Model: Lajavaness/bilingual-document-embedding
Author: Lajavaness
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, safetensors, bilingual, feature-extraction, sentence-similarity, transformers, sentence-embedding, mteb, custom_code, fr, arxiv:2010.08240, arxiv:2402.03216, arxiv:1911.02116, arxiv:1908.10084, 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, sentence-embedding, mteb
model-index: name: bilingual-document-embedding
results: task: type: Clustering
dataset: type: lyon-nlp/alloprof
name: MTEB AlloProfClusteringP2P
config: default
split: test
revision: 392ba3f5bcc8c51f578786c1fc3dae648662cb9b
metrics: type: v_measure
value: 59.15114729440782
verified: no, type: v_measures
value: 0.6088344883526443, 0.5973965747446686, 0.5447756077407359, 0.5758855880313155, 0.5557001687682872
verified: no, task: type: Clustering
dataset: type: lyon-nlp/alloprof
name: MTEB AlloProfClusteringS2S
config: default
split: test
revision: 392ba3f5bcc8c51f578786c1fc3dae648662cb9b
metrics: type: v_measure
value: 41.577823072264664
verified: no, type: v_measures
value: 0.38879769314999035, 0.4006045672100778, 0.3958716052074101, 0.4405039656967712, 0.47468521453925405
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: 73.87182436982245
verified: no, type: mrr
value: 75.16911341393207
verified: no, type: nAUC_map_diff1
value: 57.405401360219784
verified: no, type: nAUC_map_max
value: 23.453753045677463
verified: no, type: nAUC_mrr_diff1
value: 56.36974368790562
verified: no, type: nAUC_mrr_max
value: 24.630226324027316
verified: no, task: type: Retrieval
dataset: type: lyon-nlp/alloprof
name: MTEB AlloprofRetrieval
config: default
split: test
revision: fcf295ea64c750f41fadbaa37b9b861558e1bfbd
metrics: type: map_at_1
value: 32.513
verified: no, type: map_at_10
value: 43.175999999999995
verified: no, type: map_at_100
value: 44.062
verified: no, type: map_at_1000
value: 44.115
verified: no, type: map_at_20
value: 43.702999999999996
verified: no, type: map_at_3
value: 40.205999999999996
verified: no, type: map_at_5
value: 41.978
verified: no, type: mrr_at_1
value: 32.512953367875646
verified: no, type: mrr_at_10
value: 43.175871096855616
verified: no, type: mrr_at_100
value: 44.06232913339137
verified: no, type: mrr_at_1000
value: 44.11462846644048
verified: no, type: mrr_at_20
value: 43.70270697751798
verified: no, type: mrr_at_3
value: 40.20581462291314
verified: no, type: mrr_at_5
value: 41.978267127230986
verified: no, type: nauc_map_at_1000_diff1
value: 41.780712093626434
verified: no, type: nauc_map_at_1000_max
value: 37.56496014685421
verified: no, type: nauc_map_at_100_diff1
value: 41.783476025622775
verified: no, type: nauc_map_at_100_max
value: 37.60097300537378
verified: no, type: nauc_map_at_10_diff1
value: 41.61653902439649
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value: 37.33970786907192
verified: no, type: nauc_map_at_1_diff1
value: 44.90184716266261
verified: no, type: nauc_map_at_1_max
value: 34.452525158255284
verified: no, type: nauc_map_at_20_diff1
value: 41.6589893917753
verified: no, type: nauc_map_at_20_max
value: 37.58641485307153
verified: no, type: nauc_map_at_3_diff1
value: 42.104788108051075
verified: no, type: nauc_map_at_3_max
value: 36.5928644326236
verified: no, type: nauc_map_at_5_diff1
value: 41.607739702876565
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value: 36.907229583593825
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value: 41.780712093626434
verified: no, type: nauc_mrr_at_1000_max
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verified: no, type: nauc_mrr_at_100_diff1
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verified: no, type: nauc_mrr_at_3_diff1
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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_ndcg_at_1000_diff1
value: 41.28546857310532
verified: no, type: nauc_ndcg_at_1000_max
value: 39.086823074137
verified: no, type: nauc_ndcg_at_100_diff1
value: 41.25161168648205
verified: no, type: nauc_ndcg_at_100_max
value: 40.22844726831379
verified: no, type: nauc_ndcg_at_10_diff1
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verified: no, type: nauc_ndcg_at_1_diff1
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verified: no, type: nauc_ndcg_at_5_max
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value: 35.67963463267156
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value: 46.155216936968856
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verified: no, type: nauc_precision_at_1_max
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verified: no, type: nauc_precision_at_20_diff1
value: 34.94608063839023
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value: 52.447339810747174
verified: no, type: nauc_precision_at_3_diff1
value: 39.0332348086419
verified: no, type: nauc_precision_at_3_max
value: 39.83919369547502
verified: no, type: nauc_precision_at_5_diff1
value: 36.38511756252038
verified: no, type: nauc_precision_at_5_max
value: 41.375729851686486
verified: no, type: nauc_recall_at_1000_diff1
value: 46.824567335213885
verified: no, type: nauc_recall_at_1000_max
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verified: no, type: nauc_recall_at_100_diff1
value: 40.52716981002009
verified: no, type: nauc_recall_at_100_max
value: 65.51987173508483
verified: no, type: nauc_recall_at_10_diff1
value: 35.67963463267154
verified: no, type: nauc_recall_at_10_max
value: 46.15521693696879
verified: no, type: nauc_recall_at_1_diff1
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verified: no, type: nauc_recall_at_1_max
value: 34.452525158255284
verified: no, type: nauc_recall_at_20_diff1
value: 34.94608063839018
verified: no, type: nauc_recall_at_20_max
value: 52.44733981074723
verified: no, type: nauc_recall_at_3_diff1
value: 39.033234808641886
verified: no, type: nauc_recall_at_3_max
value: 39.83919369547505
verified: no, type: nauc_recall_at_5_diff1
value: 36.38511756252039
verified: no, type: nauc_recall_at_5_max
value: 41.37572985168646
verified: no, type: ndcg_at_1
value: 32.513
verified: no, type: ndcg_at_10
value: 48.796
verified: no, type: ndcg_at_100
value: 53.273
verified: no, type: ndcg_at_1000
value: 54.686
verified: no, type: ndcg_at_20
value: 50.702000000000005
verified: no, type: ndcg_at_3
value: 42.721
verified: no, type: ndcg_at_5
value: 45.9
verified: no, type: precision_at_1
value: 32.513
verified: no, type: precision_at_10
value: 6.662
verified: no, type: precision_at_100
value: 0.88
verified: no, type: precision_at_1000
value: 0.099
verified: no, type: precision_at_20
value: 3.707
verified: no, type: precision_at_3
value: 16.667
verified: no, type: precision_at_5
value: 11.537
verified: no, type: recall_at_1
value: 32.513
verified: no, type: recall_at_10
value: 66.623
verified: no, type: recall_at_100
value: 87.953
verified: no, type: recall_at_1000
value: 99.136
verified: no, type: recall_at_20
value: 74.136
verified: no, type: recall_at_3
value: 50
verified: no, type: recall_at_5
value: 57.68600000000001
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: 43.48599999999999
verified: no, type: f1
value: 41.52411498679777
verified: no, type: f1_weighted
value: 41.524114986797784
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
value: 11.706
verified: no, type: map_at_100
value: 12.948
verified: no, type: map_at_1000
value: 13.062000000000001
verified: no, type: map_at_20
value: 12.342
verified: no, type: map_at_3
value: 9.76
verified: no, type: map_at_5
value: 10.683
verified: no, type: mrr_at_1
value: 7.657657657657657
verified: no, type: mrr_at_10
value: 11.706170456170454
verified: no, type: mrr_at_100
value: 12.947870943304876
verified: no, type: mrr_at_1000
value: 13.06189894235417
verified: no, type: mrr_at_20
value: 12.342441460088518
verified: no, type: mrr_at_3
value: 9.75975975975976
verified: no, type: mrr_at_5
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verified: no, type: nauc_map_at_1000_diff1
value: 1.8612167614294672
verified: no, type: nauc_map_at_1000_max
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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_10_diff1
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verified: no, type: nauc_map_at_3_diff1
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verified: no, type: nauc_mrr_at_1000_max
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verified: no, type: nauc_mrr_at_100_diff1
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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_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_100_diff1
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verified: no, type: nauc_ndcg_at_100_max
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verified: no, type: nauc_ndcg_at_10_diff1
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verified: no, type: nauc_precision_at_100_diff1
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verified: no, type: nauc_precision_at_3_diff1
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verified: no, type: nauc_precision_at_5_diff1
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verified: no, type: nauc_recall_at_100_max
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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_3_diff1
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verified: no, type: nauc_recall_at_3_max
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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: 1.5638174487988667
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
value: 21.199
verified: no, type: ndcg_at_1000
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verified: no, type: ndcg_at_20
value: 16.849
verified: no, type: ndcg_at_3
value: 10.488999999999999
verified: no, type: ndcg_at_5
value: 12.156
verified: no, type: precision_at_1
value: 7.6579999999999995
verified: no, type: precision_at_10
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verified: no, type: precision_at_100
value: 0.563
verified: no, type: precision_at_1000
value: 0.083
verified: no, type: precision_at_20
value: 1.644
verified: no, type: precision_at_3
value: 4.204
verified: no, type: precision_at_5
value: 3.3329999999999997
verified: no, type: recall_at_1
value: 7.6579999999999995
verified: no, type: recall_at_10
value: 24.324
verified: no, type: recall_at_100
value: 56.306
verified: no, type: recall_at_1000
value: 82.883
verified: no, type: recall_at_20
value: 32.883
verified: no, type: recall_at_3
value: 12.613
verified: no, type: recall_at_5
value: 16.667
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: 24.87943546753088
verified: no, type: v_measures
value: 0.278272502518604, 0.25921772339921395, 0.2641171251066139, 0.2663752999094091, 0.23649418885985485
verified: no, task: type: Clustering
dataset: type: reciTAL/mlsum
name: MTEB MLSUMClusteringP2P
config: fr
split: test
revision: b5d54f8f3b61ae17845046286940f03c6bc79bc7
metrics: type: v_measure
value: 44.175558680182796
verified: no, type: v_measures
value: 0.44382305997614757, 0.45849638769110745, 0.45186964282579195, 0.44407241104469836, 0.39488181195438643
verified: no, task: type: Clustering
dataset: type: reciTAL/mlsum
name: MTEB MLSUMClusteringS2S
config: fr
split: test
revision: b5d54f8f3b61ae17845046286940f03c6bc79bc7
metrics: type: v_measure
value: 44.649498161719784
verified: no, type: v_measures
value: 0.44293968862639355, 0.45358259404927, 0.4544509656034716, 0.4464804623311193, 0.400104460457011
verified: no, task: type: Classification
dataset: type: mteb/mtop_domain
name: MTEB MTOPDomainClassification (fr)
config: fr
split: test
revision: d80d48c1eb48d3562165c59d59d0034df9fff0bf
metrics: type: accuracy
value: 88.46226119636705
verified: no, type: f1
value: 88.37561423387648
verified: no, type: f1_weighted
value: 88.38817570958008
verified: no, task: type: Classification
dataset: type: mteb/mtop_intent
name: MTEB MTOPIntentClassification (fr)
config: fr
split: test
revision: ae001d0e6b1228650b7bd1c2c65fb50ad11a8aba
metrics: type: accuracy
value: 60.27247103037895
verified: no, type: f1
value: 43.36800798113768
verified: no, type: f1_weighted
value: 62.65127593999621
verified: no, task: type: Classification
dataset: type: mteb/masakhanews
name: MTEB MasakhaNEWSClassification (fra)
config: fra
split: test
revision: 18193f187b92da67168c655c9973a165ed9593dd
metrics: type: accuracy
value: 78.0094786729858
verified: no, type: f1
value: 74.34441973526405
verified: no, type: f1_weighted
value: 78.20439089386724
verified: no, task: type: Clustering
dataset: type: masakhane/masakhanews
name: MTEB MasakhaNEWSClusteringP2P (fra)
config: fra
split: test
revision: 8ccc72e69e65f40c70e117d8b3c08306bb788b60
metrics: type: v_measure
value: 69.98688791220088
verified: no, type: v_measures
value: 1, 0.11908920120641955, 0.7679216739314454, 0.8367645040119921, 0.7755690164601873
verified: no, task: type: Clustering
dataset: type: masakhane/masakhanews
name: MTEB MasakhaNEWSClusteringS2S (fra)
config: fra
split: test
revision: 8ccc72e69e65f40c70e117d8b3c08306bb788b60
metrics: type: v_measure
value: 36.65801636831311
verified: no, type: v_measures
value: 1, 0.017508140483218165, 0.4153261241535689, 0.21327667744326673, 0.18678987633560207
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: 67.39408204438466
verified: no, type: f1
value: 65.4548720535735
verified: no, type: f1_weighted
value: 66.30814406163043
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: 74.12239408204438
verified: no, type: f1
value: 73.59473076543576
verified: no, type: f1_weighted
value: 73.70038947164628
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: 13.062999999999999
verified: no, type: map_at_10
value: 20.28
verified: no, type: map_at_100
value: 21.271
verified: no, type: map_at_1000
value: 21.384
verified: no, type: map_at_20
value: 20.822
verified: no, type: map_at_3
value: 18.195
verified: no, type: map_at_5
value: 19.293
verified: no, type: mrr_at_1
value: 13.063063063063062
verified: no, type: mrr_at_10
value: 20.280426530426514
verified: no, type: mrr_at_100
value: 21.27068193401496
verified: no, type: mrr_at_1000
value: 21.38419408143633
verified: no, type: mrr_at_20
value: 20.821814700930886
verified: no, type: mrr_at_3
value: 18.19546819546817
verified: no, type: mrr_at_5
value: 19.292929292929255
verified: no, type: nauc_map_at_1000_diff1
value: 19.722064275802
verified: no, type: nauc_map_at_1000_max
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verified: no, type: nauc_map_at_100_diff1
value: 19.71033532515874
verified: no, type: nauc_map_at_100_max
value: 31.402828787179143
verified: no, type: nauc_map_at_10_diff1
value: 20.001133718713536
verified: no, type: nauc_map_at_10_max
value: 31.806014785924102
verified: no, type: nauc_map_at_1_diff1
value: 29.69565140559411
verified: no, type: nauc_map_at_1_max
value: 30.683216020589533
verified: no, type: nauc_map_at_20_diff1
value: 19.821797788715696
verified: no, type: nauc_map_at_20_max
value: 31.59711268659909
verified: no, type: nauc_map_at_3_diff1
value: 21.615605640070964
verified: no, type: nauc_map_at_3_max
value: 31.966650937266305
verified: no, type: nauc_map_at_5_diff1
value: 20.505641463837247
verified: no, type: nauc_map_at_5_max
value: 31.950326449610333
verified: no, type: nauc_mrr_at_1000_diff1
value: 19.722064275802
verified: no, type: nauc_mrr_at_1000_max
value: 31.384556319729395
verified: no, type: nauc_mrr_at_100_diff1
value: 19.71033532515874
verified: no, type: nauc_mrr_at_100_max
value: 31.402828787179143
verified: no, type: nauc_mrr_at_10_diff1
value: 20.001133718713536
verified: no, type: nauc_mrr_at_10_max
value: 31.806014785924102
verified: no, type: nauc_mrr_at_1_diff1
value: 29.69565140559411
verified: no, type: nauc_mrr_at_1_max
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verified: no, type: nauc_mrr_at_20_diff1
value: 19.821797788715696
verified: no, type: nauc_mrr_at_20_max
value: 31.59711268659909
verified: no, type: nauc_mrr_at_3_diff1
value: 21.615605640070964
verified: no, type: nauc_mrr_at_3_max
value: 31.966650937266305
verified: no, type: nauc_mrr_at_5_diff1
value: 20.505641463837247
verified: no, type: nauc_mrr_at_5_max
value: 31.950326449610333
verified: no, type: nauc_ndcg_at_1000_diff1
value: 16.644876374984612
verified: no, type: nauc_ndcg_at_1000_max
value: 30.00552722677877
verified: no, type: nauc_ndcg_at_100_diff1
value: 15.707910701262051
verified: no, type: nauc_ndcg_at_100_max
value: 29.581303411340663
verified: no, type: nauc_ndcg_at_10_diff1
value: 16.76054369006531
verified: no, type: nauc_ndcg_at_10_max
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verified: no, type: nauc_ndcg_at_1_diff1
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verified: no, type: nauc_ndcg_at_1_max
value: 30.683216020589533
verified: no, type: nauc_ndcg_at_20_diff1
value: 16.269251917194648
verified: no, type: nauc_ndcg_at_20_max
value: 30.935281233489686
verified: no, type: nauc_ndcg_at_3_diff1
value: 19.672433215100494
verified: no, type: nauc_ndcg_at_3_max
value: 32.07848616783397
verified: no, type: nauc_ndcg_at_5_diff1
value: 17.88855855774221
verified: no, type: nauc_ndcg_at_5_max
value: 32.01468420337384
verified: no, type: nauc_precision_at_1000_diff1
value: -2.7987428835555157
verified: no, type: nauc_precision_at_1000_max
value: 13.9766188144417
verified: no, type: nauc_precision_at_100_diff1
value: 3.9597929189458183
verified: no, type: nauc_precision_at_100_max
value: 21.581900275188854
verified: no, type: nauc_precision_at_10_diff1
value: 9.174898767869335
verified: no, type: nauc_precision_at_10_max
value: 30.88927862766609
verified: no, type: nauc_precision_at_1_diff1
value: 29.69565140559411
verified: no, type: nauc_precision_at_1_max
value: 30.683216020589533
verified: no, type: nauc_precision_at_20_diff1
value: 7.774469550439256
verified: no, type: nauc_precision_at_20_max
value: 28.801273985757952
verified: no, type: nauc_precision_at_3_diff1
value: 15.058108507548344
verified: no, type: nauc_precision_at_3_max
value: 32.28970787769507
verified: no, type: nauc_precision_at_5_diff1
value: 11.81883670502361
verified: no, type: nauc_precision_at_5_max
value: 32.08267698057494
verified: no, type: nauc_recall_at_1000_diff1
value: -2.7987428835554455
verified: no, type: nauc_recall_at_1000_max
value: 13.976618814441693
verified: no, type: nauc_recall_at_100_diff1
value: 3.9597929189458183
verified: no, type: nauc_recall_at_100_max
value: 21.581900275188858
verified: no, type: nauc_recall_at_10_diff1
value: 9.17489876786934
verified: no, type: nauc_recall_at_10_max
value: 30.889278627666112
verified: no, type: nauc_recall_at_1_diff1
value: 29.69565140559411
verified: no, type: nauc_recall_at_1_max
value: 30.683216020589533
verified: no, type: nauc_recall_at_20_diff1
value: 7.774469550439271
verified: no, type: nauc_recall_at_20_max
value: 28.80127398575797
verified: no, type: nauc_recall_at_3_diff1
value: 15.058108507548361
verified: no, type: nauc_recall_at_3_max
value: 32.2897078776951
verified: no, type: nauc_recall_at_5_diff1
value: 11.818836705023593
verified: no, type: nauc_recall_at_5_max
value: 32.08267698057489
verified: no, type: ndcg_at_1
value: 13.062999999999999
verified: no, type: ndcg_at_10
value: 24.166
verified: no, type: ndcg_at_100
value: 29.48
verified: no, type: ndcg_at_1000
value: 33.236
verified: no, type: ndcg_at_20
value: 26.168999999999997
verified: no, type: ndcg_at_3
value: 19.796
verified: no, type: ndcg_at_5
value: 21.762999999999998
verified: no, type: precision_at_1
value: 13.062999999999999
verified: no, type: precision_at_10
value: 3.6609999999999996
verified: no, type: precision_at_100
value: 0.626
verified: no, type: precision_at_1000
value: 0.094
verified: no, type: precision_at_20
value: 2.23
verified: no, type: precision_at_3
value: 8.135
verified: no, type: precision_at_5
value: 5.831
verified: no, type: recall_at_1
value: 13.062999999999999
verified: no, type: recall_at_10
value: 36.609
verified: no, type: recall_at_100
value: 62.572
verified: no, type: recall_at_1000
value: 93.735
verified: no, type: recall_at_20
value: 44.595
verified: no, type: recall_at_3
value: 24.406
verified: no, type: recall_at_5
value: 29.156
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: 81.94822888283377
verified: no, type: cos_sim_accuracy_threshold
value: 59.67133641242981
verified: no, type: cos_sim_ap
value: 93.77568000367297
verified: no, type: cos_sim_f1
value: 87.33944954128441
verified: no, type: cos_sim_f1_threshold
value: 48.620444536209106
verified: no, type: cos_sim_precision
value: 81.15942028985508
verified: no, type: cos_sim_recall
value: 94.5382323733863
verified: no, type: dot_accuracy
value: 81.94822888283377
verified: no, type: dot_accuracy_threshold
value: 59.67133045196533
verified: no, type: dot_ap
value: 93.77568000367297
verified: no, type: dot_f1
value: 87.33944954128441
verified: no, type: dot_f1_threshold
value: 48.620444536209106
verified: no, type: dot_precision
value: 81.15942028985508
verified: no, type: dot_recall
value: 94.5382323733863
verified: no, type: euclidean_accuracy
value: 81.94822888283377
verified: no, type: euclidean_accuracy_threshold
value: 89.80941772460938
verified: no, type: euclidean_ap
value: 93.77568000367297
verified: no, type: euclidean_f1
value: 87.33944954128441
verified: no, type: euclidean_f1_threshold
value: 101.37012004852295
verified: no, type: euclidean_precision
value: 81.15942028985508
verified: no, type: euclidean_recall
value: 94.5382323733863
verified: no, type: manhattan_accuracy
value: 81.94822888283377
verified: no, type: manhattan_accuracy_threshold
value: 2278.3992767333984
verified: no, type: manhattan_ap
value: 93.736221809257
verified: no, type: manhattan_f1
value: 87.24319159101768
verified: no, type: manhattan_f1_threshold
value: 2442.0352935791016
verified: no, type: manhattan_precision
value: 84.06998158379373
verified: no, type: manhattan_recall
value: 90.66534260178749
verified: no, type: max_accuracy
value: 81.94822888283377
verified: no, type: max_ap
value: 93.77568000367297
verified: no, type: max_f1
value: 87.33944954128441
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: 63
verified: no, type: cos_sim_ap
value: 62.8421811357794
verified: no, type: cos_sim_f1
value: 62.491349480968864
verified: no, type: cos_sim_precision
value: 45.44539506794162
verified: no, type: cos_sim_recall
value: 100
verified: no, type: dot_accuracy
value: 63
verified: no, type: dot_ap
value: 62.83128860568098
verified: no, type: dot_f1
value: 62.491349480968864
verified: no, type: dot_precision
value: 45.44539506794162
verified: no, type: dot_recall
value: 100
verified: no, type: euclidean_accuracy
value: 63
verified: no, type: euclidean_ap
value: 62.842229411681984
verified: no, type: euclidean_f1
value: 62.491349480968864
verified: no, type: euclidean_precision
value: 45.44539506794162
verified: no, type: euclidean_recall
value: 100
verified: no, type: manhattan_accuracy
value: 63
verified: no, type: manhattan_ap
value: 62.83631065292994
verified: no, type: manhattan_f1
value: 62.491349480968864
verified: no, type: manhattan_precision
value: 45.44539506794162
verified: no, type: manhattan_recall
value: 100
verified: no, type: max_accuracy
value: 63
verified: no, type: max_ap
value: 62.842229411681984
verified: no, type: max_f1
value: 62.491349480968864
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: 84.65226798174751
verified: no, type: cos_sim_spearman
value: 78.46069171893217
verified: no, type: euclidean_pearson
value: 82.24338215489338
verified: no, type: euclidean_spearman
value: 78.46069230414263
verified: no, type: manhattan_pearson
value: 82.19430457441406
verified: no, type: manhattan_spearman
value: 78.39600534130474
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: 84.34356343286501
verified: no, type: cos_sim_spearman
value: 83.82441862674773
verified: no, type: euclidean_pearson
value: 83.36025657327927
verified: no, type: euclidean_spearman
value: 83.82441862674773
verified: no, type: manhattan_pearson
value: 83.28632889698486
verified: no, type: manhattan_spearman
value: 83.72086058674401
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: 85.61138706775607
verified: no, type: cos_sim_spearman
value: 86.79352172029321
verified: no, type: euclidean_pearson
value: 85.83986489860736
verified: no, type: euclidean_spearman
value: 86.79352162100042
verified: no, type: manhattan_pearson
value: 85.7236873261734
verified: no, type: manhattan_spearman
value: 86.66968689546516
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: 30.185028827409205
verified: no, type: cos_sim_spearman
value: 30.13786083775273
verified: no, type: dot_pearson
value: 30.18503030285526
verified: no, type: dot_spearman
value: 30.13786083775273
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: 88.89444444444443
verified: no, type: mrr
value: 88.89444444444443
verified: no, type: nAUC_map_diff1
value: 65.57681789015096
verified: no, type: nAUC_map_max
value: 11.774011617096468
verified: no, type: nAUC_mrr_diff1
value: 65.57681789015096
verified: no, type: nAUC_mrr_max
value: 11.774011617096468
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: 71
verified: no, type: map_at_10
value: 81.3
verified: no, type: map_at_100
value: 81.407
verified: no, type: map_at_1000
value: 81.407
verified: no, type: map_at_20
value: 81.353
verified: no, type: map_at_3
value: 80.333
verified: no, type: map_at_5
value: 81.033
verified: no, type: mrr_at_1
value: 71
verified: no, type: mrr_at_10
value: 81.29999999999998
verified: no, type: mrr_at_100
value: 81.40672514619881
verified: no, type: mrr_at_1000
value: 81.40672514619881
verified: no, type: mrr_at_20
value: 81.35263157894735
verified: no, type: mrr_at_3
value: 80.33333333333333
verified: no, type: mrr_at_5
value: 81.03333333333333
verified: no, type: nauc_map_at_1000_diff1
value: 65.56551939236816
verified: no, type: nauc_map_at_1000_max
value: 21.060745704748204
verified: no, type: nauc_map_at_100_diff1
value: 65.56551939236816
verified: no, type: nauc_map_at_100_max
value: 21.060745704748204
verified: no, type: nauc_map_at_10_diff1
value: 65.55980069698242
verified: no, type: nauc_map_at_10_max
value: 21.3190442929788
verified: no, type: nauc_map_at_1_diff1
value: 67.21642606971449
verified: no, type: nauc_map_at_1_max
value: 19.793191631302918
verified: no, type: nauc_map_at_20_diff1
value: 65.538721219245
verified: no, type: nauc_map_at_20_max
value: 21.070102756046573
verified: no, type: nauc_map_at_3_diff1
value: 66.48655081074173
verified: no, type: nauc_map_at_3_max
value: 22.33715748971969
verified: no, type: nauc_map_at_5_diff1
value: 65.4498092196869
verified: no, type: nauc_map_at_5_max
value: 22.041207079018868
verified: no, type: nauc_mrr_at_1000_diff1
value: 65.56551939236816
verified: no, type: nauc_mrr_at_1000_max
value: 21.060745704748204
verified: no, type: nauc_mrr_at_100_diff1
value: 65.56551939236816
verified: no, type: nauc_mrr_at_100_max
value: 21.060745704748204
verified: no, type: nauc_mrr_at_10_diff1
value: 65.55980069698242
verified: no, type: nauc_mrr_at_10_max
value: 21.3190442929788
verified: no, type: nauc_mrr_at_1_diff1
value: 67.21642606971449
verified: no, type: nauc_mrr_at_1_max
value: 19.793191631302918
verified: no, type: nauc_mrr_at_20_diff1
value: 65.538721219245
verified: no, type: nauc_mrr_at_20_max
value: 21.070102756046573
verified: no, type: nauc_mrr_at_3_diff1
value: 66.48655081074173
verified: no, type: nauc_mrr_at_3_max
value: 22.33715748971969
verified: no, type: nauc_mrr_at_5_diff1
value: 65.4498092196869
verified: no, type: nauc_mrr_at_5_max
value: 22.041207079018868
verified: no, type: nauc_ndcg_at_1000_diff1
value: 65.37799652661094
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: 21.618775539952175
verified: no, type: nauc_ndcg_at_10_diff1
value: 65.24121131711044
verified: no, type: nauc_ndcg_at_10_max
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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: 66.99908176973135
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verified: no
license: apache-2.0
language: fr
metrics: pearsonr, spearmanr
Likes: 8 | All-time downloads: 37765
Created: 2024-06-29 03:33:01