Model: manu/sentence_croissant_alpha_v0.4
Author: manu
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, safetensors, llama, feature-extraction, sentence-similarity, mteb, fr, en, dataset:manu/embedding_data_v2_100k, license:mit, model-index, endpoints_compatible, deploy:azure, region:us
Card metadata: library_name: sentence-transformers
pipeline_tag: sentence-similarity
tags: sentence-transformers, feature-extraction, sentence-similarity, mteb
model-index: name: sentence_croissant_alpha_v0.4
results: task: type: Clustering
dataset: type: lyon-nlp/alloprof
name: MTEB AlloProfClusteringP2P
config: default
split: test
revision: 392ba3f5bcc8c51f578786c1fc3dae648662cb9b
metrics: type: v_measure
value: 57.428864270265436
verified: no, type: v_measures
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verified: no, task: type: Clustering
dataset: type: lyon-nlp/alloprof
name: MTEB AlloProfClusteringS2S
config: default
split: test
revision: 392ba3f5bcc8c51f578786c1fc3dae648662cb9b
metrics: type: v_measure
value: 39.08542806793302
verified: no, type: v_measures
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verified: no, task: type: Reranking
dataset: type: lyon-nlp/mteb-fr-reranking-alloprof-s2p
name: MTEB AlloprofReranking
config: default
split: test
revision: e40c8a63ce02da43200eccb5b0846fcaa888f562
metrics: type: map
value: 68.79422871247168
verified: no, type: mrr
value: 70.03750651095211
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: 31.952
verified: no, type: map_at_10
value: 43.183
verified: no, type: map_at_100
value: 44.135999999999996
verified: no, type: map_at_1000
value: 44.177
verified: no, type: map_at_20
value: 43.753
verified: no, type: map_at_3
value: 40.055
verified: no, type: map_at_5
value: 42.024
verified: no, type: mrr_at_1
value: 31.952
verified: no, type: mrr_at_10
value: 43.183
verified: no, type: mrr_at_100
value: 44.135999999999996
verified: no, type: mrr_at_1000
value: 44.177
verified: no, type: mrr_at_20
value: 43.753
verified: no, type: mrr_at_3
value: 40.055
verified: no, type: mrr_at_5
value: 42.024
verified: no, type: ndcg_at_1
value: 31.952
verified: no, type: ndcg_at_10
value: 49.053999999999995
verified: no, type: ndcg_at_100
value: 53.842
verified: no, type: ndcg_at_1000
value: 54.978
verified: no, type: ndcg_at_20
value: 51.092000000000006
verified: no, type: ndcg_at_3
value: 42.718
verified: no, type: ndcg_at_5
value: 46.28
verified: no, type: precision_at_1
value: 31.952
verified: no, type: precision_at_10
value: 6.762
verified: no, type: precision_at_100
value: 0.9039999999999999
verified: no, type: precision_at_1000
value: 0.099
verified: no, type: precision_at_20
value: 3.7800000000000002
verified: no, type: precision_at_3
value: 16.811
verified: no, type: precision_at_5
value: 11.822000000000001
verified: no, type: recall_at_1
value: 31.952
verified: no, type: recall_at_10
value: 67.617
verified: no, type: recall_at_100
value: 90.371
verified: no, type: recall_at_1000
value: 99.35199999999999
verified: no, type: recall_at_20
value: 75.604
verified: no, type: recall_at_3
value: 50.432
verified: no, type: recall_at_5
value: 59.111000000000004
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: 34.624
verified: no, type: f1
value: 34.43455600252049
verified: no, task: type: Retrieval
dataset: type: maastrichtlawtech/bsard
name: MTEB BSARDRetrieval
config: default
split: test
revision: 5effa1b9b5fa3b0f9e12523e6e43e5f86a6e6d59
metrics: type: map_at_1
value: 0
verified: no, type: map_at_10
value: 0.075
verified: no, type: map_at_100
value: 0.334
verified: no, type: map_at_1000
value: 0.424
verified: no, type: map_at_20
value: 0.13
verified: no, type: map_at_3
value: 0
verified: no, type: map_at_5
value: 0
verified: no, type: mrr_at_1
value: 0
verified: no, type: mrr_at_10
value: 0.075
verified: no, type: mrr_at_100
value: 0.334
verified: no, type: mrr_at_1000
value: 0.424
verified: no, type: mrr_at_20
value: 0.13
verified: no, type: mrr_at_3
value: 0
verified: no, type: mrr_at_5
value: 0
verified: no, type: ndcg_at_1
value: 0
verified: no, type: ndcg_at_10
value: 0.16
verified: no, type: ndcg_at_100
value: 1.939
verified: no, type: ndcg_at_1000
value: 5.1339999999999995
verified: no, type: ndcg_at_20
value: 0.378
verified: no, type: ndcg_at_3
value: 0
verified: no, type: ndcg_at_5
value: 0
verified: no, type: precision_at_1
value: 0
verified: no, type: precision_at_10
value: 0.045
verified: no, type: precision_at_100
value: 0.099
verified: no, type: precision_at_1000
value: 0.037
verified: no, type: precision_at_20
value: 0.068
verified: no, type: precision_at_3
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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
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verified: no, type: recall_at_5
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verified: no, task: type: Retrieval
dataset: type: manu/fquad2_test
name: MTEB FQuADRetrieval
config: default
split: test
revision: 5384ce827bbc2156d46e6fcba83d75f8e6e1b4a6
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
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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_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
value: 0.98
verified: no, type: precision_at_1000
value: 0.1
verified: no, type: precision_at_20
value: 4.65
verified: no, type: precision_at_3
value: 23.416999999999998
verified: no, type: precision_at_5
value: 15.4
verified: no, type: recall_at_1
value: 52.75
verified: no, type: recall_at_10
value: 87.75
verified: no, type: recall_at_100
value: 98
verified: no, type: recall_at_1000
value: 100
verified: no, type: recall_at_20
value: 93
verified: no, type: recall_at_3
value: 70.25
verified: no, type: recall_at_5
value: 77
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: 25.766659053012397
verified: no, type: v_measures
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verified: no, task: type: Clustering
dataset: type: mlsum
name: MTEB MLSUMClusteringP2P
config: fr
split: test
revision: b5d54f8f3b61ae17845046286940f03c6bc79bc7
metrics: type: v_measure
value: 42.02993966683553
verified: no, type: v_measures
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verified: no, task: type: Clustering
dataset: type: mlsum
name: MTEB MLSUMClusteringS2S
config: fr
split: test
revision: b5d54f8f3b61ae17845046286940f03c6bc79bc7
metrics: type: v_measure
value: 41.82620802291007
verified: no, type: v_measures
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verified: no, task: type: Classification
dataset: type: mteb/mtop_domain
name: MTEB MTOPDomainClassification (fr)
config: fr
split: test
revision: d80d48c1eb48d3562165c59d59d0034df9fff0bf
metrics: type: accuracy
value: 86.96836830566866
verified: no, type: f1
value: 86.90127164146239
verified: no, task: type: Classification
dataset: type: mteb/mtop_intent
name: MTEB MTOPIntentClassification (fr)
config: fr
split: test
revision: ae001d0e6b1228650b7bd1c2c65fb50ad11a8aba
metrics: type: accuracy
value: 62.58690886313811
verified: no, type: f1
value: 42.18625313836482
verified: no, task: type: Classification
dataset: type: masakhane/masakhanews
name: MTEB MasakhaNEWSClassification (fra)
config: fra
split: test
revision: 8ccc72e69e65f40c70e117d8b3c08306bb788b60
metrics: type: accuracy
value: 74.28909952606635
verified: no, type: f1
value: 69.99196191661413
verified: no, task: type: Clustering
dataset: type: masakhane/masakhanews
name: MTEB MasakhaNEWSClusteringP2P (fra)
config: fra
split: test
revision: 8ccc72e69e65f40c70e117d8b3c08306bb788b60
metrics: type: v_measure
value: 49.679569712615525
verified: no, type: v_measures
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verified: no, task: type: Clustering
dataset: type: masakhane/masakhanews
name: MTEB MasakhaNEWSClusteringS2S (fra)
config: fra
split: test
revision: 8ccc72e69e65f40c70e117d8b3c08306bb788b60
metrics: type: v_measure
value: 36.90749158045009
verified: no, type: v_measures
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verified: no, task: type: Classification
dataset: type: mteb/amazon_massive_intent
name: MTEB MassiveIntentClassification (fr)
config: fr
split: test
revision: 31efe3c427b0bae9c22cbb560b8f15491cc6bed7
metrics: type: accuracy
value: 65.67249495628784
verified: no, type: f1
value: 64.41193358780023
verified: no, task: type: Classification
dataset: type: mteb/amazon_massive_scenario
name: MTEB MassiveScenarioClassification (fr)
config: fr
split: test
revision: 7d571f92784cd94a019292a1f45445077d0ef634
metrics: type: accuracy
value: 71.61398789509079
verified: no, type: f1
value: 71.87797304491475
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: 16.339000000000002
verified: no, type: map_at_10
value: 25.808999999999997
verified: no, type: map_at_100
value: 27.023999999999997
verified: no, type: map_at_1000
value: 27.1
verified: no, type: map_at_20
value: 26.484999999999996
verified: no, type: map_at_3
value: 22.891000000000002
verified: no, type: map_at_5
value: 24.568
verified: no, type: mrr_at_1
value: 16.339000000000002
verified: no, type: mrr_at_10
value: 25.808999999999997
verified: no, type: mrr_at_100
value: 27.023999999999997
verified: no, type: mrr_at_1000
value: 27.1
verified: no, type: mrr_at_20
value: 26.484999999999996
verified: no, type: mrr_at_3
value: 22.891000000000002
verified: no, type: mrr_at_5
value: 24.568
verified: no, type: ndcg_at_1
value: 16.339000000000002
verified: no, type: ndcg_at_10
value: 31.057000000000002
verified: no, type: ndcg_at_100
value: 37.458999999999996
verified: no, type: ndcg_at_1000
value: 39.72
verified: no, type: ndcg_at_20
value: 33.548
verified: no, type: ndcg_at_3
value: 25.016
verified: no, type: ndcg_at_5
value: 28.028
verified: no, type: precision_at_1
value: 16.339000000000002
verified: no, type: precision_at_10
value: 4.787
verified: no, type: precision_at_100
value: 0.7889999999999999
verified: no, type: precision_at_1000
value: 0.097
verified: no, type: precision_at_20
value: 2.889
verified: no, type: precision_at_3
value: 10.388
verified: no, type: precision_at_5
value: 7.6899999999999995
verified: no, type: recall_at_1
value: 16.339000000000002
verified: no, type: recall_at_10
value: 47.871
verified: no, type: recall_at_100
value: 78.86999999999999
verified: no, type: recall_at_1000
value: 97.174
verified: no, type: recall_at_20
value: 57.781000000000006
verified: no, type: recall_at_3
value: 31.163
verified: no, type: recall_at_5
value: 38.452
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: 83.10626702997274
verified: no, type: cos_sim_ap
value: 93.37313589264696
verified: no, type: cos_sim_f1
value: 88.13397129186603
verified: no, type: cos_sim_precision
value: 85.0415512465374
verified: no, type: cos_sim_recall
value: 91.45978152929494
verified: no, type: dot_accuracy
value: 80.44959128065395
verified: no, type: dot_ap
value: 90.98443280536087
verified: no, type: dot_f1
value: 86.37002341920376
verified: no, type: dot_precision
value: 81.73758865248227
verified: no, type: dot_recall
value: 91.55908639523336
verified: no, type: euclidean_accuracy
value: 82.62942779291554
verified: no, type: euclidean_ap
value: 93.12711849212847
verified: no, type: euclidean_f1
value: 87.64044943820224
verified: no, type: euclidean_precision
value: 82.9052258635961
verified: no, type: euclidean_recall
value: 92.9493545183714
verified: no, type: manhattan_accuracy
value: 82.49318801089919
verified: no, type: manhattan_ap
value: 93.17735641898214
verified: no, type: manhattan_f1
value: 87.5884851344974
verified: no, type: manhattan_precision
value: 83.45323741007195
verified: no, type: manhattan_recall
value: 92.15491559086395
verified: no, type: max_accuracy
value: 83.10626702997274
verified: no, type: max_ap
value: 93.37313589264696
verified: no, type: max_f1
value: 88.13397129186603
verified: no, task: type: PairClassification
dataset: type: paws-x
name: MTEB PawsX (fr)
config: fr
split: test
revision: 8a04d940a42cd40658986fdd8e3da561533a3646
metrics: type: cos_sim_accuracy
value: 65.4
verified: no, type: cos_sim_ap
value: 66.91762455306835
verified: no, type: cos_sim_f1
value: 64.69093988145639
verified: no, type: cos_sim_precision
value: 52.36463331048663
verified: no, type: cos_sim_recall
value: 84.60686600221484
verified: no, type: dot_accuracy
value: 56.39999999999999
verified: no, type: dot_ap
value: 50.65829702535556
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: 65.05
verified: no, type: euclidean_ap
value: 67.15324108025274
verified: no, type: euclidean_f1
value: 64.36681222707423
verified: no, type: euclidean_precision
value: 53.13626532083634
verified: no, type: euclidean_recall
value: 81.61683277962348
verified: no, type: manhattan_accuracy
value: 65
verified: no, type: manhattan_ap
value: 67.15521762543842
verified: no, type: manhattan_f1
value: 64.35773783428323
verified: no, type: manhattan_precision
value: 53.26560232220609
verified: no, type: manhattan_recall
value: 81.28460686600222
verified: no, type: max_accuracy
value: 65.4
verified: no, type: max_ap
value: 67.15521762543842
verified: no, type: max_f1
value: 64.69093988145639
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: 80.13453477364664
verified: no, type: cos_sim_spearman
value: 71.59592251091182
verified: no, type: euclidean_pearson
value: 74.6813217331865
verified: no, type: euclidean_spearman
value: 69.83675848670511
verified: no, type: manhattan_pearson
value: 74.80033516228748
verified: no, type: manhattan_spearman
value: 69.91910080397358
verified: no, task: type: STS
dataset: type: mteb/sts22-crosslingual-sts
name: MTEB STS22 (fr)
config: fr
split: test
revision: eea2b4fe26a775864c896887d910b76a8098ad3f
metrics: type: cos_sim_pearson
value: 80.66905713032178
verified: no, type: cos_sim_spearman
value: 82.3452553922562
verified: no, type: euclidean_pearson
value: 74.6277040883804
verified: no, type: euclidean_spearman
value: 77.78371755530127
verified: no, type: manhattan_pearson
value: 74.81879938632161
verified: no, type: manhattan_spearman
value: 77.58712341518728
verified: no, task: type: STS
dataset: type: PhilipMay/stsb_multi_mt
name: MTEB STSBenchmarkMultilingualSTS (fr)
config: fr
split: test
revision: 93d57ef91790589e3ce9c365164337a8a78b7632
metrics: type: cos_sim_pearson
value: 80.4059890704687
verified: no, type: cos_sim_spearman
value: 79.21950962470463
verified: no, type: euclidean_pearson
value: 77.07401988705624
verified: no, type: euclidean_spearman
value: 77.77234330224117
verified: no, type: manhattan_pearson
value: 77.08866405845029
verified: no, type: manhattan_spearman
value: 77.8144806404841
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: 30.36666619115537
verified: no, type: cos_sim_spearman
value: 30.22116851214898
verified: no, type: dot_pearson
value: 28.017505248518955
verified: no, type: dot_spearman
value: 29.11540877445319
verified: no, task: type: Reranking
dataset: type: lyon-nlp/mteb-fr-reranking-syntec-s2p
name: MTEB SyntecReranking
config: default
split: test
revision: b205c5084a0934ce8af14338bf03feb19499c84d
metrics: type: map
value: 84.06666666666666
verified: no, type: mrr
value: 84.06666666666666
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: 56.99999999999999
verified: no, type: map_at_10
value: 71.035
verified: no, type: map_at_100
value: 71.257
verified: no, type: map_at_1000
value: 71.257
verified: no, type: map_at_20
value: 71.125
verified: no, type: map_at_3
value: 68.667
verified: no, type: map_at_5
value: 70.267
verified: no, type: mrr_at_1
value: 56.99999999999999
verified: no, type: mrr_at_10
value: 71.035
verified: no, type: mrr_at_100
value: 71.257
verified: no, type: mrr_at_1000
value: 71.257
verified: no, type: mrr_at_20
value: 71.125
verified: no, type: mrr_at_3
value: 68.667
verified: no, type: mrr_at_5
value: 70.267
verified: no, type: ndcg_at_1
value: 56.99999999999999
verified: no, type: ndcg_at_10
value: 76.957
verified: no, type: ndcg_at_100
value: 78.037
verified: no, type: ndcg_at_1000
value: 78.037
verified: no, type: ndcg_at_20
value: 77.236
verified: no, type: ndcg_at_3
value: 72.357
verified: no, type: ndcg_at_5
value: 75.24
verified: no, type: precision_at_1
value: 56.99999999999999
verified: no, type: precision_at_10
value: 9.5
verified: no, type: precision_at_100
value: 1
verified: no, type: precision_at_1000
value: 0.1
verified: no, type: precision_at_20
value: 4.8
verified: no, type: precision_at_3
value: 27.667
verified: no, type: precision_at_5
value: 18
verified: no, type: recall_at_1
value: 56.99999999999999
verified: no, type: recall_at_10
value: 95
verified: no, type: recall_at_100
value: 100
verified: no, type: recall_at_1000
value: 100
verified: no, type: recall_at_20
value: 96
verified: no, type: recall_at_3
value: 83
verified: no, type: recall_at_5
value: 90
verified: no, task: type: Retrieval
dataset: type: jinaai/xpqa
name: MTEB XPQARetrieval (fr)
config: fr
split: test
revision: c99d599f0a6ab9b85b065da6f9d94f9cf731679f
metrics: type: map_at_1
value: 38.68
verified: no, type: map_at_10
value: 58.388
verified: no, type: map_at_100
value: 59.99100000000001
verified: no, type: map_at_1000
value: 60.045
verified: no, type: map_at_20
value: 59.439
verified: no, type: map_at_3
value: 52.467
verified: no, type: map_at_5
value: 55.832
verified: no, type: mrr_at_1
value: 61.282000000000004
verified: no, type: mrr_at_10
value: 68.00500000000001
verified: no, type: mrr_at_100
value: 68.659
verified: no, type: mrr_at_1000
value: 68.675
verified: no, type: mrr_at_20
value: 68.459
verified: no, type: mrr_at_3
value: 66.444
verified: no, type: mrr_at_5
value: 67.192
verified: no, type: ndcg_at_1
value: 61.282000000000004
verified: no, type: ndcg_at_10
value: 64.802
verified: no, type: ndcg_at_100
value: 70.104
verified: no, type: ndcg_at_1000
value: 71.006
verified: no, type: ndcg_at_20
value: 67.41
verified: no, type: ndcg_at_3
value: 59.75
verified: no, type: ndcg_at_5
value: 60.842
verified: no, type: precision_at_1
value: 61.282000000000004
verified: no, type: precision_at_10
value: 14.940000000000001
verified: no, type: precision_at_100
value: 1.936
verified: no, type: precision_at_1000
value: 0.20600000000000002
verified: no, type: precision_at_20
value: 8.405
verified: no, type: precision_at_3
value: 35.870000000000005
verified: no, type: precision_at_5
value: 25.207
verified: no, type: recall_at_1
value: 38.68
verified: no, type: recall_at_10
value: 73.485
verified: no, type: recall_at_100
value: 93.669
verified: no, type: recall_at_1000
value: 99.506
verified: no, type: recall_at_20
value: 81.733
verified: no, type: recall_at_3
value: 57.352000000000004
verified: no, type: recall_at_5
value: 63.912
verified: no
license: mit
datasets: manu/embedding_data_v2_100k
language: fr, en
Likes: 2 | All-time downloads: 31091
Created: 2024-04-27 22:04:02