Model: manu/sentence_croissant_alpha_v0.3
Author: manu
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, safetensors, llama, feature-extraction, sentence-similarity, mteb, 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_v0.3
results: task: type: Clustering
dataset: type: lyon-nlp/alloprof
name: MTEB AlloProfClusteringP2P
config: default
split: test
revision: 392ba3f5bcc8c51f578786c1fc3dae648662cb9b
metrics: type: v_measure
value: 56.72912207023513
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: 37.62128894914382
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: 68.30621526032894
verified: no, type: mrr
value: 69.67719384817829
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: 32.254
verified: no, type: map_at_10
value: 43.834
verified: no, type: map_at_100
value: 44.728
verified: no, type: map_at_1000
value: 44.769999999999996
verified: no, type: map_at_20
value: 44.361
verified: no, type: map_at_3
value: 40.753
verified: no, type: map_at_5
value: 42.486000000000004
verified: no, type: mrr_at_1
value: 32.254
verified: no, type: mrr_at_10
value: 43.834
verified: no, type: mrr_at_100
value: 44.728
verified: no, type: mrr_at_1000
value: 44.769999999999996
verified: no, type: mrr_at_20
value: 44.361
verified: no, type: mrr_at_3
value: 40.753
verified: no, type: mrr_at_5
value: 42.486000000000004
verified: no, type: ndcg_at_1
value: 32.254
verified: no, type: ndcg_at_10
value: 49.845
verified: no, type: ndcg_at_100
value: 54.37800000000001
verified: no, type: ndcg_at_1000
value: 55.498000000000005
verified: no, type: ndcg_at_20
value: 51.772
verified: no, type: ndcg_at_3
value: 43.486000000000004
verified: no, type: ndcg_at_5
value: 46.594
verified: no, type: precision_at_1
value: 32.254
verified: no, type: precision_at_10
value: 6.891
verified: no, type: precision_at_100
value: 0.905
verified: no, type: precision_at_1000
value: 0.099
verified: no, type: precision_at_20
value: 3.8280000000000003
verified: no, type: precision_at_3
value: 17.127
verified: no, type: precision_at_5
value: 11.779
verified: no, type: recall_at_1
value: 32.254
verified: no, type: recall_at_10
value: 68.91199999999999
verified: no, type: recall_at_100
value: 90.501
verified: no, type: recall_at_1000
value: 99.309
verified: no, type: recall_at_20
value: 76.554
verified: no, type: recall_at_3
value: 51.382000000000005
verified: no, type: recall_at_5
value: 58.894999999999996
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: 35.106
verified: no, type: f1
value: 34.825583560299656
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: 0.15
verified: no, type: map_at_100
value: 0.19499999999999998
verified: no, type: map_at_1000
value: 0.243
verified: no, type: map_at_20
value: 0.18
verified: no, type: map_at_3
value: 0.15
verified: no, type: map_at_5
value: 0.15
verified: no, type: mrr_at_1
value: 0
verified: no, type: mrr_at_10
value: 0.15
verified: no, type: mrr_at_100
value: 0.19499999999999998
verified: no, type: mrr_at_1000
value: 0.243
verified: no, type: mrr_at_20
value: 0.18
verified: no, type: mrr_at_3
value: 0.15
verified: no, type: mrr_at_5
value: 0.15
verified: no, type: ndcg_at_1
value: 0
verified: no, type: ndcg_at_10
value: 0.22499999999999998
verified: no, type: ndcg_at_100
value: 0.545
verified: no, type: ndcg_at_1000
value: 2.622
verified: no, type: ndcg_at_20
value: 0.338
verified: no, type: ndcg_at_3
value: 0.22499999999999998
verified: no, type: ndcg_at_5
value: 0.22499999999999998
verified: no, type: precision_at_1
value: 0
verified: no, type: precision_at_10
value: 0.045
verified: no, type: precision_at_100
value: 0.023
verified: no, type: precision_at_1000
value: 0.02
verified: no, type: precision_at_20
value: 0.045
verified: no, type: precision_at_3
value: 0.15
verified: no, type: precision_at_5
value: 0.09
verified: no, type: recall_at_1
value: 0
verified: no, type: recall_at_10
value: 0.44999999999999996
verified: no, type: recall_at_100
value: 2.252
verified: no, type: recall_at_1000
value: 20.27
verified: no, type: recall_at_20
value: 0.901
verified: no, type: recall_at_3
value: 0.44999999999999996
verified: no, type: recall_at_5
value: 0.44999999999999996
verified: no, task: type: Retrieval
dataset: type: manu/fquad2_test
name: MTEB FQuADRetrieval
config: default
split: test
revision: 5384ce827bbc2156d46e6fcba83d75f8e6e1b4a6
metrics: type: map_at_1
value: 53
verified: no, type: map_at_10
value: 65.393
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
value: 65.644
verified: no, type: map_at_3
value: 62.74999999999999
verified: no, type: map_at_5
value: 64.075
verified: no, type: mrr_at_1
value: 53
verified: no, type: mrr_at_10
value: 65.393
verified: no, type: mrr_at_100
value: 65.791
verified: no, type: mrr_at_1000
value: 65.79899999999999
verified: no, type: mrr_at_20
value: 65.644
verified: no, type: mrr_at_3
value: 62.74999999999999
verified: no, type: mrr_at_5
value: 64.075
verified: no, type: ndcg_at_1
value: 53
verified: no, type: ndcg_at_10
value: 71.38600000000001
verified: no, type: ndcg_at_100
value: 73.275
verified: no, type: ndcg_at_1000
value: 73.42
verified: no, type: ndcg_at_20
value: 72.28099999999999
verified: no, type: ndcg_at_3
value: 65.839
verified: no, type: ndcg_at_5
value: 68.217
verified: no, type: precision_at_1
value: 53
verified: no, type: precision_at_10
value: 9.025
verified: no, type: precision_at_100
value: 0.9900000000000001
verified: no, type: precision_at_1000
value: 0.1
verified: no, type: precision_at_20
value: 4.688
verified: no, type: precision_at_3
value: 24.917
verified: no, type: precision_at_5
value: 16.1
verified: no, type: recall_at_1
value: 53
verified: no, type: recall_at_10
value: 90.25
verified: no, type: recall_at_100
value: 99
verified: no, type: recall_at_1000
value: 100
verified: no, type: recall_at_20
value: 93.75
verified: no, type: recall_at_3
value: 74.75
verified: no, type: recall_at_5
value: 80.5
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: 25.756762769106768
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: 41.82320155017088
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: 41.83097630331037
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: 88.52489821484498
verified: no, type: f1
value: 88.39995340840026
verified: no, task: type: Classification
dataset: type: mteb/mtop_intent
name: MTEB MTOPIntentClassification (fr)
config: fr
split: test
revision: ae001d0e6b1228650b7bd1c2c65fb50ad11a8aba
metrics: type: accuracy
value: 65.92546194801128
verified: no, type: f1
value: 46.53109996877417
verified: no, task: type: Classification
dataset: type: masakhane/masakhanews
name: MTEB MasakhaNEWSClassification (fra)
config: fra
split: test
revision: 8ccc72e69e65f40c70e117d8b3c08306bb788b60
metrics: type: accuracy
value: 75.1658767772512
verified: no, type: f1
value: 71.02734472473519
verified: no, task: type: Clustering
dataset: type: masakhane/masakhanews
name: MTEB MasakhaNEWSClusteringP2P (fra)
config: fra
split: test
revision: 8ccc72e69e65f40c70e117d8b3c08306bb788b60
metrics: type: v_measure
value: 42.63310602457368
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: 36.39726683344252
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: 66.48285137861467
verified: no, type: f1
value: 64.74690799351637
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: 71.47276395427033
verified: no, type: f1
value: 71.9261164692627
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: 16.134
verified: no, type: map_at_10
value: 26.040000000000003
verified: no, type: map_at_100
value: 27.233
verified: no, type: map_at_1000
value: 27.315
verified: no, type: map_at_20
value: 26.741999999999997
verified: no, type: map_at_3
value: 23.219
verified: no, type: map_at_5
value: 24.962999999999997
verified: no, type: mrr_at_1
value: 16.134
verified: no, type: mrr_at_10
value: 26.040000000000003
verified: no, type: mrr_at_100
value: 27.233
verified: no, type: mrr_at_1000
value: 27.315
verified: no, type: mrr_at_20
value: 26.741999999999997
verified: no, type: mrr_at_3
value: 23.219
verified: no, type: mrr_at_5
value: 24.962999999999997
verified: no, type: ndcg_at_1
value: 16.134
verified: no, type: ndcg_at_10
value: 31.255
verified: no, type: ndcg_at_100
value: 37.462
verified: no, type: ndcg_at_1000
value: 39.85
verified: no, type: ndcg_at_20
value: 33.853
verified: no, type: ndcg_at_3
value: 25.513
verified: no, type: ndcg_at_5
value: 28.653000000000002
verified: no, type: precision_at_1
value: 16.134
verified: no, type: precision_at_10
value: 4.779
verified: no, type: precision_at_100
value: 0.777
verified: no, type: precision_at_1000
value: 0.097
verified: no, type: precision_at_20
value: 2.907
verified: no, type: precision_at_3
value: 10.715
verified: no, type: precision_at_5
value: 7.951999999999999
verified: no, type: recall_at_1
value: 16.134
verified: no, type: recall_at_10
value: 47.789
verified: no, type: recall_at_100
value: 77.682
verified: no, type: recall_at_1000
value: 96.929
verified: no, type: recall_at_20
value: 58.148999999999994
verified: no, type: recall_at_3
value: 32.146
verified: no, type: recall_at_5
value: 39.762
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: 84.40054495912807
verified: no, type: cos_sim_ap
value: 93.71617772707746
verified: no, type: cos_sim_f1
value: 89.00624099855978
verified: no, type: cos_sim_precision
value: 86.15241635687732
verified: no, type: cos_sim_recall
value: 92.05561072492551
verified: no, type: dot_accuracy
value: 82.35694822888283
verified: no, type: dot_ap
value: 92.22992449042768
verified: no, type: dot_f1
value: 87.84786641929499
verified: no, type: dot_precision
value: 82.4194952132289
verified: no, type: dot_recall
value: 94.04170804369414
verified: no, type: euclidean_accuracy
value: 82.90190735694823
verified: no, type: euclidean_ap
value: 93.27345126956494
verified: no, type: euclidean_f1
value: 87.82608695652175
verified: no, type: euclidean_precision
value: 85.51269990592662
verified: no, type: euclidean_recall
value: 90.26812313803376
verified: no, type: manhattan_accuracy
value: 82.9700272479564
verified: no, type: manhattan_ap
value: 93.34994137379041
verified: no, type: manhattan_f1
value: 87.776708373436
verified: no, type: manhattan_precision
value: 85.15406162464986
verified: no, type: manhattan_recall
value: 90.56603773584906
verified: no, type: max_accuracy
value: 84.40054495912807
verified: no, type: max_ap
value: 93.71617772707746
verified: no, type: max_f1
value: 89.00624099855978
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: 63.849999999999994
verified: no, type: cos_sim_ap
value: 65.42493744372587
verified: no, type: cos_sim_f1
value: 63.87434554973822
verified: no, type: cos_sim_precision
value: 52.69978401727862
verified: no, type: cos_sim_recall
value: 81.06312292358804
verified: no, type: dot_accuracy
value: 55.35
verified: no, type: dot_ap
value: 48.9364958676423
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: 64.4
verified: no, type: euclidean_ap
value: 65.8622099022063
verified: no, type: euclidean_f1
value: 63.762044407205686
verified: no, type: euclidean_precision
value: 51.280323450134766
verified: no, type: euclidean_recall
value: 84.27464008859357
verified: no, type: manhattan_accuracy
value: 64.5
verified: no, type: manhattan_ap
value: 65.89565256625798
verified: no, type: manhattan_f1
value: 63.75364128173118
verified: no, type: manhattan_precision
value: 51.06666666666667
verified: no, type: manhattan_recall
value: 84.82834994462901
verified: no, type: max_accuracy
value: 64.5
verified: no, type: max_ap
value: 65.89565256625798
verified: no, type: max_f1
value: 63.87434554973822
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: 79.55191450239424
verified: no, type: cos_sim_spearman
value: 71.89209513298714
verified: no, type: euclidean_pearson
value: 74.18063891200164
verified: no, type: euclidean_spearman
value: 69.61463203410928
verified: no, type: manhattan_pearson
value: 74.26272426503743
verified: no, type: manhattan_spearman
value: 69.64261630235363
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: 79.18370529169849
verified: no, type: cos_sim_spearman
value: 80.80074537316342
verified: no, type: euclidean_pearson
value: 72.62308682855334
verified: no, type: euclidean_spearman
value: 75.64665618431559
verified: no, type: manhattan_pearson
value: 72.75806349827452
verified: no, type: manhattan_spearman
value: 75.34151992740627
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: 81.29611168887834
verified: no, type: cos_sim_spearman
value: 80.23434765396613
verified: no, type: euclidean_pearson
value: 77.85740285296822
verified: no, type: euclidean_spearman
value: 78.42089083386267
verified: no, type: manhattan_pearson
value: 77.85850984492824
verified: no, type: manhattan_spearman
value: 78.42578976788568
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: 31.143644380271375
verified: no, type: cos_sim_spearman
value: 32.45645175142292
verified: no, type: dot_pearson
value: 28.46685825407204
verified: no, type: dot_spearman
value: 29.164040487051512
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: 82.65
verified: no, type: mrr
value: 82.65
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: 70.6
verified: no, type: map_at_100
value: 70.814
verified: no, type: map_at_1000
value: 70.814
verified: no, type: map_at_20
value: 70.733
verified: no, type: map_at_3
value: 67.833
verified: no, type: map_at_5
value: 70.18299999999999
verified: no, type: mrr_at_1
value: 56.99999999999999
verified: no, type: mrr_at_10
value: 70.6
verified: no, type: mrr_at_100
value: 70.814
verified: no, type: mrr_at_1000
value: 70.814
verified: no, type: mrr_at_20
value: 70.733
verified: no, type: mrr_at_3
value: 67.833
verified: no, type: mrr_at_5
value: 70.18299999999999
verified: no, type: ndcg_at_1
value: 56.99999999999999
verified: no, type: ndcg_at_10
value: 76.626
verified: no, type: ndcg_at_100
value: 77.69500000000001
verified: no, type: ndcg_at_1000
value: 77.69500000000001
verified: no, type: ndcg_at_20
value: 77.12400000000001
verified: no, type: ndcg_at_3
value: 71.464
verified: no, type: ndcg_at_5
value: 75.639
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: 4.8500000000000005
verified: no, type: precision_at_3
value: 27.333000000000002
verified: no, type: precision_at_5
value: 18.4
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: 97
verified: no, type: recall_at_3
value: 82
verified: no, type: recall_at_5
value: 92
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: 39.217
verified: no, type: map_at_10
value: 60.171
verified: no, type: map_at_100
value: 61.736999999999995
verified: no, type: map_at_1000
value: 61.787000000000006
verified: no, type: map_at_20
value: 61.211000000000006
verified: no, type: map_at_3
value: 53.43
verified: no, type: map_at_5
value: 57.638
verified: no, type: mrr_at_1
value: 62.617
verified: no, type: mrr_at_10
value: 69.32300000000001
verified: no, type: mrr_at_100
value: 69.95400000000001
verified: no, type: mrr_at_1000
value: 69.968
verified: no, type: mrr_at_20
value: 69.77799999999999
verified: no, type: mrr_at_3
value: 67.423
verified: no, type: mrr_at_5
value: 68.445
verified: no, type: ndcg_at_1
value: 62.617
verified: no, type: ndcg_at_10
value: 66.55499999999999
verified: no, type: ndcg_at_100
value: 71.521
verified: no, type: ndcg_at_1000
value: 72.32300000000001
verified: no, type: ndcg_at_20
value: 69.131
verified: no, type: ndcg_at_3
value: 60.88099999999999
verified: no, type: ndcg_at_5
value: 62.648
verified: no, type: precision_at_1
value: 62.617
verified: no, type: precision_at_10
value: 15.540999999999999
verified: no, type: precision_at_100
value: 1.9529999999999998
verified: no, type: precision_at_1000
value: 0.20600000000000002
verified: no, type: precision_at_20
value: 8.658000000000001
verified: no, type: precision_at_3
value: 36.805
verified: no, type: precision_at_5
value: 26.622
verified: no, type: recall_at_1
value: 39.217
verified: no, type: recall_at_10
value: 75.547
verified: no, type: recall_at_100
value: 94.226
verified: no, type: recall_at_1000
value: 99.433
verified: no, type: recall_at_20
value: 83.883
verified: no, type: recall_at_3
value: 57.867999999999995
verified: no, type: recall_at_5
value: 66.08800000000001
verified: no
Likes: 2 | All-time downloads: 74320
Created: 2024-04-26 13:09:06