Model: MesTruck/KaLM-embedding-multilingual-mini-instruct-v1-GGUF
Author: MesTruck
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, gguf, feature-extraction, sentence-similarity, mteb, arxiv:2501.01028, license:mit, model-index, endpoints_compatible, region:us, conversational
Card metadata: license: mit
model-index: name: KaLM-Embedding
results: dataset: config: en-ext
name: MTEB AmazonCounterfactualClassification (en-ext)
revision: e8379541af4e31359cca9fbcf4b00f2671dba205
split: test
type: mteb/amazon_counterfactual
metrics: type: accuracy
value: 94.35532233883059
verified: no, type: ap
value: 60.40219300665376
verified: no, type: ap_weighted
value: 60.40219300665376
verified: no, type: f1
value: 86.52001470357649
verified: no, type: f1_weighted
value: 94.65531755022661
verified: no, type: main_score
value: 94.35532233883059
verified: no
task: type: Classification, dataset: config: en
name: MTEB AmazonCounterfactualClassification (en)
revision: e8379541af4e31359cca9fbcf4b00f2671dba205
split: test
type: mteb/amazon_counterfactual
metrics: type: accuracy
value: 91.71641791044776
verified: no, type: ap
value: 68.4050364584575
verified: no, type: ap_weighted
value: 68.4050364584575
verified: no, type: f1
value: 87.91854774634491
verified: no, type: f1_weighted
value: 92.0430596057422
verified: no, type: main_score
value: 91.71641791044776
verified: no
task: type: Classification, dataset: config: default
name: MTEB AmazonPolarityClassification
revision: e2d317d38cd51312af73b3d32a06d1a08b442046
split: test
type: mteb/amazon_polarity
metrics: type: accuracy
value: 96.49945000000001
verified: no, type: ap
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verified: no, type: ap_weighted
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verified: no, type: f1
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verified: no, type: f1_weighted
value: 96.49855824500422
verified: no, type: main_score
value: 96.49945000000001
verified: no
task: type: Classification, dataset: config: en
name: MTEB AmazonReviewsClassification (en)
revision: 1399c76144fd37290681b995c656ef9b2e06e26d
split: test
type: mteb/amazon_reviews_multi
metrics: type: accuracy
value: 61.242
verified: no, type: f1
value: 59.353696237560094
verified: no, type: f1_weighted
value: 59.35369623756011
verified: no, type: main_score
value: 61.242
verified: no
task: type: Classification, dataset: config: default
name: MTEB ArguAna
revision: c22ab2a51041ffd869aaddef7af8d8215647e41a
split: test
type: mteb/arguana
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verified: no, type: recall_at_1
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verified: no, type: recall_at_100
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verified: no, type: recall_at_1000
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verified: no, type: recall_at_3
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verified: no, type: recall_at_5
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verified: no
task: type: Retrieval, dataset: config: default
name: MTEB ArxivClusteringP2P
revision: a122ad7f3f0291bf49cc6f4d32aa80929df69d5d
split: test
type: mteb/arxiv-clustering-p2p
metrics: type: main_score
value: 48.009758343820856
verified: no, type: v_measure
value: 48.009758343820856
verified: no, type: v_measure_std
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verified: no
task: type: Clustering, dataset: config: default
name: MTEB ArxivClusteringS2S
revision: f910caf1a6075f7329cdf8c1a6135696f37dbd53
split: test
type: mteb/arxiv-clustering-s2s
metrics: type: main_score
value: 39.401811401341035
verified: no, type: v_measure
value: 39.401811401341035
verified: no, type: v_measure_std
value: 14.736655369522248
verified: no
task: type: Clustering, dataset: config: default
name: MTEB AskUbuntuDupQuestions
revision: 2000358ca161889fa9c082cb41daa8dcfb161a54
split: test
type: mteb/askubuntudupquestions-reranking
metrics: type: main_score
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verified: no, type: map
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verified: no, type: mrr
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verified: no, type: nAUC_map_diff1
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verified: no, type: nAUC_mrr_std
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verified: no
task: type: Reranking, dataset: config: default
name: MTEB BIOSSES
revision: d3fb88f8f02e40887cd149695127462bbcf29b4a
split: test
type: mteb/biosses-sts
metrics: type: cosine_pearson
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verified: no, type: cosine_spearman
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verified: no, type: euclidean_pearson
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verified: no, type: euclidean_spearman
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verified: no, type: main_score
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verified: no, type: manhattan_pearson
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verified: no, type: manhattan_spearman
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verified: no, type: pearson
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verified: no, type: spearman
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verified: no
task: type: STS, dataset: config: default
name: MTEB Banking77Classification
revision: 0fd18e25b25c072e09e0d92ab615fda904d66300
split: test
type: mteb/banking77
metrics: type: accuracy
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verified: no, type: f1
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verified: no, type: f1_weighted
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verified: no, type: main_score
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task: type: Classification, dataset: config: default
name: MTEB BiorxivClusteringP2P
revision: 65b79d1d13f80053f67aca9498d9402c2d9f1f40
split: test
type: mteb/biorxiv-clustering-p2p
metrics: type: main_score
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verified: no, type: v_measure
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verified: no, type: v_measure_std
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task: type: Clustering, dataset: config: default
name: MTEB BiorxivClusteringS2S
revision: 258694dd0231531bc1fd9de6ceb52a0853c6d908
split: test
type: mteb/biorxiv-clustering-s2s
metrics: type: main_score
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verified: no, type: v_measure
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verified: no
task: type: Clustering, dataset: config: default
name: MTEB CQADupstackAndroidRetrieval
revision: f46a197baaae43b4f621051089b82a364682dfeb
split: test
type: mteb/cqadupstack-android
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verified: no, type: nauc_recall_at_20_diff1
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verified: no, type: nauc_recall_at_3_std
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verified: no, type: nauc_recall_at_5_diff1
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verified: no, type: nauc_recall_at_5_std
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verified: no, type: ndcg_at_1
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verified: no, type: ndcg_at_10
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verified: no, type: ndcg_at_100
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verified: no, type: ndcg_at_1000
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verified: no, type: ndcg_at_20
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verified: no, type: ndcg_at_3
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verified: no, type: ndcg_at_5
value: 88.249
verified: no, type: precision_at_1
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verified: no, type: precision_at_10
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verified: no, type: precision_at_100
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verified: no, type: precision_at_1000
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verified: no, type: precision_at_20
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verified: no, type: precision_at_3
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verified: no, type: precision_at_5
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verified: no, type: recall_at_1
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verified: no, type: recall_at_10
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verified: no, type: recall_at_100
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verified: no, type: recall_at_1000
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verified: no, type: recall_at_20
value: 98.188
verified: no, type: recall_at_3
value: 88.466
verified: no, type: recall_at_5
value: 92.83200000000001
verified: no
task: type: Retrieval, dataset: config: default
name: MTEB RedditClustering
revision: 24640382cdbf8abc73003fb0fa6d111a705499eb
split: test
type: mteb/reddit-clustering
metrics: type: main_score
value: 55.165421795067815
verified: no, type: v_measure
value: 55.165421795067815
verified: no, type: v_measure_std
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verified: no
task: type: Clustering, dataset: config: default
name: MTEB RedditClusteringP2P
revision: 385e3cb46b4cfa89021f56c4380204149d0efe33
split: test
type: mteb/reddit-clustering-p2p
metrics: type: main_score
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verified: no, type: v_measure
value: 64.40104113698271
verified: no, type: v_measure_std
value: 13.302523246335362
verified: no
task: type: Clustering, dataset: config: default
name: MTEB SCIDOCS
revision: f8c2fcf00f625baaa80f62ec5bd9e1fff3b8ae88
split: test
type: mteb/scidocs
metrics: type: main_score
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verified: no, type: map_at_1
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verified: no, type: map_at_10
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verified: no, type: map_at_100
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verified: no, type: map_at_1000
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verified: no, type: map_at_20
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verified: no, type: map_at_3
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verified: no, type: map_at_5
value: 10.392
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: 35.73520785942911
verified: no, type: mrr_at_20
value: 35.22774876654128
verified: no, type: mrr_at_3
value: 31.166666666666664
verified: no, type: mrr_at_5
value: 33.281666666666624
verified: no, type: nauc_map_at_1000_diff1
value: 17.399043123319522
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verified: no, type: nauc_ndcg_at_1000_diff1
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verified: no, type: nauc_recall_at_20_diff1
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verified: no, type: nauc_recall_at_20_std
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verified: no, type: nauc_recall_at_3_diff1
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verified: no, type: nauc_recall_at_3_max
value: 30.03567479942994
verified: no, type: nauc_recall_at_3_std
value: 10.168877039526405
verified: no, type: nauc_recall_at_5_diff1
value: 14.617283448905278
verified: no, type: nauc_recall_at_5_max
value: 31.260794318671316
verified: no, type: nauc_recall_at_5_std
value: 15.292480271424239
verified: no, type: ndcg_at_1
value: 24
verified: no, type: ndcg_at_10
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verified: no, type: ndcg_at_100
value: 28.327999999999996
verified: no, type: ndcg_at_1000
value: 33.489999999999995
verified: no, type: ndcg_at_20
value: 23.236
verified: no, type: ndcg_at_3
value: 19.36
verified: no, type: ndcg_at_5
value: 16.866
verified: no, type: precision_at_1
value: 24
verified: no, type: precision_at_10
value: 10.58
verified: no, type: precision_at_100
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verified: no, type: precision_at_1000
value: 0.344
verified: no, type: precision_at_20
value: 6.9
verified: no, type: precision_at_3
value: 17.967
verified: no, type: precision_at_5
value: 14.74
verified: no, type: recall_at_1
value: 4.868
verified: no, type: recall_at_10
value: 21.47
verified: no, type: recall_at_100
value: 44.622
verified: no, type: recall_at_1000
value: 69.777
verified: no, type: recall_at_20
value: 28.028
verified: no, type: recall_at_3
value: 10.933
verified: no, type: recall_at_5
value: 14.948
verified: no
task: type: Retrieval, dataset: config: default
name: MTEB SICK-R
revision: 20a6d6f312dd54037fe07a32d58e5e168867909d
split: test
type: mteb/sickr-sts
metrics: type: cosine_pearson
value: 83.56937382314794
verified: no, type: cosine_spearman
value: 79.63245426461405
verified: no, type: euclidean_pearson
value: 81.23038281326936
verified: no, type: euclidean_spearman
value: 79.63246287500021
verified: no, type: main_score
value: 79.63245426461405
verified: no, type: manhattan_pearson
value: 81.22715334724163
verified: no, type: manhattan_spearman
value: 79.47235517811446
verified: no, type: pearson
value: 83.56937382314794
verified: no, type: spearman
value: 79.63245426461405
verified: no
task: type: STS, dataset: config: default
name: MTEB STS12
revision: a0d554a64d88156834ff5ae9920b964011b16384
split: test
type: mteb/sts12-sts
metrics: type: cosine_pearson
value: 87.94074172378106
verified: no, type: cosine_spearman
value: 81.49535893255212
verified: no, type: euclidean_pearson
value: 85.67127466141365
verified: no, type: euclidean_spearman
value: 81.49519105826656
verified: no, type: main_score
value: 81.49535893255212
verified: no, type: manhattan_pearson
value: 85.7939378777207
verified: no, type: manhattan_spearman
value: 81.68788285150019
verified: no, type: pearson
value: 87.94074172378106
verified: no, type: spearman
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verified: no
task: type: STS, dataset: config: default
name: MTEB STS13
revision: 7e90230a92c190f1bf69ae9002b8cea547a64cca
split: test
type: mteb/sts13-sts
metrics: type: cosine_pearson
value: 83.13868249088958
verified: no, type: cosine_spearman
value: 84.49255715794354
verified: no, type: euclidean_pearson
value: 83.94702761019037
verified: no, type: euclidean_spearman
value: 84.49261181536836
verified: no, type: main_score
value: 84.49255715794354
verified: no, type: manhattan_pearson
value: 84.05461037469608
verified: no, type: manhattan_spearman
value: 84.58504951653568
verified: no, type: pearson
value: 83.13868249088958
verified: no, type: spearman
value: 84.49255715794354
verified: no
task: type: STS, dataset: config: default
name: MTEB STS14
revision: 6031580fec1f6af667f0bd2da0a551cf4f0b2375
split: test
type: mteb/sts14-sts
metrics: type: cosine_pearson
value: 80.86639951141099
verified: no, type: cosine_spearman
value: 80.05601661201852
verified: no, type: euclidean_pearson
value: 80.97495767233256
verified: no, type: euclidean_spearman
value: 80.05600716279979
verified: no, type: main_score
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verified: no, type: manhattan_pearson
value: 80.68673997093622
verified: no, type: manhattan_spearman
value: 79.895855702411
verified: no, type: pearson
value: 80.86639951141099
verified: no, type: spearman
value: 80.05601661201852
verified: no
task: type: STS, dataset: config: default
name: MTEB STS15
revision: ae752c7c21bf194d8b67fd573edf7ae58183cbe3
split: test
type: mteb/sts15-sts
metrics: type: cosine_pearson
value: 84.13791770600066
verified: no, type: cosine_spearman
value: 86.54345663501209
verified: no, type: euclidean_pearson
value: 85.62978165451675
verified: no, type: euclidean_spearman
value: 86.54346234593214
verified: no, type: main_score
value: 86.54345663501209
verified: no, type: manhattan_pearson
value: 85.3032964455555
verified: no, type: manhattan_spearman
value: 86.30088652823572
verified: no, type: pearson
value: 84.13791770600066
verified: no, type: spearman
value: 86.54345663501209
verified: no
task: type: STS, dataset: config: default
name: MTEB STS16
revision: 4d8694f8f0e0100860b497b999b3dbed754a0513
split: test
type: mteb/sts16-sts
metrics: type: cosine_pearson
value: 84.40315982722548
verified: no, type: cosine_spearman
value: 85.40751435377788
verified: no, type: euclidean_pearson
value: 84.35271010578505
verified: no, type: euclidean_spearman
value: 85.40751373941698
verified: no, type: main_score
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verified: no, type: manhattan_pearson
value: 84.17785174793401
verified: no, type: manhattan_spearman
value: 85.23156904732424
verified: no, type: pearson
value: 84.40315982722548
verified: no, type: spearman
value: 85.40751435377788
verified: no
task: type: STS, dataset: config: en-ar
name: MTEB STS17 (en-ar)
revision: faeb762787bd10488a50c8b5be4a3b82e411949c
split: test
type: mteb/sts17-crosslingual-sts
metrics: type: cosine_pearson
value: 59.98924365555529
verified: no, type: cosine_spearman
value: 60.12821686053337
verified: no, type: euclidean_pearson
value: 60.90431312863765
verified: no, type: euclidean_spearman
value: 60.12821686053337
verified: no, type: main_score
value: 60.12821686053337
verified: no, type: manhattan_pearson
value: 59.05369093717122
verified: no, type: manhattan_spearman
value: 57.65837693471568
verified: no, type: pearson
value: 59.98924365555529
verified: no, type: spearman
value: 60.12821686053337
verified: no
task: type: STS, dataset: config: en-de
name: MTEB STS17 (en-de)
revision: faeb762787bd10488a50c8b5be4a3b82e411949c
split: test
type: mteb/sts17-crosslingual-sts
metrics: type: cosine_pearson
value: 74.95271349225828
verified: no, type: cosine_spearman
value: 75.43839974308261
verified: no, type: euclidean_pearson
value: 75.68179466828151
verified: no, type: euclidean_spearman
value: 75.43839974308261
verified: no, type: main_score
value: 75.43839974308261
verified: no, type: manhattan_pearson
value: 75.4848070012919
verified: no, type: manhattan_spearman
value: 74.92507658877852
verified: no, type: pearson
value: 74.95271349225828
verified: no, type: spearman
value: 75.43839974308261
verified: no
task: type: STS, dataset: config: en-en
name: MTEB STS17 (en-en)
revision: faeb762787bd10488a50c8b5be4a3b82e411949c
split: test
type: mteb/sts17-crosslingual-sts
metrics: type: cosine_pearson
value: 86.18555151297676
verified: no, type: cosine_spearman
value: 86.40304228488033
verified: no, type: euclidean_pearson
value: 86.8788548303146
verified: no, type: euclidean_spearman
value: 86.40304228488033
verified: no, type: main_score
value: 86.40304228488033
verified: no, type: manhattan_pearson
value: 86.79312171236047
verified: no, type: manhattan_spearman
value: 86.26008520753594
verified: no, type: pearson
value: 86.18555151297676
verified: no, type: spearman
value: 86.40304228488033
verified: no
task: type: STS, dataset: config: en-tr
name: MTEB STS17 (en-tr)
revision: faeb762787bd10488a50c8b5be4a3b82e411949c
split: test
type: mteb/sts17-crosslingual-sts
metrics: type: cosine_pearson
value: 54.99479996647493
verified: no, type: cosine_spearman
value: 53.67766339389046
verified: no, type: euclidean_pearson
value: 55.32473081178422
verified: no, type: euclidean_spearman
value: 53.67766339389046
verified: no, type: main_score
value: 53.67766339389046
verified: no, type: manhattan_pearson
value: 54.66604584985125
verified: no, type: manhattan_spearman
value: 52.48322788533404
verified: no, type: pearson
value: 54.99479996647493
verified: no, type: spearman
value: 53.67766339389046
verified: no
task: type: STS, dataset: config: es-en
name: MTEB STS17 (es-en)
revision: faeb762787bd10488a50c8b5be4a3b82e411949c
split: test
type: mteb/sts17-crosslingual-sts
metrics: type: cosine_pearson
value: 76.65184590191937
verified: no, type: cosine_spearman
value: 78.04569100389011
verified: no, type: euclidean_pearson
value: 77.11425698246029
verified: no, type: euclidean_spearman
value: 78.04569100389011
verified: no, type: main_score
value: 78.04569100389011
verified: no, type: manhattan_pearson
value: 77.34799982307821
verified: no, type: manhattan_spearman
value: 78.22975685912238
verified: no, type: pearson
value: 76.65184590191937
verified: no, type: spearman
value: 78.04569100389011
verified: no
task: type: STS, dataset: config: fr-en
name: MTEB STS17 (fr-en)
revision: faeb762787bd10488a50c8b5be4a3b82e411949c
split: test
type: mteb/sts17-crosslingual-sts
metrics: type: cosine_pearson
value: 76.30743924244035
verified: no, type: cosine_spearman
value: 75.2110676227775
verified: no, type: euclidean_pearson
value: 77.10837892816058
verified: no, type: euclidean_spearman
value: 75.2110676227775
verified: no, type: main_score
value: 75.2110676227775
verified: no, type: manhattan_pearson
value: 76.814009334774
verified: no, type: manhattan_spearman
value: 74.96159426113054
verified: no, type: pearson
value: 76.30743924244035
verified: no, type: spearman
value: 75.2110676227775
verified: no
task: type: STS, dataset: config: it-en
name: MTEB STS17 (it-en)
revision: faeb762787bd10488a50c8b5be4a3b82e411949c
split: test
type: mteb/sts17-crosslingual-sts
metrics: type: cosine_pearson
value: 75.11771819741416
verified: no, type: cosine_spearman
value: 74.96778304560281
verified: no, type: euclidean_pearson
value: 75.56941540554674
verified: no, type: euclidean_spearman
value: 74.96778304560281
verified: no, type: main_score
value: 74.96778304560281
verified: no, type: manhattan_pearson
value: 75.18422319871718
verified: no, type: manhattan_spearman
value: 74.45788102060328
verified: no, type: pearson
value: 75.11771819741416
verified: no, type: spearman
value: 74.96778304560281
verified: no
task: type: STS, dataset: config: nl-en
name: MTEB STS17 (nl-en)
revision: faeb762787bd10488a50c8b5be4a3b82e411949c
split: test
type: mteb/sts17-crosslingual-sts
metrics: type: cosine_pearson
value: 72.42454093118816
verified: no, type: cosine_spearman
value: 71.9097547231894
verified: no, type: euclidean_pearson
value: 73.04051728705643
verified: no, type: euclidean_spearman
value: 71.9097547231894
verified: no, type: main_score
value: 71.9097547231894
verified: no, type: manhattan_pearson
value: 72.5487755597775
verified: no, type: manhattan_spearman
value: 71.080265405627
verified: no, type: pearson
value: 72.42454093118816
verified: no, type: spearman
value: 71.9097547231894
verified: no
task: type: STS, dataset: config: en
name: MTEB STS22 (en)
revision: de9d86b3b84231dc21f76c7b7af1f28e2f57f6e3
split: test
type: mteb/sts22-crosslingual-sts
metrics: type: cosine_pearson
value: 69.3881685924264
verified: no, type: cosine_spearman
value: 69.37162939123382
verified: no, type: euclidean_pearson
value: 70.5377770359738
verified: no, type: euclidean_spearman
value: 69.37162939123382
verified: no, type: main_score
value: 69.37162939123382
verified: no, type: manhattan_pearson
value: 70.86501303890763
verified: no, type: manhattan_spearman
value: 69.54018077011284
verified: no, type: pearson
value: 69.3881685924264
verified: no, type: spearman
value: 69.37162939123382
verified: no
task: type: STS, dataset: config: de-en
name: MTEB STS22 (de-en)
revision: de9d86b3b84231dc21f76c7b7af1f28e2f57f6e3
split: test
type: mteb/sts22-crosslingual-sts
metrics: type: cosine_pearson
value: 64.64985744446284
verified: no, type: cosine_spearman
value: 63.89323074678119
verified: no, type: euclidean_pearson
value: 66.9623010036117
verified: no, type: euclidean_spearman
value: 63.89323074678119
verified: no, type: main_score
value: 63.89323074678119
verified: no, type: manhattan_pearson
value: 68.60076281156398
verified: no, type: manhattan_spearman
value: 64.80183430943912
verified: no, type: pearson
value: 64.64985744446284
verified: no, type: spearman
value: 63.89323074678119
verified: no
task: type: STS, dataset: config: es-en
name: MTEB STS22 (es-en)
revision: de9d86b3b84231dc21f76c7b7af1f28e2f57f6e3
split: test
type: mteb/sts22-crosslingual-sts
metrics: type: cosine_pearson
value: 78.95094282575697
verified: no, type: cosine_spearman
value: 80.66341954222823
verified: no, type: euclidean_pearson
value: 79.7677956183949
verified: no, type: euclidean_spearman
value: 80.66341954222823
verified: no, type: main_score
value: 80.66341954222823
verified: no, type: manhattan_pearson
value: 81.52201735972797
verified: no, type: manhattan_spearman
value: 81.65309541429473
verified: no, type: pearson
value: 78.95094282575697
verified: no, type: spearman
value: 80.66341954222823
verified: no
task: type: STS, dataset: config: pl-en
name: MTEB STS22 (pl-en)
revision: de9d86b3b84231dc21f76c7b7af1f28e2f57f6e3
split: test
type: mteb/sts22-crosslingual-sts
metrics: type: cosine_pearson
value: 77.99167158750629
verified: no, type: cosine_spearman
value: 77.00326330683939
verified: no, type: euclidean_pearson
value: 77.60571751826936
verified: no, type: euclidean_spearman
value: 77.00326330683939
verified: no, type: main_score
value: 77.00326330683939
verified: no, type: manhattan_pearson
value: 78.19839585217989
verified: no, type: manhattan_spearman
value: 78.44894390841364
verified: no, type: pearson
value: 77.99167158750629
verified: no, type: spearman
value: 77.00326330683939
verified: no
task: type: STS, dataset: config: zh-en
name: MTEB STS22 (zh-en)
revision: de9d86b3b84231dc21f76c7b7af1f28e2f57f6e3
split: test
type: mteb/sts22-crosslingual-sts
metrics: type: cosine_pearson
value: 77.21035942564082
verified: no, type: cosine_spearman
value: 76.57212143103963
verified: no, type: euclidean_pearson
value: 78.03973868360728
verified: no, type: euclidean_spearman
value: 76.57212143103963
verified: no, type: main_score
value: 76.57212143103963
verified: no, type: manhattan_pearson
value: 78.16591898142042
verified: no, type: manhattan_spearman
value: 76.83958214147293
verified: no, type: pearson
value: 77.21035942564082
verified: no, type: spearman
value: 76.57212143103963
verified: no
task: type: STS, dataset: config: default
name: MTEB STSBenchmark
revision: b0fddb56ed78048fa8b90373c8a3cfc37b684831
split: test
type: mteb/stsbenchmark-sts
metrics: type: cosine_pearson
value: 81.21615375003084
verified: no, type: cosine_spearman
value: 84.2970803211202
verified: no, type: euclidean_pearson
value: 83.54765755364517
verified: no, type: euclidean_spearman
value: 84.2970803211202
verified: no, type: main_score
value: 84.2970803211202
verified: no, type: manhattan_pearson
value: 83.2769664077453
verified: no, type: manhattan_spearman
value: 84.09545601307758
verified: no, type: pearson
value: 81.21615375003084
verified: no, type: spearman
value: 84.2970803211202
verified: no
task: type: STS, dataset: config: default
name: MTEB SciDocsRR
revision: d3c5e1fc0b855ab6097bf1cda04dd73947d7caab
split: test
type: mteb/scidocs-reranking
metrics: type: main_score
value: 80.72245608609909
verified: no, type: map
value: 80.72245608609909
verified: no, type: mrr
value: 94.86804408373035
verified: no, type: nAUC_map_diff1
value: 3.565293868431913
verified: no, type: nAUC_map_max
value: 53.87118155384518
verified: no, type: nAUC_map_std
value: 69.73850807835032
verified: no, type: nAUC_mrr_diff1
value: 48.33938058863373
verified: no, type: nAUC_mrr_max
value: 82.0796869926262
verified: no, type: nAUC_mrr_std
value: 79.20228314778093
verified: no
task: type: Reranking, dataset: config: default
name: MTEB SciFact
revision: 0228b52cf27578f30900b9e5271d331663a030d7
split: test
type: mteb/scifact
metrics: type: main_score
value: 72.604
verified: no, type: map_at_1
value: 57.05
verified: no, type: map_at_10
value: 68.026
verified: no, type: map_at_100
value: 68.54299999999999
verified: no, type: map_at_1000
value: 68.56
verified: no, type: map_at_20
value: 68.329
verified: no, type: map_at_3
value: 65.565
verified: no, type: map_at_5
value: 66.81899999999999
verified: no, type: mrr_at_1
value: 60
verified: no, type: mrr_at_10
value: 68.97116402116401
verified: no, type: mrr_at_100
value: 69.43171438050388
verified: no, type: mrr_at_1000
value: 69.44900642374887
verified: no, type: mrr_at_20
value: 69.25799802049801
verified: no, type: mrr_at_3
value: 67.11111111111111
verified: no, type: mrr_at_5
value: 68.27777777777779
verified: no, type: nauc_map_at_1000_diff1
value: 66.45098144160822
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value: 52.26713946112144
verified: no, type: nauc_map_at_1000_std
value: -3.2435941711161194
verified: no, type: nauc_map_at_100_diff1
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value: 52.277529223166994
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value: -3.236289003540743
verified: no, type: nauc_map_at_10_diff1
value: 66.50847900934123
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value: 52.56336813799116
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value: -3.2225840417202547
verified: no, type: nauc_map_at_1_diff1
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value: -11.167127232139137
verified: no, type: nauc_map_at_20_diff1
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value: 52.31488178119375
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value: -3.528866881477926
verified: no, type: nauc_map_at_3_diff1
value: 67.0124735448113
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verified: no, type: nauc_map_at_3_std
value: -4.688170694240992
verified: no, type: nauc_map_at_5_diff1
value: 66.37338579400031
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value: -4.090110073585303
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verified: no, type: ndcg_at_1
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verified: no, type: ndcg_at_10
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verified: no, type: ndcg_at_100
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verified: no, type: ndcg_at_1000
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verified: no, type: ndcg_at_20
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verified: no, type: ndcg_at_5
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verified: no, type: precision_at_1
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verified: no, type: precision_at_10
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verified: no, type: precision_at_100
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verified: no, type: precision_at_1000
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verified: no, type: precision_at_20
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verified: no, type: precision_at_3
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verified: no, type: precision_at_5
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verified: no, type: recall_at_1
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verified: no, type: recall_at_10
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verified: no, type: recall_at_100
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verified: no, type: recall_at_1000
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verified: no, type: recall_at_20
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verified: no, type: recall_at_3
value: 74.211
verified: no, type: recall_at_5
value: 79.094
verified: no
task: type: Retrieval, dataset: config: default
name: MTEB SprintDuplicateQuestions
revision: d66bd1f72af766a5cc4b0ca5e00c162f89e8cc46
split: test
type: mteb/sprintduplicatequestions-pairclassification
metrics: type: cosine_accuracy
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verified: no, type: cosine_accuracy_threshold
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verified: no, type: cosine_ap
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verified: no, type: cosine_f1
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verified: no, type: cosine_f1_threshold
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verified: no, type: cosine_precision
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verified: no, type: cosine_recall
value: 87
verified: no, type: dot_accuracy
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verified: no, type: dot_accuracy_threshold
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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_f1_threshold
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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_accuracy_threshold
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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_f1_threshold
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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: main_score
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verified: no, type: manhattan_accuracy
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verified: no, type: manhattan_accuracy_threshold
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verified: no, type: manhattan_ap
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verified: no, type: manhattan_f1_threshold
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verified: no, type: manhattan_precision
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verified: no, type: manhattan_recall
value: 88.5
verified: no, type: max_ap
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verified: no, type: max_f1
value: 88.45577211394303
verified: no, type: max_precision
value: 88.77551020408163
verified: no, type: max_recall
value: 88.5
verified: no, type: similarity_accuracy
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verified: no, type: similarity_accuracy_threshold
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verified: no, type: similarity_ap
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verified: no, type: similarity_f1
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verified: no, type: similarity_f1_threshold
value: 89.08973932266235
verified: no, type: similarity_precision
value: 88.77551020408163
verified: no, type: similarity_recall
value: 87
verified: no
task: type: PairClassification, dataset: config: default
name: MTEB StackExchangeClustering
revision: 6cbc1f7b2bc0622f2e39d2c77fa502909748c259
split: test
type: mteb/stackexchange-clustering
metrics: type: main_score
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verified: no, type: v_measure
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verified: no, type: v_measure_std
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verified: no
task: type: Clustering, dataset: config: default
name: MTEB StackExchangeClusteringP2P
revision: 815ca46b2622cec33ccafc3735d572c266efdb44
split: test
type: mteb/stackexchange-clustering-p2p
metrics: type: main_score
value: 35.594885571404724
verified: no, type: v_measure
value: 35.594885571404724
verified: no, type: v_measure_std
value: 1.5163847345337254
verified: no
task: type: Clustering, dataset: config: default
name: MTEB StackOverflowDupQuestions
revision: e185fbe320c72810689fc5848eb6114e1ef5ec69
split: test
type: mteb/stackoverflowdupquestions-reranking
metrics: type: main_score
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verified: no, type: map
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verified: no, type: mrr
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task: type: Reranking, dataset: config: default
name: MTEB SummEval
revision: cda12ad7615edc362dbf25a00fdd61d3b1eaf93c
split: test
type: mteb/summeval
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verified: no, type: dot_pearson
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verified: no, type: pearson
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verified: no, type: spearman
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task: type: Summarization, dataset: config: default
name: MTEB TRECCOVID
revision: bb9466bac8153a0349341eb1b22e06409e78ef4e
split: test
type: mteb/trec-covid
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verified: no, type: map_at_1000
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verified: no, type: mrr_at_1000
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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: precision_at_1
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verified: no, type: precision_at_1000
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verified: no, type: recall_at_1
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verified: no, type: recall_at_3
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verified: no, type: recall_at_5
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verified: no
task: type: Retrieval, dataset: config: default
name: MTEB Touche2020
revision: a34f9a33db75fa0cbb21bb5cfc3dae8dc8bec93f
split: test
type: mteb/touche2020
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verified: no, type: nauc_recall_at_20_diff1
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verified: no, type: nauc_recall_at_3_diff1
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verified: no, type: nauc_recall_at_3_std
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verified: no, type: nauc_recall_at_5_diff1
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verified: no, type: nauc_recall_at_5_std
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verified: no, type: ndcg_at_1
value: 40.816
verified: no, type: ndcg_at_10
value: 31.186999999999998
verified: no, type: ndcg_at_100
value: 42.742000000000004
verified: no, type: ndcg_at_1000
value: 53.230999999999995
verified: no, type: ndcg_at_20
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verified: no, type: ndcg_at_3
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verified: no, type: ndcg_at_5
value: 32.038
verified: no, type: precision_at_1
value: 44.897999999999996
verified: no, type: precision_at_10
value: 27.143
verified: no, type: precision_at_100
value: 8.735
verified: no, type: precision_at_1000
value: 1.59
verified: no, type: precision_at_20
value: 19.898
verified: no, type: precision_at_3
value: 34.694
verified: no, type: precision_at_5
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verified: no, type: recall_at_1
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verified: no, type: recall_at_10
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verified: no, type: recall_at_100
value: 52.888999999999996
verified: no, type: recall_at_1000
value: 85.172
verified: no, type: recall_at_20
value: 27.025
verified: no, type: recall_at_3
value: 7.774
verified: no, type: recall_at_5
value: 11.571
verified: no
task: type: Retrieval, dataset: config: default
name: MTEB ToxicConversationsClassification
revision: edfaf9da55d3dd50d43143d90c1ac476895ae6de
split: test
type: mteb/toxic_conversations_50k
metrics: type: accuracy
value: 89.0380859375
verified: no, type: ap
value: 34.26536468203791
verified: no, type: ap_weighted
value: 34.26536468203791
verified: no, type: f1
value: 73.86921962038298
verified: no, type: f1_weighted
value: 90.61132302248866
verified: no, type: main_score
value: 89.0380859375
verified: no
task: type: Classification, dataset: config: default
name: MTEB TweetSentimentExtractionClassification
revision: d604517c81ca91fe16a244d1248fc021f9ecee7a
split: test
type: mteb/tweet_sentiment_extraction
metrics: type: accuracy
value: 76.49405772495754
verified: no, type: f1
value: 76.73610452546936
verified: no, type: f1_weighted
value: 76.14362047024868
verified: no, type: main_score
value: 76.49405772495754
verified: no
task: type: Classification, dataset: config: default
name: MTEB TwentyNewsgroupsClustering
revision: 6125ec4e24fa026cec8a478383ee943acfbd5449
split: test
type: mteb/twentynewsgroups-clustering
metrics: type: main_score
value: 49.554702818248735
verified: no, type: v_measure
value: 49.554702818248735
verified: no, type: v_measure_std
value: 0.9278298624304031
verified: no
task: type: Clustering, dataset: config: default
name: MTEB TwitterSemEval2015
revision: 70970daeab8776df92f5ea462b6173c0b46fd2d1
split: test
type: mteb/twittersemeval2015-pairclassification
metrics: type: cosine_accuracy
value: 85.29534481730941
verified: no, type: cosine_accuracy_threshold
value: 90.6567394733429
verified: no, type: cosine_ap
value: 71.59976408272617
verified: no, type: cosine_f1
value: 66.54452180285818
verified: no, type: cosine_f1_threshold
value: 88.94971013069153
verified: no, type: cosine_precision
value: 61.95133045258131
verified: no, type: cosine_recall
value: 71.87335092348285
verified: no, type: dot_accuracy
value: 85.29534481730941
verified: no, type: dot_accuracy_threshold
value: 90.65674543380737
verified: no, type: dot_ap
value: 71.5997871796046
verified: no, type: dot_f1
value: 66.54452180285818
verified: no, type: dot_f1_threshold
value: 88.94971013069153
verified: no, type: dot_precision
value: 61.95133045258131
verified: no, type: dot_recall
value: 71.87335092348285
verified: no, type: euclidean_accuracy
value: 85.29534481730941
verified: no, type: euclidean_accuracy_threshold
value: 43.2279109954834
verified: no, type: euclidean_ap
value: 71.59977967634174
verified: no, type: euclidean_f1
value: 66.54452180285818
verified: no, type: euclidean_f1_threshold
value: 47.01125621795654
verified: no, type: euclidean_precision
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verified: no, type: euclidean_recall
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verified: no, type: main_score
value: 71.5997871796046
verified: no, type: manhattan_accuracy
value: 85.1820945341837
verified: no, type: manhattan_accuracy_threshold
value: 1019.9851989746094
verified: no, type: manhattan_ap
value: 71.22149639016482
verified: no, type: manhattan_f1
value: 66.31834750911301
verified: no, type: manhattan_f1_threshold
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verified: no, type: manhattan_precision
value: 61.46396396396396
verified: no, type: manhattan_recall
value: 72.00527704485488
verified: no, type: max_ap
value: 71.5997871796046
verified: no, type: max_f1
value: 66.54452180285818
verified: no, type: max_precision
value: 61.95133045258131
verified: no, type: max_recall
value: 72.00527704485488
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value: 85.29534481730941
verified: no, type: similarity_accuracy_threshold
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verified: no, type: similarity_ap
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verified: no, type: similarity_f1
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verified: no, type: similarity_f1_threshold
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verified: no, type: similarity_precision
value: 61.95133045258131
verified: no, type: similarity_recall
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verified: no
task: type: PairClassification, dataset: config: default
name: MTEB TwitterURLCorpus
revision: 8b6510b0b1fa4e4c4f879467980e9be563ec1cdf
split: test
type: mteb/twitterurlcorpus-pairclassification
metrics: type: cosine_accuracy
value: 89.19936352699189
verified: no, type: cosine_accuracy_threshold
value: 87.72701621055603
verified: no, type: cosine_ap
value: 86.32764736710979
verified: no, type: cosine_f1
value: 78.40269966254218
verified: no, type: cosine_f1_threshold
value: 86.80565357208252
verified: no, type: cosine_precision
value: 76.41426692004093
verified: no, type: cosine_recall
value: 80.49738219895288
verified: no, type: dot_accuracy
value: 89.19936352699189
verified: no, type: dot_accuracy_threshold
value: 87.72701621055603
verified: no, type: dot_ap
value: 86.32762879051161
verified: no, type: dot_f1
value: 78.40269966254218
verified: no, type: dot_f1_threshold
value: 86.80565357208252
verified: no, type: dot_precision
value: 76.41426692004093
verified: no, type: dot_recall
value: 80.49738219895288
verified: no, type: euclidean_accuracy
value: 89.19936352699189
verified: no, type: euclidean_accuracy_threshold
value: 49.54388439655304
verified: no, type: euclidean_ap
value: 86.3276630523782
verified: no, type: euclidean_f1
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verified: no, type: euclidean_f1_threshold
value: 51.36992931365967
verified: no, type: euclidean_precision
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verified: no, type: euclidean_recall
value: 80.49738219895288
verified: no, type: main_score
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verified: no, type: manhattan_accuracy
value: 89.16637559669344
verified: no, type: manhattan_accuracy_threshold
value: 1150.1700401306152
verified: no, type: manhattan_ap
value: 86.28674414277404
verified: no, type: manhattan_f1
value: 78.34183768482997
verified: no, type: manhattan_f1_threshold
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verified: no, type: manhattan_precision
value: 75.87475651107424
verified: no, type: manhattan_recall
value: 80.97474591931014
verified: no, type: max_ap
value: 86.3276630523782
verified: no, type: max_f1
value: 78.40269966254218
verified: no, type: max_precision
value: 76.41426692004093
verified: no, type: max_recall
value: 80.97474591931014
verified: no, type: similarity_accuracy
value: 89.19936352699189
verified: no, type: similarity_accuracy_threshold
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verified: no, type: similarity_ap
value: 86.32764736710979
verified: no, type: similarity_f1
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verified: no, type: similarity_f1_threshold
value: 86.80565357208252
verified: no, type: similarity_precision
value: 76.41426692004093
verified: no, type: similarity_recall
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verified: no
task: type: PairClassification, dataset: config: default
name: MTEB AFQMC
revision: b44c3b011063adb25877c13823db83bb193913c4
split: validation
type: C-MTEB/AFQMC
metrics: type: cosine_pearson
value: 38.59465613249044
verified: no, type: cosine_spearman
value: 39.876884773191065
verified: no, type: euclidean_pearson
value: 38.370163017159996
verified: no, type: euclidean_spearman
value: 39.87692498028858
verified: no, type: main_score
value: 39.876884773191065
verified: no, type: manhattan_pearson
value: 38.058013850119785
verified: no, type: manhattan_spearman
value: 39.531271872106856
verified: no, type: pearson
value: 38.59465613249044
verified: no, type: spearman
value: 39.876884773191065
verified: no
task: type: STS, dataset: config: default
name: MTEB ATEC
revision: 0f319b1142f28d00e055a6770f3f726ae9b7d865
split: test
type: C-MTEB/ATEC
metrics: type: cosine_pearson
value: 46.457799031090666
verified: no, type: cosine_spearman
value: 47.170032935367935
verified: no, type: euclidean_pearson
value: 49.399858337266004
verified: no, type: euclidean_spearman
value: 47.17003293450119
verified: no, type: main_score
value: 47.170032935367935
verified: no, type: manhattan_pearson
value: 49.19428772786887
verified: no, type: manhattan_spearman
value: 46.94649743167009
verified: no, type: pearson
value: 46.457799031090666
verified: no, type: spearman
value: 47.170032935367935
verified: no
task: type: STS, dataset: config: zh
name: MTEB AmazonReviewsClassification (zh)
revision: 1399c76144fd37290681b995c656ef9b2e06e26d
split: test
type: mteb/amazon_reviews_multi
metrics: type: accuracy
value: 50.246
verified: no, type: f1
value: 45.84988588370862
verified: no, type: f1_weighted
value: 45.84988588370862
verified: no, type: main_score
value: 50.246
verified: no
task: type: Classification, dataset: config: default
name: MTEB BQ
revision: e3dda5e115e487b39ec7e618c0c6a29137052a55
split: test
type: C-MTEB/BQ
metrics: type: cosine_pearson
value: 53.67950003884396
verified: no, type: cosine_spearman
value: 54.36088598761955
verified: no, type: euclidean_pearson
value: 53.09394654913335
verified: no, type: euclidean_spearman
value: 54.36088252221325
verified: no, type: main_score
value: 54.36088598761955
verified: no, type: manhattan_pearson
value: 52.805415867146955
verified: no, type: manhattan_spearman
value: 54.06705049402532
verified: no, type: pearson
value: 53.67950003884396
verified: no, type: spearman
value: 54.36088598761955
verified: no
task: type: STS, dataset: config: default
name: MTEB CLSClusteringP2P
revision: 4b6227591c6c1a73bc76b1055f3b7f3588e72476
split: test
type: C-MTEB/CLSClusteringP2P
metrics: type: main_score
value: 41.608876653105966
verified: no, type: v_measure
value: 41.608876653105966
verified: no, type: v_measure_std
value: 1.0624705258546963
verified: no
task: type: Clustering, dataset: config: default
name: MTEB CLSClusteringS2S
revision: e458b3f5414b62b7f9f83499ac1f5497ae2e869f
split: test
type: C-MTEB/CLSClusteringS2S
metrics: type: main_score
value: 39.7110966049789
verified: no, type: v_measure
value: 39.7110966049789
verified: no, type: v_measure_std
value: 0.875231943450341
verified: no
task: type: Clustering, dataset: config: default
name: MTEB CMedQAv1
revision: 8d7f1e942507dac42dc58017c1a001c3717da7df
split: test
type: C-MTEB/CMedQAv1-reranking
metrics: type: main_score
value: 81.7193302624052
verified: no, type: map
value: 81.7193302624052
verified: no, type: mrr
value: 84.58841269841271
verified: no, type: nAUC_map_diff1
value: 57.41916975321788
verified: no, type: nAUC_map_max
value: 61.409376634272874
verified: no, type: nAUC_map_std
value: 28.913154318201233
verified: no, type: nAUC_mrr_diff1
value: 64.85350793018186
verified: no, type: nAUC_mrr_max
value: 69.46338529223004
verified: no, type: nAUC_mrr_std
value: 35.373588518165235
verified: no
task: type: Reranking, dataset: config: default
name: MTEB CMedQAv2
revision: 23d186750531a14a0357ca22cd92d712fd512ea0
split: test
type: C-MTEB/CMedQAv2-reranking
metrics: type: main_score
value: 82.59163356780259
verified: no, type: map
value: 82.59163356780259
verified: no, type: mrr
value: 85.54900793650792
verified: no, type: nAUC_map_diff1
value: 61.10665055831455
verified: no, type: nAUC_map_max
value: 60.91441391850925
verified: no, type: nAUC_map_std
value: 21.471788062972436
verified: no, type: nAUC_mrr_diff1
value: 69.95883630916767
verified: no, type: nAUC_mrr_max
value: 71.06959737866757
verified: no, type: nAUC_mrr_std
value: 30.819473605657606
verified: no
task: type: Reranking, dataset: config: default
name: MTEB CmedqaRetrieval
revision: cd540c506dae1cf9e9a59c3e06f42030d54e7301
split: dev
type: C-MTEB/CmedqaRetrieval
metrics: type: main_score
value: 42.631
verified: no, type: map_at_1
value: 24.834
verified: no, type: map_at_10
value: 36.447
verified: no, type: map_at_100
value: 38.04
verified: no, type: map_at_1000
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verified: no, type: map_at_20
value: 37.281
verified: no, type: map_at_3
value: 32.761
verified: no, type: map_at_5
value: 34.871
verified: no, type: mrr_at_1
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verified: no, type: mrr_at_10
value: 45.57554071057435
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verified: no, type: mrr_at_1000
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verified: no, type: mrr_at_20
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verified: no, type: mrr_at_3
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verified: no, type: mrr_at_5
value: 44.58531299491537
verified: no, type: nauc_map_at_1000_diff1
value: 48.47252945149055
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value: 34.62100533042246
verified: no, type: nauc_map_at_1000_std
value: -2.684326419049642
verified: no, type: nauc_map_at_100_diff1
value: 48.43175156549248
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verified: no, type: ndcg_at_100
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verified: no, type: ndcg_at_1000
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verified: no, type: ndcg_at_20
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verified: no, type: ndcg_at_5
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verified: no, type: precision_at_1
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verified: no, type: precision_at_100
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verified: no, type: precision_at_1000
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verified: no, type: precision_at_20
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verified: no, type: recall_at_1
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verified: no, type: recall_at_100
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verified: no, type: recall_at_3
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verified: no, type: recall_at_5
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verified: no
task: type: Retrieval, dataset: config: default
name: MTEB IFlyTek
revision: 421605374b29664c5fc098418fe20ada9bd55f8a
split: validation
type: C-MTEB/IFlyTek-classification
metrics: type: accuracy
value: 49.188149288187766
verified: no, type: f1
value: 35.82742058478872
verified: no, type: f1_weighted
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verified: no, type: main_score
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verified: no
task: type: Classification, dataset: config: default
name: MTEB JDReview
revision: b7c64bd89eb87f8ded463478346f76731f07bf8b
split: test
type: C-MTEB/JDReview-classification
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value: 83.45215759849907
verified: no, type: ap
value: 49.602287249765666
verified: no, type: ap_weighted
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verified: no, type: f1
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verified: no, type: f1_weighted
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verified: no, type: main_score
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verified: no
task: type: Classification, dataset: config: default
name: MTEB LCQMC
revision: 17f9b096f80380fce5ed12a9be8be7784b337daf
split: test
type: C-MTEB/LCQMC
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verified: no, type: cosine_spearman
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verified: no, type: euclidean_pearson
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verified: no, type: euclidean_spearman
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verified: no, type: main_score
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verified: no, type: manhattan_pearson
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verified: no, type: pearson
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verified: no, type: spearman
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verified: no
task: type: STS, dataset: config: default
name: MTEB MMarcoReranking
revision: 8e0c766dbe9e16e1d221116a3f36795fbade07f6
split: dev
type: C-MTEB/Mmarco-reranking
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verified: no, type: map
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verified: no, type: mrr
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verified: no, type: nAUC_map_diff1
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verified: no, type: nAUC_map_max
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verified: no, type: nAUC_mrr_std
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verified: no
task: type: Reranking, dataset: config: default
name: MTEB MMarcoRetrieval
revision: 539bbde593d947e2a124ba72651aafc09eb33fc2
split: dev
type: C-MTEB/MMarcoRetrieval
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verified: no, type: map_at_100
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verified: no, type: map_at_1000
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verified: no, type: map_at_3
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verified: no, type: map_at_5
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verified: no, type: mrr_at_1
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verified: no, type: ndcg_at_1
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verified: no, type: ndcg_at_10
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verified: no, type: ndcg_at_100
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verified: no, type: ndcg_at_1000
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verified: no, type: ndcg_at_20
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verified: no, type: ndcg_at_3
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verified: no, type: ndcg_at_5
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verified: no, type: precision_at_10
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verified: no, type: precision_at_100
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verified: no, type: precision_at_1000
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verified: no, type: precision_at_20
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verified: no, type: precision_at_3
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verified: no, type: precision_at_5
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verified: no, type: recall_at_1
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verified: no, type: recall_at_10
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verified: no, type: recall_at_100
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verified: no, type: recall_at_1000
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verified: no, type: recall_at_20
value: 93.298
verified: no, type: recall_at_3
value: 80.324
verified: no, type: recall_at_5
value: 85.37700000000001
verified: no
task: type: Retrieval, dataset: config: zh-CN
name: MTEB MassiveIntentClassification (zh-CN)
revision: 4672e20407010da34463acc759c162ca9734bca6
split: test
type: mteb/amazon_massive_intent
metrics: type: accuracy
value: 70.94149293880295
verified: no, type: f1
value: 67.43015916458866
verified: no, type: f1_weighted
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verified: no, type: main_score
value: 70.94149293880295
verified: no
task: type: Classification, dataset: config: zh-TW
name: MTEB MassiveIntentClassification (zh-TW)
revision: 4672e20407010da34463acc759c162ca9734bca6
split: test
type: mteb/amazon_massive_intent
metrics: type: accuracy
value: 63.05312710154675
verified: no, type: f1
value: 61.11778922874984
verified: no, type: f1_weighted
value: 61.425454449692396
verified: no, type: main_score
value: 63.05312710154675
verified: no
task: type: Classification, dataset: config: zh-CN
name: MTEB MassiveScenarioClassification (zh-CN)
revision: fad2c6e8459f9e1c45d9315f4953d921437d70f8
split: test
type: mteb/amazon_massive_scenario
metrics: type: accuracy
value: 77.79757901815736
verified: no, type: f1
value: 76.85610655879204
verified: no, type: f1_weighted
value: 77.36623686607157
verified: no, type: main_score
value: 77.79757901815736
verified: no
task: type: Classification, dataset: config: zh-TW
name: MTEB MassiveScenarioClassification (zh-TW)
revision: fad2c6e8459f9e1c45d9315f4953d921437d70f8
split: test
type: mteb/amazon_massive_scenario
metrics: type: accuracy
value: 71.34498991257566
verified: no, type: f1
value: 71.42538497861686
verified: no, type: f1_weighted
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verified: no, type: main_score
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verified: no
task: type: Classification, dataset: config: default
name: MTEB MedicalRetrieval
revision: 2039188fb5800a9803ba5048df7b76e6fb151fc6
split: dev
type: C-MTEB/MedicalRetrieval
metrics: type: main_score
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verified: no, type: map_at_10
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verified: no, type: map_at_100
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verified: no, type: map_at_1000
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verified: no, type: map_at_20
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verified: no, type: map_at_3
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verified: no, type: map_at_5
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verified: no, type: mrr_at_100
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verified: no, type: mrr_at_1000
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verified: no, type: nauc_recall_at_10_diff1
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verified: no, type: nauc_recall_at_1_std
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verified: no, type: nauc_recall_at_20_diff1
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verified: no, type: nauc_recall_at_20_std
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verified: no, type: nauc_recall_at_3_diff1
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verified: no, type: nauc_recall_at_3_std
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verified: no, type: nauc_recall_at_5_diff1
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verified: no, type: nauc_recall_at_5_std
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verified: no, type: ndcg_at_1
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verified: no, type: ndcg_at_10
value: 57.528999999999996
verified: no, type: ndcg_at_100
value: 60.38
verified: no, type: ndcg_at_1000
value: 61.937
verified: no, type: ndcg_at_20
value: 58.518
verified: no, type: ndcg_at_3
value: 54.818999999999996
verified: no, type: ndcg_at_5
value: 56.101
verified: no, type: precision_at_1
value: 48.699999999999996
verified: no, type: precision_at_10
value: 6.65
verified: no, type: precision_at_100
value: 0.8059999999999999
verified: no, type: precision_at_1000
value: 0.093
verified: no, type: precision_at_20
value: 3.5249999999999995
verified: no, type: precision_at_3
value: 19.667
verified: no, type: precision_at_5
value: 12.42
verified: no, type: recall_at_1
value: 48.699999999999996
verified: no, type: recall_at_10
value: 66.5
verified: no, type: recall_at_100
value: 80.60000000000001
verified: no, type: recall_at_1000
value: 93.2
verified: no, type: recall_at_20
value: 70.5
verified: no, type: recall_at_3
value: 59
verified: no, type: recall_at_5
value: 62.1
verified: no
task: type: Retrieval, dataset: config: default
name: MTEB MultilingualSentiment
revision: 46958b007a63fdbf239b7672c25d0bea67b5ea1a
split: test
type: C-MTEB/MultilingualSentiment-classification
metrics: type: accuracy
value: 78.08
verified: no, type: f1
value: 77.44308848942492
verified: no, type: f1_weighted
value: 77.44308848942492
verified: no, type: main_score
value: 78.08
verified: no
task: type: Classification, dataset: config: default
name: MTEB Ocnli
revision: 66e76a618a34d6d565d5538088562851e6daa7ec
split: validation
type: C-MTEB/OCNLI
metrics: type: cosine_accuracy
value: 66.8651867893882
verified: no, type: cosine_accuracy_threshold
value: 84.34688448905945
verified: no, type: cosine_ap
value: 69.83287846115917
verified: no, type: cosine_f1
value: 71.33520074696546
verified: no, type: cosine_f1_threshold
value: 83.85992050170898
verified: no, type: cosine_precision
value: 63.93305439330545
verified: no, type: cosine_recall
value: 80.67581837381204
verified: no, type: dot_accuracy
value: 66.8651867893882
verified: no, type: dot_accuracy_threshold
value: 84.34690237045288
verified: no, type: dot_ap
value: 69.83287846115917
verified: no, type: dot_f1
value: 71.33520074696546
verified: no, type: dot_f1_threshold
value: 83.85992050170898
verified: no, type: dot_precision
value: 63.93305439330545
verified: no, type: dot_recall
value: 80.67581837381204
verified: no, type: euclidean_accuracy
value: 66.8651867893882
verified: no, type: euclidean_accuracy_threshold
value: 55.95196485519409
verified: no, type: euclidean_ap
value: 69.83287846115917
verified: no, type: euclidean_f1
value: 71.33520074696546
verified: no, type: euclidean_f1_threshold
value: 56.81561827659607
verified: no, type: euclidean_precision
value: 63.93305439330545
verified: no, type: euclidean_recall
value: 80.67581837381204
verified: no, type: main_score
value: 69.83287846115917
verified: no, type: manhattan_accuracy
value: 66.0530590146183
verified: no, type: manhattan_accuracy_threshold
value: 1215.458583831787
verified: no, type: manhattan_ap
value: 69.51465499538298
verified: no, type: manhattan_f1
value: 70.56159420289853
verified: no, type: manhattan_f1_threshold
value: 1344.7942733764648
verified: no, type: manhattan_precision
value: 61.77636796193497
verified: no, type: manhattan_recall
value: 82.259767687434
verified: no, type: max_ap
value: 69.83287846115917
verified: no, type: max_f1
value: 71.33520074696546
verified: no, type: max_precision
value: 63.93305439330545
verified: no, type: max_recall
value: 82.259767687434
verified: no, type: similarity_accuracy
value: 66.8651867893882
verified: no, type: similarity_accuracy_threshold
value: 84.34688448905945
verified: no, type: similarity_ap
value: 69.83287846115917
verified: no, type: similarity_f1
value: 71.33520074696546
verified: no, type: similarity_f1_threshold
value: 83.85992050170898
verified: no, type: similarity_precision
value: 63.93305439330545
verified: no, type: similarity_recall
value: 80.67581837381204
verified: no
task: type: PairClassification, dataset: config: default
name: MTEB OnlineShopping
revision: e610f2ebd179a8fda30ae534c3878750a96db120
split: test
type: C-MTEB/OnlineShopping-classification
metrics: type: accuracy
value: 93.66999999999999
verified: no, type: ap
value: 92.68160375501351
verified: no, type: ap_weighted
value: 92.68160375501351
verified: no, type: f1
value: 93.6673524115384
verified: no, type: f1_weighted
value: 93.67269842799493
verified: no, type: main_score
value: 93.66999999999999
verified: no
task: type: Classification, dataset: config: default
name: MTEB PAWSX
revision: 9c6a90e430ac22b5779fb019a23e820b11a8b5e1
split: test
type: C-MTEB/PAWSX
metrics: type: cosine_pearson
value: 14.427978400689973
verified: no, type: cosine_spearman
value: 15.182736434509348
verified: no, type: euclidean_pearson
value: 17.726048874983753
verified: no, type: euclidean_spearman
value: 15.201779286945575
verified: no, type: main_score
value: 15.182736434509348
verified: no, type: manhattan_pearson
value: 17.715716154164234
verified: no, type: manhattan_spearman
value: 15.250986981738777
verified: no, type: pearson
value: 14.427978400689973
verified: no, type: spearman
value: 15.182736434509348
verified: no
task: type: STS, dataset: config: default
name: MTEB QBQTC
revision: 790b0510dc52b1553e8c49f3d2afb48c0e5c48b7
split: test
type: C-MTEB/QBQTC
metrics: type: cosine_pearson
value: 28.677852039385687
verified: no, type: cosine_spearman
value: 30.317414500566187
verified: no, type: euclidean_pearson
value: 28.546943523039168
verified: no, type: euclidean_spearman
value: 30.31773442605619
verified: no, type: main_score
value: 30.317414500566187
verified: no, type: manhattan_pearson
value: 29.06524931618951
verified: no, type: manhattan_spearman
value: 30.85475318983088
verified: no, type: pearson
value: 28.677852039385687
verified: no, type: spearman
value: 30.317414500566187
verified: no
task: type: STS, dataset: config: zh
name: MTEB STS22 (zh)
revision: de9d86b3b84231dc21f76c7b7af1f28e2f57f6e3
split: test
type: mteb/sts22-crosslingual-sts
metrics: type: cosine_pearson
value: 74.25169654144152
verified: no, type: cosine_spearman
value: 74.02188505990078
verified: no, type: euclidean_pearson
value: 71.78459076777199
verified: no, type: euclidean_spearman
value: 74.02188505990078
verified: no, type: main_score
value: 74.02188505990078
verified: no, type: manhattan_pearson
value: 71.38471936226554
verified: no, type: manhattan_spearman
value: 73.72453020549669
verified: no, type: pearson
value: 74.25169654144152
verified: no, type: spearman
value: 74.02188505990078
verified: no
task: type: STS, dataset: config: zh-en
name: MTEB STS22 (zh-en)
revision: de9d86b3b84231dc21f76c7b7af1f28e2f57f6e3
split: test
type: mteb/sts22-crosslingual-sts
metrics: type: cosine_pearson
value: 77.21035942564082
verified: no, type: cosine_spearman
value: 76.57212143103963
verified: no, type: euclidean_pearson
value: 78.03973868360728
verified: no, type: euclidean_spearman
value: 76.57212143103963
verified: no, type: main_score
value: 76.57212143103963
verified: no, type: manhattan_pearson
value: 78.16591898142042
verified: no, type: manhattan_spearman
value: 76.83958214147293
verified: no, type: pearson
value: 77.21035942564082
verified: no, type: spearman
value: 76.57212143103963
verified: no
task: type: STS, dataset: config: default
name: MTEB STSB
revision: 0cde68302b3541bb8b3c340dc0644b0b745b3dc0
split: test
type: C-MTEB/STSB
metrics: type: cosine_pearson
value: 76.73366278962006
verified: no, type: cosine_spearman
value: 78.136597096582
verified: no, type: euclidean_pearson
value: 77.15227584574502
verified: no, type: euclidean_spearman
value: 78.13622498113003
verified: no, type: main_score
value: 78.136597096582
verified: no, type: manhattan_pearson
value: 77.02225035694117
verified: no, type: manhattan_spearman
value: 78.03964720563964
verified: no, type: pearson
value: 76.73366278962006
verified: no, type: spearman
value: 78.136597096582
verified: no
task: type: STS, dataset: config: default
name: MTEB T2Reranking
revision: 76631901a18387f85eaa53e5450019b87ad58ef9
split: dev
type: C-MTEB/T2Reranking
metrics: type: main_score
value: 66.38154648171584
verified: no, type: map
value: 66.38154648171584
verified: no, type: mrr
value: 76.14530606871499
verified: no, type: nAUC_map_diff1
value: -9.806394737932642
verified: no, type: nAUC_map_max
value: 33.96115791248053
verified: no, type: nAUC_map_std
value: -3.643316859964786
verified: no, type: nAUC_mrr_diff1
value: -6.510263484170889
verified: no, type: nAUC_mrr_max
value: 26.441557887574124
verified: no, type: nAUC_mrr_std
value: -4.608018494327204
verified: no
task: type: Reranking, dataset: config: default
name: MTEB T2Retrieval
revision: 8731a845f1bf500a4f111cf1070785c793d10e64
split: dev
type: C-MTEB/T2Retrieval
metrics: type: main_score
value: 84.133
verified: no, type: map_at_1
value: 27.297
verified: no, type: map_at_10
value: 76.494
verified: no, type: map_at_100
value: 80.119
verified: no, type: map_at_1000
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verified: no, type: map_at_20
value: 79.251
verified: no, type: map_at_3
value: 53.864999999999995
verified: no, type: map_at_5
value: 66.143
verified: no, type: mrr_at_1
value: 89.57566193231632
verified: no, type: mrr_at_10
value: 92.13000711126722
verified: no, type: mrr_at_100
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verified: no, type: mrr_at_1000
value: 92.22214774256558
verified: no, type: mrr_at_20
value: 92.18699134744894
verified: no, type: mrr_at_3
value: 91.66228300894257
verified: no, type: mrr_at_5
value: 91.97264597580231
verified: no, type: nauc_map_at_1000_diff1
value: 15.207460819974095
verified: no, type: nauc_map_at_1000_max
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verified: no, type: nauc_map_at_1000_std
value: 21.593634336302127
verified: no, type: nauc_map_at_100_diff1
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verified: no, type: nauc_map_at_100_std
value: 21.534370324932652
verified: no, type: nauc_map_at_10_diff1
value: 19.599553856210008
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value: 30.246318219245573
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value: 5.914404965156733
verified: no, type: nauc_map_at_1_diff1
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verified: no, type: nauc_map_at_1_max
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verified: no, type: nauc_map_at_1_std
value: -35.442050298290376
verified: no, type: nauc_map_at_20_diff1
value: 15.87998380728732
verified: no, type: nauc_map_at_20_max
value: 39.78308211411551
verified: no, type: nauc_map_at_20_std
value: 18.241218939315434
verified: no, type: nauc_map_at_3_diff1
value: 39.155089053329014
verified: no, type: nauc_map_at_3_max
value: -11.970155586820502
verified: no, type: nauc_map_at_3_std
value: -31.83333979404834
verified: no, type: nauc_map_at_5_diff1
value: 31.43539185744996
verified: no, type: nauc_map_at_5_max
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verified: no, type: nauc_map_at_5_std
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verified: no, type: nauc_mrr_at_1000_diff1
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verified: no, type: nauc_mrr_at_1000_max
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verified: no, type: nauc_mrr_at_1000_std
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verified: no, type: nauc_mrr_at_100_diff1
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name: MTEB TNews
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split: validation
type: C-MTEB/TNews-classification
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revision: 5798586b105c0434e4f0fe5e767abe619442cf93
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task: type: Clustering, dataset: config: default
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revision: 8a8b2caeda43f39e13c4bc5bea0f8a667896e10d
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task: type: Clustering, dataset: config: default
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task: type: Retrieval, dataset: config: default
name: MTEB Waimai
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split: test
type: C-MTEB/waimai-classification
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task: type: Classification, dataset: config: default
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revision: 392ba3f5bcc8c51f578786c1fc3dae648662cb9b
split: test
type: lyon-nlp/alloprof
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task: type: Clustering, dataset: config: default
name: MTEB AlloProfClusteringS2S
revision: 392ba3f5bcc8c51f578786c1fc3dae648662cb9b
split: test
type: lyon-nlp/alloprof
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task: type: Clustering, dataset: config: default
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revision: 65393d0d7a08a10b4e348135e824f385d420b0fd
split: test
type: lyon-nlp/mteb-fr-reranking-alloprof-s2p
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task: type: Reranking, dataset: config: default
name: MTEB AlloprofRetrieval
revision: fcf295ea64c750f41fadbaa37b9b861558e1bfbd
split: test
type: lyon-nlp/alloprof
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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: recall_at_1
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verified: no, type: recall_at_10
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verified: no, type: recall_at_100
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verified: no, type: recall_at_1000
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verified: no
task: type: Retrieval, dataset: config: fr
name: MTEB AmazonReviewsClassification (fr)
revision: 1399c76144fd37290681b995c656ef9b2e06e26d
split: test
type: mteb/amazon_reviews_multi
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revision: 5effa1b9b5fa3b0f9e12523e6e43e5f86a6e6d59
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type: maastrichtlawtech/bsard
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verified: no, type: nauc_recall_at_1000_std
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verified: no, type: nauc_recall_at_100_max
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verified: no, type: nauc_recall_at_100_std
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verified: no, type: nauc_recall_at_10_diff1
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verified: no, type: nauc_recall_at_10_max
value: 29.558066061869624
verified: no, type: nauc_recall_at_10_std
value: 12.475956740365447
verified: no, type: nauc_recall_at_1_diff1
value: 32.27835486300824
verified: no, type: nauc_recall_at_1_max
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verified: no, type: nauc_recall_at_1_std
value: 7.524965617228806
verified: no, type: nauc_recall_at_20_diff1
value: 18.081035071003342
verified: no, type: nauc_recall_at_20_max
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verified: no, type: nauc_recall_at_20_std
value: 15.071481920870786
verified: no, type: nauc_recall_at_3_diff1
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verified: no, type: nauc_recall_at_3_max
value: 28.496818992459545
verified: no, type: nauc_recall_at_3_std
value: 3.237333009547214
verified: no, type: nauc_recall_at_5_diff1
value: 17.90483006563107
verified: no, type: nauc_recall_at_5_max
value: 27.89909851354522
verified: no, type: nauc_recall_at_5_std
value: 7.343245149942006
verified: no, type: ndcg_at_1
value: 8.559
verified: no, type: ndcg_at_10
value: 19.828000000000003
verified: no, type: ndcg_at_100
value: 25.468000000000004
verified: no, type: ndcg_at_1000
value: 28.058
verified: no, type: ndcg_at_20
value: 22.122
verified: no, type: ndcg_at_3
value: 15.524
verified: no, type: ndcg_at_5
value: 17.579
verified: no, type: precision_at_1
value: 8.559
verified: no, type: precision_at_10
value: 3.243
verified: no, type: precision_at_100
value: 0.5950000000000001
verified: no, type: precision_at_1000
value: 0.08099999999999999
verified: no, type: precision_at_20
value: 2.072
verified: no, type: precision_at_3
value: 6.907000000000001
verified: no, type: precision_at_5
value: 5.135
verified: no, type: recall_at_1
value: 8.559
verified: no, type: recall_at_10
value: 32.432
verified: no, type: recall_at_100
value: 59.458999999999996
verified: no, type: recall_at_1000
value: 80.631
verified: no, type: recall_at_20
value: 41.441
verified: no, type: recall_at_3
value: 20.721
verified: no, type: recall_at_5
value: 25.676
verified: no
task: type: Retrieval, dataset: config: default
name: MTEB HALClusteringS2S
revision: e06ebbbb123f8144bef1a5d18796f3dec9ae2915
split: test
type: lyon-nlp/clustering-hal-s2s
metrics: type: main_score
value: 26.958035381361377
verified: no, type: v_measure
value: 26.958035381361377
verified: no, type: v_measure_std
value: 2.401353383071989
verified: no
task: type: Clustering, dataset: config: fr
name: MTEB MLSUMClusteringP2P (fr)
revision: b5d54f8f3b61ae17845046286940f03c6bc79bc7
split: test
type: reciTAL/mlsum
metrics: type: main_score
value: 46.15554988136895
verified: no, type: v_measure
value: 46.15554988136895
verified: no, type: v_measure_std
value: 2.459531525134688
verified: no
task: type: Clustering, dataset: config: fr
name: MTEB MLSUMClusteringS2S (fr)
revision: b5d54f8f3b61ae17845046286940f03c6bc79bc7
split: test
type: reciTAL/mlsum
metrics: type: main_score
value: 45.73187202144909
verified: no, type: v_measure
value: 45.73187202144909
verified: no, type: v_measure_std
value: 1.6402520163270633
verified: no
task: type: Clustering, dataset: config: fr
name: MTEB MTOPDomainClassification (fr)
revision: d80d48c1eb48d3562165c59d59d0034df9fff0bf
split: test
type: mteb/mtop_domain
metrics: type: accuracy
value: 95.78766050735986
verified: no, type: f1
value: 95.61497706645892
verified: no, type: f1_weighted
value: 95.79887587161483
verified: no, type: main_score
value: 95.78766050735986
verified: no
task: type: Classification, dataset: config: fr
name: MTEB MTOPIntentClassification (fr)
revision: ae001d0e6b1228650b7bd1c2c65fb50ad11a8aba
split: test
type: mteb/mtop_intent
metrics: type: accuracy
value: 80.8800501096148
verified: no, type: f1
value: 53.9945274705194
verified: no, type: f1_weighted
value: 80.94438738414857
verified: no, type: main_score
value: 80.8800501096148
verified: no
task: type: Classification, dataset: config: fra
name: MTEB MasakhaNEWSClassification (fra)
revision: 18193f187b92da67168c655c9973a165ed9593dd
split: test
type: mteb/masakhanews
metrics: type: accuracy
value: 83.6255924170616
verified: no, type: f1
value: 79.70294641135138
verified: no, type: f1_weighted
value: 83.33457992982105
verified: no, type: main_score
value: 83.6255924170616
verified: no
task: type: Classification, dataset: config: fra
name: MTEB MasakhaNEWSClusteringP2P (fra)
revision: 8ccc72e69e65f40c70e117d8b3c08306bb788b60
split: test
type: masakhane/masakhanews
metrics: type: main_score
value: 77.1970570860131
verified: no, type: v_measure
value: 77.1970570860131
verified: no, type: v_measure_std
value: 22.0055550035463
verified: no
task: type: Clustering, dataset: config: fra
name: MTEB MasakhaNEWSClusteringS2S (fra)
revision: 8ccc72e69e65f40c70e117d8b3c08306bb788b60
split: test
type: masakhane/masakhanews
metrics: type: main_score
value: 65.92601417312947
verified: no, type: v_measure
value: 65.92601417312947
verified: no, type: v_measure_std
value: 30.421071440935687
verified: no
task: type: Clustering, dataset: config: fr
name: MTEB MassiveIntentClassification (fr)
revision: 4672e20407010da34463acc759c162ca9734bca6
split: test
type: mteb/amazon_massive_intent
metrics: type: accuracy
value: 69.5359784801614
verified: no, type: f1
value: 64.640488940591
verified: no, type: f1_weighted
value: 67.85916565361048
verified: no, type: main_score
value: 69.5359784801614
verified: no
task: type: Classification, dataset: config: fr
name: MTEB MassiveScenarioClassification (fr)
revision: fad2c6e8459f9e1c45d9315f4953d921437d70f8
split: test
type: mteb/amazon_massive_scenario
metrics: type: accuracy
value: 78.52723604572965
verified: no, type: f1
value: 77.1995224144067
verified: no, type: f1_weighted
value: 78.1215987283123
verified: no, type: main_score
value: 78.52723604572965
verified: no
task: type: Classification, dataset: config: fr
name: MTEB MintakaRetrieval (fr)
revision: efa78cc2f74bbcd21eff2261f9e13aebe40b814e
split: test
type: jinaai/mintakaqa
metrics: type: main_score
value: 26.448
verified: no, type: map_at_1
value: 14.947
verified: no, type: map_at_10
value: 22.303
verified: no, type: map_at_100
value: 23.477999999999998
verified: no, type: map_at_1000
value: 23.586
verified: no, type: map_at_20
value: 22.962
verified: no, type: map_at_3
value: 19.949
verified: no, type: map_at_5
value: 21.252
verified: no, type: mrr_at_1
value: 14.946764946764945
verified: no, type: mrr_at_10
value: 22.303001053001033
verified: no, type: mrr_at_100
value: 23.478040499941816
verified: no, type: mrr_at_1000
value: 23.585987565381252
verified: no, type: mrr_at_20
value: 22.96198948271138
verified: no, type: mrr_at_3
value: 19.949494949494913
verified: no, type: mrr_at_5
value: 21.251706251706192
verified: no, type: nauc_map_at_1000_diff1
value: 30.124123232611005
verified: no, type: nauc_map_at_1000_max
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verified: no, type: nauc_map_at_1000_std
value: 3.7304142418877606
verified: no, type: nauc_map_at_100_diff1
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verified: no, type: nauc_map_at_100_max
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verified: no, type: nauc_map_at_100_std
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verified: no, type: nauc_map_at_10_diff1
value: 30.235621359267817
verified: no, type: nauc_map_at_10_max
value: 19.315231135265865
verified: no, type: nauc_map_at_10_std
value: 3.888262415552999
verified: no, type: nauc_map_at_1_diff1
value: 37.87356036243269
verified: no, type: nauc_map_at_1_max
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verified: no, type: nauc_map_at_1_std
value: -2.0575597858386208
verified: no, type: nauc_map_at_20_diff1
value: 30.06800385756772
verified: no, type: nauc_map_at_20_max
value: 19.172804564418264
verified: no, type: nauc_map_at_20_std
value: 3.721149536049358
verified: no, type: nauc_map_at_3_diff1
value: 32.09160567273595
verified: no, type: nauc_map_at_3_max
value: 19.055280691204825
verified: no, type: nauc_map_at_3_std
value: 1.9160849079572526
verified: no, type: nauc_map_at_5_diff1
value: 30.81034541116131
verified: no, type: nauc_map_at_5_max
value: 19.172166581396308
verified: no, type: nauc_map_at_5_std
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verified: no, type: nauc_mrr_at_1000_diff1
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verified: no, type: nauc_mrr_at_1000_max
value: 19.329717809214035
verified: no, type: nauc_mrr_at_1000_std
value: 3.730414425912248
verified: no, type: nauc_mrr_at_100_diff1
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verified: no, type: nauc_mrr_at_100_max
value: 19.339926348634375
verified: no, type: nauc_mrr_at_100_std
value: 3.7507886962889376
verified: no, type: nauc_mrr_at_10_diff1
value: 30.235621359267817
verified: no, type: nauc_mrr_at_10_max
value: 19.315231135265865
verified: no, type: nauc_mrr_at_10_std
value: 3.888262415552999
verified: no, type: nauc_mrr_at_1_diff1
value: 37.87356036243269
verified: no, type: nauc_mrr_at_1_max
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verified: no, type: nauc_mrr_at_1_std
value: -2.0575597858386208
verified: no, type: nauc_mrr_at_20_diff1
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verified: no, type: nauc_mrr_at_20_std
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verified: no, type: nauc_mrr_at_3_max
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verified: no, type: nauc_mrr_at_3_std
value: 1.9160849079572526
verified: no, type: nauc_mrr_at_5_diff1
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verified: no, type: nauc_mrr_at_5_max
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verified: no, type: nauc_mrr_at_5_std
value: 3.251197681984862
verified: no, type: nauc_ndcg_at_1000_diff1
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verified: no, type: nauc_ndcg_at_1000_max
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verified: no, type: nauc_ndcg_at_1000_std
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verified: no, type: nauc_ndcg_at_100_diff1
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verified: no, type: nauc_ndcg_at_100_max
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verified: no, type: nauc_ndcg_at_100_std
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verified: no, type: nauc_ndcg_at_10_diff1
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verified: no, type: nauc_ndcg_at_10_max
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verified: no, type: nauc_ndcg_at_10_std
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verified: no, type: nauc_ndcg_at_1_max
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verified: no, type: nauc_ndcg_at_1_std
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verified: no, type: nauc_ndcg_at_20_diff1
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verified: no, type: nauc_ndcg_at_20_max
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verified: no, type: nauc_ndcg_at_20_std
value: 6.138040315782395
verified: no, type: nauc_ndcg_at_3_diff1
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verified: no, type: nauc_ndcg_at_3_max
value: 19.37852889877986
verified: no, type: nauc_ndcg_at_3_std
value: 3.0568087546329408
verified: no, type: nauc_ndcg_at_5_diff1
value: 28.469299405769632
verified: no, type: nauc_ndcg_at_5_max
value: 19.599386892314122
verified: no, type: nauc_ndcg_at_5_std
value: 5.299940395199246
verified: no, type: nauc_precision_at_1000_diff1
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verified: no, type: nauc_precision_at_1000_max
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verified: no, type: nauc_precision_at_1000_std
value: 44.81985014306762
verified: no, type: nauc_precision_at_100_diff1
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verified: no, type: nauc_precision_at_100_max
value: 26.05636850160609
verified: no, type: nauc_precision_at_100_std
value: 16.53010919038197
verified: no, type: nauc_precision_at_10_diff1
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verified: no, type: nauc_precision_at_10_max
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verified: no, type: nauc_precision_at_10_std
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verified: no, type: nauc_precision_at_1_diff1
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verified: no, type: nauc_precision_at_1_max
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verified: no, type: nauc_precision_at_1_std
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verified: no, type: nauc_precision_at_20_diff1
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verified: no, type: nauc_precision_at_20_max
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verified: no, type: nauc_precision_at_20_std
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verified: no, type: nauc_precision_at_3_diff1
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verified: no, type: nauc_precision_at_3_max
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verified: no, type: nauc_precision_at_3_std
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verified: no, type: nauc_precision_at_5_diff1
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verified: no, type: nauc_precision_at_5_max
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verified: no, type: nauc_precision_at_5_std
value: 10.348629762758872
verified: no, type: nauc_recall_at_1000_diff1
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verified: no, type: nauc_recall_at_1000_max
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verified: no, type: nauc_recall_at_1000_std
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verified: no, type: nauc_recall_at_100_diff1
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verified: no, type: nauc_recall_at_100_max
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verified: no, type: nauc_recall_at_100_std
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verified: no, type: nauc_recall_at_10_diff1
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verified: no, type: nauc_recall_at_10_max
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verified: no, type: nauc_recall_at_10_std
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verified: no, type: nauc_recall_at_1_diff1
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verified: no, type: nauc_recall_at_1_max
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verified: no, type: nauc_recall_at_1_std
value: -2.0575597858386208
verified: no, type: nauc_recall_at_20_diff1
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verified: no, type: nauc_recall_at_20_max
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verified: no, type: nauc_recall_at_20_std
value: 12.077196513907353
verified: no, type: nauc_recall_at_3_diff1
value: 26.865120457860243
verified: no, type: nauc_recall_at_3_max
value: 20.15493324102137
verified: no, type: nauc_recall_at_3_std
value: 5.869279472998389
verified: no, type: nauc_recall_at_5_diff1
value: 22.803351569123215
verified: no, type: nauc_recall_at_5_max
value: 20.62396238891266
verified: no, type: nauc_recall_at_5_std
value: 10.348629762758849
verified: no, type: ndcg_at_1
value: 14.947
verified: no, type: ndcg_at_10
value: 26.448
verified: no, type: ndcg_at_100
value: 32.78
verified: no, type: ndcg_at_1000
value: 35.937000000000005
verified: no, type: ndcg_at_20
value: 28.842000000000002
verified: no, type: ndcg_at_3
value: 21.587999999999997
verified: no, type: ndcg_at_5
value: 23.942
verified: no, type: precision_at_1
value: 14.947
verified: no, type: precision_at_10
value: 3.972
verified: no, type: precision_at_100
value: 0.7080000000000001
verified: no, type: precision_at_1000
value: 0.096
verified: no, type: precision_at_20
value: 2.459
verified: no, type: precision_at_3
value: 8.777
verified: no, type: precision_at_5
value: 6.413
verified: no, type: recall_at_1
value: 14.947
verified: no, type: recall_at_10
value: 39.722
verified: no, type: recall_at_100
value: 70.844
verified: no, type: recall_at_1000
value: 96.274
verified: no, type: recall_at_20
value: 49.181000000000004
verified: no, type: recall_at_3
value: 26.331
verified: no, type: recall_at_5
value: 32.064
verified: no
task: type: Retrieval, dataset: config: fr
name: MTEB OpusparcusPC (fr)
revision: 9e9b1f8ef51616073f47f306f7f47dd91663f86a
split: test
type: GEM/opusparcus
metrics: type: cosine_accuracy
value: 82.62942779291554
verified: no, type: cosine_accuracy_threshold
value: 83.4860622882843
verified: no, type: cosine_ap
value: 93.39616519364185
verified: no, type: cosine_f1
value: 88.03378695448146
verified: no, type: cosine_f1_threshold
value: 83.4860622882843
verified: no, type: cosine_precision
value: 83.45195729537367
verified: no, type: cosine_recall
value: 93.14796425024826
verified: no, type: dot_accuracy
value: 82.62942779291554
verified: no, type: dot_accuracy_threshold
value: 83.4860622882843
verified: no, type: dot_ap
value: 93.39616519364185
verified: no, type: dot_f1
value: 88.03378695448146
verified: no, type: dot_f1_threshold
value: 83.4860622882843
verified: no, type: dot_precision
value: 83.45195729537367
verified: no, type: dot_recall
value: 93.14796425024826
verified: no, type: euclidean_accuracy
value: 82.62942779291554
verified: no, type: euclidean_accuracy_threshold
value: 57.4698805809021
verified: no, type: euclidean_ap
value: 93.39616519364185
verified: no, type: euclidean_f1
value: 88.03378695448146
verified: no, type: euclidean_f1_threshold
value: 57.4698805809021
verified: no, type: euclidean_precision
value: 83.45195729537367
verified: no, type: euclidean_recall
value: 93.14796425024826
verified: no, type: main_score
value: 93.39616519364185
verified: no, type: manhattan_accuracy
value: 82.62942779291554
verified: no, type: manhattan_accuracy_threshold
value: 1306.7530632019043
verified: no, type: manhattan_ap
value: 93.34098710518775
verified: no, type: manhattan_f1
value: 87.78409090909089
verified: no, type: manhattan_f1_threshold
value: 1335.2685928344727
verified: no, type: manhattan_precision
value: 83.89140271493213
verified: no, type: manhattan_recall
value: 92.05561072492551
verified: no, type: max_ap
value: 93.39616519364185
verified: no, type: max_f1
value: 88.03378695448146
verified: no, type: max_precision
value: 83.89140271493213
verified: no, type: max_recall
value: 93.14796425024826
verified: no, type: similarity_accuracy
value: 82.62942779291554
verified: no, type: similarity_accuracy_threshold
value: 83.4860622882843
verified: no, type: similarity_ap
value: 93.39616519364185
verified: no, type: similarity_f1
value: 88.03378695448146
verified: no, type: similarity_f1_threshold
value: 83.4860622882843
verified: no, type: similarity_precision
value: 83.45195729537367
verified: no, type: similarity_recall
value: 93.14796425024826
verified: no
task: type: PairClassification, dataset: config: fr
name: MTEB PawsXPairClassification (fr)
revision: 8a04d940a42cd40658986fdd8e3da561533a3646
split: test
type: google-research-datasets/paws-x
metrics: type: cosine_accuracy
value: 60.8
verified: no, type: cosine_accuracy_threshold
value: 98.90193939208984
verified: no, type: cosine_ap
value: 60.50913122978733
verified: no, type: cosine_f1
value: 62.69411339833874
verified: no, type: cosine_f1_threshold
value: 95.17210125923157
verified: no, type: cosine_precision
value: 46.51661307609861
verified: no, type: cosine_recall
value: 96.12403100775194
verified: no, type: dot_accuracy
value: 60.8
verified: no, type: dot_accuracy_threshold
value: 98.9019513130188
verified: no, type: dot_ap
value: 60.49770725998639
verified: no, type: dot_f1
value: 62.69411339833874
verified: no, type: dot_f1_threshold
value: 95.17210721969604
verified: no, type: dot_precision
value: 46.51661307609861
verified: no, type: dot_recall
value: 96.12403100775194
verified: no, type: euclidean_accuracy
value: 60.8
verified: no, type: euclidean_accuracy_threshold
value: 14.819307625293732
verified: no, type: euclidean_ap
value: 60.50917425308617
verified: no, type: euclidean_f1
value: 62.69411339833874
verified: no, type: euclidean_f1_threshold
value: 31.07377290725708
verified: no, type: euclidean_precision
value: 46.51661307609861
verified: no, type: euclidean_recall
value: 96.12403100775194
verified: no, type: main_score
value: 60.73371250119265
verified: no, type: manhattan_accuracy
value: 60.9
verified: no, type: manhattan_accuracy_threshold
value: 354.8734188079834
verified: no, type: manhattan_ap
value: 60.73371250119265
verified: no, type: manhattan_f1
value: 62.70506744440393
verified: no, type: manhattan_f1_threshold
value: 711.578369140625
verified: no, type: manhattan_precision
value: 46.73913043478261
verified: no, type: manhattan_recall
value: 95.23809523809523
verified: no, type: max_ap
value: 60.73371250119265
verified: no, type: max_f1
value: 62.70506744440393
verified: no, type: max_precision
value: 46.73913043478261
verified: no, type: max_recall
value: 96.12403100775194
verified: no, type: similarity_accuracy
value: 60.8
verified: no, type: similarity_accuracy_threshold
value: 98.90193939208984
verified: no, type: similarity_ap
value: 60.50913122978733
verified: no, type: similarity_f1
value: 62.69411339833874
verified: no, type: similarity_f1_threshold
value: 95.17210125923157
verified: no, type: similarity_precision
value: 46.51661307609861
verified: no, type: similarity_recall
value: 96.12403100775194
verified: no
task: type: PairClassification, dataset: config: default
name: MTEB SICKFr
revision: e077ab4cf4774a1e36d86d593b150422fafd8e8a
split: test
type: Lajavaness/SICK-fr
metrics: type: cosine_pearson
value: 81.02846310969592
verified: no, type: cosine_spearman
value: 77.47140335069184
verified: no, type: euclidean_pearson
value: 77.4818795209704
verified: no, type: euclidean_spearman
value: 77.4714043813526
verified: no, type: main_score
value: 77.47140335069184
verified: no, type: manhattan_pearson
value: 77.44622115854098
verified: no, type: manhattan_spearman
value: 77.29743297817558
verified: no, type: pearson
value: 81.02846310969592
verified: no, type: spearman
value: 77.47140335069184
verified: no
task: type: STS, dataset: config: fr
name: MTEB STS22 (fr)
revision: de9d86b3b84231dc21f76c7b7af1f28e2f57f6e3
split: test
type: mteb/sts22-crosslingual-sts
metrics: type: cosine_pearson
value: 77.1356210910051
verified: no, type: cosine_spearman
value: 81.7065039306575
verified: no, type: euclidean_pearson
value: 79.32575551712296
verified: no, type: euclidean_spearman
value: 81.75624482168821
verified: no, type: main_score
value: 81.7065039306575
verified: no, type: manhattan_pearson
value: 81.05436417153798
verified: no, type: manhattan_spearman
value: 82.13370902176736
verified: no, type: pearson
value: 77.1356210910051
verified: no, type: spearman
value: 81.7065039306575
verified: no
task: type: STS, dataset: config: de-fr
name: MTEB STS22 (de-fr)
revision: de9d86b3b84231dc21f76c7b7af1f28e2f57f6e3
split: test
type: mteb/sts22-crosslingual-sts
metrics: type: cosine_pearson
value: 61.40659325490285
verified: no, type: cosine_spearman
value: 64.21007088135842
verified: no, type: euclidean_pearson
value: 61.051174476106
verified: no, type: euclidean_spearman
value: 64.21007088135842
verified: no, type: main_score
value: 64.21007088135842
verified: no, type: manhattan_pearson
value: 60.225817072214525
verified: no, type: manhattan_spearman
value: 64.32288638294209
verified: no, type: pearson
value: 61.40659325490285
verified: no, type: spearman
value: 64.21007088135842
verified: no
task: type: STS, dataset: config: fr-pl
name: MTEB STS22 (fr-pl)
revision: de9d86b3b84231dc21f76c7b7af1f28e2f57f6e3
split: test
type: mteb/sts22-crosslingual-sts
metrics: type: cosine_pearson
value: 88.17138238483673
verified: no, type: cosine_spearman
value: 84.51542547285167
verified: no, type: euclidean_pearson
value: 87.99782696047525
verified: no, type: euclidean_spearman
value: 84.51542547285167
verified: no, type: main_score
value: 84.51542547285167
verified: no, type: manhattan_pearson
value: 85.811937669563
verified: no, type: manhattan_spearman
value: 84.51542547285167
verified: no, type: pearson
value: 88.17138238483673
verified: no, type: spearman
value: 84.51542547285167
verified: no
task: type: STS, dataset: config: fr
name: MTEB STSBenchmarkMultilingualSTS (fr)
revision: 29afa2569dcedaaa2fe6a3dcfebab33d28b82e8c
split: test
type: mteb/stsb_multi_mt
metrics: type: cosine_pearson
value: 79.98375089796882
verified: no, type: cosine_spearman
value: 81.06570417849169
verified: no, type: euclidean_pearson
value: 79.44759787417051
verified: no, type: euclidean_spearman
value: 81.06430479357311
verified: no, type: main_score
value: 81.06570417849169
verified: no, type: manhattan_pearson
value: 79.34683573713086
verified: no, type: manhattan_spearman
value: 81.00584846124926
verified: no, type: pearson
value: 79.98375089796882
verified: no, type: spearman
value: 81.06570417849169
verified: no
task: type: STS, dataset: config: default
name: MTEB SummEvalFr
revision: b385812de6a9577b6f4d0f88c6a6e35395a94054
split: test
type: lyon-nlp/summarization-summeval-fr-p2p
metrics: type: cosine_pearson
value: 31.198220154029464
verified: no, type: cosine_spearman
value: 30.886000528607877
verified: no, type: dot_pearson
value: 31.19822718500702
verified: no, type: dot_spearman
value: 30.86590068433314
verified: no, type: main_score
value: 30.886000528607877
verified: no, type: pearson
value: 31.198220154029464
verified: no, type: spearman
value: 30.886000528607877
verified: no
task: type: Summarization, dataset: config: default
name: MTEB SyntecReranking
revision: daf0863838cd9e3ba50544cdce3ac2b338a1b0ad
split: test
type: lyon-nlp/mteb-fr-reranking-syntec-s2p
metrics: type: main_score
value: 86.6
verified: no, type: map
value: 86.6
verified: no, type: mrr
value: 86.6
verified: no, type: nAUC_map_diff1
value: 59.66160008216082
verified: no, type: nAUC_map_max
value: 19.768885092568734
verified: no, type: nAUC_map_std
value: 44.66975354255961
verified: no, type: nAUC_mrr_diff1
value: 59.66160008216082
verified: no, type: nAUC_mrr_max
value: 19.768885092568734
verified: no, type: nAUC_mrr_std
value: 44.66975354255961
verified: no
task: type: Reranking, dataset: config: default
name: MTEB SyntecRetrieval
revision: 19661ccdca4dfc2d15122d776b61685f48c68ca9
split: test
type: lyon-nlp/mteb-fr-retrieval-syntec-s2p
metrics: type: main_score
value: 81.899
verified: no, type: map_at_1
value: 64
verified: no, type: map_at_10
value: 76.594
verified: no, type: map_at_100
value: 76.66199999999999
verified: no, type: map_at_1000
value: 76.66199999999999
verified: no, type: map_at_20
value: 76.644
verified: no, type: map_at_3
value: 74.833
verified: no, type: map_at_5
value: 76.183
verified: no, type: mrr_at_1
value: 64
verified: no, type: mrr_at_10
value: 76.59404761904761
verified: no, type: mrr_at_100
value: 76.66159147869675
verified: no, type: mrr_at_1000
value: 76.66159147869675
verified: no, type: mrr_at_20
value: 76.64404761904763
verified: no, type: mrr_at_3
value: 74.83333333333333
verified: no, type: mrr_at_5
value: 76.18333333333334
verified: no, type: nauc_map_at_1000_diff1
value: 53.82627007182553
verified: no, type: nauc_map_at_1000_max
value: 17.927045359651704
verified: no, type: nauc_map_at_1000_std
value: -6.973071195715382
verified: no, type: nauc_map_at_100_diff1
value: 53.82627007182553
verified: no, type: nauc_map_at_100_max
value: 17.927045359651704
verified: no, type: nauc_map_at_100_std
value: -6.973071195715382
verified: no, type: nauc_map_at_10_diff1
value: 53.90625505629818
verified: no, type: nauc_map_at_10_max
value: 18.12979815440444
verified: no, type: nauc_map_at_10_std
value: -6.664265062780913
verified: no, type: nauc_map_at_1_diff1
value: 57.671797164388835
verified: no, type: nauc_map_at_1_max
value: 16.9354323668412
verified: no, type: nauc_map_at_1_std
value: -11.064631498275675
verified: no, type: nauc_map_at_20_diff1
value: 53.789271077104125
verified: no, type: nauc_map_at_20_max
value: 17.922015037605867
verified: no, type: nauc_map_at_20_std
value: -6.934974465544576
verified: no, type: nauc_map_at_3_diff1
value: 52.10054809507078
verified: no, type: nauc_map_at_3_max
value: 17.282564201023686
verified: no, type: nauc_map_at_3_std
value: -7.316507696153171
verified: no, type: nauc_map_at_5_diff1
value: 53.84305456072319
verified: no, type: nauc_map_at_5_max
value: 18.0761340059772
verified: no, type: nauc_map_at_5_std
value: -6.788097105243701
verified: no, type: nauc_mrr_at_1000_diff1
value: 53.82627007182553
verified: no, type: nauc_mrr_at_1000_max
value: 17.927045359651704
verified: no, type: nauc_mrr_at_1000_std
value: -6.973071195715382
verified: no, type: nauc_mrr_at_100_diff1
value: 53.82627007182553
verified: no, type: nauc_mrr_at_100_max
value: 17.927045359651704
verified: no, type: nauc_mrr_at_100_std
value: -6.973071195715382
verified: no, type: nauc_mrr_at_10_diff1
value: 53.90625505629818
verified: no, type: nauc_mrr_at_10_max
value: 18.12979815440444
verified: no, type: nauc_mrr_at_10_std
value: -6.664265062780913
verified: no, type: nauc_mrr_at_1_diff1
value: 57.671797164388835
verified: no, type: nauc_mrr_at_1_max
value: 16.9354323668412
verified: no, type: nauc_mrr_at_1_std
value: -11.064631498275675
verified: no, type: nauc_mrr_at_20_diff1
value: 53.789271077104125
verified: no, type: nauc_mrr_at_20_max
value: 17.922015037605867
verified: no, type: nauc_mrr_at_20_std
value: -6.934974465544576
verified: no, type: nauc_mrr_at_3_diff1
value: 52.10054809507078
verified: no, type: nauc_mrr_at_3_max
value: 17.282564201023686
verified: no, type: nauc_mrr_at_3_std
value: -7.316507696153171
verified: no, type: nauc_mrr_at_5_diff1
value: 53.84305456072319
verified: no, type: nauc_mrr_at_5_max
value: 18.0761340059772
verified: no, type: nauc_mrr_at_5_std
value: -6.788097105243701
verified: no, type: nauc_ndcg_at_1000_diff1
value: 53.47773846493816
verified: no, type: nauc_ndcg_at_1000_max
value: 18.270810672735895
verified: no, type: nauc_ndcg_at_1000_std
value: -6.204392784046327
verified: no, type: nauc_ndcg_at_100_diff1
value: 53.47773846493816
verified: no, type: nauc_ndcg_at_100_max
value: 18.270810672735895
verified: no, type: nauc_ndcg_at_100_std
value: -6.204392784046327
verified: no, type: nauc_ndcg_at_10_diff1
value: 53.70897446254982
verified: no, type: nauc_ndcg_at_10_max
value: 19.41340528944212
verified: no, type: nauc_ndcg_at_10_std
value: -4.167245194562443
verified: no, type: nauc_ndcg_at_1_diff1
value: 57.671797164388835
verified: no, type: nauc_ndcg_at_1_max
value: 16.9354323668412
verified: no, type: nauc_ndcg_at_1_std
value: -11.064631498275675
verified: no, type: nauc_ndcg_at_20_diff1
value: 53.013882632385034
verified: no, type: nauc_ndcg_at_20_max
value: 18.20334171980294
verified: no, type: nauc_ndcg_at_20_std
value: -5.7313885736485455
verified: no, type: nauc_ndcg_at_3_diff1
value: 49.798853568516044
verified: no, type: nauc_ndcg_at_3_max
value: 17.88910440624622
verified: no, type: nauc_ndcg_at_3_std
value: -5.959252175174665
verified: no, type: nauc_ndcg_at_5_diff1
value: 53.565830685346896
verified: no, type: nauc_ndcg_at_5_max
value: 19.301209293805627
verified: no, type: nauc_ndcg_at_5_std
value: -4.5368156313357435
verified: no, type: nauc_precision_at_1000_diff1
verified: no, type: nauc_precision_at_1000_max
verified: no, type: nauc_precision_at_1000_std
verified: no, type: nauc_precision_at_100_diff1
verified: no, type: nauc_precision_at_100_max
verified: no, type: nauc_precision_at_100_std
verified: no, type: nauc_precision_at_10_diff1
value: 56.13912231559286
verified: no, type: nauc_precision_at_10_max
value: 56.13912231559286
verified: no, type: nauc_precision_at_10_std
value: 67.9038281979461
verified: no, type: nauc_precision_at_1_diff1
value: 57.671797164388835
verified: no, type: nauc_precision_at_1_max
value: 16.9354323668412
verified: no, type: nauc_precision_at_1_std
value: -11.064631498275675
verified: no, type: nauc_precision_at_20_diff1
value: 12.278244631185926
verified: no, type: nauc_precision_at_20_max
value: 12.278244631185926
verified: no, type: nauc_precision_at_20_std
value: 35.80765639589114
verified: no, type: nauc_precision_at_3_diff1
value: 36.90404604415416
verified: no, type: nauc_precision_at_3_max
value: 21.58749248346349
verified: no, type: nauc_precision_at_3_std
value: 1.5204879305900956
verified: no, type: nauc_precision_at_5_diff1
value: 53.47338935574264
verified: no, type: nauc_precision_at_5_max
value: 33.86554621848775
verified: no, type: nauc_precision_at_5_std
value: 22.00746965452886
verified: no, type: nauc_recall_at_1000_diff1
verified: no, type: nauc_recall_at_1000_max
verified: no, type: nauc_recall_at_1000_std
verified: no, type: nauc_recall_at_100_diff1
verified: no, type: nauc_recall_at_100_max
verified: no, type: nauc_recall_at_100_std
verified: no, type: nauc_recall_at_10_diff1
value: 56.13912231559305
verified: no, type: nauc_recall_at_10_max
value: 56.13912231559305
verified: no, type: nauc_recall_at_10_std
value: 67.903828197946
verified: no, type: nauc_recall_at_1_diff1
value: 57.671797164388835
verified: no, type: nauc_recall_at_1_max
value: 16.9354323668412
verified: no, type: nauc_recall_at_1_std
value: -11.064631498275675
verified: no, type: nauc_recall_at_20_diff1
value: 12.278244631185359
verified: no, type: nauc_recall_at_20_max
value: 12.278244631185359
verified: no, type: nauc_recall_at_20_std
value: 35.80765639589109
verified: no, type: nauc_recall_at_3_diff1
value: 36.904046044154384
verified: no, type: nauc_recall_at_3_max
value: 21.587492483463492
verified: no, type: nauc_recall_at_3_std
value: 1.5204879305901602
verified: no, type: nauc_recall_at_5_diff1
value: 53.47338935574226
verified: no, type: nauc_recall_at_5_max
value: 33.86554621848721
verified: no, type: nauc_recall_at_5_std
value: 22.00746965452852
verified: no, type: ndcg_at_1
value: 64
verified: no, type: ndcg_at_10
value: 81.899
verified: no, type: ndcg_at_100
value: 82.297
verified: no, type: ndcg_at_1000
value: 82.297
verified: no, type: ndcg_at_20
value: 82.126
verified: no, type: ndcg_at_3
value: 78.464
verified: no, type: ndcg_at_5
value: 80.917
verified: no, type: precision_at_1
value: 64
verified: no, type: precision_at_10
value: 9.8
verified: no, type: precision_at_100
value: 1
verified: no, type: precision_at_1000
value: 0.1
verified: no, type: precision_at_20
value: 4.95
verified: no, type: precision_at_3
value: 29.666999999999998
verified: no, type: precision_at_5
value: 19
verified: no, type: recall_at_1
value: 64
verified: no, type: recall_at_10
value: 98
verified: no, type: recall_at_100
value: 100
verified: no, type: recall_at_1000
value: 100
verified: no, type: recall_at_20
value: 99
verified: no, type: recall_at_3
value: 89
verified: no, type: recall_at_5
value: 95
verified: no
task: type: Retrieval, dataset: config: fra-fra
name: MTEB XPQARetrieval (fr)
revision: c99d599f0a6ab9b85b065da6f9d94f9cf731679f
split: test
type: jinaai/xpqa
metrics: type: main_score
value: 62.09
verified: no, type: map_at_1
value: 36.073
verified: no, type: map_at_10
value: 55.677
verified: no, type: map_at_100
value: 57.118
verified: no, type: map_at_1000
value: 57.199
verified: no, type: map_at_20
value: 56.501999999999995
verified: no, type: map_at_3
value: 49.619
verified: no, type: map_at_5
value: 53.455
verified: no, type: mrr_at_1
value: 57.543391188251
verified: no, type: mrr_at_10
value: 65.30018861127007
verified: no, type: mrr_at_100
value: 65.94099315822325
verified: no, type: mrr_at_1000
value: 65.96453864135188
verified: no, type: mrr_at_20
value: 65.71224590825028
verified: no, type: mrr_at_3
value: 63.351134846461946
verified: no, type: mrr_at_5
value: 64.42590120160212
verified: no, type: nauc_map_at_1000_diff1
value: 50.58271523935874
verified: no, type: nauc_map_at_1000_max
value: 43.13816564852953
verified: no, type: nauc_map_at_1000_std
value: 0.1844114463791253
verified: no, type: nauc_map_at_100_diff1
value: 50.55402514007517
verified: no, type: nauc_map_at_100_max
value: 43.131135237384484
verified: no, type: nauc_map_at_100_std
value: 0.1962985407010382
verified: no, type: nauc_map_at_10_diff1
value: 50.211948710332386
verified: no, type: nauc_map_at_10_max
value: 42.56586858276775
verified: no, type: nauc_map_at_10_std
value: -0.21682461914908613
verified: no, type: nauc_map_at_1_diff1
value: 58.97288229253611
verified: no, type: nauc_map_at_1_max
value: 27.09256578748547
verified: no, type: nauc_map_at_1_std
value: -3.128360909366587
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value: 38.842999999999996
verified: no, type: ndcg_at_5
value: 44.416
verified: no, type: precision_at_1
value: 24.04
verified: no, type: precision_at_10
value: 8.009
verified: no, type: precision_at_100
value: 0.984
verified: no, type: precision_at_1000
value: 0.1
verified: no, type: precision_at_20
value: 4.495
verified: no, type: precision_at_3
value: 16.572
verified: no, type: precision_at_5
value: 12.645999999999999
verified: no, type: recall_at_1
value: 24.04
verified: no, type: recall_at_10
value: 80.085
verified: no, type: recall_at_100
value: 98.36399999999999
verified: no, type: recall_at_1000
value: 99.57300000000001
verified: no, type: recall_at_20
value: 89.9
verified: no, type: recall_at_3
value: 49.716
verified: no, type: recall_at_5
value: 63.229
verified: no
task: type: Retrieval, dataset: config: default
name: MTEB CBD
revision: 36ddb419bcffe6a5374c3891957912892916f28d
split: test
type: PL-MTEB/cbd
metrics: type: accuracy
value: 64.91
verified: no, type: ap
value: 20.253009474993238
verified: no, type: ap_weighted
value: 20.253009474993238
verified: no, type: f1
value: 54.83698737303514
verified: no, type: f1_weighted
value: 69.53194816160229
verified: no, type: main_score
value: 64.91
verified: no
task: type: Classification, dataset: config: default
name: MTEB CDSC-E
revision: 0a3d4aa409b22f80eb22cbf59b492637637b536d
split: test
type: PL-MTEB/cdsce-pairclassification
metrics: type: cosine_accuracy
value: 87.5
verified: no, type: cosine_accuracy_threshold
value: 97.39001989364624
verified: no, type: cosine_ap
value: 71.63899566137869
verified: no, type: cosine_f1
value: 64.39024390243902
verified: no, type: cosine_f1_threshold
value: 94.18535828590393
verified: no, type: cosine_precision
value: 60
verified: no, type: cosine_recall
value: 69.47368421052632
verified: no, type: dot_accuracy
value: 87.5
verified: no, type: dot_accuracy_threshold
value: 97.39001989364624
verified: no, type: dot_ap
value: 71.63899566137869
verified: no, type: dot_f1
value: 64.39024390243902
verified: no, type: dot_f1_threshold
value: 94.18535232543945
verified: no, type: dot_precision
value: 60
verified: no, type: dot_recall
value: 69.47368421052632
verified: no, type: euclidean_accuracy
value: 87.5
verified: no, type: euclidean_accuracy_threshold
value: 22.847232222557068
verified: no, type: euclidean_ap
value: 71.63899566137869
verified: no, type: euclidean_f1
value: 64.39024390243902
verified: no, type: euclidean_f1_threshold
value: 34.101736545562744
verified: no, type: euclidean_precision
value: 60
verified: no, type: euclidean_recall
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verified: no, type: main_score
value: 71.83631821171632
verified: no, type: manhattan_accuracy
value: 87.6
verified: no, type: manhattan_accuracy_threshold
value: 499.97105598449707
verified: no, type: manhattan_ap
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verified: no, type: manhattan_f1
value: 64.5631067961165
verified: no, type: manhattan_f1_threshold
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verified: no, type: manhattan_precision
value: 59.909909909909906
verified: no, type: manhattan_recall
value: 70
verified: no, type: max_ap
value: 71.83631821171632
verified: no, type: max_f1
value: 64.5631067961165
verified: no, type: max_precision
value: 60
verified: no, type: max_recall
value: 70
verified: no, type: similarity_accuracy
value: 87.5
verified: no, type: similarity_accuracy_threshold
value: 97.39001989364624
verified: no, type: similarity_ap
value: 71.63899566137869
verified: no, type: similarity_f1
value: 64.39024390243902
verified: no, type: similarity_f1_threshold
value: 94.18535828590393
verified: no, type: similarity_precision
value: 60
verified: no, type: similarity_recall
value: 69.47368421052632
verified: no
task: type: PairClassification, dataset: config: default
name: MTEB CDSC-R
revision: 1cd6abbb00df7d14be3dbd76a7dcc64b3a79a7cd
split: test
type: PL-MTEB/cdscr-sts
metrics: type: cosine_pearson
value: 89.9839992597087
verified: no, type: cosine_spearman
value: 90.27044716786627
verified: no, type: euclidean_pearson
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verified: no, type: euclidean_spearman
value: 90.2703874383013
verified: no, type: main_score
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verified: no, type: manhattan_pearson
value: 87.81149530960033
verified: no, type: manhattan_spearman
value: 90.37098083828207
verified: no, type: pearson
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verified: no, type: spearman
value: 90.27044716786627
verified: no
task: type: STS, dataset: config: default
name: MTEB DBPedia-PL
revision: 76afe41d9af165cc40999fcaa92312b8b012064a
split: test
type: clarin-knext/dbpedia-pl
metrics: type: main_score
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verified: no, type: map_at_10
value: 13.052
verified: no, type: map_at_100
value: 18.054000000000002
verified: no, type: map_at_1000
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verified: no, type: map_at_20
value: 14.921000000000001
verified: no, type: map_at_3
value: 9.517000000000001
verified: no, type: map_at_5
value: 11.122
verified: no, type: mrr_at_1
value: 45
verified: no, type: mrr_at_10
value: 57.3967261904762
verified: no, type: mrr_at_100
value: 57.83804567388388
verified: no, type: mrr_at_1000
value: 57.86075000832548
verified: no, type: mrr_at_20
value: 57.66969785675282
verified: no, type: mrr_at_3
value: 55.16666666666667
verified: no, type: mrr_at_5
value: 56.64166666666669
verified: no, type: nauc_map_at_1000_diff1
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verified: no, type: nauc_map_at_10_diff1
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verified: no, type: nauc_map_at_5_diff1
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verified: no, type: nauc_ndcg_at_1000_std
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verified: no, type: nauc_recall_at_3_diff1
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verified: no, type: nauc_recall_at_3_std
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verified: no, type: nauc_recall_at_5_diff1
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verified: no, type: nauc_recall_at_5_std
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verified: no, type: ndcg_at_1
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verified: no, type: ndcg_at_10
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verified: no, type: ndcg_at_100
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verified: no, type: ndcg_at_1000
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verified: no, type: ndcg_at_20
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verified: no, type: ndcg_at_3
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verified: no, type: ndcg_at_5
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verified: no, type: precision_at_1
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verified: no, type: precision_at_10
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verified: no, type: precision_at_100
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verified: no, type: precision_at_1000
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verified: no, type: precision_at_20
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verified: no, type: precision_at_3
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verified: no, type: precision_at_5
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verified: no, type: recall_at_1
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verified: no, type: recall_at_10
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verified: no, type: recall_at_100
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verified: no, type: recall_at_1000
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verified: no, type: recall_at_20
value: 23.91
verified: no, type: recall_at_3
value: 11.334
verified: no, type: recall_at_5
value: 14.251
verified: no
task: type: Retrieval, dataset: config: default
name: MTEB 8TagsClustering
revision: 78b962b130c6690659c65abf67bf1c2f030606b6
split: test
type: PL-MTEB/8tags-clustering
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verified: no, type: v_measure
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verified: no, type: v_measure_std
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verified: no
task: type: Clustering, dataset: config: default
name: MTEB FiQA-PL
revision: 2e535829717f8bf9dc829b7f911cc5bbd4e6608e
split: test
type: clarin-knext/fiqa-pl
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verified: no, type: map_at_10
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verified: no, type: map_at_100
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verified: no, type: map_at_1000
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verified: no, type: map_at_3
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verified: no, type: map_at_5
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verified: no, type: mrr_at_100
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verified: no, type: mrr_at_1000
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revision: 4672e20407010da34463acc759c162ca9734bca6
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type: mteb/amazon_massive_intent
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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
task: type: Retrieval, dataset: config: default
name: MTEB PAC
revision: fc69d1c153a8ccdcf1eef52f4e2a27f88782f543
split: test
type: laugustyniak/abusive-clauses-pl
metrics: type: accuracy
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verified: no, type: ap
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verified: no, type: ap_weighted
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verified: no, type: f1
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verified: no
task: type: Classification, dataset: config: default
name: MTEB PSC
revision: d05a294af9e1d3ff2bfb6b714e08a24a6cabc669
split: test
type: PL-MTEB/psc-pairclassification
metrics: type: cosine_accuracy
value: 97.77365491651206
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value: 81.08445405960083
verified: no, type: cosine_ap
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verified: no, type: dot_precision
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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_precision
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verified: no, type: main_score
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verified: no, type: manhattan_accuracy
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verified: no, type: manhattan_accuracy_threshold
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verified: no, type: max_ap
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verified: no, type: similarity_precision
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verified: no
task: type: PairClassification, dataset: config: default
name: MTEB PolEmo2.0-IN
revision: d90724373c70959f17d2331ad51fb60c71176b03
split: test
type: PL-MTEB/polemo2_in
metrics: type: accuracy
value: 80.54016620498614
verified: no, type: f1
value: 74.07868803329357
verified: no, type: f1_weighted
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verified: no, type: main_score
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verified: no
task: type: Classification, dataset: config: default
name: MTEB PolEmo2.0-OUT
revision: 6a21ab8716e255ab1867265f8b396105e8aa63d4
split: test
type: PL-MTEB/polemo2_out
metrics: type: accuracy
value: 61.37651821862349
verified: no, type: f1
value: 46.60510896853889
verified: no, type: f1_weighted
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verified: no, type: main_score
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verified: no
task: type: Classification, dataset: config: default
name: MTEB PPC
revision: 2c7d2df57801a591f6b1e3aaf042e7a04ec7d9f2
split: test
type: PL-MTEB/ppc-pairclassification
metrics: type: cosine_accuracy
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verified: no, type: cosine_ap
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verified: no, type: cosine_precision
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verified: no, type: cosine_recall
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verified: no, type: dot_accuracy
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verified: no, type: euclidean_accuracy
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task: type: PairClassification, dataset: config: default
name: MTEB Quora-PL
revision: 0be27e93455051e531182b85e85e425aba12e9d4
split: test
type: clarin-knext/quora-pl
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verified: no, type: map_at_1000
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verified: no, type: mrr_at_100
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verified: no, type: mrr_at_1000
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task: type: Retrieval, dataset: config: default
name: MTEB SCIDOCS-PL
revision: 45452b03f05560207ef19149545f168e596c9337
split: test
type: clarin-knext/scidocs-pl
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verified: no, type: recall_at_1000
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verified: no, type: recall_at_3
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verified: no
task: type: Retrieval, dataset: config: default
name: MTEB SICK-E-PL
revision: 71bba34b0ece6c56dfcf46d9758a27f7a90f17e9
split: test
type: PL-MTEB/sicke-pl-pairclassification
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verified: no, type: main_score
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verified: no, type: similarity_ap
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verified: no, type: similarity_precision
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verified: no
task: type: PairClassification, dataset: config: default
name: MTEB SICK-R-PL
revision: fd5c2441b7eeff8676768036142af4cfa42c1339
split: test
type: PL-MTEB/sickr-pl-sts
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verified: no, type: euclidean_pearson
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verified: no, type: main_score
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verified: no, type: manhattan_pearson
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verified: no, type: manhattan_spearman
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verified: no, type: pearson
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verified: no, type: spearman
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task: type: STS, dataset: config: pl
name: MTEB STS22 (pl)
revision: de9d86b3b84231dc21f76c7b7af1f28e2f57f6e3
split: test
type: mteb/sts22-crosslingual-sts
metrics: type: cosine_pearson
value: 40.06621394078099
verified: no, type: cosine_spearman
value: 45.160446103264285
verified: no, type: euclidean_pearson
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verified: no, type: euclidean_spearman
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verified: no, type: main_score
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verified: no, type: manhattan_pearson
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verified: no, type: pearson
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verified: no, type: spearman
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task: type: STS, dataset: config: pl-en
name: MTEB STS22 (pl-en)
revision: de9d86b3b84231dc21f76c7b7af1f28e2f57f6e3
split: test
type: mteb/sts22-crosslingual-sts
metrics: type: cosine_pearson
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verified: no, type: euclidean_pearson
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verified: no, type: main_score
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verified: no, type: spearman
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task: type: STS, dataset: config: de-pl
name: MTEB STS22 (de-pl)
revision: de9d86b3b84231dc21f76c7b7af1f28e2f57f6e3
split: test
type: mteb/sts22-crosslingual-sts
metrics: type: cosine_pearson
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verified: no, type: spearman
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task: type: STS, dataset: config: fr-pl
name: MTEB STS22 (fr-pl)
revision: de9d86b3b84231dc21f76c7b7af1f28e2f57f6e3
split: test
type: mteb/sts22-crosslingual-sts
metrics: type: cosine_pearson
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task: type: STS, dataset: config: default
name: MTEB SciFact-PL
revision: 47932a35f045ef8ed01ba82bf9ff67f6e109207e
split: test
type: clarin-knext/scifact-pl
metrics: type: main_score
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verified: no, type: ndcg_at_1000
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verified: no, type: recall_at_100
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verified: no, type: recall_at_1000
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verified: no, type: recall_at_5
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verified: no
task: type: Retrieval, dataset: config: default
name: MTEB TRECCOVID-PL
revision: 81bcb408f33366c2a20ac54adafad1ae7e877fdd
split: test
type: clarin-knext/trec-covid-pl
metrics: type: main_score
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verified: no, type: nauc_precision_at_1000_std
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verified: no, type: nauc_precision_at_100_diff1
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verified: no, type: nauc_precision_at_100_max
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verified: no, type: nauc_precision_at_100_std
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verified: no, type: nauc_precision_at_10_diff1
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verified: no, type: nauc_precision_at_10_max
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verified: no, type: nauc_precision_at_10_std
value: 62.98886080224083
verified: no, type: nauc_precision_at_1_diff1
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verified: no, type: nauc_precision_at_1_max
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verified: no, type: nauc_precision_at_1_std
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verified: no, type: nauc_precision_at_20_diff1
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verified: no, type: nauc_precision_at_20_max
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verified: no, type: nauc_precision_at_20_std
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verified: no, type: nauc_precision_at_3_diff1
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verified: no, type: nauc_precision_at_3_max
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verified: no, type: nauc_precision_at_3_std
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verified: no, type: nauc_precision_at_5_diff1
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verified: no, type: nauc_precision_at_5_max
value: 46.23506752573775
verified: no, type: nauc_precision_at_5_std
value: 59.610666544378944
verified: no, type: nauc_recall_at_1000_diff1
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verified: no, type: nauc_recall_at_1000_max
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verified: no, type: nauc_recall_at_1000_std
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verified: no, type: nauc_recall_at_100_diff1
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verified: no, type: nauc_recall_at_100_max
value: 30.19071079451134
verified: no, type: nauc_recall_at_100_std
value: 65.03682595699173
verified: no, type: nauc_recall_at_10_diff1
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verified: no, type: nauc_recall_at_10_max
value: 22.235399614875632
verified: no, type: nauc_recall_at_10_std
value: 27.653841671594176
verified: no, type: nauc_recall_at_1_diff1
value: 33.44422662406722
verified: no, type: nauc_recall_at_1_max
value: 18.58849173002632
verified: no, type: nauc_recall_at_1_std
value: 23.001195148863555
verified: no, type: nauc_recall_at_20_diff1
value: 19.13211263378722
verified: no, type: nauc_recall_at_20_max
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verified: no, type: nauc_recall_at_20_std
value: 40.9095035359023
verified: no, type: nauc_recall_at_3_diff1
value: 30.47343886364865
verified: no, type: nauc_recall_at_3_max
value: 12.854379330237647
verified: no, type: nauc_recall_at_3_std
value: 14.711252261798258
verified: no, type: nauc_recall_at_5_diff1
value: 28.344400535065112
verified: no, type: nauc_recall_at_5_max
value: 14.755638630484144
verified: no, type: nauc_recall_at_5_std
value: 15.864031786019787
verified: no, type: ndcg_at_1
value: 72
verified: no, type: ndcg_at_10
value: 69.244
verified: no, type: ndcg_at_100
value: 50.834
verified: no, type: ndcg_at_1000
value: 45.535
verified: no, type: ndcg_at_20
value: 65.676
verified: no, type: ndcg_at_3
value: 73.776
verified: no, type: ndcg_at_5
value: 72.715
verified: no, type: precision_at_1
value: 82
verified: no, type: precision_at_10
value: 73.6
verified: no, type: precision_at_100
value: 52.22
verified: no, type: precision_at_1000
value: 20.380000000000003
verified: no, type: precision_at_20
value: 69
verified: no, type: precision_at_3
value: 81.333
verified: no, type: precision_at_5
value: 79.2
verified: no, type: recall_at_1
value: 0.216
verified: no, type: recall_at_10
value: 1.8900000000000001
verified: no, type: recall_at_100
value: 12.359
verified: no, type: recall_at_1000
value: 42.791000000000004
verified: no, type: recall_at_20
value: 3.44
verified: no, type: recall_at_3
value: 0.653
verified: no, type: recall_at_5
value: 1.048
verified: no
task: type: Retrieval, dataset: config: default
name: MTEB CEDRClassification
revision: c0ba03d058e3e1b2f3fd20518875a4563dd12db4
split: test
type: ai-forever/cedr-classification
metrics: type: accuracy
value: 43.29968119022317
verified: no, type: f1
value: 41.112000768648386
verified: no, type: lrap
value: 72.06216790648348
verified: no, type: main_score
value: 43.29968119022317
verified: no
task: type: MultilabelClassification, dataset: config: default
name: MTEB GeoreviewClassification
revision: 3765c0d1de6b7d264bc459433c45e5a75513839c
split: test
type: ai-forever/georeview-classification
metrics: type: accuracy
value: 52.0361328125
verified: no, type: f1
value: 47.84397823612054
verified: no, type: f1_weighted
value: 47.84111706041435
verified: no, type: main_score
value: 52.0361328125
verified: no
task: type: Classification, dataset: config: default
name: MTEB GeoreviewClusteringP2P
revision: 97a313c8fc85b47f13f33e7e9a95c1ad888c7fec
split: test
type: ai-forever/georeview-clustering-p2p
metrics: type: main_score
value: 60.28266888390485
verified: no, type: v_measure
value: 60.28266888390485
verified: no, type: v_measure_std
value: 1.0348363132473835
verified: no
task: type: Clustering, dataset: config: default
name: MTEB HeadlineClassification
revision: 2fe05ee6b5832cda29f2ef7aaad7b7fe6a3609eb
split: test
type: ai-forever/headline-classification
metrics: type: accuracy
value: 83.4033203125
verified: no, type: f1
value: 83.39708551274371
verified: no, type: f1_weighted
value: 83.39502222187862
verified: no, type: main_score
value: 83.4033203125
verified: no
task: type: Classification, dataset: config: default
name: MTEB InappropriatenessClassification
revision: 601651fdc45ef243751676e62dd7a19f491c0285
split: test
type: ai-forever/inappropriateness-classification
metrics: type: accuracy
value: 64.140625
verified: no, type: ap
value: 59.28880813167948
verified: no, type: ap_weighted
value: 59.28880813167948
verified: no, type: f1
value: 63.72032598814496
verified: no, type: f1_weighted
value: 63.72032598814496
verified: no, type: main_score
value: 64.140625
verified: no
task: type: Classification, dataset: config: default
name: MTEB KinopoiskClassification
revision: 5911f26666ac11af46cb9c6849d0dc80a378af24
split: test
type: ai-forever/kinopoisk-sentiment-classification
metrics: type: accuracy
value: 63.15333333333333
verified: no, type: f1
value: 59.395986541732384
verified: no, type: f1_weighted
value: 59.395986541732384
verified: no, type: main_score
value: 63.15333333333333
verified: no
task: type: Classification, dataset: config: ru
name: MTEB MIRACLReranking (ru)
revision: 6d1962c527217f8927fca80f890f14f36b2802af
split: dev
type: miracl/mmteb-miracl-reranking
metrics: type: MAP@1(MIRACL)
value: 29.732999999999997
verified: no, type: MAP@10(MIRACL)
value: 48.333
verified: no, type: MAP@100(MIRACL)
value: 50.517
verified: no, type: MAP@1000(MIRACL)
value: 50.517
verified: no, type: MAP@20(MIRACL)
value: 49.85
verified: no, type: MAP@3(MIRACL)
value: 41.843
verified: no, type: MAP@5(MIRACL)
value: 45.323
verified: no, type: NDCG@1(MIRACL)
value: 48.436
verified: no, type: NDCG@10(MIRACL)
value: 56.111999999999995
verified: no, type: NDCG@100(MIRACL)
value: 60.617
verified: no, type: NDCG@1000(MIRACL)
value: 60.617
verified: no, type: NDCG@20(MIRACL)
value: 58.826
verified: no, type: NDCG@3(MIRACL)
value: 50.483999999999995
verified: no, type: NDCG@5(MIRACL)
value: 52.61
verified: no, type: P@1(MIRACL)
value: 48.436
verified: no, type: P@10(MIRACL)
value: 14.667
verified: no, type: P@100(MIRACL)
value: 1.9529999999999998
verified: no, type: P@1000(MIRACL)
value: 0.19499999999999998
verified: no, type: P@20(MIRACL)
value: 8.665000000000001
verified: no, type: P@3(MIRACL)
value: 31.302000000000003
verified: no, type: P@5(MIRACL)
value: 23.384
verified: no, type: Recall@1(MIRACL)
value: 29.732999999999997
verified: no, type: Recall@10(MIRACL)
value: 66.532
verified: no, type: Recall@100(MIRACL)
value: 79.952
verified: no, type: Recall@1000(MIRACL)
value: 79.952
verified: no, type: Recall@20(MIRACL)
value: 73.75
verified: no, type: Recall@3(MIRACL)
value: 49.541000000000004
verified: no, type: Recall@5(MIRACL)
value: 57.389
verified: no, type: main_score
value: 56.111999999999995
verified: no, type: nAUC_MAP@1000_diff1(MIRACL)
value: 15.8510181843185
verified: no, type: nAUC_MAP@1000_max(MIRACL)
value: 27.452155305037095
verified: no, type: nAUC_MAP@1000_std(MIRACL)
value: 15.147015882448075
verified: no, type: nAUC_MAP@100_diff1(MIRACL)
value: 15.8510181843185
verified: no, type: nAUC_MAP@100_max(MIRACL)
value: 27.452155305037095
verified: no, type: nAUC_MAP@100_std(MIRACL)
value: 15.147015882448075
verified: no, type: nAUC_MAP@10_diff1(MIRACL)
value: 17.808742699385363
verified: no, type: nAUC_MAP@10_max(MIRACL)
value: 25.21217663908093
verified: no, type: nAUC_MAP@10_std(MIRACL)
value: 13.970995033749716
verified: no, type: nAUC_MAP@1_diff1(MIRACL)
value: 34.30066727981356
verified: no, type: nAUC_MAP@1_max(MIRACL)
value: 11.096793012814972
verified: no, type: nAUC_MAP@1_std(MIRACL)
value: 4.298644702770651
verified: no, type: nAUC_MAP@20_diff1(MIRACL)
value: 16.499957004860978
verified: no, type: nAUC_MAP@20_max(MIRACL)
value: 26.676987318433714
verified: no, type: nAUC_MAP@20_std(MIRACL)
value: 15.166175199040485
verified: no, type: nAUC_MAP@3_diff1(MIRACL)
value: 23.797870452650084
verified: no, type: nAUC_MAP@3_max(MIRACL)
value: 18.20460307122738
verified: no, type: nAUC_MAP@3_std(MIRACL)
value: 8.985118628338126
verified: no, type: nAUC_MAP@5_diff1(MIRACL)
value: 20.549029352694866
verified: no, type: nAUC_MAP@5_max(MIRACL)
value: 21.528805328834324
verified: no, type: nAUC_MAP@5_std(MIRACL)
value: 11.131951589460492
verified: no, type: nAUC_NDCG@1000_diff1(MIRACL)
value: 5.973372149854828
verified: no, type: nAUC_NDCG@1000_max(MIRACL)
value: 36.70565868748619
verified: no, type: nAUC_NDCG@1000_std(MIRACL)
value: 19.551007976769245
verified: no, type: nAUC_NDCG@100_diff1(MIRACL)
value: 5.973372149854828
verified: no, type: nAUC_NDCG@100_max(MIRACL)
value: 36.70565868748619
verified: no, type: nAUC_NDCG@100_std(MIRACL)
value: 19.551007976769245
verified: no, type: nAUC_NDCG@10_diff1(MIRACL)
value: 10.894100451667919
verified: no, type: nAUC_NDCG@10_max(MIRACL)
value: 31.735109695399416
verified: no, type: nAUC_NDCG@10_std(MIRACL)
value: 17.674556265190706
verified: no, type: nAUC_NDCG@1_diff1(MIRACL)
value: 22.04892839322977
verified: no, type: nAUC_NDCG@1_max(MIRACL)
value: 32.51034181981298
verified: no, type: nAUC_NDCG@1_std(MIRACL)
value: 14.343760356007765
verified: no, type: nAUC_NDCG@20_diff1(MIRACL)
value: 8.074119776676103
verified: no, type: nAUC_NDCG@20_max(MIRACL)
value: 34.52221220694718
verified: no, type: nAUC_NDCG@20_std(MIRACL)
value: 19.94006423667
verified: no, type: nAUC_NDCG@3_diff1(MIRACL)
value: 16.284195830367825
verified: no, type: nAUC_NDCG@3_max(MIRACL)
value: 26.521965826220352
verified: no, type: nAUC_NDCG@3_std(MIRACL)
value: 13.850033289666094
verified: no, type: nAUC_NDCG@5_diff1(MIRACL)
value: 14.362693198633952
verified: no, type: nAUC_NDCG@5_max(MIRACL)
value: 27.781809390068872
verified: no, type: nAUC_NDCG@5_std(MIRACL)
value: 14.879808284537981
verified: no, type: nAUC_P@1000_diff1(MIRACL)
value: -27.606682296231373
verified: no, type: nAUC_P@1000_max(MIRACL)
value: 33.03084251491326
verified: no, type: nAUC_P@1000_std(MIRACL)
value: 15.674013757663898
verified: no, type: nAUC_P@100_diff1(MIRACL)
value: -27.606682296231327
verified: no, type: nAUC_P@100_max(MIRACL)
value: 33.03084251491332
verified: no, type: nAUC_P@100_std(MIRACL)
value: 15.674013757663937
verified: no, type: nAUC_P@10_diff1(MIRACL)
value: -23.575685602922174
verified: no, type: nAUC_P@10_max(MIRACL)
value: 36.72548498655645
verified: no, type: nAUC_P@10_std(MIRACL)
value: 21.317694028285104
verified: no, type: nAUC_P@1_diff1(MIRACL)
value: 22.04892839322977
verified: no, type: nAUC_P@1_max(MIRACL)
value: 32.51034181981298
verified: no, type: nAUC_P@1_std(MIRACL)
value: 14.343760356007765
verified: no, type: nAUC_P@20_diff1(MIRACL)
value: -26.064734965649322
verified: no, type: nAUC_P@20_max(MIRACL)
value: 34.10936682680113
verified: no, type: nAUC_P@20_std(MIRACL)
value: 20.31615496254574
verified: no, type: nAUC_P@3_diff1(MIRACL)
value: -10.903444655544746
verified: no, type: nAUC_P@3_max(MIRACL)
value: 34.33585029049373
verified: no, type: nAUC_P@3_std(MIRACL)
value: 18.620142249622834
verified: no, type: nAUC_P@5_diff1(MIRACL)
value: -18.454884144221385
verified: no, type: nAUC_P@5_max(MIRACL)
value: 35.620428961110036
verified: no, type: nAUC_P@5_std(MIRACL)
value: 20.265460635926893
verified: no, type: nAUC_Recall@1000_diff1(MIRACL)
value: -28.25716669219796
verified: no, type: nAUC_Recall@1000_max(MIRACL)
value: 59.88673755432144
verified: no, type: nAUC_Recall@1000_std(MIRACL)
value: 29.916576785101622
verified: no, type: nAUC_Recall@100_diff1(MIRACL)
value: -28.25716669219796
verified: no, type: nAUC_Recall@100_max(MIRACL)
value: 59.88673755432144
verified: no, type: nAUC_Recall@100_std(MIRACL)
value: 29.916576785101622
verified: no, type: nAUC_Recall@10_diff1(MIRACL)
value: -2.5731369116803466
verified: no, type: nAUC_Recall@10_max(MIRACL)
value: 34.37108435281944
verified: no, type: nAUC_Recall@10_std(MIRACL)
value: 20.744457001608925
verified: no, type: nAUC_Recall@1_diff1(MIRACL)
value: 34.30066727981356
verified: no, type: nAUC_Recall@1_max(MIRACL)
value: 11.096793012814972
verified: no, type: nAUC_Recall@1_std(MIRACL)
value: 4.298644702770651
verified: no, type: nAUC_Recall@20_diff1(MIRACL)
value: -13.667980220614172
verified: no, type: nAUC_Recall@20_max(MIRACL)
value: 44.947659106700044
verified: no, type: nAUC_Recall@20_std(MIRACL)
value: 29.413435369376923
verified: no, type: nAUC_Recall@3_diff1(MIRACL)
value: 15.838199908854786
verified: no, type: nAUC_Recall@3_max(MIRACL)
value: 17.368565662731196
verified: no, type: nAUC_Recall@3_std(MIRACL)
value: 10.538072940876807
verified: no, type: nAUC_Recall@5_diff1(MIRACL)
value: 8.199967584892176
verified: no, type: nAUC_Recall@5_max(MIRACL)
value: 23.500985460573578
verified: no, type: nAUC_Recall@5_std(MIRACL)
value: 13.477424183539433
verified: no
task: type: Reranking, dataset: config: ru
name: MTEB MIRACLRetrieval (ru)
revision: main
split: dev
type: miracl/mmteb-miracl
metrics: type: main_score
value: 52.211
verified: no, type: map_at_1
value: 23.238
verified: no, type: map_at_10
value: 41.559000000000005
verified: no, type: map_at_100
value: 44.757999999999996
verified: no, type: map_at_1000
value: 44.861000000000004
verified: no, type: map_at_20
value: 43.461
verified: no, type: map_at_3
value: 34.593
verified: no, type: map_at_5
value: 38.056
verified: no, type: mrr_at_1
value: 47.04472843450479
verified: no, type: mrr_at_10
value: 59.587485420153286
verified: no, type: mrr_at_100
value: 60.17662556783717
verified: no, type: mrr_at_1000
value: 60.1850174860852
verified: no, type: mrr_at_20
value: 60.003979383733544
verified: no, type: mrr_at_3
value: 56.62939297124608
verified: no, type: mrr_at_5
value: 58.33067092651768
verified: no, type: nauc_map_at_1000_diff1
value: 26.665139374258256
verified: no, type: nauc_map_at_1000_max
value: 20.20801190375824
verified: no, type: nauc_map_at_1000_std
value: 3.35434510540552
verified: no, type: nauc_map_at_100_diff1
value: 26.691816652639787
verified: no, type: nauc_map_at_100_max
value: 20.193510183457917
verified: no, type: nauc_map_at_100_std
value: 3.371679544337864
verified: no, type: nauc_map_at_10_diff1
value: 27.24904607990151
verified: no, type: nauc_map_at_10_max
value: 18.26589731339405
verified: no, type: nauc_map_at_10_std
value: 1.0177924180874538
verified: no, type: nauc_map_at_1_diff1
value: 34.53595808193455
verified: no, type: nauc_map_at_1_max
value: 10.970155439499656
verified: no, type: nauc_map_at_1_std
value: -3.8626873246816373
verified: no, type: nauc_map_at_20_diff1
value: 26.8513788979128
verified: no, type: nauc_map_at_20_max
value: 19.367475736662428
verified: no, type: nauc_map_at_20_std
value: 2.2475091146613564
verified: no, type: nauc_map_at_3_diff1
value: 28.911815196615866
verified: no, type: nauc_map_at_3_max
value: 15.474121149651292
verified: no, type: nauc_map_at_3_std
value: -1.0664535264565158
verified: no, type: nauc_map_at_5_diff1
value: 27.772031743222787
verified: no, type: nauc_map_at_5_max
value: 16.241638808384145
verified: no, type: nauc_map_at_5_std
value: -0.6044307972013538
verified: no, type: nauc_mrr_at_1000_diff1
value: 26.66563442138901
verified: no, type: nauc_mrr_at_1000_max
value: 27.74734004586503
verified: no, type: nauc_mrr_at_1000_std
value: 10.663042801330587
verified: no, type: nauc_mrr_at_100_diff1
value: 26.66809693875436
verified: no, type: nauc_mrr_at_100_max
value: 27.7565667281779
verified: no, type: nauc_mrr_at_100_std
value: 10.671838040923266
verified: no, type: nauc_mrr_at_10_diff1
value: 26.587658592417736
verified: no, type: nauc_mrr_at_10_max
value: 27.872712998242328
verified: no, type: nauc_mrr_at_10_std
value: 10.979716151856918
verified: no, type: nauc_mrr_at_1_diff1
value: 29.30751401472168
verified: no, type: nauc_mrr_at_1_max
value: 24.98212676568516
verified: no, type: nauc_mrr_at_1_std
value: 6.094206809391165
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task: type: Retrieval, dataset: config: ru
name: MTEB MassiveIntentClassification (ru)
revision: 4672e20407010da34463acc759c162ca9734bca6
split: test
type: mteb/amazon_massive_intent
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task: type: Classification, dataset: config: ru
name: MTEB MassiveScenarioClassification (ru)
revision: fad2c6e8459f9e1c45d9315f4953d921437d70f8
split: test
type: mteb/amazon_massive_scenario
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task: type: Classification, dataset: config: default
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revision: 43265056790b8f7c59e0139acb4be0a8dad2c8f4
split: test
type: merionum/ru_paraphraser
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task: type: STS, dataset: config: default
name: MTEB RiaNewsRetrieval
revision: 82374b0bbacda6114f39ff9c5b925fa1512ca5d7
split: test
type: ai-forever/ria-news-retrieval
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verified: no, type: recall_at_5
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verified: no
task: type: Retrieval, dataset: config: default
name: MTEB RuBQReranking
revision: 2e96b8f098fa4b0950fc58eacadeb31c0d0c7fa2
split: test
type: ai-forever/rubq-reranking
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task: type: Reranking, dataset: config: default
name: MTEB RuBQRetrieval
revision: e19b6ffa60b3bc248e0b41f4cc37c26a55c2a67b
split: test
type: ai-forever/rubq-retrieval
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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: recall_at_5
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verified: no
task: type: Retrieval, dataset: config: default
name: MTEB RuReviewsClassification
revision: f6d2c31f4dc6b88f468552750bfec05b4b41b05a
split: test
type: ai-forever/ru-reviews-classification
metrics: type: accuracy
value: 68.2373046875
verified: no, type: f1
value: 66.6798984937843
verified: no, type: f1_weighted
value: 66.67858774240374
verified: no, type: main_score
value: 68.2373046875
verified: no
task: type: Classification, dataset: config: default
name: MTEB RuSTSBenchmarkSTS
revision: 7cf24f325c6da6195df55bef3d86b5e0616f3018
split: test
type: ai-forever/ru-stsbenchmark-sts
metrics: type: cosine_pearson
value: 77.06911833905438
verified: no, type: cosine_spearman
value: 77.84605139753621
verified: no, type: euclidean_pearson
value: 76.3616511204864
verified: no, type: euclidean_spearman
value: 77.84487946345095
verified: no, type: main_score
value: 77.84605139753621
verified: no, type: manhattan_pearson
value: 76.35303659263998
verified: no, type: manhattan_spearman
value: 77.87677782965115
verified: no, type: pearson
value: 77.06911833905438
verified: no, type: spearman
value: 77.84605139753621
verified: no
task: type: STS, dataset: config: default
name: MTEB RuSciBenchGRNTIClassification
revision: 673a610d6d3dd91a547a0d57ae1b56f37ebbf6a1
split: test
type: ai-forever/ru-scibench-grnti-classification
metrics: type: accuracy
value: 61.23535156249999
verified: no, type: f1
value: 59.029291161802334
verified: no, type: f1_weighted
value: 59.041548793589406
verified: no, type: main_score
value: 61.23535156249999
verified: no
task: type: Classification, dataset: config: default
name: MTEB RuSciBenchGRNTIClusteringP2P
revision: 673a610d6d3dd91a547a0d57ae1b56f37ebbf6a1
split: test
type: ai-forever/ru-scibench-grnti-classification
metrics: type: main_score
value: 56.82815630686135
verified: no, type: v_measure
value: 56.82815630686135
verified: no, type: v_measure_std
value: 0.6871068462323323
verified: no
task: type: Clustering, dataset: config: default
name: MTEB RuSciBenchOECDClassification
revision: 26c88e99dcaba32bb45d0e1bfc21902337f6d471
split: test
type: ai-forever/ru-scibench-oecd-classification
metrics: type: accuracy
value: 48.1005859375
verified: no, type: f1
value: 44.918516110124315
verified: no, type: f1_weighted
value: 44.91942618115105
verified: no, type: main_score
value: 48.1005859375
verified: no
task: type: Classification, dataset: config: default
name: MTEB RuSciBenchOECDClusteringP2P
revision: 26c88e99dcaba32bb45d0e1bfc21902337f6d471
split: test
type: ai-forever/ru-scibench-oecd-classification
metrics: type: main_score
value: 48.72707742931753
verified: no, type: v_measure
value: 48.72707742931753
verified: no, type: v_measure_std
value: 0.7258468439420995
verified: no
task: type: Clustering, dataset: config: ru
name: MTEB STS22 (ru)
revision: de9d86b3b84231dc21f76c7b7af1f28e2f57f6e3
split: test
type: mteb/sts22-crosslingual-sts
metrics: type: cosine_pearson
value: 64.95220904597029
verified: no, type: cosine_spearman
value: 67.35282990065247
verified: no, type: euclidean_pearson
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verified: no, type: euclidean_spearman
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verified: no, type: main_score
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verified: no, type: manhattan_pearson
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verified: no, type: manhattan_spearman
value: 66.99408273892949
verified: no, type: pearson
value: 64.95220904597029
verified: no, type: spearman
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verified: no
task: type: STS, dataset: config: default
name: MTEB SensitiveTopicsClassification
revision: 416b34a802308eac30e4192afc0ff99bb8dcc7f2
split: test
type: ai-forever/sensitive-topics-classification
metrics: type: accuracy
value: 29.624023437500004
verified: no, type: f1
value: 33.214028020582894
verified: no, type: lrap
value: 44.53599717881868
verified: no, type: main_score
value: 29.624023437500004
verified: no
task: type: MultilabelClassification, dataset: config: default
name: MTEB TERRa
revision: 7b58f24536063837d644aab9a023c62199b2a612
split: dev
type: ai-forever/terra-pairclassification
metrics: type: cosine_accuracy
value: 57.98045602605863
verified: no, type: cosine_accuracy_threshold
value: 83.04829597473145
verified: no, type: cosine_ap
value: 55.56580974377611
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value: 66.9603524229075
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value: 73.216313123703
verified: no, type: cosine_precision
value: 50.498338870431894
verified: no, type: cosine_recall
value: 99.34640522875817
verified: no, type: dot_accuracy
value: 57.98045602605863
verified: no, type: dot_accuracy_threshold
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verified: no, type: dot_ap
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verified: no, type: dot_f1
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value: 73.21631908416748
verified: no, type: dot_precision
value: 50.498338870431894
verified: no, type: dot_recall
value: 99.34640522875817
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verified: no, type: euclidean_ap
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verified: no, type: manhattan_accuracy
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verified: no, type: manhattan_accuracy_threshold
value: 1336.6012573242188
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value: 1720.5078125
verified: no, type: manhattan_precision
value: 50.32894736842105
verified: no, type: manhattan_recall
value: 100
verified: no, type: max_ap
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verified: no, type: max_f1
value: 66.9603524229075
verified: no, type: max_precision
value: 50.498338870431894
verified: no, type: max_recall
value: 100
verified: no, type: similarity_accuracy
value: 57.98045602605863
verified: no, type: similarity_accuracy_threshold
value: 83.04829597473145
verified: no, type: similarity_ap
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verified: no, type: similarity_f1
value: 66.9603524229075
verified: no, type: similarity_f1_threshold
value: 73.216313123703
verified: no, type: similarity_precision
value: 50.498338870431894
verified: no, type: similarity_recall
value: 99.34640522875817
verified: no
task: type: PairClassification
pipeline_tag: sentence-similarity
tags: sentence-transformers, feature-extraction, sentence-similarity, mteb
Likes: 0 | All-time downloads: 249
Created: 2025-06-03 18:22:23