Model: dangvantuan/french-document-embedding
Author: dangvantuan
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, safetensors, Bilingual, feature-extraction, sentence-similarity, transformers, french, english, sentence-embedding, mteb, custom_code, fr, en, arxiv:1705.00652, arxiv:2402.16829, arxiv:1908.10084, arxiv:2407.19669, arxiv:2308.03281, arxiv:2402.14776, license:apache-2.0, model-index, endpoints_compatible, region:us
Card metadata: library_name: sentence-transformers
pipeline_tag: sentence-similarity
tags: sentence-transformers, feature-extraction, sentence-similarity, transformers, french, english, sentence-embedding, mteb
model-index: name: 7eff199d41ff669fad99d83cad9249c393c3f14b
results: task: type: Clustering
dataset: type: lyon-nlp/alloprof
name: MTEB AlloProfClusteringP2P
config: default
split: test
revision: 392ba3f5bcc8c51f578786c1fc3dae648662cb9b
metrics: type: v_measure
value: 59.69196295449414
verified: no, type: v_measures
value: 0.6355772777559684, 0.4980707615440343, 0.5851538838323186, 0.6567709175938427, 0.5712405288636999
verified: no, task: type: Clustering
dataset: type: lyon-nlp/alloprof
name: MTEB AlloProfClusteringS2S
config: default
split: test
revision: 392ba3f5bcc8c51f578786c1fc3dae648662cb9b
metrics: type: v_measure
value: 45.607106996926426
verified: no, type: v_measures
value: 0.45846869913649535, 0.42657120373128293, 0.45507356125930876, 0.4258913306353704, 0.4779122207000794
verified: no, task: type: Reranking
dataset: type: lyon-nlp/mteb-fr-reranking-alloprof-s2p
name: MTEB AlloprofReranking
config: default
split: test
revision: 65393d0d7a08a10b4e348135e824f385d420b0fd
metrics: type: map
value: 73.51836428087765
verified: no, type: mrr
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verified: no, type: nAUC_map_diff1
value: 56.006169898728466
verified: no, type: nAUC_map_max
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verified: no, type: nAUC_mrr_diff1
value: 56.68072778248672
verified: no, type: nAUC_mrr_max
value: 29.362681962243276
verified: no, task: type: Retrieval
dataset: type: lyon-nlp/alloprof
name: MTEB AlloprofRetrieval
config: default
split: test
revision: fcf295ea64c750f41fadbaa37b9b861558e1bfbd
metrics: type: map_at_1
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verified: no, type: map_at_10
value: 43.582
verified: no, type: map_at_100
value: 44.381
verified: no, type: map_at_1000
value: 44.426
verified: no, type: map_at_20
value: 44.061
verified: no, type: map_at_3
value: 40.602
verified: no, type: map_at_5
value: 42.381
verified: no, type: mrr_at_1
value: 32.08117443868739
verified: no, type: mrr_at_10
value: 43.5823429832498
verified: no, type: mrr_at_100
value: 44.38068560877513
verified: no, type: mrr_at_1000
value: 44.426194305504026
verified: no, type: mrr_at_20
value: 44.06128094655753
verified: no, type: mrr_at_3
value: 40.60161197466903
verified: no, type: mrr_at_5
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verified: no, type: nauc_map_at_1000_diff1
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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_20_diff1
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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_5_diff1
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verified: no, type: nauc_recall_at_5_max
value: 43.88721507465339
verified: no, type: ndcg_at_1
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verified: no, type: ndcg_at_10
value: 49.502
verified: no, type: ndcg_at_100
value: 53.52
verified: no, type: ndcg_at_1000
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verified: no, type: ndcg_at_20
value: 51.219
verified: no, type: ndcg_at_3
value: 43.381
verified: no, type: ndcg_at_5
value: 46.603
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
value: 17.142
verified: no, type: precision_at_5
value: 11.857
verified: no, type: recall_at_1
value: 32.080999999999996
verified: no, type: recall_at_10
value: 68.221
verified: no, type: recall_at_100
value: 87.349
verified: no, type: recall_at_1000
value: 98.014
verified: no, type: recall_at_20
value: 74.957
verified: no, type: recall_at_3
value: 51.425
verified: no, type: recall_at_5
value: 59.282999999999994
verified: no, task: type: Classification
dataset: type: mteb/amazon_reviews_multi
name: MTEB AmazonReviewsClassification (fr)
config: fr
split: test
revision: 1399c76144fd37290681b995c656ef9b2e06e26d
metrics: type: accuracy
value: 39.892
verified: no, type: f1
value: 38.38126304364462
verified: no, type: f1_weighted
value: 38.38126304364462
verified: no, task: type: Retrieval
dataset: type: maastrichtlawtech/bsard
name: MTEB BSARDRetrieval
config: default
split: test
revision: 5effa1b9b5fa3b0f9e12523e6e43e5f86a6e6d59
metrics: type: map_at_1
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verified: no, type: map_at_10
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verified: no, type: map_at_100
value: 17.647
verified: no, type: map_at_1000
value: 17.742
verified: no, type: map_at_20
value: 17.22
verified: no, type: map_at_3
value: 14.188999999999998
verified: no, type: map_at_5
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verified: no, type: mrr_at_1
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verified: no, type: mrr_at_10
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verified: no, type: mrr_at_100
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verified: no, type: mrr_at_1000
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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
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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
value: 6.306000000000001
verified: no, type: precision_at_5
value: 4.595
verified: no, type: recall_at_1
value: 10.811
verified: no, type: recall_at_10
value: 32.883
verified: no, type: recall_at_100
value: 63.063
verified: no, type: recall_at_1000
value: 84.685
verified: no, type: recall_at_20
value: 44.144
verified: no, type: recall_at_3
value: 18.919
verified: no, type: recall_at_5
value: 22.973
verified: no, task: type: Clustering
dataset: type: lyon-nlp/clustering-hal-s2s
name: MTEB HALClusteringS2S
config: default
split: test
revision: e06ebbbb123f8144bef1a5d18796f3dec9ae2915
metrics: type: v_measure
value: 25.209561281028435
verified: no, type: v_measures
value: 0.28558356565178666, 0.2707322246129254, 0.2683693125038299, 0.2703937853835602, 0.22057190525667872
verified: no, task: type: Clustering
dataset: type: reciTAL/mlsum
name: MTEB MLSUMClusteringP2P
config: default
split: test
revision: b5d54f8f3b61ae17845046286940f03c6bc79bc7
metrics: type: v_measure
value: 42.82528809996964
verified: no, type: v_measures
value: 0.43465029372260205, 0.42821098223656917, 0.43537879149583325, 0.4289578694928627, 0.3794307754465835
verified: no, task: type: Clustering
dataset: type: reciTAL/mlsum
name: MTEB MLSUMClusteringS2S
config: default
split: test
revision: b5d54f8f3b61ae17845046286940f03c6bc79bc7
metrics: type: v_measure
value: 43.44172295073941
verified: no, type: v_measures
value: 0.4294163918345751, 0.46229994906725164, 0.44188446196569603, 0.43839320352264155, 0.3866853445120933
verified: no, task: type: Classification
dataset: type: mteb/mtop_domain
name: MTEB MTOPDomainClassification (fr)
config: fr
split: test
revision: d80d48c1eb48d3562165c59d59d0034df9fff0bf
metrics: type: accuracy
value: 88.33072345756342
verified: no, type: f1
value: 88.11780476022122
verified: no, type: f1_weighted
value: 88.28188145087299
verified: no, task: type: Classification
dataset: type: mteb/mtop_intent
name: MTEB MTOPIntentClassification (fr)
config: fr
split: test
revision: ae001d0e6b1228650b7bd1c2c65fb50ad11a8aba
metrics: type: accuracy
value: 57.854682117131226
verified: no, type: f1
value: 41.121569078191996
verified: no, type: f1_weighted
value: 60.04845437480532
verified: no, task: type: Classification
dataset: type: mteb/masakhanews
name: MTEB MasakhaNEWSClassification (fra)
config: fra
split: test
revision: 18193f187b92da67168c655c9973a165ed9593dd
metrics: type: accuracy
value: 76.87203791469194
verified: no, type: f1
value: 72.94847557303437
verified: no, type: f1_weighted
value: 76.9128173959562
verified: no, task: type: Clustering
dataset: type: masakhane/masakhanews
name: MTEB MasakhaNEWSClusteringP2P (fra)
config: fra
split: test
revision: 8ccc72e69e65f40c70e117d8b3c08306bb788b60
metrics: type: v_measure
value: 61.32006896333715
verified: no, type: v_measures
value: 1, 0.6446188396257355, 0.28995363026757603, 0.40898735994696084, 0.7224436183265853
verified: no, task: type: Clustering
dataset: type: masakhane/masakhanews
name: MTEB MasakhaNEWSClusteringS2S (fra)
config: fra
split: test
revision: 8ccc72e69e65f40c70e117d8b3c08306bb788b60
metrics: type: v_measure
value: 60.509887123660256
verified: no, type: v_measures
value: 1, 0.022472587992562534, 0.4686320087689936, 0.811946141094871, 0.7224436183265853
verified: no, task: type: Classification
dataset: type: mteb/amazon_massive_intent
name: MTEB MassiveIntentClassification (fr)
config: fr
split: test
revision: 4672e20407010da34463acc759c162ca9734bca6
metrics: type: accuracy
value: 64.14256893073302
verified: no, type: f1
value: 61.33068109342782
verified: no, type: f1_weighted
value: 62.74292948992287
verified: no, task: type: Classification
dataset: type: mteb/amazon_massive_scenario
name: MTEB MassiveScenarioClassification (fr)
config: fr
split: test
revision: fad2c6e8459f9e1c45d9315f4953d921437d70f8
metrics: type: accuracy
value: 70.68930733019502
verified: no, type: f1
value: 70.26641874846638
verified: no, type: f1_weighted
value: 70.35250466465047
verified: no, task: type: Retrieval
dataset: type: jinaai/mintakaqa
name: MTEB MintakaRetrieval (fr)
config: fr
split: test
revision: efa78cc2f74bbcd21eff2261f9e13aebe40b814e
metrics: type: map_at_1
value: 19.165
verified: no, type: map_at_10
value: 28.663
verified: no, type: map_at_100
value: 29.737000000000002
verified: no, type: map_at_1000
value: 29.826000000000004
verified: no, type: map_at_20
value: 29.266
verified: no, type: map_at_3
value: 26.024
verified: no, type: map_at_5
value: 27.486
verified: no, type: mrr_at_1
value: 19.164619164619165
verified: no, type: mrr_at_10
value: 28.66298116298116
verified: no, type: mrr_at_100
value: 29.737423308510476
verified: no, type: mrr_at_1000
value: 29.825744096186796
verified: no, type: mrr_at_20
value: 29.26593905045215
verified: no, type: mrr_at_3
value: 26.023751023751025
verified: no, type: mrr_at_5
value: 27.48566748566751
verified: no, type: nauc_map_at_1000_diff1
value: 23.682512151202967
verified: no, type: nauc_map_at_1000_max
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verified: no, type: nauc_map_at_100_diff1
value: 23.647360144907324
verified: no, type: nauc_map_at_100_max
value: 25.812420160707074
verified: no, type: nauc_map_at_10_diff1
value: 23.658224717435765
verified: no, type: nauc_map_at_10_max
value: 25.845198626323217
verified: no, type: nauc_map_at_1_diff1
value: 30.56830621718086
verified: no, type: nauc_map_at_1_max
value: 19.931526248650147
verified: no, type: nauc_map_at_20_diff1
value: 23.69662048930091
verified: no, type: nauc_map_at_20_max
value: 25.936653022318403
verified: no, type: nauc_map_at_3_diff1
value: 24.663221072349817
verified: no, type: nauc_map_at_3_max
value: 24.634011858800275
verified: no, type: nauc_map_at_5_diff1
value: 24.3650772668551
verified: no, type: nauc_map_at_5_max
value: 25.75222318469224
verified: no, type: nauc_mrr_at_1000_diff1
value: 23.682512151202967
verified: no, type: nauc_mrr_at_1000_max
value: 25.78708364723919
verified: no, type: nauc_mrr_at_100_diff1
value: 23.647360144907324
verified: no, type: nauc_mrr_at_100_max
value: 25.812420160707074
verified: no, type: nauc_mrr_at_10_diff1
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verified: no, type: nauc_mrr_at_10_max
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verified: no, type: nauc_mrr_at_1_diff1
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verified: no, type: nauc_mrr_at_1_max
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verified: no, type: nauc_mrr_at_20_diff1
value: 23.69662048930091
verified: no, type: nauc_mrr_at_20_max
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verified: no, type: nauc_mrr_at_3_diff1
value: 24.663221072349817
verified: no, type: nauc_mrr_at_3_max
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verified: no, type: nauc_mrr_at_5_diff1
value: 24.3650772668551
verified: no, type: nauc_mrr_at_5_max
value: 25.75222318469224
verified: no, type: nauc_ndcg_at_1000_diff1
value: 21.68690756038845
verified: no, type: nauc_ndcg_at_1000_max
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verified: no, type: nauc_ndcg_at_100_diff1
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verified: no, type: nauc_ndcg_at_100_max
value: 27.79987215383081
verified: no, type: nauc_ndcg_at_10_diff1
value: 20.791330920997765
verified: no, type: nauc_ndcg_at_10_max
value: 28.272774035036935
verified: no, type: nauc_ndcg_at_1_diff1
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verified: no, type: nauc_ndcg_at_1_max
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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_3_diff1
value: 22.987235018840494
verified: no, type: nauc_ndcg_at_3_max
value: 26.054144215976482
verified: no, type: nauc_ndcg_at_5_diff1
value: 22.497863289090464
verified: no, type: nauc_ndcg_at_5_max
value: 27.98879570850259
verified: no, type: nauc_precision_at_1000_diff1
value: -0.6707404502167996
verified: no, type: nauc_precision_at_1000_max
value: 31.987217077673346
verified: no, type: nauc_precision_at_100_diff1
value: 5.079765403021014
verified: no, type: nauc_precision_at_100_max
value: 34.857053312543194
verified: no, type: nauc_precision_at_10_diff1
value: 12.628771618059472
verified: no, type: nauc_precision_at_10_max
value: 35.009564954169896
verified: no, type: nauc_precision_at_1_diff1
value: 30.56830621718086
verified: no, type: nauc_precision_at_1_max
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verified: no, type: nauc_precision_at_20_diff1
value: 12.28251326261041
verified: no, type: nauc_precision_at_20_max
value: 36.942629359432075
verified: no, type: nauc_precision_at_3_diff1
value: 18.663775283519335
verified: no, type: nauc_precision_at_3_max
value: 29.741315837492472
verified: no, type: nauc_precision_at_5_diff1
value: 17.70442691217025
verified: no, type: nauc_precision_at_5_max
value: 33.93438470540527
verified: no, type: nauc_recall_at_1000_diff1
value: -0.6707404502171719
verified: no, type: nauc_recall_at_1000_max
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verified: no, type: nauc_recall_at_100_diff1
value: 5.079765403021056
verified: no, type: nauc_recall_at_100_max
value: 34.85705331254323
verified: no, type: nauc_recall_at_10_diff1
value: 12.628771618059483
verified: no, type: nauc_recall_at_10_max
value: 35.00956495416992
verified: no, type: nauc_recall_at_1_diff1
value: 30.56830621718086
verified: no, type: nauc_recall_at_1_max
value: 19.931526248650147
verified: no, type: nauc_recall_at_20_diff1
value: 12.282513262610411
verified: no, type: nauc_recall_at_20_max
value: 36.94262935943207
verified: no, type: nauc_recall_at_3_diff1
value: 18.663775283519346
verified: no, type: nauc_recall_at_3_max
value: 29.741315837492465
verified: no, type: nauc_recall_at_5_diff1
value: 17.704426912170252
verified: no, type: nauc_recall_at_5_max
value: 33.934384705405286
verified: no, type: ndcg_at_1
value: 19.165
verified: no, type: ndcg_at_10
value: 33.674
verified: no, type: ndcg_at_100
value: 39.297
verified: no, type: ndcg_at_1000
value: 41.896
verified: no, type: ndcg_at_20
value: 35.842
verified: no, type: ndcg_at_3
value: 28.238999999999997
verified: no, type: ndcg_at_5
value: 30.863000000000003
verified: no, type: precision_at_1
value: 19.165
verified: no, type: precision_at_10
value: 4.9590000000000005
verified: no, type: precision_at_100
value: 0.768
verified: no, type: precision_at_1000
value: 0.098
verified: no, type: precision_at_20
value: 2.905
verified: no, type: precision_at_3
value: 11.548
verified: no, type: precision_at_5
value: 8.198
verified: no, type: recall_at_1
value: 19.165
verified: no, type: recall_at_10
value: 49.59
verified: no, type: recall_at_100
value: 76.822
verified: no, type: recall_at_1000
value: 97.83
verified: no, type: recall_at_20
value: 58.108000000000004
verified: no, type: recall_at_3
value: 34.644000000000005
verified: no, type: recall_at_5
value: 40.991
verified: no, task: type: PairClassification
dataset: type: GEM/opusparcus
name: MTEB OpusparcusPC (fr)
config: fr
split: test
revision: 9e9b1f8ef51616073f47f306f7f47dd91663f86a
metrics: type: cos_sim_accuracy
value: 83.5149863760218
verified: no, type: cos_sim_ap
value: 94.18614574224773
verified: no, type: cos_sim_f1
value: 88.3564925730714
verified: no, type: cos_sim_precision
value: 85.37037037037037
verified: no, type: cos_sim_recall
value: 91.55908639523336
verified: no, type: dot_accuracy
value: 83.5149863760218
verified: no, type: dot_ap
value: 94.18614574224773
verified: no, type: dot_f1
value: 88.3564925730714
verified: no, type: dot_precision
value: 85.37037037037037
verified: no, type: dot_recall
value: 91.55908639523336
verified: no, type: euclidean_accuracy
value: 83.5149863760218
verified: no, type: euclidean_ap
value: 94.18614574224773
verified: no, type: euclidean_f1
value: 88.3564925730714
verified: no, type: euclidean_precision
value: 85.37037037037037
verified: no, type: euclidean_recall
value: 91.55908639523336
verified: no, type: manhattan_accuracy
value: 83.5149863760218
verified: no, type: manhattan_ap
value: 94.16717671332795
verified: no, type: manhattan_f1
value: 88.35418671799808
verified: no, type: manhattan_precision
value: 85.71428571428571
verified: no, type: manhattan_recall
value: 91.16186693147964
verified: no, type: max_accuracy
value: 83.5149863760218
verified: no, type: max_ap
value: 94.18614574224773
verified: no, type: max_f1
value: 88.3564925730714
verified: no, task: type: PairClassification
dataset: type: google-research-datasets/paws-x
name: MTEB PawsX (fr)
config: fr
split: test
revision: 8a04d940a42cd40658986fdd8e3da561533a3646
metrics: type: cos_sim_accuracy
value: 60.699999999999996
verified: no, type: cos_sim_ap
value: 60.20276173325004
verified: no, type: cos_sim_f1
value: 62.716429395921516
verified: no, type: cos_sim_precision
value: 48.05424528301887
verified: no, type: cos_sim_recall
value: 90.2547065337763
verified: no, type: dot_accuracy
value: 60.699999999999996
verified: no, type: dot_ap
value: 60.27996470746299
verified: no, type: dot_f1
value: 62.716429395921516
verified: no, type: dot_precision
value: 48.05424528301887
verified: no, type: dot_recall
value: 90.2547065337763
verified: no, type: euclidean_accuracy
value: 60.699999999999996
verified: no, type: euclidean_ap
value: 60.20276173325004
verified: no, type: euclidean_f1
value: 62.716429395921516
verified: no, type: euclidean_precision
value: 48.05424528301887
verified: no, type: euclidean_recall
value: 90.2547065337763
verified: no, type: manhattan_accuracy
value: 60.699999999999996
verified: no, type: manhattan_ap
value: 60.18010040913353
verified: no, type: manhattan_f1
value: 62.71056661562021
verified: no, type: manhattan_precision
value: 47.92276184903452
verified: no, type: manhattan_recall
value: 90.69767441860465
verified: no, type: max_accuracy
value: 60.699999999999996
verified: no, type: max_ap
value: 60.27996470746299
verified: no, type: max_f1
value: 62.716429395921516
verified: no, task: type: STS
dataset: type: Lajavaness/SICK-fr
name: MTEB SICKFr
config: default
split: test
revision: e077ab4cf4774a1e36d86d593b150422fafd8e8a
metrics: type: cos_sim_pearson
value: 84.24496945719946
verified: no, type: cos_sim_spearman
value: 78.10001513346513
verified: no, type: euclidean_pearson
value: 81.43570951228163
verified: no, type: euclidean_spearman
value: 78.0987784421045
verified: no, type: manhattan_pearson
value: 81.31986646517238
verified: no, type: manhattan_spearman
value: 78.09610194828534
verified: no, task: type: STS
dataset: type: mteb/sts22-crosslingual-sts
name: MTEB STS22 (fr)
config: fr
split: test
revision: de9d86b3b84231dc21f76c7b7af1f28e2f57f6e3
metrics: type: cos_sim_pearson
value: 83.07721141521425
verified: no, type: cos_sim_spearman
value: 83.19199466052186
verified: no, type: euclidean_pearson
value: 82.10672022294766
verified: no, type: euclidean_spearman
value: 83.19199466052186
verified: no, type: manhattan_pearson
value: 81.92531847793633
verified: no, type: manhattan_spearman
value: 83.20694689089673
verified: no, task: type: STS
dataset: type: mteb/stsb_multi_mt
name: MTEB STSBenchmarkMultilingualSTS (fr)
config: fr
split: test
revision: 29afa2569dcedaaa2fe6a3dcfebab33d28b82e8c
metrics: type: cos_sim_pearson
value: 83.957481748094
verified: no, type: cos_sim_spearman
value: 84.40492503459248
verified: no, type: euclidean_pearson
value: 83.8150014101056
verified: no, type: euclidean_spearman
value: 84.40686653864509
verified: no, type: manhattan_pearson
value: 83.6816837321264
verified: no, type: manhattan_spearman
value: 84.2678486368702
verified: no, task: type: Summarization
dataset: type: lyon-nlp/summarization-summeval-fr-p2p
name: MTEB SummEvalFr
config: default
split: test
revision: b385812de6a9577b6f4d0f88c6a6e35395a94054
metrics: type: cos_sim_pearson
value: 32.06592630917136
verified: no, type: cos_sim_spearman
value: 30.94878864229808
verified: no, type: dot_pearson
value: 32.06591974515864
verified: no, type: dot_spearman
value: 30.925383080565222
verified: no, task: type: Reranking
dataset: type: lyon-nlp/mteb-fr-reranking-syntec-s2p
name: MTEB SyntecReranking
config: default
split: test
revision: daf0863838cd9e3ba50544cdce3ac2b338a1b0ad
metrics: type: map
value: 88.11666666666667
verified: no, type: mrr
value: 88.11666666666667
verified: no, type: nAUC_map_diff1
value: 66.27779227667267
verified: no, type: nAUC_map_max
value: 6.651414764738896
verified: no, type: nAUC_mrr_diff1
value: 66.27779227667267
verified: no, type: nAUC_mrr_max
value: 6.651414764738896
verified: no, task: type: Retrieval
dataset: type: lyon-nlp/mteb-fr-retrieval-syntec-s2p
name: MTEB SyntecRetrieval
config: default
split: test
revision: 19661ccdca4dfc2d15122d776b61685f48c68ca9
metrics: type: map_at_1
value: 69
verified: no, type: map_at_10
value: 80.65
verified: no, type: map_at_100
value: 80.838
verified: no, type: map_at_1000
value: 80.838
verified: no, type: map_at_20
value: 80.838
verified: no, type: map_at_3
value: 79.833
verified: no, type: map_at_5
value: 80.483
verified: no, type: mrr_at_1
value: 69
verified: no, type: mrr_at_10
value: 80.64999999999999
verified: no, type: mrr_at_100
value: 80.83799019607844
verified: no, type: mrr_at_1000
value: 80.83799019607844
verified: no, type: mrr_at_20
value: 80.83799019607844
verified: no, type: mrr_at_3
value: 79.83333333333334
verified: no, type: mrr_at_5
value: 80.48333333333333
verified: no, type: nauc_map_at_1000_diff1
value: 61.46904865740055
verified: no, type: nauc_map_at_1000_max
value: 24.307826758747282
verified: no, type: nauc_map_at_100_diff1
value: 61.46904865740055
verified: no, type: nauc_map_at_100_max
value: 24.307826758747282
verified: no, type: nauc_map_at_10_diff1
value: 61.094194035098035
verified: no, type: nauc_map_at_10_max
value: 24.44687875369869
verified: no, type: nauc_map_at_1_diff1
value: 65.17628798701865
verified: no, type: nauc_map_at_1_max
value: 25.79501560929155
verified: no, type: nauc_map_at_20_diff1
value: 61.46904865740055
verified: no, type: nauc_map_at_20_max
value: 24.307826758747282
verified: no, type: nauc_map_at_3_diff1
value: 61.562719756100805
verified: no, type: nauc_map_at_3_max
value: 25.87804164282553
verified: no, type: nauc_map_at_5_diff1
value: 61.471976470716264
verified: no, type: nauc_map_at_5_max
value: 25.180513270581322
verified: no, type: nauc_mrr_at_1000_diff1
value: 61.46904865740055
verified: no, type: nauc_mrr_at_1000_max
value: 24.307826758747282
verified: no, type: nauc_mrr_at_100_diff1
value: 61.46904865740055
verified: no, type: nauc_mrr_at_100_max
value: 24.307826758747282
verified: no, type: nauc_mrr_at_10_diff1
value: 61.094194035098035
verified: no, type: nauc_mrr_at_10_max
value: 24.44687875369869
verified: no, type: nauc_mrr_at_1_diff1
value: 65.17628798701865
verified: no, type: nauc_mrr_at_1_max
value: 25.79501560929155
verified: no, type: nauc_mrr_at_20_diff1
value: 61.46904865740055
verified: no, type: nauc_mrr_at_20_max
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verified: no, type: nauc_mrr_at_3_diff1
value: 61.562719756100805
verified: no, type: nauc_mrr_at_3_max
value: 25.87804164282553
verified: no, type: nauc_mrr_at_5_diff1
value: 61.471976470716264
verified: no, type: nauc_mrr_at_5_max
value: 25.180513270581322
verified: no, type: nauc_ndcg_at_1000_diff1
value: 60.95477865546023
verified: no, type: nauc_ndcg_at_1000_max
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verified: no, type: nauc_ndcg_at_100_diff1
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verified: no, type: nauc_ndcg_at_100_max
value: 24.427553593893535
verified: no, type: nauc_ndcg_at_10_diff1
value: 59.101673931307396
verified: no, type: nauc_ndcg_at_10_max
value: 25.01155211084955
verified: no, type: nauc_ndcg_at_1_diff1
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verified: no, type: nauc_ndcg_at_1_max
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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_3_diff1
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verified: no, type: nauc_ndcg_at_3_max
value: 28.363238330232637
verified: no, type: nauc_ndcg_at_5_diff1
value: 60.15511994533307
verified: no, type: nauc_ndcg_at_5_max
value: 26.94308058940176
verified: no, type: nauc_precision_at_1000_diff1
value: nan
verified: no, type: nauc_precision_at_1000_max
value: nan
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verified: no
license: apache-2.0
language: fr, en
Likes: 12 | All-time downloads: 1178362
Created: 2024-08-16 04:23:22