetrieval
config: default
split: test
revision: 4ffe81d471b1924886b33c7567bfb200e9eec5c4
metrics: type: map_at_1
value: 25.281666666666663
verified: no, type: map_at_10
value: 34.080666666666666
verified: no, type: map_at_100
value: 35.278749999999995
verified: no, type: map_at_1000
value: 35.40183333333333
verified: no, type: map_at_3
value: 31.45316666666667
verified: no, type: map_at_5
value: 32.92716666666667
verified: no, type: mrr_at_1
value: 29.78783333333333
verified: no, type: mrr_at_10
value: 38.077333333333335
verified: no, type: mrr_at_100
value: 38.936499999999995
verified: no, type: mrr_at_1000
value: 39.000249999999994
verified: no, type: mrr_at_3
value: 35.7735
verified: no, type: mrr_at_5
value: 37.07683333333334
verified: no, type: ndcg_at_1
value: 29.78783333333333
verified: no, type: ndcg_at_10
value: 39.18300000000001
verified: no, type: ndcg_at_100
value: 44.444750000000006
verified: no, type: ndcg_at_1000
value: 46.90316666666667
verified: no, type: ndcg_at_3
value: 34.69308333333333
verified: no, type: ndcg_at_5
value: 36.80316666666666
verified: no, type: precision_at_1
value: 29.78783333333333
verified: no, type: precision_at_10
value: 6.820749999999999
verified: no, type: precision_at_100
value: 1.1224166666666666
verified: no, type: precision_at_1000
value: 0.1525
verified: no, type: precision_at_3
value: 15.936333333333335
verified: no, type: precision_at_5
value: 11.282333333333334
verified: no, type: recall_at_1
value: 25.281666666666663
verified: no, type: recall_at_10
value: 50.282
verified: no, type: recall_at_100
value: 73.54558333333334
verified: no, type: recall_at_1000
value: 90.64241666666666
verified: no, type: recall_at_3
value: 37.800999999999995
verified: no, type: recall_at_5
value: 43.223000000000006
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackStatsRetrieval
config: default
split: test
revision: 65ac3a16b8e91f9cee4c9828cc7c335575432a2a
metrics: type: map_at_1
value: 23.452
verified: no, type: map_at_10
value: 30.231
verified: no, type: map_at_100
value: 31.227
verified: no, type: map_at_1000
value: 31.338
verified: no, type: map_at_3
value: 28.083000000000002
verified: no, type: map_at_5
value: 29.125
verified: no, type: mrr_at_1
value: 25.613000000000003
verified: no, type: mrr_at_10
value: 32.62
verified: no, type: mrr_at_100
value: 33.469
verified: no, type: mrr_at_1000
value: 33.554
verified: no, type: mrr_at_3
value: 30.368000000000002
verified: no, type: mrr_at_5
value: 31.502999999999997
verified: no, type: ndcg_at_1
value: 25.613000000000003
verified: no, type: ndcg_at_10
value: 34.441
verified: no, type: ndcg_at_100
value: 39.253
verified: no, type: ndcg_at_1000
value: 42.105
verified: no, type: ndcg_at_3
value: 30.183
verified: no, type: ndcg_at_5
value: 31.917
verified: no, type: precision_at_1
value: 25.613000000000003
verified: no, type: precision_at_10
value: 5.367999999999999
verified: no, type: precision_at_100
value: 0.848
verified: no, type: precision_at_1000
value: 0.117
verified: no, type: precision_at_3
value: 12.73
verified: no, type: precision_at_5
value: 8.773
verified: no, type: recall_at_1
value: 23.452
verified: no, type: recall_at_10
value: 45.021
verified: no, type: recall_at_100
value: 66.563
verified: no, type: recall_at_1000
value: 87.713
verified: no, type: recall_at_3
value: 33.433
verified: no, type: recall_at_5
value: 37.637
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackTexRetrieval
config: default
split: test
revision: 46989137a86843e03a6195de44b09deda022eec7
metrics: type: map_at_1
value: 16.11
verified: no, type: map_at_10
value: 22.832
verified: no, type: map_at_100
value: 23.829
verified: no, type: map_at_1000
value: 23.959
verified: no, type: map_at_3
value: 20.66
verified: no, type: map_at_5
value: 21.851000000000003
verified: no, type: mrr_at_1
value: 19.408
verified: no, type: mrr_at_10
value: 26.354
verified: no, type: mrr_at_100
value: 27.237000000000002
verified: no, type: mrr_at_1000
value: 27.32
verified: no, type: mrr_at_3
value: 24.243000000000002
verified: no, type: mrr_at_5
value: 25.430000000000003
verified: no, type: ndcg_at_1
value: 19.408
verified: no, type: ndcg_at_10
value: 27.239
verified: no, type: ndcg_at_100
value: 32.286
verified: no, type: ndcg_at_1000
value: 35.498000000000005
verified: no, type: ndcg_at_3
value: 23.244
verified: no, type: ndcg_at_5
value: 25.080999999999996
verified: no, type: precision_at_1
value: 19.408
verified: no, type: precision_at_10
value: 4.917
verified: no, type: precision_at_100
value: 0.874
verified: no, type: precision_at_1000
value: 0.133
verified: no, type: precision_at_3
value: 10.863
verified: no, type: precision_at_5
value: 7.887
verified: no, type: recall_at_1
value: 16.11
verified: no, type: recall_at_10
value: 37.075
verified: no, type: recall_at_100
value: 60.251999999999995
verified: no, type: recall_at_1000
value: 83.38600000000001
verified: no, type: recall_at_3
value: 25.901999999999997
verified: no, type: recall_at_5
value: 30.612000000000002
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackUnixRetrieval
config: default
split: test
revision: 6c6430d3a6d36f8d2a829195bc5dc94d7e063e53
metrics: type: map_at_1
value: 25.941
verified: no, type: map_at_10
value: 33.711999999999996
verified: no, type: map_at_100
value: 34.926
verified: no, type: map_at_1000
value: 35.05
verified: no, type: map_at_3
value: 31.075000000000003
verified: no, type: map_at_5
value: 32.611000000000004
verified: no, type: mrr_at_1
value: 30.784
verified: no, type: mrr_at_10
value: 38.079
verified: no, type: mrr_at_100
value: 39.018
verified: no, type: mrr_at_1000
value: 39.09
verified: no, type: mrr_at_3
value: 35.603
verified: no, type: mrr_at_5
value: 36.988
verified: no, type: ndcg_at_1
value: 30.784
verified: no, type: ndcg_at_10
value: 38.586
verified: no, type: ndcg_at_100
value: 44.205
verified: no, type: ndcg_at_1000
value: 46.916000000000004
verified: no, type: ndcg_at_3
value: 33.899
verified: no, type: ndcg_at_5
value: 36.11
verified: no, type: precision_at_1
value: 30.784
verified: no, type: precision_at_10
value: 6.409
verified: no, type: precision_at_100
value: 1.034
verified: no, type: precision_at_1000
value: 0.13799999999999998
verified: no, type: precision_at_3
value: 15.112
verified: no, type: precision_at_5
value: 10.728
verified: no, type: recall_at_1
value: 25.941
verified: no, type: recall_at_10
value: 49.242999999999995
verified: no, type: recall_at_100
value: 73.85000000000001
verified: no, type: recall_at_1000
value: 92.782
verified: no, type: recall_at_3
value: 36.204
verified: no, type: recall_at_5
value: 41.908
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackWebmastersRetrieval
config: default
split: test
revision: 160c094312a0e1facb97e55eeddb698c0abe3571
metrics: type: map_at_1
value: 24.401999999999997
verified: no, type: map_at_10
value: 33.195
verified: no, type: map_at_100
value: 34.699999999999996
verified: no, type: map_at_1000
value: 34.946
verified: no, type: map_at_3
value: 30.570999999999998
verified: no, type: map_at_5
value: 32
verified: no, type: mrr_at_1
value: 28.656
verified: no, type: mrr_at_10
value: 37.039
verified: no, type: mrr_at_100
value: 38.049
verified: no, type: mrr_at_1000
value: 38.108
verified: no, type: mrr_at_3
value: 34.717
verified: no, type: mrr_at_5
value: 36.07
verified: no, type: ndcg_at_1
value: 28.656
verified: no, type: ndcg_at_10
value: 38.557
verified: no, type: ndcg_at_100
value: 44.511
verified: no, type: ndcg_at_1000
value: 47.346
verified: no, type: ndcg_at_3
value: 34.235
verified: no, type: ndcg_at_5
value: 36.260999999999996
verified: no, type: precision_at_1
value: 28.656
verified: no, type: precision_at_10
value: 7.312
verified: no, type: precision_at_100
value: 1.451
verified: no, type: precision_at_1000
value: 0.242
verified: no, type: precision_at_3
value: 15.942
verified: no, type: precision_at_5
value: 11.66
verified: no, type: recall_at_1
value: 24.401999999999997
verified: no, type: recall_at_10
value: 48.791000000000004
verified: no, type: recall_at_100
value: 76.211
verified: no, type: recall_at_1000
value: 93.92
verified: no, type: recall_at_3
value: 36.975
verified: no, type: recall_at_5
value: 42.01
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackWordpressRetrieval
config: default
split: test
revision: 4ffe81d471b1924886b33c7567bfb200e9eec5c4
metrics: type: map_at_1
value: 19.07
verified: no, type: map_at_10
value: 26.608999999999998
verified: no, type: map_at_100
value: 27.625
verified: no, type: map_at_1000
value: 27.743000000000002
verified: no, type: map_at_3
value: 24.532999999999998
verified: no, type: map_at_5
value: 25.671
verified: no, type: mrr_at_1
value: 20.518
verified: no, type: mrr_at_10
value: 28.541
verified: no, type: mrr_at_100
value: 29.453000000000003
verified: no, type: mrr_at_1000
value: 29.536
verified: no, type: mrr_at_3
value: 26.71
verified: no, type: mrr_at_5
value: 27.708
verified: no, type: ndcg_at_1
value: 20.518
verified: no, type: ndcg_at_10
value: 30.855
verified: no, type: ndcg_at_100
value: 35.973
verified: no, type: ndcg_at_1000
value: 38.827
verified: no, type: ndcg_at_3
value: 26.868
verified: no, type: ndcg_at_5
value: 28.74
verified: no, type: precision_at_1
value: 20.518
verified: no, type: precision_at_10
value: 4.843
verified: no, type: precision_at_100
value: 0.799
verified: no, type: precision_at_1000
value: 0.116
verified: no, type: precision_at_3
value: 11.645
verified: no, type: precision_at_5
value: 8.133
verified: no, type: recall_at_1
value: 19.07
verified: no, type: recall_at_10
value: 41.925000000000004
verified: no, type: recall_at_100
value: 65.68
verified: no, type: recall_at_1000
value: 86.713
verified: no, type: recall_at_3
value: 31.251
verified: no, type: recall_at_5
value: 35.653
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: 18.762
verified: no, type: map_at_10
value: 32.412
verified: no, type: map_at_100
value: 34.506
verified: no, type: map_at_1000
value: 34.678
verified: no, type: map_at_3
value: 27.594
verified: no, type: map_at_5
value: 30.128
verified: no, type: mrr_at_1
value: 42.345
verified: no, type: mrr_at_10
value: 54.443
verified: no, type: mrr_at_100
value: 55.05799999999999
verified: no, type: mrr_at_1000
value: 55.076
verified: no, type: mrr_at_3
value: 51.553000000000004
verified: no, type: mrr_at_5
value: 53.269
verified: no, type: ndcg_at_1
value: 42.345
verified: no, type: ndcg_at_10
value: 42.304
verified: no, type: ndcg_at_100
value: 49.425000000000004
verified: no, type: ndcg_at_1000
value: 52.123
verified: no, type: ndcg_at_3
value: 36.271
verified: no, type: ndcg_at_5
value: 38.216
verified: no, type: precision_at_1
value: 42.345
verified: no, type: precision_at_10
value: 12.808
verified: no, type: precision_at_100
value: 2.062
verified: no, type: precision_at_1000
value: 0.258
verified: no, type: precision_at_3
value: 26.840000000000003
verified: no, type: precision_at_5
value: 20.052
verified: no, type: recall_at_1
value: 18.762
verified: no, type: recall_at_10
value: 47.976
verified: no, type: recall_at_100
value: 71.86
verified: no, type: recall_at_1000
value: 86.61999999999999
verified: no, type: recall_at_3
value: 32.708999999999996
verified: no, type: recall_at_5
value: 39.151
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: 24.871
verified: no, type: map_at_10
value: 37.208999999999996
verified: no, type: map_at_100
value: 38.993
verified: no, type: map_at_1000
value: 39.122
verified: no, type: map_at_3
value: 33.2
verified: no, type: map_at_5
value: 35.33
verified: no, type: mrr_at_1
value: 37.884
verified: no, type: mrr_at_10
value: 46.189
verified: no, type: mrr_at_100
value: 47.147
verified: no, type: mrr_at_1000
value: 47.195
verified: no, type: mrr_at_3
value: 43.728
verified: no, type: mrr_at_5
value: 44.994
verified: no, type: ndcg_at_1
value: 37.884
verified: no, type: ndcg_at_10
value: 43.878
verified: no, type: ndcg_at_100
value: 51.002
verified: no, type: ndcg_at_1000
value: 53.161
verified: no, type: ndcg_at_3
value: 38.729
verified: no, type: ndcg_at_5
value: 40.628
verified: no, type: precision_at_1
value: 37.884
verified: no, type: precision_at_10
value: 9.75
verified: no, type: precision_at_100
value: 1.558
verified: no, type: precision_at_1000
value: 0.183
verified: no, type: precision_at_3
value: 21.964
verified: no, type: precision_at_5
value: 15.719
verified: no, type: recall_at_1
value: 24.871
verified: no, type: recall_at_10
value: 54.615
verified: no, type: recall_at_100
value: 84.276
verified: no, type: recall_at_1000
value: 98.578
verified: no, type: recall_at_3
value: 38.936
verified: no, type: recall_at_5
value: 45.061
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: 76.12748045700542
verified: no, type: cos_sim_ap
value: 84.47948419710998
verified: no, type: cos_sim_f1
value: 77.88108108108108
verified: no, type: cos_sim_precision
value: 72.43112809169516
verified: no, type: cos_sim_recall
value: 84.21790974982464
verified: no, type: dot_accuracy
value: 76.12748045700542
verified: no, type: dot_ap
value: 84.4933237839786
verified: no, type: dot_f1
value: 77.88108108108108
verified: no, type: dot_precision
value: 72.43112809169516
verified: no, type: dot_recall
value: 84.21790974982464
verified: no, type: euclidean_accuracy
value: 76.12748045700542
verified: no, type: euclidean_ap
value: 84.47947997540409
verified: no, type: euclidean_f1
value: 77.88108108108108
verified: no, type: euclidean_precision
value: 72.43112809169516
verified: no, type: euclidean_recall
value: 84.21790974982464
verified: no, type: manhattan_accuracy
value: 75.40589296452195
verified: no, type: manhattan_ap
value: 83.74383956930585
verified: no, type: manhattan_f1
value: 77.0983342289092
verified: no, type: manhattan_precision
value: 71.34049323786795
verified: no, type: manhattan_recall
value: 83.86719663315408
verified: no, type: max_accuracy
value: 76.12748045700542
verified: no, type: max_ap
value: 84.4933237839786
verified: no, type: max_f1
value: 77.88108108108108
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: 66.781
verified: no, type: map_at_10
value: 74.539
verified: no, type: map_at_100
value: 74.914
verified: no, type: map_at_1000
value: 74.921
verified: no, type: map_at_3
value: 72.734
verified: no, type: map_at_5
value: 73.788
verified: no, type: mrr_at_1
value: 66.913
verified: no, type: mrr_at_10
value: 74.543
verified: no, type: mrr_at_100
value: 74.914
verified: no, type: mrr_at_1000
value: 74.921
verified: no, type: mrr_at_3
value: 72.831
verified: no, type: mrr_at_5
value: 73.76899999999999
verified: no, type: ndcg_at_1
value: 67.018
verified: no, type: ndcg_at_10
value: 78.34299999999999
verified: no, type: ndcg_at_100
value: 80.138
verified: no, type: ndcg_at_1000
value: 80.322
verified: no, type: ndcg_at_3
value: 74.667
verified: no, type: ndcg_at_5
value: 76.518
verified: no, type: precision_at_1
value: 67.018
verified: no, type: precision_at_10
value: 9.115
verified: no, type: precision_at_100
value: 0.996
verified: no, type: precision_at_1000
value: 0.101
verified: no, type: precision_at_3
value: 26.906000000000002
verified: no, type: precision_at_5
value: 17.092
verified: no, type: recall_at_1
value: 66.781
verified: no, type: recall_at_10
value: 90.253
verified: no, type: recall_at_100
value: 98.52499999999999
verified: no, type: recall_at_1000
value: 100
verified: no, type: recall_at_3
value: 80.05799999999999
verified: no, type: recall_at_5
value: 84.615
verified: no, task: type: Retrieval
dataset: type: mteb/dbpedia
name: MTEB DBPedia
config: default
split: test
revision: c0f706b76e590d620bd6618b3ca8efdd34e2d659
metrics: type: map_at_1
value: 9.685
verified: no, type: map_at_10
value: 21.65
verified: no, type: map_at_100
value: 30.952
verified: no, type: map_at_1000
value: 33.049
verified: no, type: map_at_3
value: 14.953
verified: no, type: map_at_5
value: 17.592
verified: no, type: mrr_at_1
value: 72
verified: no, type: mrr_at_10
value: 78.054
verified: no, type: mrr_at_100
value: 78.41900000000001
verified: no, type: mrr_at_1000
value: 78.425
verified: no, type: mrr_at_3
value: 76.5
verified: no, type: mrr_at_5
value: 77.28699999999999
verified: no, type: ndcg_at_1
value: 61.25000000000001
verified: no, type: ndcg_at_10
value: 46.306000000000004
verified: no, type: ndcg_at_100
value: 50.867
verified: no, type: ndcg_at_1000
value: 58.533
verified: no, type: ndcg_at_3
value: 50.857
verified: no, type: ndcg_at_5
value: 48.283
verified: no, type: precision_at_1
value: 72
verified: no, type: precision_at_10
value: 37.3
verified: no, type: precision_at_100
value: 11.95
verified: no, type: precision_at_1000
value: 2.528
verified: no, type: precision_at_3
value: 53.583000000000006
verified: no, type: precision_at_5
value: 46.6
verified: no, type: recall_at_1
value: 9.685
verified: no, type: recall_at_10
value: 27.474999999999998
verified: no, type: recall_at_100
value: 56.825
verified: no, type: recall_at_1000
value: 81.792
verified: no, type: recall_at_3
value: 15.939
verified: no, type: recall_at_5
value: 19.853
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: 24.528
verified: no, type: map_at_10
value: 76.304
verified: no, type: map_at_100
value: 79.327
verified: no, type: map_at_1000
value: 79.373
verified: no, type: map_at_3
value: 52.035
verified: no, type: map_at_5
value: 66.074
verified: no, type: mrr_at_1
value: 86.05000000000001
verified: no, type: mrr_at_10
value: 90.74
verified: no, type: mrr_at_100
value: 90.809
verified: no, type: mrr_at_1000
value: 90.81099999999999
verified: no, type: mrr_at_3
value: 90.30799999999999
verified: no, type: mrr_at_5
value: 90.601
verified: no, type: ndcg_at_1
value: 86.05000000000001
verified: no, type: ndcg_at_10
value: 84.518
verified: no, type: ndcg_at_100
value: 87.779
verified: no, type: ndcg_at_1000
value: 88.184
verified: no, type: ndcg_at_3
value: 82.339
verified: no, type: ndcg_at_5
value: 81.613
verified: no, type: precision_at_1
value: 86.05000000000001
verified: no, type: precision_at_10
value: 40.945
verified: no, type: precision_at_100
value: 4.787
verified: no, type: precision_at_1000
value: 0.48900000000000005
verified: no, type: precision_at_3
value: 74.117
verified: no, type: precision_at_5
value: 62.86000000000001
verified: no, type: recall_at_1
value: 24.528
verified: no, type: recall_at_10
value: 86.78
verified: no, type: recall_at_100
value: 97.198
verified: no, type: recall_at_1000
value: 99.227
verified: no, type: recall_at_3
value: 54.94799999999999
verified: no, type: recall_at_5
value: 72.053
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: 52.1
verified: no, type: map_at_10
value: 62.502
verified: no, type: map_at_100
value: 63.026
verified: no, type: map_at_1000
value: 63.04
verified: no, type: map_at_3
value: 59.782999999999994
verified: no, type: map_at_5
value: 61.443000000000005
verified: no, type: mrr_at_1
value: 52.1
verified: no, type: mrr_at_10
value: 62.502
verified: no, type: mrr_at_100
value: 63.026
verified: no, type: mrr_at_1000
value: 63.04
verified: no, type: mrr_at_3
value: 59.782999999999994
verified: no, type: mrr_at_5
value: 61.443000000000005
verified: no, type: ndcg_at_1
value: 52.1
verified: no, type: ndcg_at_10
value: 67.75999999999999
verified: no, type: ndcg_at_100
value: 70.072
verified: no, type: ndcg_at_1000
value: 70.441
verified: no, type: ndcg_at_3
value: 62.28
verified: no, type: ndcg_at_5
value: 65.25800000000001
verified: no, type: precision_at_1
value: 52.1
verified: no, type: precision_at_10
value: 8.43
verified: no, type: precision_at_100
value: 0.946
verified: no, type: precision_at_1000
value: 0.098
verified: no, type: precision_at_3
value: 23.166999999999998
verified: no, type: precision_at_5
value: 15.340000000000002
verified: no, type: recall_at_1
value: 52.1
verified: no, type: recall_at_10
value: 84.3
verified: no, type: recall_at_100
value: 94.6
verified: no, type: recall_at_1000
value: 97.5
verified: no, type: recall_at_3
value: 69.5
verified: no, type: recall_at_5
value: 76.7
verified: no, task: type: Classification
dataset: type: mteb/emotion
name: MTEB EmotionClassification
config: default
split: test
revision: 4f58c6b202a23cf9a4da393831edf4f9183cad37
metrics: type: accuracy
value: 62.805000000000014
verified: no, type: f1
value: 56.401757250989384
verified: no, task: type: Retrieval
dataset: type: mteb/fever
name: MTEB FEVER
config: default
split: test
revision: bea83ef9e8fb933d90a2f1d5515737465d613e12
metrics: type: map_at_1
value: 83.734
verified: no, type: map_at_10
value: 90.089
verified: no, type: map_at_100
value: 90.274
verified: no, type: map_at_1000
value: 90.286
verified: no, type: map_at_3
value: 89.281
verified: no, type: map_at_5
value: 89.774
verified: no, type: mrr_at_1
value: 90.039
verified: no, type: mrr_at_10
value: 94.218
verified: no, type: mrr_at_100
value: 94.24
verified: no, type: mrr_at_1000
value: 94.24
verified: no, type: mrr_at_3
value: 93.979
verified: no, type: mrr_at_5
value: 94.137
verified: no, type: ndcg_at_1
value: 90.039
verified: no, type: ndcg_at_10
value: 92.597
verified: no, type: ndcg_at_100
value: 93.147
verified: no, type: ndcg_at_1000
value: 93.325
verified: no, type: ndcg_at_3
value: 91.64999999999999
verified: no, type: ndcg_at_5
value: 92.137
verified: no, type: precision_at_1
value: 90.039
verified: no, type: precision_at_10
value: 10.809000000000001
verified: no, type: precision_at_100
value: 1.133
verified: no, type: precision_at_1000
value: 0.116
verified: no, type: precision_at_3
value: 34.338
verified: no, type: precision_at_5
value: 21.089
verified: no, type: recall_at_1
value: 83.734
verified: no, type: recall_at_10
value: 96.161
verified: no, type: recall_at_100
value: 98.137
verified: no, type: recall_at_1000
value: 99.182
verified: no, type: recall_at_3
value: 93.551
verified: no, type: recall_at_5
value: 94.878
verified: no, task: type: Retrieval
dataset: type: mteb/fiqa
name: MTEB FiQA2018
config: default
split: test
revision: 27a168819829fe9bcd655c2df245fb19452e8e06
metrics: type: map_at_1
value: 24.529999999999998
verified: no, type: map_at_10
value: 37.229
verified: no, type: map_at_100
value: 39.333
verified: no, type: map_at_1000
value: 39.491
verified: no, type: map_at_3
value: 32.177
verified: no, type: map_at_5
value: 35.077999999999996
verified: no, type: mrr_at_1
value: 45.678999999999995
verified: no, type: mrr_at_10
value: 53.952
verified: no, type: mrr_at_100
value: 54.727000000000004
verified: no, type: mrr_at_1000
value: 54.761
verified: no, type: mrr_at_3
value: 51.568999999999996
verified: no, type: mrr_at_5
value: 52.973000000000006
verified: no, type: ndcg_at_1
value: 45.678999999999995
verified: no, type: ndcg_at_10
value: 45.297
verified: no, type: ndcg_at_100
value: 52.516
verified: no, type: ndcg_at_1000
value: 55.16
verified: no, type: ndcg_at_3
value: 40.569
verified: no, type: ndcg_at_5
value: 42.49
verified: no, type: precision_at_1
value: 45.678999999999995
verified: no, type: precision_at_10
value: 12.269
verified: no, type: precision_at_100
value: 1.9709999999999999
verified: no, type: precision_at_1000
value: 0.244
verified: no, type: precision_at_3
value: 25.72
verified: no, type: precision_at_5
value: 19.66
verified: no, type: recall_at_1
value: 24.529999999999998
verified: no, type: recall_at_10
value: 51.983999999999995
verified: no, type: recall_at_100
value: 78.217
verified: no, type: recall_at_1000
value: 94.104
verified: no, type: recall_at_3
value: 36.449999999999996
verified: no, type: recall_at_5
value: 43.336999999999996
verified: no, task: type: Retrieval
dataset: type: mteb/hotpotqa
name: MTEB HotpotQA
config: default
split: test
revision: ab518f4d6fcca38d87c25209f94beba119d02014
metrics: type: map_at_1
value: 41.519
verified: no, type: map_at_10
value: 64.705
verified: no, type: map_at_100
value: 65.554
verified: no, type: map_at_1000
value: 65.613
verified: no, type: map_at_3
value: 61.478
verified: no, type: map_at_5
value: 63.55800000000001
verified: no, type: mrr_at_1
value: 83.038
verified: no, type: mrr_at_10
value: 87.82900000000001
verified: no, type: mrr_at_100
value: 87.96000000000001
verified: no, type: mrr_at_1000
value: 87.96300000000001
verified: no, type: mrr_at_3
value: 87.047
verified: no, type: mrr_at_5
value: 87.546
verified: no, type: ndcg_at_1
value: 83.038
verified: no, type: ndcg_at_10
value: 72.928
verified: no, type: ndcg_at_100
value: 75.778
verified: no, type: ndcg_at_1000
value: 76.866
verified: no, type: ndcg_at_3
value: 68.46600000000001
verified: no, type: ndcg_at_5
value: 71.036
verified: no, type: precision_at_1
value: 83.038
verified: no, type: precision_at_10
value: 15.040999999999999
verified: no, type: precision_at_100
value: 1.7260000000000002
verified: no, type: precision_at_1000
value: 0.187
verified: no, type: precision_at_3
value: 43.597
verified: no, type: precision_at_5
value: 28.188999999999997
verified: no, type: recall_at_1
value: 41.519
verified: no, type: recall_at_10
value: 75.20599999999999
verified: no, type: recall_at_100
value: 86.3
verified: no, type: recall_at_1000
value: 93.437
verified: no, type: recall_at_3
value: 65.39500000000001
verified: no, type: recall_at_5
value: 70.473
verified: no, task: type: Classification
dataset: type: C-MTEB/IFlyTek-classification
name: MTEB IFlyTek
config: default
split: validation
revision: 421605374b29664c5fc098418fe20ada9bd55f8a
metrics: type: accuracy
value: 52.04309349749903
verified: no, type: f1
value: 39.91893257315586
verified: no, task: type: Classification
dataset: type: mteb/imdb
name: MTEB ImdbClassification
config: default
split: test
revision: 3d86128a09e091d6018b6d26cad27f2739fc2db7
metrics: type: accuracy
value: 96.0428
verified: no, type: ap
value: 94.48278082595033
verified: no, type: f1
value: 96.0409595432081
verified: no, task: type: Classification
dataset: type: C-MTEB/JDReview-classification
name: MTEB JDReview
config: default
split: test
revision: b7c64bd89eb87f8ded463478346f76731f07bf8b
metrics: type: accuracy
value: 85.60975609756099
verified: no, type: ap
value: 54.30148799475452
verified: no, type: f1
value: 80.55899583002706
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: 66.44418108776416
verified: no, type: cos_sim_spearman
value: 72.79912770347306
verified: no, type: euclidean_pearson
value: 71.11194894579198
verified: no, type: euclidean_spearman
value: 72.79912104971427
verified: no, type: manhattan_pearson
value: 70.96800061808604
verified: no, type: manhattan_spearman
value: 72.63525186107175
verified: no, task: type: Reranking
dataset: type: C-MTEB/Mmarco-reranking
name: MTEB MMarcoReranking
config: default
split: dev
revision: 8e0c766dbe9e16e1d221116a3f36795fbade07f6
metrics: type: map
value: 27.9616280919871
verified: no, type: mrr
value: 26.544047619047618
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: 68.32300000000001
verified: no, type: map_at_10
value: 77.187
verified: no, type: map_at_100
value: 77.496
verified: no, type: map_at_1000
value: 77.503
verified: no, type: map_at_3
value: 75.405
verified: no, type: map_at_5
value: 76.539
verified: no, type: mrr_at_1
value: 70.616
verified: no, type: mrr_at_10
value: 77.703
verified: no, type: mrr_at_100
value: 77.97699999999999
verified: no, type: mrr_at_1000
value: 77.984
verified: no, type: mrr_at_3
value: 76.139
verified: no, type: mrr_at_5
value: 77.125
verified: no, type: ndcg_at_1
value: 70.616
verified: no, type: ndcg_at_10
value: 80.741
verified: no, type: ndcg_at_100
value: 82.123
verified: no, type: ndcg_at_1000
value: 82.32300000000001
verified: no, type: ndcg_at_3
value: 77.35600000000001
verified: no, type: ndcg_at_5
value: 79.274
verified: no, type: precision_at_1
value: 70.616
verified: no, type: precision_at_10
value: 9.696
verified: no, type: precision_at_100
value: 1.038
verified: no, type: precision_at_1000
value: 0.106
verified: no, type: precision_at_3
value: 29.026000000000003
verified: no, type: precision_at_5
value: 18.433
verified: no, type: recall_at_1
value: 68.32300000000001
verified: no, type: recall_at_10
value: 91.186
verified: no, type: recall_at_100
value: 97.439
verified: no, type: recall_at_1000
value: 99.004
verified: no, type: recall_at_3
value: 82.218
verified: no, type: recall_at_5
value: 86.797
verified: no, task: type: Retrieval
dataset: type: mteb/msmarco
name: MTEB MSMARCO
config: default
split: dev
revision: c5a29a104738b98a9e76336939199e264163d4a0
metrics: type: map_at_1
value: 21.496000000000002
verified: no, type: map_at_10
value: 33.82
verified: no, type: map_at_100
value: 35.013
verified: no, type: map_at_1000
value: 35.063
verified: no, type: map_at_3
value: 29.910999999999998
verified: no, type: map_at_5
value: 32.086
verified: no, type: mrr_at_1
value: 22.092
verified: no, type: mrr_at_10
value: 34.404
verified: no, type: mrr_at_100
value: 35.534
verified: no, type: mrr_at_1000
value: 35.577999999999996
verified: no, type: mrr_at_3
value: 30.544
verified: no, type: mrr_at_5
value: 32.711
verified: no, type: ndcg_at_1
value: 22.092
verified: no, type: ndcg_at_10
value: 40.877
verified: no, type: ndcg_at_100
value: 46.619
verified: no, type: ndcg_at_1000
value: 47.823
verified: no, type: ndcg_at_3
value: 32.861000000000004
verified: no, type: ndcg_at_5
value: 36.769
verified: no, type: precision_at_1
value: 22.092
verified: no, type: precision_at_10
value: 6.54
verified: no, type: precision_at_100
value: 0.943
verified: no, type: precision_at_1000
value: 0.105
verified: no, type: precision_at_3
value: 14.069
verified: no, type: precision_at_5
value: 10.424
verified: no, type: recall_at_1
value: 21.496000000000002
verified: no, type: recall_at_10
value: 62.67
verified: no, type: recall_at_100
value: 89.24499999999999
verified: no, type: recall_at_1000
value: 98.312
verified: no, type: recall_at_3
value: 40.796
verified: no, type: recall_at_5
value: 50.21600000000001
verified: no, task: type: Classification
dataset: type: mteb/mtop_domain
name: MTEB MTOPDomainClassification (en)
config: en
split: test
revision: d80d48c1eb48d3562165c59d59d0034df9fff0bf
metrics: type: accuracy
value: 95.74555403556772
verified: no, type: f1
value: 95.61381879323093
verified: no, task: type: Classification
dataset: type: mteb/mtop_intent
name: MTEB MTOPIntentClassification (en)
config: en
split: test
revision: ae001d0e6b1228650b7bd1c2c65fb50ad11a8aba
metrics: type: accuracy
value: 85.82763337893297
verified: no, type: f1
value: 63.17139719465236
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: 78.51714862138535
verified: no, type: f1
value: 76.3995118440293
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: 74.78143913920646
verified: no, type: f1
value: 72.6141122227626
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: 80.03698722259583
verified: no, type: f1
value: 79.36511484240766
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: 76.98722259583053
verified: no, type: f1
value: 76.5974920207624
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: 51.800000000000004
verified: no, type: map_at_10
value: 57.938
verified: no, type: map_at_100
value: 58.494
verified: no, type: map_at_1000
value: 58.541
verified: no, type: map_at_3
value: 56.617
verified: no, type: map_at_5
value: 57.302
verified: no, type: mrr_at_1
value: 51.800000000000004
verified: no, type: mrr_at_10
value: 57.938
verified: no, type: mrr_at_100
value: 58.494
verified: no, type: mrr_at_1000
value: 58.541
verified: no, type: mrr_at_3
value: 56.617
verified: no, type: mrr_at_5
value: 57.302
verified: no, type: ndcg_at_1
value: 51.800000000000004
verified: no, type: ndcg_at_10
value: 60.891
verified: no, type: ndcg_at_100
value: 63.897000000000006
verified: no, type: ndcg_at_1000
value: 65.231
verified: no, type: ndcg_at_3
value: 58.108000000000004
verified: no, type: ndcg_at_5
value: 59.343
verified: no, type: precision_at_1
value: 51.800000000000004
verified: no, type: precision_at_10
value: 7.02
verified: no, type: precision_at_100
value: 0.8500000000000001
verified: no, type: precision_at_1000
value: 0.096
verified: no, type: precision_at_3
value: 20.8
verified: no, type: precision_at_5
value: 13.08
verified: no, type: recall_at_1
value: 51.800000000000004
verified: no, type: recall_at_10
value: 70.19999999999999
verified: no, type: recall_at_100
value: 85
verified: no, type: recall_at_1000
value: 95.7
verified: no, type: recall_at_3
value: 62.4
verified: no, type: recall_at_5
value: 65.4
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: 38.68901889835701
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: 38.0740589898848
verified: no, task: type: Reranking
dataset: type: mteb/mind_small
name: MTEB MindSmallReranking
config: default
split: test
revision: 3bdac13927fdc888b903db93b2ffdbd90b295a69
metrics: type: map
value: 33.41312482460189
verified: no, type: mrr
value: 34.713530863302495
verified: no, task: type: Classification
dataset: type: C-MTEB/MultilingualSentiment-classification
name: MTEB MultilingualSentiment
config: default
split: validation
revision: 46958b007a63fdbf239b7672c25d0bea67b5ea1a
metrics: type: accuracy
value: 80.39333333333335
verified: no, type: f1
value: 80.42683132366277
verified: no, task: type: Retrieval
dataset: type: mteb/nfcorpus
name: MTEB NFCorpus
config: default
split: test
revision: ec0fa4fe99da2ff19ca1214b7966684033a58814
metrics: type: map_at_1
value: 6.232
verified: no, type: map_at_10
value: 13.442000000000002
verified: no, type: map_at_100
value: 17.443
verified: no, type: map_at_1000
value: 19.1
verified: no, type: map_at_3
value: 9.794
verified: no, type: map_at_5
value: 11.375
verified: no, type: mrr_at_1
value: 50.15500000000001
verified: no, type: mrr_at_10
value: 58.628
verified: no, type: mrr_at_100
value: 59.077
verified: no, type: mrr_at_1000
value: 59.119
verified: no, type: mrr_at_3
value: 56.914
verified: no, type: mrr_at_5
value: 57.921
verified: no, type: ndcg_at_1
value: 48.762
verified: no, type: ndcg_at_10
value: 37.203
verified: no, type: ndcg_at_100
value: 34.556
verified: no, type: ndcg_at_1000
value: 43.601
verified: no, type: ndcg_at_3
value: 43.004
verified: no, type: ndcg_at_5
value: 40.181
verified: no, type: precision_at_1
value: 50.15500000000001
verified: no, type: precision_at_10
value: 27.276
verified: no, type: precision_at_100
value: 8.981
verified: no, type: precision_at_1000
value: 2.228
verified: no, type: precision_at_3
value: 39.628
verified: no, type: precision_at_5
value: 33.808
verified: no, type: recall_at_1
value: 6.232
verified: no, type: recall_at_10
value: 18.137
verified: no, type: recall_at_100
value: 36.101
verified: no, type: recall_at_1000
value: 68.733
verified: no, type: recall_at_3
value: 10.978
verified: no, type: recall_at_5
value: 13.718
verified: no, task: type: Retrieval
dataset: type: mteb/nq
name: MTEB NQ
config: default
split: test
revision: b774495ed302d8c44a3a7ea25c90dbce03968f31
metrics: type: map_at_1
value: 35.545
verified: no, type: map_at_10
value: 52.083
verified: no, type: map_at_100
value: 52.954
verified: no, type: map_at_1000
value: 52.96999999999999
verified: no, type: map_at_3
value: 47.508
verified: no, type: map_at_5
value: 50.265
verified: no, type: mrr_at_1
value: 40.122
verified: no, type: mrr_at_10
value: 54.567
verified: no, type: mrr_at_100
value: 55.19199999999999
verified: no, type: mrr_at_1000
value: 55.204
verified: no, type: mrr_at_3
value: 51.043000000000006
verified: no, type: mrr_at_5
value: 53.233
verified: no, type: ndcg_at_1
value: 40.122
verified: no, type: ndcg_at_10
value: 60.012
verified: no, type: ndcg_at_100
value: 63.562
verified: no, type: ndcg_at_1000
value: 63.94
verified: no, type: ndcg_at_3
value: 51.681
verified: no, type: ndcg_at_5
value: 56.154
verified: no, type: precision_at_1
value: 40.122
verified: no, type: precision_at_10
value: 9.774
verified: no, type: precision_at_100
value: 1.176
verified: no, type: precision_at_1000
value: 0.121
verified: no, type: precision_at_3
value: 23.426
verified: no, type: precision_at_5
value: 16.686
verified: no, type: recall_at_1
value: 35.545
verified: no, type: recall_at_10
value: 81.557
verified: no, type: recall_at_100
value: 96.729
verified: no, type: recall_at_1000
value: 99.541
verified: no, type: recall_at_3
value: 60.185
verified: no, type: recall_at_5
value: 70.411
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: 70.7634001082837
verified: no, type: cos_sim_ap
value: 74.97527385556558
verified: no, type: cos_sim_f1
value: 72.77277277277277
verified: no, type: cos_sim_precision
value: 69.17221693625119
verified: no, type: cos_sim_recall
value: 76.76874340021119
verified: no, type: dot_accuracy
value: 70.7634001082837
verified: no, type: dot_ap
value: 74.97527385556558
verified: no, type: dot_f1
value: 72.77277277277277
verified: no, type: dot_precision
value: 69.17221693625119
verified: no, type: dot_recall
value: 76.76874340021119
verified: no, type: euclidean_accuracy
value: 70.7634001082837
verified: no, type: euclidean_ap
value: 74.97527385556558
verified: no, type: euclidean_f1
value: 72.77277277277277
verified: no, type: euclidean_precision
value: 69.17221693625119
verified: no, type: euclidean_recall
value: 76.76874340021119
verified: no, type: manhattan_accuracy
value: 69.89713048186248
verified: no, type: manhattan_ap
value: 74.25943370061067
verified: no, type: manhattan_f1
value: 72.17268887846082
verified: no, type: manhattan_precision
value: 64.94932432432432
verified: no, type: manhattan_recall
value: 81.20380147835269
verified: no, type: max_accuracy
value: 70.7634001082837
verified: no, type: max_ap
value: 74.97527385556558
verified: no, type: max_f1
value: 72.77277277277277
verified: no, task: type: Classification
dataset: type: C-MTEB/OnlineShopping-classification
name: MTEB OnlineShopping
config: default
split: test
revision: e610f2ebd179a8fda30ae534c3878750a96db120
metrics: type: accuracy
value: 92.92000000000002
verified: no, type: ap
value: 91.98475625106201
verified: no, type: f1
value: 92.91841470541901
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: 41.23764415526825
verified: no, type: cos_sim_spearman
value: 46.872669471694664
verified: no, type: euclidean_pearson
value: 46.434144530918566
verified: no, type: euclidean_spearman
value: 46.872669471694664
verified: no, type: manhattan_pearson
value: 46.39678126910133
verified: no, type: manhattan_spearman
value: 46.55877754642116
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: 28.77503601696299
verified: no, type: cos_sim_spearman
value: 31.818095557325606
verified: no, type: euclidean_pearson
value: 29.811479220397125
verified: no, type: euclidean_spearman
value: 31.817046821577673
verified: no, type: manhattan_pearson
value: 29.901628633314214
verified: no, type: manhattan_spearman
value: 31.991472038092084
verified: no, task: type: Retrieval
dataset: type: mteb/quora
name: MTEB QuoraRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 68.908
verified: no, type: map_at_10
value: 83.19
verified: no, type: map_at_100
value: 83.842
verified: no, type: map_at_1000
value: 83.858
verified: no, type: map_at_3
value: 80.167
verified: no, type: map_at_5
value: 82.053
verified: no, type: mrr_at_1
value: 79.46
verified: no, type: mrr_at_10
value: 86.256
verified: no, type: mrr_at_100
value: 86.37
verified: no, type: mrr_at_1000
value: 86.371
verified: no, type: mrr_at_3
value: 85.177
verified: no, type: mrr_at_5
value: 85.908
verified: no, type: ndcg_at_1
value: 79.5
verified: no, type: ndcg_at_10
value: 87.244
verified: no, type: ndcg_at_100
value: 88.532
verified: no, type: ndcg_at_1000
value: 88.626
verified: no, type: ndcg_at_3
value: 84.161
verified: no, type: ndcg_at_5
value: 85.835
verified: no, type: precision_at_1
value: 79.5
verified: no, type: precision_at_10
value: 13.339
verified: no, type: precision_at_100
value: 1.53
verified: no, type: precision_at_1000
value: 0.157
verified: no, type: precision_at_3
value: 36.97
verified: no, type: precision_at_5
value: 24.384
verified: no, type: recall_at_1
value: 68.908
verified: no, type: recall_at_10
value: 95.179
verified: no, type: recall_at_100
value: 99.579
verified: no, type: recall_at_1000
value: 99.964
verified: no, type: recall_at_3
value: 86.424
verified: no, type: recall_at_5
value: 91.065
verified: no, task: type: Clustering
dataset: type: mteb/reddit-clustering
name: MTEB RedditClustering
config: default
split: test
revision: 24640382cdbf8abc73003fb0fa6d111a705499eb
metrics: type: v_measure
value: 65.17897847862794
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: 66.22194961632586
verified: no, task: type: Retrieval
dataset: type: mteb/scidocs
name: MTEB SCIDOCS
config: default
split: test
revision: None
metrics: type: map_at_1
value: 5.668
verified: no, type: map_at_10
value: 13.921
verified: no, type: map_at_100
value: 16.391
verified: no, type: map_at_1000
value: 16.749
verified: no, type: map_at_3
value: 10.001999999999999
verified: no, type: map_at_5
value: 11.974
verified: no, type: mrr_at_1
value: 27.800000000000004
verified: no, type: mrr_at_10
value: 39.290000000000006
verified: no, type: mrr_at_100
value: 40.313
verified: no, type: mrr_at_1000
value: 40.355999999999995
verified: no, type: mrr_at_3
value: 35.667
verified: no, type: mrr_at_5
value: 37.742
verified: no, type: ndcg_at_1
value: 27.800000000000004
verified: no, type: ndcg_at_10
value: 23.172
verified: no, type: ndcg_at_100
value: 32.307
verified: no, type: ndcg_at_1000
value: 38.048
verified: no, type: ndcg_at_3
value: 22.043
verified: no, type: ndcg_at_5
value: 19.287000000000003
verified: no, type: precision_at_1
value: 27.800000000000004
verified: no, type: precision_at_10
value: 11.95
verified: no, type: precision_at_100
value: 2.5260000000000002
verified: no, type: precision_at_1000
value: 0.38999999999999996
verified: no, type: precision_at_3
value: 20.433
verified: no, type: precision_at_5
value: 16.84
verified: no, type: recall_at_1
value: 5.668
verified: no, type: recall_at_10
value: 24.22
verified: no, type: recall_at_100
value: 51.217
verified: no, type: recall_at_1000
value: 79.10000000000001
verified: no, type: recall_at_3
value: 12.443
verified: no, type: recall_at_5
value: 17.068
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: 82.83535239748218
verified: no, type: cos_sim_spearman
value: 73.98553311584509
verified: no, type: euclidean_pearson
value: 79.57336200069007
verified: no, type: euclidean_spearman
value: 73.98553926018461
verified: no, type: manhattan_pearson
value: 79.02277757114132
verified: no, type: manhattan_spearman
value: 73.52350678760683
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: 81.99055838690317
verified: no, type: cos_sim_spearman
value: 72.05290668592296
verified: no, type: euclidean_pearson
value: 81.7130610313565
verified: no, type: euclidean_spearman
value: 72.0529066787229
verified: no, type: manhattan_pearson
value: 82.09213883730894
verified: no, type: manhattan_spearman
value: 72.5171577483134
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: 84.4685161191763
verified: no, type: cos_sim_spearman
value: 84.4847436140129
verified: no, type: euclidean_pearson
value: 84.05016757016948
verified: no, type: euclidean_spearman
value: 84.48474353891532
verified: no, type: manhattan_pearson
value: 83.83064062713048
verified: no, type: manhattan_spearman
value: 84.30431591842805
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: 83.00171021092486
verified: no, type: cos_sim_spearman
value: 77.91329577609622
verified: no, type: euclidean_pearson
value: 81.49758593915315
verified: no, type: euclidean_spearman
value: 77.91329577609622
verified: no, type: manhattan_pearson
value: 81.23255996803785
verified: no, type: manhattan_spearman
value: 77.80027024941825
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: 86.62608607472492
verified: no, type: cos_sim_spearman
value: 87.62293916855751
verified: no, type: euclidean_pearson
value: 87.04313886714989
verified: no, type: euclidean_spearman
value: 87.62293907119869
verified: no, type: manhattan_pearson
value: 86.97266321040769
verified: no, type: manhattan_spearman
value: 87.61807042381702
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: 80.8012095789289
verified: no, type: cos_sim_spearman
value: 81.91868918081325
verified: no, type: euclidean_pearson
value: 81.2267973811213
verified: no, type: euclidean_spearman
value: 81.91868918081325
verified: no, type: manhattan_pearson
value: 81.0173457901168
verified: no, type: manhattan_spearman
value: 81.79743115887055
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: 88.39698537303725
verified: no, type: cos_sim_spearman
value: 88.78668529808967
verified: no, type: euclidean_pearson
value: 88.78863351718252
verified: no, type: euclidean_spearman
value: 88.78668529808967
verified: no, type: manhattan_pearson
value: 88.41678215762478
verified: no, type: manhattan_spearman
value: 88.3827998418763
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: 68.49024974161408
verified: no, type: cos_sim_spearman
value: 69.19917146180619
verified: no, type: euclidean_pearson
value: 70.48882819806336
verified: no, type: euclidean_spearman
value: 69.19917146180619
verified: no, type: manhattan_pearson
value: 70.86827961779932
verified: no, type: manhattan_spearman
value: 69.38456983992613
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: 67.41628669863584
verified: no, type: cos_sim_spearman
value: 67.87238206703478
verified: no, type: euclidean_pearson
value: 67.67834985311778
verified: no, type: euclidean_spearman
value: 67.87238206703478
verified: no, type: manhattan_pearson
value: 68.23423896742973
verified: no, type: manhattan_spearman
value: 68.27069260687092
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: 77.31628954400037
verified: no, type: cos_sim_spearman
value: 76.83296022489624
verified: no, type: euclidean_pearson
value: 76.69680425261211
verified: no, type: euclidean_spearman
value: 76.83287843321102
verified: no, type: manhattan_pearson
value: 76.65603163327958
verified: no, type: manhattan_spearman
value: 76.80803503360451
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: 84.31376078795105
verified: no, type: cos_sim_spearman
value: 83.3985199217591
verified: no, type: euclidean_pearson
value: 84.06630133719332
verified: no, type: euclidean_spearman
value: 83.3985199217591
verified: no, type: manhattan_pearson
value: 83.7896654474364
verified: no, type: manhattan_spearman
value: 83.1885039212299
verified: no, task: type: Reranking
dataset: type: mteb/scidocs-reranking
name: MTEB SciDocsRR
config: default
split: test
revision: d3c5e1fc0b855ab6097bf1cda04dd73947d7caab
metrics: type: map
value: 85.83161002188668
verified: no, type: mrr
value: 96.19253114351153
verified: no, task: type: Retrieval
dataset: type: mteb/scifact
name: MTEB SciFact
config: default
split: test
revision: 0228b52cf27578f30900b9e5271d331663a030d7
metrics: type: map_at_1
value: 48.132999999999996
verified: no, type: map_at_10
value: 58.541
verified: no, type: map_at_100
value: 59.34
verified: no, type: map_at_1000
value: 59.367999999999995
verified: no, type: map_at_3
value: 55.191
verified: no, type: map_at_5
value: 57.084
verified: no, type: mrr_at_1
value: 51
verified: no, type: mrr_at_10
value: 59.858
verified: no, type: mrr_at_100
value: 60.474000000000004
verified: no, type: mrr_at_1000
value: 60.501000000000005
verified: no, type: mrr_at_3
value: 57.111000000000004
verified: no, type: mrr_at_5
value: 58.694
verified: no, type: ndcg_at_1
value: 51
verified: no, type: ndcg_at_10
value: 63.817
verified: no, type: ndcg_at_100
value: 67.229
verified: no, type: ndcg_at_1000
value: 67.94
verified: no, type: ndcg_at_3
value: 57.896
verified: no, type: ndcg_at_5
value: 60.785999999999994
verified: no, type: precision_at_1
value: 51
verified: no, type: precision_at_10
value: 8.933
verified: no, type: precision_at_100
value: 1.0699999999999998
verified: no, type: precision_at_1000
value: 0.11299999999999999
verified: no, type: precision_at_3
value: 23.111
verified: no, type: precision_at_5
value: 15.733
verified: no, type: recall_at_1
value: 48.132999999999996
verified: no, type: recall_at_10
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verified: no, type: recall_at_100
value: 94.167
verified: no, type: recall_at_1000
value: 99.667
verified: no, type: recall_at_3
value: 62.806
verified: no, type: recall_at_5
value: 70.078
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: 99.88415841584158
verified: no, type: cos_sim_ap
value: 97.72557886493401
verified: no, type: cos_sim_f1
value: 94.1294530858003
verified: no, type: cos_sim_precision
value: 94.46122860020141
verified: no, type: cos_sim_recall
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verified: no, type: dot_accuracy
value: 99.88415841584158
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
value: 99.88415841584158
verified: no, type: euclidean_ap
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verified: no, type: euclidean_f1
value: 94.1294530858003
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: 97.73324334051959
verified: no, type: max_f1
value: 94.1825476429288
verified: no, task: type: Clustering
dataset: type: mteb/stackexchange-clustering
name: MTEB StackExchangeClustering
config: default
split: test
revision: 6cbc1f7b2bc0622f2e39d2c77fa502909748c259
metrics: type: v_measure
value: 72.8168026381278
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: 44.30948635130784
verified: no, task: type: Reranking
dataset: type: mteb/stackoverflowdupquestions-reranking
name: MTEB StackOverflowDupQuestions
config: default
split: test
revision: e185fbe320c72810689fc5848eb6114e1ef5ec69
metrics: type: map
value: 54.11268548719803
verified: no, type: mrr
value: 55.08079747050335
verified: no, task: type: Summarization
dataset: type: mteb/summeval
name: MTEB SummEval
config: default
split: test
revision: cda12ad7615edc362dbf25a00fdd61d3b1eaf93c
metrics: type: cos_sim_pearson
value: 30.82885852096243
verified: no, type: cos_sim_spearman
value: 30.800770979226076
verified: no, type: dot_pearson
value: 30.82885608827704
verified: no, type: dot_spearman
value: 30.800770979226076
verified: no, task: type: Reranking
dataset: type: C-MTEB/T2Reranking
name: MTEB T2Reranking
config: default
split: dev
revision: 76631901a18387f85eaa53e5450019b87ad58ef9
metrics: type: map
value: 66.73038448968596
verified: no, type: mrr
value: 77.26510193334836
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: 28.157
verified: no, type: map_at_10
value: 79.00399999999999
verified: no, type: map_at_100
value: 82.51899999999999
verified: no, type: map_at_1000
value: 82.577
verified: no, type: map_at_3
value: 55.614
verified: no, type: map_at_5
value: 68.292
verified: no, type: mrr_at_1
value: 91.167
verified: no, type: mrr_at_10
value: 93.391
verified: no, type: mrr_at_100
value: 93.467
verified: no, type: mrr_at_1000
value: 93.47
verified: no, type: mrr_at_3
value: 93.001
verified: no, type: mrr_at_5
value: 93.254
verified: no, type: ndcg_at_1
value: 91.167
verified: no, type: ndcg_at_10
value: 86.155
verified: no, type: ndcg_at_100
value: 89.425
verified: no, type: ndcg_at_1000
value: 89.983
verified: no, type: ndcg_at_3
value: 87.516
verified: no, type: ndcg_at_5
value: 86.148
verified: no, type: precision_at_1
value: 91.167
verified: no, type: precision_at_10
value: 42.697
verified: no, type: precision_at_100
value: 5.032
verified: no, type: precision_at_1000
value: 0.516
verified: no, type: precision_at_3
value: 76.45100000000001
verified: no, type: precision_at_5
value: 64.051
verified: no, type: recall_at_1
value: 28.157
verified: no, type: recall_at_10
value: 84.974
verified: no, type: recall_at_100
value: 95.759
verified: no, type: recall_at_1000
value: 98.583
verified: no, type: recall_at_3
value: 57.102
verified: no, type: recall_at_5
value: 71.383
verified: no, task: type: Classification
dataset: type: C-MTEB/TNews-classification
name: MTEB TNews
config: default
split: validation
revision: 317f262bf1e6126357bbe89e875451e4b0938fe4
metrics: type: accuracy
value: 55.031
verified: no, type: f1
value: 53.07992810732314
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: 0.20400000000000001
verified: no, type: map_at_10
value: 1.27
verified: no, type: map_at_100
value: 7.993
verified: no, type: map_at_1000
value: 20.934
verified: no, type: map_at_3
value: 0.469
verified: no, type: map_at_5
value: 0.716
verified: no, type: mrr_at_1
value: 76
verified: no, type: mrr_at_10
value: 84.967
verified: no, type: mrr_at_100
value: 84.967
verified: no, type: mrr_at_1000
value: 84.967
verified: no, type: mrr_at_3
value: 83.667
verified: no, type: mrr_at_5
value: 84.967
verified: no, type: ndcg_at_1
value: 69
verified: no, type: ndcg_at_10
value: 59.243
verified: no, type: ndcg_at_100
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verified: no, type: ndcg_at_1000
value: 46.966
verified: no, type: ndcg_at_3
value: 64.14
verified: no, type: ndcg_at_5
value: 61.60600000000001
verified: no, type: precision_at_1
value: 76
verified: no, type: precision_at_10
value: 62.6
verified: no, type: precision_at_100
value: 50.18
verified: no, type: precision_at_1000
value: 21.026
verified: no, type: precision_at_3
value: 68.667
verified: no, type: precision_at_5
value: 66
verified: no, type: recall_at_1
value: 0.20400000000000001
verified: no, type: recall_at_10
value: 1.582
verified: no, type: recall_at_100
value: 11.988
verified: no, type: recall_at_1000
value: 44.994
verified: no, type: recall_at_3
value: 0.515
verified: no, type: recall_at_5
value: 0.844
verified: no, task: type: Clustering
dataset: type: C-MTEB/ThuNewsClusteringP2P
name: MTEB ThuNewsClusteringP2P
config: default
split: test
revision: 5798586b105c0434e4f0fe5e767abe619442cf93
metrics: type: v_measure
value: 72.80915114296552
verified: no, task: type: Clustering
dataset: type: C-MTEB/ThuNewsClusteringS2S
name: MTEB ThuNewsClusteringS2S
config: default
split: test
revision: 8a8b2caeda43f39e13c4bc5bea0f8a667896e10d
metrics: type: v_measure
value: 70.86374654127641
verified: no, task: type: Retrieval
dataset: type: mteb/touche2020
name: MTEB Touche2020
config: default
split: test
revision: a34f9a33db75fa0cbb21bb5cfc3dae8dc8bec93f
metrics: type: map_at_1
value: 3.3009999999999997
verified: no, type: map_at_10
value: 11.566
verified: no, type: map_at_100
value: 17.645
verified: no, type: map_at_1000
value: 19.206
verified: no, type: map_at_3
value: 6.986000000000001
verified: no, type: map_at_5
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verified: no, type: mrr_at_1
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verified: no, type: mrr_at_10
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verified: no, type: mrr_at_100
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verified: no, type: mrr_at_1000
value: 59.111000000000004
verified: no, type: mrr_at_3
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verified: no, type: mrr_at_5
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verified: no, type: ndcg_at_1
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verified: no, type: ndcg_at_10
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verified: no, type: ndcg_at_100
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verified: no, type: ndcg_at_1000
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verified: no, type: ndcg_at_3
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verified: no, type: ndcg_at_5
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verified: no, type: precision_at_1
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verified: no, type: precision_at_10
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verified: no, type: precision_at_100
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verified: no, type: precision_at_1000
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verified: no, type: precision_at_3
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verified: no, type: precision_at_5
value: 30.203999999999997
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: 49.36
verified: no, type: recall_at_1000
value: 83.673
verified: no, type: recall_at_3
value: 8.049000000000001
verified: no, type: recall_at_5
value: 11.379999999999999
verified: no, task: type: Classification
dataset: type: mteb/toxic_conversations_50k
name: MTEB ToxicConversationsClassification
config: default
split: test
revision: d7c0de2777da35d6aae2200a62c6e0e5af397c4c
metrics: type: accuracy
value: 88.7576
verified: no, type: ap
value: 35.52110634325751
verified: no, type: f1
value: 74.14476947482417
verified: no, task: type: Classification
dataset: type: mteb/tweet_sentiment_extraction
name: MTEB TweetSentimentExtractionClassification
config: default
split: test
revision: d604517c81ca91fe16a244d1248fc021f9ecee7a
metrics: type: accuracy
value: 73.52009054895304
verified: no, type: f1
value: 73.81407409876577
verified: no, task: type: Clustering
dataset: type: mteb/twentynewsgroups-clustering
name: MTEB TwentyNewsgroupsClustering
config: default
split: test
revision: 6125ec4e24fa026cec8a478383ee943acfbd5449
metrics: type: v_measure
value: 54.35358706465052
verified: no, task: type: PairClassification
dataset: type: mteb/twittersemeval2015-pairclassification
name: MTEB TwitterSemEval2015
config: default
split: test
revision: 70970daeab8776df92f5ea462b6173c0b46fd2d1
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verified: no, type: cos_sim_ap
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verified: no, type: cos_sim_f1
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verified: no, type: cos_sim_precision
value: 56.676882661996494
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: 61.952620244077536
verified: no, task: type: PairClassification
dataset: type: mteb/twitterurlcorpus-pairclassification
name: MTEB TwitterURLCorpus
config: default
split: test
revision: 8b6510b0b1fa4e4c4f879467980e9be563ec1cdf
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verified: no, type: cos_sim_ap
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verified: no, type: cos_sim_f1
value: 76.27737226277372
verified: no, type: cos_sim_precision
value: 73.86757068667052
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
value: 84.05164646221583
verified: no, type: max_f1
value: 76.31392706820128
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: 63.6
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: 73.057
verified: no, type: map_at_3
value: 70.833
verified: no, type: map_at_5
value: 72.05799999999999
verified: no, type: mrr_at_1
value: 63.6
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: 73.057
verified: no, type: mrr_at_3
value: 70.833
verified: no, type: mrr_at_5
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verified: no, type: ndcg_at_1
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verified: no, type: ndcg_at_10
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verified: no, type: ndcg_at_100
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verified: no, type: ndcg_at_1000
value: 78.696
verified: no, type: ndcg_at_3
value: 73.093
verified: no, type: ndcg_at_5
value: 75.288
verified: no, type: precision_at_1
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verified: no, type: precision_at_10
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verified: no, type: precision_at_100
value: 0.975
verified: no, type: precision_at_1000
value: 0.099
verified: no, type: precision_at_3
value: 26.533
verified: no, type: precision_at_5
value: 16.98
verified: no, type: recall_at_1
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verified: no, type: recall_at_10
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verified: no, type: recall_at_100
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verified: no, type: recall_at_1000
value: 98.9
verified: no, type: recall_at_3
value: 79.60000000000001
verified: no, type: recall_at_5
value: 84.89999999999999
verified: no, task: type: Classification
dataset: type: C-MTEB/waimai-classification
name: MTEB Waimai
config: default
split: test
revision: 339287def212450dcaa9df8c22bf93e9980c7023
metrics: type: accuracy
value: 89.39999999999999
verified: no, type: ap
value: 75.52087544076016
verified: no, type: f1
value: 87.7629629899278
verified: no
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Created: 2025-10-13 12:45:46