CohereLabs/Cohere-embed-multilingual-v3.0

--- tags:

• mteb

model-index:

• name: embed-multilingual-v3.0

results:

• task:

type: Classification dataset: type: mteb/amazon_counterfactual name: MTEB AmazonCounterfactualClassification (en) config: en split: test revision: e8379541af4e31359cca9fbcf4b00f2671dba205 metrics:

• type: accuracy

value: 77.85074626865672

• type: ap

value: 41.53151744002314

• type: f1

value: 71.94656880817726

• task:

type: Classification dataset: type: mteb/amazon_polarity name: MTEB AmazonPolarityClassification config: default split: test revision: e2d317d38cd51312af73b3d32a06d1a08b442046 metrics:

• type: accuracy

value: 95.600375

• type: ap

value: 93.57882128753579

• type: f1

value: 95.59945484944305

• task:

type: Classification dataset: type: mteb/amazon_reviews_multi name: MTEB AmazonReviewsClassification (en) config: en split: test revision: 1399c76144fd37290681b995c656ef9b2e06e26d metrics:

• type: accuracy

value: 49.794

• type: f1

value: 48.740439663130985

• task:

type: Retrieval dataset: type: arguana name: MTEB ArguAna config: default split: test revision: None metrics:

• type: ndcg_at_10

value: 55.105000000000004

• task:

type: Clustering dataset: type: mteb/arxiv-clustering-p2p name: MTEB ArxivClusteringP2P config: default split: test revision: a122ad7f3f0291bf49cc6f4d32aa80929df69d5d metrics:

• type: v_measure

value: 48.15653426568874

• task:

type: Clustering dataset: type: mteb/arxiv-clustering-s2s name: MTEB ArxivClusteringS2S config: default split: test revision: f910caf1a6075f7329cdf8c1a6135696f37dbd53 metrics:

• type: v_measure

value: 40.78876256237919

• task:

type: Reranking dataset: type: mteb/askubuntudupquestions-reranking name: MTEB AskUbuntuDupQuestions config: default split: test revision: 2000358ca161889fa9c082cb41daa8dcfb161a54 metrics:

• type: map

value: 62.12873500780318

• type: mrr

value: 75.87037769863255

• task:

type: STS dataset: type: mteb/biosses-sts name: MTEB BIOSSES config: default split: test revision: d3fb88f8f02e40887cd149695127462bbcf29b4a metrics:

• type: cos_sim_pearson

value: 86.01183720167818

• type: cos_sim_spearman

value: 85.00916590717613

• type: euclidean_pearson

value: 84.072733561361

• type: euclidean_spearman

value: 85.00916590717613

• type: manhattan_pearson

value: 83.89233507343208

• type: manhattan_spearman

value: 84.87482549674115

• task:

type: Classification dataset: type: mteb/banking77 name: MTEB Banking77Classification config: default split: test revision: 0fd18e25b25c072e09e0d92ab615fda904d66300 metrics:

• type: accuracy

value: 86.09415584415584

• type: f1

value: 86.05173549773973

• task:

type: Clustering dataset: type: mteb/biorxiv-clustering-p2p name: MTEB BiorxivClusteringP2P config: default split: test revision: 65b79d1d13f80053f67aca9498d9402c2d9f1f40 metrics:

• type: v_measure

value: 40.49773000165541

• task:

type: Clustering dataset: type: mteb/biorxiv-clustering-s2s name: MTEB BiorxivClusteringS2S config: default split: test revision: 258694dd0231531bc1fd9de6ceb52a0853c6d908 metrics:

• type: v_measure

value: 36.909633073998876

• task:

type: Retrieval dataset: type: BeIR/cqadupstack name: MTEB CQADupstackAndroidRetrieval config: default split: test revision: None metrics:

• type: ndcg_at_10

value: 49.481

• task:

type: Retrieval dataset: type: BeIR/cqadupstack name: MTEB CQADupstackEnglishRetrieval config: default split: test revision: None metrics:

• type: ndcg_at_10

value: 47.449999999999996

• task:

type: Retrieval dataset: type: BeIR/cqadupstack name: MTEB CQADupstackGamingRetrieval config: default split: test revision: None metrics:

• type: ndcg_at_10

value: 59.227

• task:

type: Retrieval dataset: type: BeIR/cqadupstack name: MTEB CQADupstackGisRetrieval config: default split: test revision: None metrics:

• type: ndcg_at_10

value: 37.729

• task:

type: Retrieval dataset: type: BeIR/cqadupstack name: MTEB CQADupstackMathematicaRetrieval config: default split: test revision: None metrics:

• type: ndcg_at_10

value: 29.673

• task:

type: Retrieval dataset: type: BeIR/cqadupstack name: MTEB CQADupstackPhysicsRetrieval config: default split: test revision: None metrics:

• type: ndcg_at_10

value: 44.278

• task:

type: Retrieval dataset: type: BeIR/cqadupstack name: MTEB CQADupstackProgrammersRetrieval config: default split: test revision: None metrics:

• type: ndcg_at_10

value: 43.218

• task:

type: Retrieval dataset: type: BeIR/cqadupstack name: MTEB CQADupstackRetrieval config: default split: test revision: None metrics:

• type: ndcg_at_10

value: 40.63741666666667

• task:

type: Retrieval dataset: type: BeIR/cqadupstack name: MTEB CQADupstackStatsRetrieval config: default split: test revision: None metrics:

• type: ndcg_at_10

value: 33.341

• task:

type: Retrieval dataset: type: BeIR/cqadupstack name: MTEB CQADupstackTexRetrieval config: default split: test revision: None metrics:

• type: ndcg_at_10

value: 29.093999999999998

• task:

type: Retrieval dataset: type: BeIR/cqadupstack name: MTEB CQADupstackUnixRetrieval config: default split: test revision: None metrics:

• type: ndcg_at_10

value: 40.801

• task:

type: Retrieval dataset: type: BeIR/cqadupstack name: MTEB CQADupstackWebmastersRetrieval config: default split: test revision: None metrics:

• type: ndcg_at_10

value: 40.114

• task:

type: Retrieval dataset: type: BeIR/cqadupstack name: MTEB CQADupstackWordpressRetrieval config: default split: test revision: None metrics:

• type: ndcg_at_10

value: 33.243

• task:

type: Retrieval dataset: type: climate-fever name: MTEB ClimateFEVER config: default split: test revision: None metrics:

• type: ndcg_at_10

value: 29.958000000000002

• task:

type: Retrieval dataset: type: dbpedia-entity name: MTEB DBPedia config: default split: test revision: None metrics:

• type: ndcg_at_10

value: 41.004000000000005

• task:

type: Classification dataset: type: mteb/emotion name: MTEB EmotionClassification config: default split: test revision: 4f58c6b202a23cf9a4da393831edf4f9183cad37 metrics:

• type: accuracy

value: 48.150000000000006

• type: f1

value: 43.69803436468346

• task:

type: Retrieval dataset: type: fever name: MTEB FEVER config: default split: test revision: None metrics:

• type: ndcg_at_10

value: 88.532

• task:

type: Retrieval dataset: type: fiqa name: MTEB FiQA2018 config: default split: test revision: None metrics:

• type: ndcg_at_10

value: 44.105

• task:

type: Retrieval dataset: type: hotpotqa name: MTEB HotpotQA config: default split: test revision: None metrics:

• type: ndcg_at_10

value: 70.612

• task:

type: Classification dataset: type: mteb/imdb…