Model: ibm-granite/granite-embedding-107m-multilingual
Author: ibm-granite
Pipeline: sentence-similarity
Library: transformers
Tags: transformers, pytorch, onnx, safetensors, xlm-roberta, feature-extraction, language, granite, embeddings, multilingual, mteb, sentence-similarity, en, ar, cs, de, es, fr, it, ja, ko, nl, pt, zh, arxiv:2502.20204, arxiv:0000.00000, license:apache-2.0, model-index, text-embeddings-inference, endpoints_compatible, region:us
Card metadata: language: en, ar, cs, de, es, fr, it, ja, ko, nl, pt, zh
license: apache-2.0
library_name: transformers
tags: language, granite, embeddings, multilingual, mteb
model-index: name: ibm-granite/granite-embedding-107m-multilingual
results: dataset: config: en-ext
name: MTEB AmazonCounterfactualClassification (en-ext)
revision: e8379541af4e31359cca9fbcf4b00f2671dba205
split: test
type: mteb/amazon_counterfactual
metrics: type: accuracy
value: 72.7136
verified: no, type: f1
value: 60.44540000000001
verified: no, type: f1_weighted
value: 77.8541
verified: no, type: ap
value: 22.4958
verified: no, type: ap_weighted
value: 22.4958
verified: no, type: main_score
value: 72.7136
verified: no
task: type: Classification, dataset: config: en
name: MTEB AmazonCounterfactualClassification (en)
revision: e8379541af4e31359cca9fbcf4b00f2671dba205
split: test
type: mteb/amazon_counterfactual
metrics: type: accuracy
value: 71.6716
verified: no, type: f1
value: 65.4221
verified: no, type: f1_weighted
value: 74.3533
verified: no, type: ap
value: 33.7567
verified: no, type: ap_weighted
value: 33.7567
verified: no, type: main_score
value: 71.6716
verified: no
task: type: Classification, dataset: config: default
name: MTEB AmazonPolarityClassification (default)
revision: e2d317d38cd51312af73b3d32a06d1a08b442046
split: test
type: mteb/amazon_polarity
metrics: type: accuracy
value: 66.5804
verified: no, type: f1
value: 66.2191
verified: no, type: f1_weighted
value: 66.2191
verified: no, type: ap
value: 61.340799999999994
verified: no, type: ap_weighted
value: 61.340799999999994
verified: no, type: main_score
value: 66.5804
verified: no
task: type: Classification, dataset: config: en
name: MTEB AmazonReviewsClassification (en)
revision: 1399c76144fd37290681b995c656ef9b2e06e26d
split: test
type: mteb/amazon_reviews_multi
metrics: type: accuracy
value: 36.412
verified: no, type: f1
value: 35.633199999999995
verified: no, type: f1_weighted
value: 35.633199999999995
verified: no, type: main_score
value: 36.412
verified: no
task: type: Classification, dataset: config: default
name: MTEB AppsRetrieval (default)
revision: f22508f96b7a36c2415181ed8bb76f76e04ae2d5
split: test
type: CoIR-Retrieval/apps
metrics: type: ndcg_at_1
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verified: no, type: ndcg_at_3
value: 3.527
verified: no, type: ndcg_at_5
value: 3.9759999999999995
verified: no, type: ndcg_at_10
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verified: no, type: ndcg_at_20
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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: map_at_1
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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: map_at_10
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verified: no, type: map_at_20
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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: recall_at_1
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verified: no, type: recall_at_20
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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: precision_at_1
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verified: no, type: mrr_at_1
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verified: no, type: mrr_at_3
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verified: no, type: mrr_at_100
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verified: no, type: nauc_ndcg_at_1_max
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verified: no, type: nauc_ndcg_at_1000_std
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verified: no, type: nauc_map_at_1_max
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verified: no, type: nauc_map_at_1_std
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verified: no, type: nauc_map_at_1_diff1
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verified: no, type: nauc_map_at_10_std
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verified: no, type: nauc_map_at_20_max
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verified: no, type: nauc_map_at_20_std
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verified: no, type: nauc_map_at_100_max
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verified: no, type: nauc_map_at_100_std
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verified: no, type: nauc_recall_at_1_max
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verified: no, type: nauc_recall_at_1_std
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verified: no, type: nauc_recall_at_1_diff1
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verified: no, type: nauc_recall_at_3_max
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verified: no, type: nauc_recall_at_3_std
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verified: no, type: nauc_recall_at_100_std
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verified: no, type: nauc_recall_at_1000_std
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verified: no, type: nauc_recall_at_1000_diff1
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verified: no, type: nauc_precision_at_1_max
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verified: no, type: nauc_precision_at_1_std
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verified: no, type: nauc_precision_at_10_max
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verified: no, type: nauc_precision_at_10_std
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verified: no, type: nauc_precision_at_10_diff1
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verified: no, type: nauc_precision_at_20_max
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verified: no, type: nauc_precision_at_20_std
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verified: no, type: nauc_precision_at_100_max
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verified: no, type: nauc_precision_at_100_std
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verified: no, type: nauc_precision_at_100_diff1
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verified: no, type: nauc_precision_at_1000_max
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verified: no, type: nauc_mrr_at_1_max
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verified: no, type: nauc_mrr_at_3_std
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verified: no, type: nauc_mrr_at_3_diff1
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verified: no, type: nauc_mrr_at_5_max
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verified: no, type: main_score
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task: type: Retrieval, dataset: config: default
name: MTEB ArguAna (default)
revision: c22ab2a51041ffd869aaddef7af8d8215647e41a
split: test
type: mteb/arguana
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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: ndcg_at_10
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verified: no, type: ndcg_at_20
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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: map_at_1
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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: map_at_10
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verified: no, type: map_at_20
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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: recall_at_1
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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, type: recall_at_10
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verified: no, type: recall_at_20
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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: precision_at_1
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verified: no, type: precision_at_3
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verified: no, type: precision_at_5
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verified: no, type: precision_at_10
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verified: no, type: precision_at_20
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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: mrr_at_10
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verified: no, type: nauc_ndcg_at_1_max
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verified: no, type: nauc_mrr_at_1_std
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verified: no, type: nauc_mrr_at_1_diff1
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verified: no, type: nauc_mrr_at_3_max
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verified: no, type: nauc_mrr_at_3_std
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verified: no, type: nauc_mrr_at_3_diff1
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verified: no, type: nauc_mrr_at_5_max
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verified: no, type: nauc_mrr_at_5_std
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verified: no, type: nauc_mrr_at_5_diff1
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verified: no, type: nauc_mrr_at_10_max
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verified: no, type: nauc_mrr_at_10_std
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verified: no, type: nauc_mrr_at_10_diff1
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verified: no, type: nauc_mrr_at_20_max
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verified: no, type: nauc_mrr_at_20_std
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verified: no, type: nauc_mrr_at_20_diff1
value: 7.5577000000000005
verified: no, type: nauc_mrr_at_100_max
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verified: no, type: nauc_mrr_at_100_std
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verified: no, type: nauc_mrr_at_100_diff1
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verified: no, type: nauc_mrr_at_1000_max
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verified: no, type: nauc_mrr_at_1000_std
value: -1.6898
verified: no, type: nauc_mrr_at_1000_diff1
value: 7.492400000000001
verified: no, type: main_score
value: 51.663000000000004
verified: no
task: type: Retrieval, dataset: config: default
name: MTEB ArxivClusteringP2P (default)
revision: a122ad7f3f0291bf49cc6f4d32aa80929df69d5d
split: test
type: mteb/arxiv-clustering-p2p
metrics: type: v_measure
value: 41.4944
verified: no, type: v_measure_std
value: 13.6458
verified: no, type: main_score
value: 41.4944
verified: no
task: type: Clustering, dataset: config: default
name: MTEB ArxivClusteringS2S (default)
revision: f910caf1a6075f7329cdf8c1a6135696f37dbd53
split: test
type: mteb/arxiv-clustering-s2s
metrics: type: v_measure
value: 30.6155
verified: no, type: v_measure_std
value: 14.377999999999998
verified: no, type: main_score
value: 30.6155
verified: no
task: type: Clustering, dataset: config: default
name: MTEB AskUbuntuDupQuestions (default)
revision: 2000358ca161889fa9c082cb41daa8dcfb161a54
split: test
type: mteb/askubuntudupquestions-reranking
metrics: type: map
value: 61.9001
verified: no, type: mrr
value: 77.0427
verified: no, type: nAUC_map_max
value: 27.7273
verified: no, type: nAUC_map_std
value: 14.369299999999999
verified: no, type: nAUC_map_diff1
value: 10.7899
verified: no, type: nAUC_mrr_max
value: 35.606100000000005
verified: no, type: nAUC_mrr_std
value: 20.2621
verified: no, type: nAUC_mrr_diff1
value: 17.814
verified: no, type: main_score
value: 61.9001
verified: no
task: type: Reranking, dataset: config: default
name: MTEB BIOSSES (default)
revision: d3fb88f8f02e40887cd149695127462bbcf29b4a
split: test
type: mteb/biosses-sts
metrics: type: pearson
value: 81.5558
verified: no, type: spearman
value: 79.2952
verified: no, type: cosine_pearson
value: 81.5558
verified: no, type: cosine_spearman
value: 79.2952
verified: no, type: manhattan_pearson
value: 79.4434
verified: no, type: manhattan_spearman
value: 78.803
verified: no, type: euclidean_pearson
value: 80.0336
verified: no, type: euclidean_spearman
value: 79.2952
verified: no, type: main_score
value: 79.2952
verified: no
task: type: STS, dataset: config: default
name: MTEB Banking77Classification (default)
revision: 0fd18e25b25c072e09e0d92ab615fda904d66300
split: test
type: mteb/banking77
metrics: type: accuracy
value: 75.9481
verified: no, type: f1
value: 74.9851
verified: no, type: f1_weighted
value: 74.9851
verified: no, type: main_score
value: 75.9481
verified: no
task: type: Classification, dataset: config: default
name: MTEB BiorxivClusteringP2P (default)
revision: 65b79d1d13f80053f67aca9498d9402c2d9f1f40
split: test
type: mteb/biorxiv-clustering-p2p
metrics: type: v_measure
value: 35.6038
verified: no, type: v_measure_std
value: 0.5428999999999999
verified: no, type: main_score
value: 35.6038
verified: no
task: type: Clustering, dataset: config: default
name: MTEB BiorxivClusteringS2S (default)
revision: 258694dd0231531bc1fd9de6ceb52a0853c6d908
split: test
type: mteb/biorxiv-clustering-s2s
metrics: type: v_measure
value: 28.3652
verified: no, type: v_measure_std
value: 1.0767
verified: no, type: main_score
value: 28.3652
verified: no
task: type: Clustering, dataset: config: python
name: MTEB COIRCodeSearchNetRetrieval (python)
revision: 4adc7bc41202b5c13543c9c886a25f340634dab3
split: test
type: CoIR-Retrieval/CodeSearchNet
metrics: type: ndcg_at_1
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verified: no, type: ndcg_at_3
value: 82.666
verified: no, type: ndcg_at_5
value: 83.607
verified: no, type: ndcg_at_10
value: 84.407
verified: no, type: ndcg_at_20
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verified: no, type: ndcg_at_100
value: 85.641
verified: no, type: ndcg_at_1000
value: 85.978
verified: no, type: map_at_1
value: 78.69699999999999
verified: no, type: map_at_3
value: 81.723
verified: no, type: map_at_5
value: 82.245
verified: no, type: map_at_10
value: 82.577
verified: no, type: map_at_20
value: 82.722
verified: no, type: map_at_100
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verified: no, type: map_at_1000
value: 82.834
verified: no, type: recall_at_1
value: 78.69699999999999
verified: no, type: recall_at_3
value: 85.38
verified: no, type: recall_at_5
value: 87.666
verified: no, type: recall_at_10
value: 90.133
verified: no, type: recall_at_20
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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: precision_at_1
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verified: no, type: precision_at_3
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verified: no, type: precision_at_5
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verified: no, type: precision_at_10
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verified: no, type: precision_at_20
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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: mrr_at_1
value: 78.7036
verified: no, type: mrr_at_3
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verified: no, type: mrr_at_5
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verified: no, type: mrr_at_10
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verified: no, type: mrr_at_20
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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: nauc_ndcg_at_1_max
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verified: no, type: nauc_ndcg_at_1_std
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verified: no, type: nauc_ndcg_at_1_diff1
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verified: no, type: nauc_ndcg_at_3_max
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verified: no, type: nauc_ndcg_at_3_std
value: 25.0172
verified: no, type: nauc_ndcg_at_3_diff1
value: 89.3858
verified: no, type: nauc_ndcg_at_5_max
value: 84.9112
verified: no, type: nauc_ndcg_at_5_std
value: 25.732899999999997
verified: no, type: nauc_ndcg_at_5_diff1
value: 89.1327
verified: no, type: nauc_ndcg_at_10_max
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verified: no, type: nauc_ndcg_at_10_std
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verified: no, type: nauc_ndcg_at_10_diff1
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verified: no, type: nauc_ndcg_at_20_max
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verified: no, type: nauc_ndcg_at_20_std
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verified: no, type: nauc_ndcg_at_20_diff1
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verified: no, type: nauc_ndcg_at_100_max
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verified: no, type: nauc_ndcg_at_100_std
value: 26.9297
verified: no, type: nauc_ndcg_at_100_diff1
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verified: no, type: nauc_ndcg_at_1000_max
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verified: no, type: nauc_ndcg_at_1000_std
value: 26.5904
verified: no, type: nauc_ndcg_at_1000_diff1
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verified: no, type: nauc_map_at_1_max
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verified: no, type: nauc_map_at_1_std
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verified: no, type: nauc_map_at_1_diff1
value: 90.73750000000001
verified: no, type: nauc_map_at_3_max
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verified: no, type: nauc_map_at_3_std
value: 24.622
verified: no, type: nauc_map_at_3_diff1
value: 89.74069999999999
verified: no, type: nauc_map_at_5_max
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verified: no, type: nauc_map_at_5_std
value: 24.9739
verified: no, type: nauc_map_at_5_diff1
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verified: no, type: nauc_map_at_10_max
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verified: no, type: nauc_map_at_10_std
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verified: no, type: nauc_map_at_10_diff1
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verified: no, type: nauc_map_at_20_max
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verified: no, type: nauc_map_at_20_std
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verified: no, type: nauc_map_at_20_diff1
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verified: no, type: nauc_map_at_100_max
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verified: no, type: nauc_map_at_100_std
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verified: no, type: nauc_map_at_100_diff1
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verified: no, type: nauc_map_at_1000_max
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verified: no, type: nauc_map_at_1000_std
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verified: no, type: nauc_map_at_1000_diff1
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verified: no, type: nauc_recall_at_1_max
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verified: no, type: nauc_recall_at_1_std
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verified: no, type: nauc_recall_at_1_diff1
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verified: no, type: nauc_recall_at_3_max
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verified: no, type: nauc_recall_at_3_std
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verified: no, type: nauc_recall_at_3_diff1
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verified: no, type: nauc_recall_at_5_max
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verified: no, type: nauc_recall_at_5_std
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verified: no, type: nauc_recall_at_5_diff1
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verified: no, type: nauc_recall_at_10_max
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verified: no, type: nauc_recall_at_10_std
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verified: no, type: nauc_recall_at_10_diff1
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verified: no, type: nauc_recall_at_20_max
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verified: no, type: nauc_recall_at_100_max
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verified: no, type: nauc_recall_at_100_std
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verified: no, type: nauc_recall_at_100_diff1
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verified: no, type: nauc_recall_at_1000_max
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verified: no, type: nauc_precision_at_1_max
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verified: no, type: nauc_precision_at_1_std
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verified: no, type: nauc_precision_at_1_diff1
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verified: no, type: nauc_precision_at_3_max
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verified: no, type: nauc_precision_at_3_std
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verified: no, type: nauc_precision_at_5_max
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verified: no, type: nauc_precision_at_5_std
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verified: no, type: nauc_precision_at_5_diff1
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verified: no, type: nauc_precision_at_10_max
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verified: no, type: nauc_precision_at_10_std
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verified: no, type: nauc_precision_at_10_diff1
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verified: no, type: nauc_precision_at_20_max
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verified: no, type: nauc_precision_at_20_std
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verified: no, type: nauc_precision_at_20_diff1
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verified: no, type: nauc_precision_at_100_max
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verified: no, type: nauc_precision_at_1000_max
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verified: no, type: nauc_precision_at_1000_diff1
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verified: no, type: nauc_mrr_at_1_max
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verified: no, type: nauc_mrr_at_1_std
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verified: no, type: nauc_mrr_at_1_diff1
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verified: no, type: nauc_mrr_at_3_max
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verified: no, type: nauc_mrr_at_3_diff1
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verified: no, type: nauc_mrr_at_5_max
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verified: no, type: nauc_mrr_at_5_std
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verified: no, type: nauc_mrr_at_5_diff1
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verified: no, type: nauc_mrr_at_10_max
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verified: no, type: nauc_mrr_at_10_std
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verified: no, type: nauc_mrr_at_10_diff1
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verified: no, type: nauc_mrr_at_20_max
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verified: no, type: nauc_mrr_at_100_max
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verified: no, type: nauc_mrr_at_100_diff1
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verified: no, type: nauc_mrr_at_1000_max
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verified: no, type: main_score
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task: type: Retrieval, dataset: config: javascript
name: MTEB COIRCodeSearchNetRetrieval (javascript)
revision: 4adc7bc41202b5c13543c9c886a25f340634dab3
split: test
type: CoIR-Retrieval/CodeSearchNet
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verified: no, type: ndcg_at_5
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verified: no, type: ndcg_at_10
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verified: no, type: ndcg_at_20
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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: map_at_5
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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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revision: 4adc7bc41202b5c13543c9c886a25f340634dab3
split: test
type: CoIR-Retrieval/CodeSearchNet
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revision: 4adc7bc41202b5c13543c9c886a25f340634dab3
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revision: 4adc7bc41202b5c13543c9c886a25f340634dab3
split: test
type: CoIR-Retrieval/CodeSearchNet
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revision: 4adc7bc41202b5c13543c9c886a25f340634dab3
split: test
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revision: 6e1effa2c03723c5fde48ee912b5ee08d4f211e8
split: test
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revision: 6e1effa2c03723c5fde48ee912b5ee08d4f211e8
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task: type: Retrieval, dataset: config: ruby
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revision: 6e1effa2c03723c5fde48ee912b5ee08d4f211e8
split: test
type: CoIR-Retrieval/CodeSearchNet-ccr
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revision: 6e1effa2c03723c5fde48ee912b5ee08d4f211e8
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revision: fdc6a9e39575768c27eb8a2a5f702bf846eb4759
split: test
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task: type: Retrieval, dataset: config: ruby
name: MTEB CodeSearchNetRetrieval (ruby)
revision: fdc6a9e39575768c27eb8a2a5f702bf846eb4759
split: test
type: code-search-net/code_search_net
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name: MTEB CodeSearchNetRetrieval (java)
revision: fdc6a9e39575768c27eb8a2a5f702bf846eb4759
split: test
type: code-search-net/code_search_net
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task: type: Retrieval, dataset: config: php
name: MTEB CodeSearchNetRetrieval (php)
revision: fdc6a9e39575768c27eb8a2a5f702bf846eb4759
split: test
type: code-search-net/code_search_net
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revision: 20da4eb20a4b17300c0986ee148c90867a7f2a4d
split: test
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revision: 281562cb8a1265ab5c0824bfa6ddcd9b0a15618f
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type: miracl/mmteb-miracl
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revision: main
split: dev
type: miracl/mmteb-miracl
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revision: main
split: dev
type: miracl/mmteb-miracl
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name: MTEB MIRACLRetrieval (sw)
revision: main
split: dev
type: miracl/mmteb-miracl
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type: miracl/mmteb-miracl
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name: MTEB MSMARCO (default)
revision: c5a29a104738b98a9e76336939199e264163d4a0
split: dev
type: mteb/msmarco
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name: MTEB MTOPDomainClassification (en)
revision: d80d48c1eb48d3562165c59d59d0034df9fff0bf
split: test
type: mteb/mtop_domain
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verified: no, type: f1
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revision: ae001d0e6b1228650b7bd1c2c65fb50ad11a8aba
split: test
type: mteb/mtop_intent
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verified: no, type: f1
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verified: no
task: type: Classification, dataset: config: en
name: MTEB MassiveIntentClassification (en)
revision: 4672e20407010da34463acc759c162ca9734bca6
split: test
type: mteb/amazon_massive_intent
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verified: no, type: f1
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verified: no, type: main_score
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task: type: Classification, dataset: config: en
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revision: fad2c6e8459f9e1c45d9315f4953d921437d70f8
split: test
type: mteb/amazon_massive_scenario
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verified: no, type: main_score
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task: type: Classification, dataset: config: default
name: MTEB MedrxivClusteringP2P (default)
revision: e7a26af6f3ae46b30dde8737f02c07b1505bcc73
split: test
type: mteb/medrxiv-clustering-p2p
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verified: no, type: main_score
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task: type: Clustering, dataset: config: default
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revision: 35191c8c0dca72d8ff3efcd72aa802307d469663
split: test
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task: type: Clustering, dataset: config: default
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revision: 59042f120c80e8afa9cdbb224f67076cec0fc9a7
split: test
type: mteb/mind_small
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task: type: Reranking, dataset: config: default
name: MTEB NFCorpus (default)
revision: ec0fa4fe99da2ff19ca1214b7966684033a58814
split: test
type: mteb/nfcorpus
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verified: no, type: ndcg_at_5
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verified: no, type: ndcg_at_100
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verified: no, type: ndcg_at_1000
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name: MTEB RedditClustering (default)
revision: 24640382cdbf8abc73003fb0fa6d111a705499eb
split: test
type: mteb/reddit-clustering
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verified: no, type: v_measure_std
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verified: no, type: main_score
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verified: no
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name: MTEB RedditClusteringP2P (default)
revision: 385e3cb46b4cfa89021f56c4380204149d0efe33
split: test
type: mteb/reddit-clustering-p2p
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verified: no, type: main_score
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verified: no
task: type: Clustering, dataset: config: default
name: MTEB SCIDOCS (default)
revision: f8c2fcf00f625baaa80f62ec5bd9e1fff3b8ae88
split: test
type: mteb/scidocs
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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: ndcg_at_10
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verified: no, type: ndcg_at_20
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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: map_at_3
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verified: no, type: map_at_10
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verified: no, type: map_at_20
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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: recall_at_1
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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, type: recall_at_10
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verified: no, type: recall_at_1000
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task: type: Retrieval, dataset: config: default
name: MTEB SICK-R (default)
revision: 20a6d6f312dd54037fe07a32d58e5e168867909d
split: test
type: mteb/sickr-sts
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verified: no, type: spearman
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verified: no, type: cosine_spearman
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verified: no, type: manhattan_spearman
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verified: no, type: euclidean_pearson
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verified: no, type: euclidean_spearman
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verified: no, type: main_score
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verified: no
task: type: STS, dataset: config: default
name: MTEB STS12 (default)
revision: a0d554a64d88156834ff5ae9920b964011b16384
split: test
type: mteb/sts12-sts
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verified: no, type: spearman
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verified: no, type: cosine_pearson
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verified: no, type: cosine_spearman
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verified: no, type: manhattan_pearson
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verified: no, type: manhattan_spearman
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verified: no, type: euclidean_pearson
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verified: no, type: euclidean_spearman
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verified: no, type: main_score
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task: type: STS, dataset: config: default
name: MTEB STS13 (default)
revision: 7e90230a92c190f1bf69ae9002b8cea547a64cca
split: test
type: mteb/sts13-sts
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verified: no, type: spearman
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verified: no, type: cosine_pearson
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verified: no, type: cosine_spearman
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verified: no, type: manhattan_pearson
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verified: no, type: manhattan_spearman
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verified: no, type: euclidean_pearson
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verified: no, type: euclidean_spearman
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verified: no, type: main_score
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task: type: STS, dataset: config: default
name: MTEB STS14 (default)
revision: 6031580fec1f6af667f0bd2da0a551cf4f0b2375
split: test
type: mteb/sts14-sts
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verified: no, type: spearman
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verified: no, type: cosine_pearson
value: 76.66629999999999
verified: no, type: cosine_spearman
value: 73.1976
verified: no, type: manhattan_pearson
value: 75.0827
verified: no, type: manhattan_spearman
value: 73.2472
verified: no, type: euclidean_pearson
value: 75.2873
verified: no, type: euclidean_spearman
value: 73.1976
verified: no, type: main_score
value: 73.1976
verified: no
task: type: STS, dataset: config: default
name: MTEB STS15 (default)
revision: ae752c7c21bf194d8b67fd573edf7ae58183cbe3
split: test
type: mteb/sts15-sts
metrics: type: pearson
value: 84.33810000000001
verified: no, type: spearman
value: 85.0551
verified: no, type: cosine_pearson
value: 84.33810000000001
verified: no, type: cosine_spearman
value: 85.0551
verified: no, type: manhattan_pearson
value: 84.5984
verified: no, type: manhattan_spearman
value: 85.1619
verified: no, type: euclidean_pearson
value: 84.529
verified: no, type: euclidean_spearman
value: 85.0551
verified: no, type: main_score
value: 85.0551
verified: no
task: type: STS, dataset: config: default
name: MTEB STS16 (default)
revision: 4d8694f8f0e0100860b497b999b3dbed754a0513
split: test
type: mteb/sts16-sts
metrics: type: pearson
value: 79.5933
verified: no, type: spearman
value: 81.11120000000001
verified: no, type: cosine_pearson
value: 79.5933
verified: no, type: cosine_spearman
value: 81.11120000000001
verified: no, type: manhattan_pearson
value: 80.136
verified: no, type: manhattan_spearman
value: 80.8767
verified: no, type: euclidean_pearson
value: 80.3305
verified: no, type: euclidean_spearman
value: 81.11120000000001
verified: no, type: main_score
value: 81.11120000000001
verified: no
task: type: STS, dataset: config: en-tr
name: MTEB STS17 (en-tr)
revision: faeb762787bd10488a50c8b5be4a3b82e411949c
split: test
type: mteb/sts17-crosslingual-sts
metrics: type: pearson
value: 38.2331
verified: no, type: spearman
value: 33.7346
verified: no, type: cosine_pearson
value: 38.2331
verified: no, type: cosine_spearman
value: 33.7346
verified: no, type: manhattan_pearson
value: 40.986
verified: no, type: manhattan_spearman
value: 34.253099999999996
verified: no, type: euclidean_pearson
value: 40.2622
verified: no, type: euclidean_spearman
value: 33.7346
verified: no, type: main_score
value: 33.7346
verified: no
task: type: STS, dataset: config: fr-en
name: MTEB STS17 (fr-en)
revision: faeb762787bd10488a50c8b5be4a3b82e411949c
split: test
type: mteb/sts17-crosslingual-sts
metrics: type: pearson
value: 73.5477
verified: no, type: spearman
value: 74.1745
verified: no, type: cosine_pearson
value: 73.5477
verified: no, type: cosine_spearman
value: 74.1745
verified: no, type: manhattan_pearson
value: 74.84920000000001
verified: no, type: manhattan_spearman
value: 74.49900000000001
verified: no, type: euclidean_pearson
value: 74.14
verified: no, type: euclidean_spearman
value: 74.1745
verified: no, type: main_score
value: 74.1745
verified: no
task: type: STS, dataset: config: it-en
name: MTEB STS17 (it-en)
revision: faeb762787bd10488a50c8b5be4a3b82e411949c
split: test
type: mteb/sts17-crosslingual-sts
metrics: type: pearson
value: 66.7169
verified: no, type: spearman
value: 66.864
verified: no, type: cosine_pearson
value: 66.7169
verified: no, type: cosine_spearman
value: 66.864
verified: no, type: manhattan_pearson
value: 67.39359999999999
verified: no, type: manhattan_spearman
value: 67.0985
verified: no, type: euclidean_pearson
value: 66.9389
verified: no, type: euclidean_spearman
value: 66.864
verified: no, type: main_score
value: 66.864
verified: no
task: type: STS, dataset: config: es-en
name: MTEB STS17 (es-en)
revision: faeb762787bd10488a50c8b5be4a3b82e411949c
split: test
type: mteb/sts17-crosslingual-sts
metrics: type: pearson
value: 70.5101
verified: no, type: spearman
value: 70.05930000000001
verified: no, type: cosine_pearson
value: 70.5101
verified: no, type: cosine_spearman
value: 70.05930000000001
verified: no, type: manhattan_pearson
value: 72.7524
verified: no, type: manhattan_spearman
value: 71.2907
verified: no, type: euclidean_pearson
value: 71.148
verified: no, type: euclidean_spearman
value: 70.05930000000001
verified: no, type: main_score
value: 70.05930000000001
verified: no
task: type: STS, dataset: config: nl-en
name: MTEB STS17 (nl-en)
revision: faeb762787bd10488a50c8b5be4a3b82e411949c
split: test
type: mteb/sts17-crosslingual-sts
metrics: type: pearson
value: 68.3089
verified: no, type: spearman
value: 68.4899
verified: no, type: cosine_pearson
value: 68.3089
verified: no, type: cosine_spearman
value: 68.4899
verified: no, type: manhattan_pearson
value: 69.3956
verified: no, type: manhattan_spearman
value: 68.9486
verified: no, type: euclidean_pearson
value: 68.8059
verified: no, type: euclidean_spearman
value: 68.4899
verified: no, type: main_score
value: 68.4899
verified: no
task: type: STS, dataset: config: en-en
name: MTEB STS17 (en-en)
revision: faeb762787bd10488a50c8b5be4a3b82e411949c
split: test
type: mteb/sts17-crosslingual-sts
metrics: type: pearson
value: 78.28739999999999
verified: no, type: spearman
value: 78.6966
verified: no, type: cosine_pearson
value: 78.28739999999999
verified: no, type: cosine_spearman
value: 78.6966
verified: no, type: manhattan_pearson
value: 78.97070000000001
verified: no, type: manhattan_spearman
value: 79.1907
verified: no, type: euclidean_pearson
value: 78.36070000000001
verified: no, type: euclidean_spearman
value: 78.6966
verified: no, type: main_score
value: 78.6966
verified: no
task: type: STS, dataset: config: en-ar
name: MTEB STS17 (en-ar)
revision: faeb762787bd10488a50c8b5be4a3b82e411949c
split: test
type: mteb/sts17-crosslingual-sts
metrics: type: pearson
value: 59.611999999999995
verified: no, type: spearman
value: 59.9288
verified: no, type: cosine_pearson
value: 59.611999999999995
verified: no, type: cosine_spearman
value: 59.9288
verified: no, type: manhattan_pearson
value: 60.3549
verified: no, type: manhattan_spearman
value: 59.696099999999994
verified: no, type: euclidean_pearson
value: 60.4754
verified: no, type: euclidean_spearman
value: 59.9288
verified: no, type: main_score
value: 59.9288
verified: no
task: type: STS, dataset: config: en-de
name: MTEB STS17 (en-de)
revision: faeb762787bd10488a50c8b5be4a3b82e411949c
split: test
type: mteb/sts17-crosslingual-sts
metrics: type: pearson
value: 70.6341
verified: no, type: spearman
value: 69.9775
verified: no, type: cosine_pearson
value: 70.6341
verified: no, type: cosine_spearman
value: 69.9775
verified: no, type: manhattan_pearson
value: 72.7788
verified: no, type: manhattan_spearman
value: 71.2033
verified: no, type: euclidean_pearson
value: 71.5822
verified: no, type: euclidean_spearman
value: 69.9775
verified: no, type: main_score
value: 69.9775
verified: no
task: type: STS, dataset: config: en
name: MTEB STS22 (en)
revision: de9d86b3b84231dc21f76c7b7af1f28e2f57f6e3
split: test
type: mteb/sts22-crosslingual-sts
metrics: type: pearson
value: 67.2703
verified: no, type: spearman
value: 67.58229999999999
verified: no, type: cosine_pearson
value: 67.2703
verified: no, type: cosine_spearman
value: 67.58229999999999
verified: no, type: manhattan_pearson
value: 68.1768
verified: no, type: manhattan_spearman
value: 67.6479
verified: no, type: euclidean_pearson
value: 67.9708
verified: no, type: euclidean_spearman
value: 67.58229999999999
verified: no, type: main_score
value: 67.58229999999999
verified: no
task: type: STS, dataset: config: de-en
name: MTEB STS22 (de-en)
revision: de9d86b3b84231dc21f76c7b7af1f28e2f57f6e3
split: test
type: mteb/sts22-crosslingual-sts
metrics: type: pearson
value: 62.2109
verified: no, type: spearman
value: 56.2314
verified: no, type: cosine_pearson
value: 62.2109
verified: no, type: cosine_spearman
value: 56.2314
verified: no, type: manhattan_pearson
value: 65.9455
verified: no, type: manhattan_spearman
value: 56.5496
verified: no, type: euclidean_pearson
value: 65.30550000000001
verified: no, type: euclidean_spearman
value: 56.2314
verified: no, type: main_score
value: 56.2314
verified: no
task: type: STS, dataset: config: pl-en
name: MTEB STS22 (pl-en)
revision: de9d86b3b84231dc21f76c7b7af1f28e2f57f6e3
split: test
type: mteb/sts22-crosslingual-sts
metrics: type: pearson
value: 74.4185
verified: no, type: spearman
value: 72.82119999999999
verified: no, type: cosine_pearson
value: 74.4185
verified: no, type: cosine_spearman
value: 72.82119999999999
verified: no, type: manhattan_pearson
value: 75.6921
verified: no, type: manhattan_spearman
value: 72.3315
verified: no, type: euclidean_pearson
value: 75.1725
verified: no, type: euclidean_spearman
value: 72.82119999999999
verified: no, type: main_score
value: 72.82119999999999
verified: no
task: type: STS, dataset: config: es-en
name: MTEB STS22 (es-en)
revision: de9d86b3b84231dc21f76c7b7af1f28e2f57f6e3
split: test
type: mteb/sts22-crosslingual-sts
metrics: type: pearson
value: 78.6974
verified: no, type: spearman
value: 79.5845
verified: no, type: cosine_pearson
value: 78.6974
verified: no, type: cosine_spearman
value: 79.5845
verified: no, type: manhattan_pearson
value: 79.6724
verified: no, type: manhattan_spearman
value: 79.668
verified: no, type: euclidean_pearson
value: 79.69380000000001
verified: no, type: euclidean_spearman
value: 79.5845
verified: no, type: main_score
value: 79.5845
verified: no
task: type: STS, dataset: config: zh-en
name: MTEB STS22 (zh-en)
revision: de9d86b3b84231dc21f76c7b7af1f28e2f57f6e3
split: test
type: mteb/sts22-crosslingual-sts
metrics: type: pearson
value: 71.3237
verified: no, type: spearman
value: 71.5178
verified: no, type: cosine_pearson
value: 71.3237
verified: no, type: cosine_spearman
value: 71.5178
verified: no, type: manhattan_pearson
value: 73.3948
verified: no, type: manhattan_spearman
value: 71.5607
verified: no, type: euclidean_pearson
value: 73.1403
verified: no, type: euclidean_spearman
value: 71.5178
verified: no, type: main_score
value: 71.5178
verified: no
task: type: STS, dataset: config: default
name: MTEB STSBenchmark (default)
revision: b0fddb56ed78048fa8b90373c8a3cfc37b684831
split: test
type: mteb/stsbenchmark-sts
metrics: type: pearson
value: 75.5279
verified: no, type: spearman
value: 76.9844
verified: no, type: cosine_pearson
value: 75.5279
verified: no, type: cosine_spearman
value: 76.9844
verified: no, type: manhattan_pearson
value: 77.5474
verified: no, type: manhattan_spearman
value: 77.4353
verified: no, type: euclidean_pearson
value: 77.1612
verified: no, type: euclidean_spearman
value: 76.9844
verified: no, type: main_score
value: 76.9844
verified: no
task: type: STS, dataset: config: default
name: MTEB SciDocsRR (default)
revision: d3c5e1fc0b855ab6097bf1cda04dd73947d7caab
split: test
type: mteb/scidocs-reranking
metrics: type: map
value: 79.33109999999999
verified: no, type: mrr
value: 94.0725
verified: no, type: nAUC_map_max
value: 59.0089
verified: no, type: nAUC_map_std
value: 69.9131
verified: no, type: nAUC_map_diff1
value: 5.900600000000001
verified: no, type: nAUC_mrr_max
value: 84.5132
verified: no, type: nAUC_mrr_std
value: 77.767
verified: no, type: nAUC_mrr_diff1
value: 46.5557
verified: no, type: main_score
value: 79.33109999999999
verified: no
task: type: Reranking, dataset: config: default
name: MTEB SciFact (default)
revision: 0228b52cf27578f30900b9e5271d331663a030d7
split: test
type: mteb/scifact
metrics: type: ndcg_at_1
value: 51.333
verified: no, type: ndcg_at_3
value: 57.781000000000006
verified: no, type: ndcg_at_5
value: 60.925
verified: no, type: ndcg_at_10
value: 63.254
verified: no, type: ndcg_at_20
value: 64.955
verified: no, type: ndcg_at_100
value: 66.155
verified: no, type: ndcg_at_1000
value: 67.193
verified: no, type: map_at_1
value: 48.428
verified: no, type: map_at_3
value: 55.145999999999994
verified: no, type: map_at_5
value: 57.055
verified: no, type: map_at_10
value: 58.17
verified: no, type: map_at_20
value: 58.723000000000006
verified: no, type: map_at_100
value: 58.901
verified: no, type: map_at_1000
value: 58.940000000000005
verified: no, type: recall_at_1
value: 48.428
verified: no, type: recall_at_3
value: 62.55
verified: no, type: recall_at_5
value: 70.367
verified: no, type: recall_at_10
value: 76.972
verified: no, type: recall_at_20
value: 83.317
verified: no, type: recall_at_100
value: 89.7
verified: no, type: recall_at_1000
value: 98
verified: no, type: precision_at_1
value: 51.333
verified: no, type: precision_at_3
value: 22.444
verified: no, type: precision_at_5
value: 15.4
verified: no, type: precision_at_10
value: 8.6
verified: no, type: precision_at_20
value: 4.717
verified: no, type: precision_at_100
value: 1.02
verified: no, type: precision_at_1000
value: 0.11100000000000002
verified: no, type: mrr_at_1
value: 51.3333
verified: no, type: mrr_at_3
value: 57.5556
verified: no, type: mrr_at_5
value: 59.255599999999994
verified: no, type: mrr_at_10
value: 60.104400000000005
verified: no, type: mrr_at_20
value: 60.4592
verified: no, type: mrr_at_100
value: 60.590999999999994
verified: no, type: mrr_at_1000
value: 60.622299999999996
verified: no, type: nauc_ndcg_at_1_max
value: 55.0684
verified: no, type: nauc_ndcg_at_1_std
value: 13.461200000000002
verified: no, type: nauc_ndcg_at_1_diff1
value: 67.4931
verified: no, type: nauc_ndcg_at_3_max
value: 54.1942
verified: no, type: nauc_ndcg_at_3_std
value: 11.029300000000001
verified: no, type: nauc_ndcg_at_3_diff1
value: 61.4423
verified: no, type: nauc_ndcg_at_5_max
value: 53.712199999999996
verified: no, type: nauc_ndcg_at_5_std
value: 11.0586
verified: no, type: nauc_ndcg_at_5_diff1
value: 59.3723
verified: no, type: nauc_ndcg_at_10_max
value: 55.2513
verified: no, type: nauc_ndcg_at_10_std
value: 13.413400000000001
verified: no, type: nauc_ndcg_at_10_diff1
value: 58.5176
verified: no, type: nauc_ndcg_at_20_max
value: 56.721900000000005
verified: no, type: nauc_ndcg_at_20_std
value: 14.9832
verified: no, type: nauc_ndcg_at_20_diff1
value: 59.1445
verified: no, type: nauc_ndcg_at_100_max
value: 56.5049
verified: no, type: nauc_ndcg_at_100_std
value: 15.021799999999999
verified: no, type: nauc_ndcg_at_100_diff1
value: 59.4117
verified: no, type: nauc_ndcg_at_1000_max
value: 56.0829
verified: no, type: nauc_ndcg_at_1000_std
value: 14.4429
verified: no, type: nauc_ndcg_at_1000_diff1
value: 60.45700000000001
verified: no, type: nauc_map_at_1_max
value: 50.901799999999994
verified: no, type: nauc_map_at_1_std
value: 6.0093
verified: no, type: nauc_map_at_1_diff1
value: 66.6214
verified: no, type: nauc_map_at_3_max
value: 52.684200000000004
verified: no, type: nauc_map_at_3_std
value: 7.9088
verified: no, type: nauc_map_at_3_diff1
value: 62.906600000000005
verified: no, type: nauc_map_at_5_max
value: 52.6187
verified: no, type: nauc_map_at_5_std
value: 8.2372
verified: no, type: nauc_map_at_5_diff1
value: 61.772000000000006
verified: no, type: nauc_map_at_10_max
value: 53.317899999999995
verified: no, type: nauc_map_at_10_std
value: 9.397
verified: no, type: nauc_map_at_10_diff1
value: 61.355599999999995
verified: no, type: nauc_map_at_20_max
value: 54.04259999999999
verified: no, type: nauc_map_at_20_std
value: 10.2201
verified: no, type: nauc_map_at_20_diff1
value: 61.684000000000005
verified: no, type: nauc_map_at_100_max
value: 54.0394
verified: no, type: nauc_map_at_100_std
value: 10.2894
verified: no, type: nauc_map_at_100_diff1
value: 61.7302
verified: no, type: nauc_map_at_1000_max
value: 54.024300000000004
verified: no, type: nauc_map_at_1000_std
value: 10.2881
verified: no, type: nauc_map_at_1000_diff1
value: 61.7661
verified: no, type: nauc_recall_at_1_max
value: 50.901799999999994
verified: no, type: nauc_recall_at_1_std
value: 6.0093
verified: no, type: nauc_recall_at_1_diff1
value: 66.6214
verified: no, type: nauc_recall_at_3_max
value: 52.8806
verified: no, type: nauc_recall_at_3_std
value: 10.7463
verified: no, type: nauc_recall_at_3_diff1
value: 55.5486
verified: no, type: nauc_recall_at_5_max
value: 52.277300000000004
verified: no, type: nauc_recall_at_5_std
value: 12.2395
verified: no, type: nauc_recall_at_5_diff1
value: 49.147800000000004
verified: no, type: nauc_recall_at_10_max
value: 57.403499999999994
verified: no, type: nauc_recall_at_10_std
value: 20.4581
verified: no, type: nauc_recall_at_10_diff1
value: 44.0595
verified: no, type: nauc_recall_at_20_max
value: 65.5378
verified: no, type: nauc_recall_at_20_std
value: 29.5288
verified: no, type: nauc_recall_at_20_diff1
value: 43.2217
verified: no, type: nauc_recall_at_100_max
value: 67.4941
verified: no, type: nauc_recall_at_100_std
value: 36.178399999999996
verified: no, type: nauc_recall_at_100_diff1
value: 39.3443
verified: no, type: nauc_recall_at_1000_max
value: 72.50229999999999
verified: no, type: nauc_recall_at_1000_std
value: 51.455
verified: no, type: nauc_recall_at_1000_diff1
value: 62.153800000000004
verified: no, type: nauc_precision_at_1_max
value: 55.0684
verified: no, type: nauc_precision_at_1_std
value: 13.461200000000002
verified: no, type: nauc_precision_at_1_diff1
value: 67.4931
verified: no, type: nauc_precision_at_3_max
value: 54.947599999999994
verified: no, type: nauc_precision_at_3_std
value: 23.1875
verified: no, type: nauc_precision_at_3_diff1
value: 51.166199999999996
verified: no, type: nauc_precision_at_5_max
value: 50.1483
verified: no, type: nauc_precision_at_5_std
value: 27.1119
verified: no, type: nauc_precision_at_5_diff1
value: 37.3846
verified: no, type: nauc_precision_at_10_max
value: 46.800799999999995
verified: no, type: nauc_precision_at_10_std
value: 37.737500000000004
verified: no, type: nauc_precision_at_10_diff1
value: 22.945999999999998
verified: no, type: nauc_precision_at_20_max
value: 43.980000000000004
verified: no, type: nauc_precision_at_20_std
value: 46.3352
verified: no, type: nauc_precision_at_20_diff1
value: 14.718300000000001
verified: no, type: nauc_precision_at_100_max
value: 34.8346
verified: no, type: nauc_precision_at_100_std
value: 49.0032
verified: no, type: nauc_precision_at_100_diff1
value: 4.7538
verified: no, type: nauc_precision_at_1000_max
value: 19.9994
verified: no, type: nauc_precision_at_1000_std
value: 51.132999999999996
verified: no, type: nauc_precision_at_1000_diff1
value: -6.5839
verified: no, type: nauc_mrr_at_1_max
value: 55.0684
verified: no, type: nauc_mrr_at_1_std
value: 13.461200000000002
verified: no, type: nauc_mrr_at_1_diff1
value: 67.4931
verified: no, type: nauc_mrr_at_3_max
value: 56.2153
verified: no, type: nauc_mrr_at_3_std
value: 15.4146
verified: no, type: nauc_mrr_at_3_diff1
value: 63.273199999999996
verified: no, type: nauc_mrr_at_5_max
value: 56.0011
verified: no, type: nauc_mrr_at_5_std
value: 15.7535
verified: no, type: nauc_mrr_at_5_diff1
value: 62.1466
verified: no, type: nauc_mrr_at_10_max
value: 56.643100000000004
verified: no, type: nauc_mrr_at_10_std
value: 16.354
verified: no, type: nauc_mrr_at_10_diff1
value: 62.0124
verified: no, type: nauc_mrr_at_20_max
value: 56.686800000000005
verified: no, type: nauc_mrr_at_20_std
value: 16.1984
verified: no, type: nauc_mrr_at_20_diff1
value: 62.095
verified: no, type: nauc_mrr_at_100_max
value: 56.6659
verified: no, type: nauc_mrr_at_100_std
value: 16.1601
verified: no, type: nauc_mrr_at_100_diff1
value: 62.157399999999996
verified: no, type: nauc_mrr_at_1000_max
value: 56.657599999999995
verified: no, type: nauc_mrr_at_1000_std
value: 16.1579
verified: no, type: nauc_mrr_at_1000_diff1
value: 62.195
verified: no, type: main_score
value: 63.254
verified: no
task: type: Retrieval, dataset: config: default
name: MTEB SprintDuplicateQuestions (default)
revision: d66bd1f72af766a5cc4b0ca5e00c162f89e8cc46
split: test
type: mteb/sprintduplicatequestions-pairclassification
metrics: type: similarity_accuracy
value: 99.7465
verified: no, type: similarity_accuracy_threshold
value: 84.08489999999999
verified: no, type: similarity_f1
value: 86.9388
verified: no, type: similarity_f1_threshold
value: 84.08489999999999
verified: no, type: similarity_precision
value: 88.75
verified: no, type: similarity_recall
value: 85.2
verified: no, type: similarity_ap
value: 93.56139999999999
verified: no, type: cosine_accuracy
value: 99.7465
verified: no, type: cosine_accuracy_threshold
value: 84.08489999999999
verified: no, type: cosine_f1
value: 86.9388
verified: no, type: cosine_f1_threshold
value: 84.08489999999999
verified: no, type: cosine_precision
value: 88.75
verified: no, type: cosine_recall
value: 85.2
verified: no, type: cosine_ap
value: 93.56139999999999
verified: no, type: manhattan_accuracy
value: 99.7614
verified: no, type: manhattan_accuracy_threshold
value: 853.1299
verified: no, type: manhattan_f1
value: 87.7053
verified: no, type: manhattan_f1_threshold
value: 888.5799999999999
verified: no, type: manhattan_precision
value: 87.3142
verified: no, type: manhattan_recall
value: 88.1
verified: no, type: manhattan_ap
value: 94.0777
verified: no, type: euclidean_accuracy
value: 99.7465
verified: no, type: euclidean_accuracy_threshold
value: 56.4183
verified: no, type: euclidean_f1
value: 86.9388
verified: no, type: euclidean_f1_threshold
value: 56.4183
verified: no, type: euclidean_precision
value: 88.75
verified: no, type: euclidean_recall
value: 85.2
verified: no, type: euclidean_ap
value: 93.5613
verified: no, type: dot_accuracy
value: 99.7465
verified: no, type: dot_accuracy_threshold
value: 84.08489999999999
verified: no, type: dot_f1
value: 86.9388
verified: no, type: dot_f1_threshold
value: 84.08489999999999
verified: no, type: dot_precision
value: 88.75
verified: no, type: dot_recall
value: 85.2
verified: no, type: dot_ap
value: 93.56139999999999
verified: no, type: max_accuracy
value: 99.7614
verified: no, type: max_f1
value: 87.7053
verified: no, type: max_precision
value: 88.75
verified: no, type: max_recall
value: 88.1
verified: no, type: max_ap
value: 94.0777
verified: no, type: main_score
value: 94.0777
verified: no
task: type: PairClassification, dataset: config: default
name: MTEB StackExchangeClustering (default)
revision: 6cbc1f7b2bc0622f2e39d2c77fa502909748c259
split: test
type: mteb/stackexchange-clustering
metrics: type: v_measure
value: 54.13980000000001
verified: no, type: v_measure_std
value: 5.5665
verified: no, type: main_score
value: 54.13980000000001
verified: no
task: type: Clustering, dataset: config: default
name: MTEB StackExchangeClusteringP2P (default)
revision: 815ca46b2622cec33ccafc3735d572c266efdb44
split: test
type: mteb/stackexchange-clustering-p2p
metrics: type: v_measure
value: 32.6113
verified: no, type: v_measure_std
value: 1.6389999999999998
verified: no, type: main_score
value: 32.6113
verified: no
task: type: Clustering, dataset: config: default
name: MTEB StackOverflowDupQuestions (default)
revision: e185fbe320c72810689fc5848eb6114e1ef5ec69
split: test
type: mteb/stackoverflowdupquestions-reranking
metrics: type: map
value: 50.813900000000004
verified: no, type: mrr
value: 51.702099999999994
verified: no, type: nAUC_map_max
value: 14.127600000000001
verified: no, type: nAUC_map_std
value: 8.6735
verified: no, type: nAUC_map_diff1
value: 36.4317
verified: no, type: nAUC_mrr_max
value: 15.504399999999999
verified: no, type: nAUC_mrr_std
value: 9.7053
verified: no, type: nAUC_mrr_diff1
value: 36.7021
verified: no, type: main_score
value: 50.813900000000004
verified: no
task: type: Reranking, dataset: config: default
name: MTEB StackOverflowQA (default)
revision: db8f169f3894c14a00251061f957b2063eef2bd5
split: test
type: CoIR-Retrieval/stackoverflow-qa
metrics: type: ndcg_at_1
value: 54.26299999999999
verified: no, type: ndcg_at_3
value: 62.395
verified: no, type: ndcg_at_5
value: 64.603
verified: no, type: ndcg_at_10
value: 66.57600000000001
verified: no, type: ndcg_at_20
value: 68.089
verified: no, type: ndcg_at_100
value: 69.587
verified: no, type: ndcg_at_1000
value: 70.216
verified: no, type: map_at_1
value: 54.26299999999999
verified: no, type: map_at_3
value: 60.373
verified: no, type: map_at_5
value: 61.609
verified: no, type: map_at_10
value: 62.419999999999995
verified: no, type: map_at_20
value: 62.83800000000001
verified: no, type: map_at_100
value: 63.04
verified: no, type: map_at_1000
value: 63.063
verified: no, type: recall_at_1
value: 54.26299999999999
verified: no, type: recall_at_3
value: 68.255
verified: no, type: recall_at_5
value: 73.571
verified: no, type: recall_at_10
value: 79.689
verified: no, type: recall_at_20
value: 85.65700000000001
verified: no, type: recall_at_100
value: 93.781
verified: no, type: recall_at_1000
value: 98.79599999999999
verified: no, type: precision_at_1
value: 54.26299999999999
verified: no, type: precision_at_3
value: 22.752
verified: no, type: precision_at_5
value: 14.713999999999999
verified: no, type: precision_at_10
value: 7.968999999999999
verified: no, type: precision_at_20
value: 4.283
verified: no, type: precision_at_100
value: 0.938
verified: no, type: precision_at_1000
value: 0.099
verified: no, type: mrr_at_1
value: 54.2628
verified: no, type: mrr_at_3
value: 60.372800000000005
verified: no, type: mrr_at_5
value: 61.609
verified: no, type: mrr_at_10
value: 62.4202
verified: no, type: mrr_at_20
value: 62.83800000000001
verified: no, type: mrr_at_100
value: 63.0402
verified: no, type: mrr_at_1000
value: 63.06270000000001
verified: no, type: nauc_ndcg_at_1_max
value: 61.3558
verified: no, type: nauc_ndcg_at_1_std
value: -7.5783000000000005
verified: no, type: nauc_ndcg_at_1_diff1
value: 72.637
verified: no, type: nauc_ndcg_at_3_max
value: 59.621900000000004
verified: no, type: nauc_ndcg_at_3_std
value: -7.8752
verified: no, type: nauc_ndcg_at_3_diff1
value: 67.341
verified: no, type: nauc_ndcg_at_5_max
value: 59.32150000000001
verified: no, type: nauc_ndcg_at_5_std
value: -6.783500000000001
verified: no, type: nauc_ndcg_at_5_diff1
value: 66.3908
verified: no, type: nauc_ndcg_at_10_max
value: 58.8665
verified: no, type: nauc_ndcg_at_10_std
value: -6.8839999999999995
verified: no, type: nauc_ndcg_at_10_diff1
value: 65.5914
verified: no, type: nauc_ndcg_at_20_max
value: 59.071
verified: no, type: nauc_ndcg_at_20_std
value: -6.7216
verified: no, type: nauc_ndcg_at_20_diff1
value: 66.0076
verified: no, type: nauc_ndcg_at_100_max
value: 59.2928
verified: no, type: nauc_ndcg_at_100_std
value: -6.0869
verified: no, type: nauc_ndcg_at_100_diff1
value: 66.5509
verified: no, type: nauc_ndcg_at_1000_max
value: 59.551
verified: no, type: nauc_ndcg_at_1000_std
value: -6.3229
verified: no, type: nauc_ndcg_at_1000_diff1
value: 67.0501
verified: no, type: nauc_map_at_1_max
value: 61.3558
verified: no, type: nauc_map_at_1_std
value: -7.5783000000000005
verified: no, type: nauc_map_at_1_diff1
value: 72.637
verified: no, type: nauc_map_at_3_max
value: 60.0638
verified: no, type: nauc_map_at_3_std
value: -7.824599999999999
verified: no, type: nauc_map_at_3_diff1
value: 68.7255
verified: no, type: nauc_map_at_5_max
value: 59.9035
verified: no, type: nauc_map_at_5_std
value: -7.236199999999999
verified: no, type: nauc_map_at_5_diff1
value: 68.2474
verified: no, type: nauc_map_at_10_max
value: 59.73159999999999
verified: no, type: nauc_map_at_10_std
value: -7.3129
verified: no, type: nauc_map_at_10_diff1
value: 67.9742
verified: no, type: nauc_map_at_20_max
value: 59.799800000000005
verified: no, type: nauc_map_at_20_std
value: -7.2599
verified: no, type: nauc_map_at_20_diff1
value: 68.1128
verified: no, type: nauc_map_at_100_max
value: 59.8324
verified: no, type: nauc_map_at_100_std
value: -7.1589
verified: no, type: nauc_map_at_100_diff1
value: 68.1784
verified: no, type: nauc_map_at_1000_max
value: 59.845099999999995
verified: no, type: nauc_map_at_1000_std
value: -7.1592
verified: no, type: nauc_map_at_1000_diff1
value: 68.19770000000001
verified: no, type: nauc_recall_at_1_max
value: 61.3558
verified: no, type: nauc_recall_at_1_std
value: -7.5783000000000005
verified: no, type: nauc_recall_at_1_diff1
value: 72.637
verified: no, type: nauc_recall_at_3_max
value: 58.1732
verified: no, type: nauc_recall_at_3_std
value: -8.028599999999999
verified: no, type: nauc_recall_at_3_diff1
value: 62.7847
verified: no, type: nauc_recall_at_5_max
value: 57.1488
verified: no, type: nauc_recall_at_5_std
value: -4.9189
verified: no, type: nauc_recall_at_5_diff1
value: 59.392599999999995
verified: no, type: nauc_recall_at_10_max
value: 54.7384
verified: no, type: nauc_recall_at_10_std
value: -4.683
verified: no, type: nauc_recall_at_10_diff1
value: 54.317499999999995
verified: no, type: nauc_recall_at_20_max
value: 54.5659
verified: no, type: nauc_recall_at_20_std
value: -2.9657
verified: no, type: nauc_recall_at_20_diff1
value: 53.039899999999996
verified: no, type: nauc_recall_at_100_max
value: 53.5805
verified: no, type: nauc_recall_at_100_std
value: 12.822
verified: no, type: nauc_recall_at_100_diff1
value: 49.3168
verified: no, type: nauc_recall_at_1000_max
value: 64.52839999999999
verified: no, type: nauc_recall_at_1000_std
value: 44.954699999999995
verified: no, type: nauc_recall_at_1000_diff1
value: 51.3607
verified: no, type: nauc_precision_at_1_max
value: 61.3558
verified: no, type: nauc_precision_at_1_std
value: -7.5783000000000005
verified: no, type: nauc_precision_at_1_diff1
value: 72.637
verified: no, type: nauc_precision_at_3_max
value: 58.1732
verified: no, type: nauc_precision_at_3_std
value: -8.028599999999999
verified: no, type: nauc_precision_at_3_diff1
value: 62.7847
verified: no, type: nauc_precision_at_5_max
value: 57.1488
verified: no, type: nauc_precision_at_5_std
value: -4.9189
verified: no, type: nauc_precision_at_5_diff1
value: 59.392599999999995
verified: no, type: nauc_precision_at_10_max
value: 54.7384
verified: no, type: nauc_precision_at_10_std
value: -4.683
verified: no, type: nauc_precision_at_10_diff1
value: 54.317499999999995
verified: no, type: nauc_precision_at_20_max
value: 54.5659
verified: no, type: nauc_precision_at_20_std
value: -2.9657
verified: no, type: nauc_precision_at_20_diff1
value: 53.039899999999996
verified: no, type: nauc_precision_at_100_max
value: 53.5805
verified: no, type: nauc_precision_at_100_std
value: 12.822
verified: no, type: nauc_precision_at_100_diff1
value: 49.3168
verified: no, type: nauc_precision_at_1000_max
value: 64.52839999999999
verified: no, type: nauc_precision_at_1000_std
value: 44.954699999999995
verified: no, type: nauc_precision_at_1000_diff1
value: 51.3607
verified: no, type: nauc_mrr_at_1_max
value: 61.3558
verified: no, type: nauc_mrr_at_1_std
value: -7.5783000000000005
verified: no, type: nauc_mrr_at_1_diff1
value: 72.637
verified: no, type: nauc_mrr_at_3_max
value: 60.0638
verified: no, type: nauc_mrr_at_3_std
value: -7.824599999999999
verified: no, type: nauc_mrr_at_3_diff1
value: 68.7255
verified: no, type: nauc_mrr_at_5_max
value: 59.9035
verified: no, type: nauc_mrr_at_5_std
value: -7.236199999999999
verified: no, type: nauc_mrr_at_5_diff1
value: 68.2474
verified: no, type: nauc_mrr_at_10_max
value: 59.73159999999999
verified: no, type: nauc_mrr_at_10_std
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verified: no, type: nauc_mrr_at_10_diff1
value: 67.9742
verified: no, type: nauc_mrr_at_20_max
value: 59.799800000000005
verified: no, type: nauc_mrr_at_20_std
value: -7.2599
verified: no, type: nauc_mrr_at_20_diff1
value: 68.1128
verified: no, type: nauc_mrr_at_100_max
value: 59.8324
verified: no, type: nauc_mrr_at_100_std
value: -7.1589
verified: no, type: nauc_mrr_at_100_diff1
value: 68.1784
verified: no, type: nauc_mrr_at_1000_max
value: 59.845099999999995
verified: no, type: nauc_mrr_at_1000_std
value: -7.1592
verified: no, type: nauc_mrr_at_1000_diff1
value: 68.19770000000001
verified: no, type: main_score
value: 66.57600000000001
verified: no
task: type: Retrieval, dataset: config: default
name: MTEB SummEval (default)
revision: cda12ad7615edc362dbf25a00fdd61d3b1eaf93c
split: test
type: mteb/summeval
metrics: type: pearson
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verified: no, type: spearman
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verified: no, type: cosine_spearman
value: 31.121
verified: no, type: cosine_pearson
value: 31.255699999999997
verified: no, type: dot_spearman
value: 31.121
verified: no, type: dot_pearson
value: 31.255699999999997
verified: no, type: main_score
value: 31.121
verified: no
task: type: Summarization, dataset: config: default
name: MTEB SyntheticText2SQL (default)
revision: 686b87296c3a0191b5d9415a00526c62db9fce09
split: test
type: CoIR-Retrieval/synthetic-text2sql
metrics: type: ndcg_at_1
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verified: no, type: ndcg_at_3
value: 32.669
verified: no, type: ndcg_at_5
value: 36.313
verified: no, type: ndcg_at_10
value: 39.341
verified: no, type: ndcg_at_20
value: 41.22
verified: no, type: ndcg_at_100
value: 43.682
verified: no, type: ndcg_at_1000
value: 44.679
verified: no, type: map_at_1
value: 2.752
verified: no, type: map_at_3
value: 25.918999999999997
verified: no, type: map_at_5
value: 27.939000000000004
verified: no, type: map_at_10
value: 29.195999999999998
verified: no, type: map_at_20
value: 29.711
verified: no, type: map_at_100
value: 30.057000000000002
verified: no, type: map_at_1000
value: 30.092999999999996
verified: no, type: recall_at_1
value: 2.752
verified: no, type: recall_at_3
value: 51.957
verified: no, type: recall_at_5
value: 60.809999999999995
verified: no, type: recall_at_10
value: 70.14200000000001
verified: no, type: recall_at_20
value: 77.576
verified: no, type: recall_at_100
value: 90.771
verified: no, type: recall_at_1000
value: 98.667
verified: no, type: precision_at_1
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verified: no, type: precision_at_3
value: 17.319000000000003
verified: no, type: precision_at_5
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verified: no, type: precision_at_10
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verified: no, type: precision_at_20
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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: mrr_at_1
value: 23.534399999999998
verified: no, type: mrr_at_3
value: 37.8739
verified: no, type: mrr_at_5
value: 39.6078
verified: no, type: mrr_at_10
value: 40.7592
verified: no, type: mrr_at_20
value: 41.2449
verified: no, type: mrr_at_100
value: 41.5832
verified: no, type: mrr_at_1000
value: 41.6198
verified: no, type: nauc_ndcg_at_1_max
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verified: no, type: nauc_ndcg_at_1_std
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verified: no, type: nauc_ndcg_at_1_diff1
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verified: no, type: nauc_ndcg_at_3_max
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verified: no, type: nauc_ndcg_at_3_std
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verified: no, type: nauc_ndcg_at_3_diff1
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verified: no, type: nauc_ndcg_at_5_max
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verified: no, type: nauc_ndcg_at_5_std
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verified: no, type: nauc_ndcg_at_5_diff1
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verified: no, type: nauc_ndcg_at_10_max
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verified: no, type: nauc_ndcg_at_10_std
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verified: no, type: nauc_ndcg_at_10_diff1
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verified: no, type: nauc_ndcg_at_20_max
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verified: no, type: nauc_ndcg_at_20_diff1
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verified: no, type: nauc_ndcg_at_100_max
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verified: no, type: nauc_ndcg_at_100_std
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verified: no, type: nauc_ndcg_at_100_diff1
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verified: no, type: nauc_ndcg_at_1000_max
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verified: no, type: nauc_ndcg_at_1000_std
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verified: no, type: nauc_ndcg_at_1000_diff1
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verified: no, type: nauc_map_at_1_max
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verified: no, type: nauc_map_at_1_std
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verified: no, type: nauc_map_at_1_diff1
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verified: no, type: nauc_map_at_3_max
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verified: no, type: nauc_map_at_3_std
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verified: no, type: nauc_map_at_3_diff1
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verified: no, type: nauc_map_at_5_max
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verified: no, type: nauc_map_at_5_std
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verified: no, type: nauc_map_at_5_diff1
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verified: no, type: nauc_map_at_10_max
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verified: no, type: nauc_map_at_10_std
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verified: no, type: nauc_map_at_10_diff1
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verified: no, type: nauc_recall_at_100_max
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verified: no, type: nauc_recall_at_100_std
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verified: no, type: nauc_recall_at_100_diff1
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verified: no, type: nauc_recall_at_1000_max
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verified: no, type: nauc_recall_at_1000_std
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verified: no, type: nauc_precision_at_1000_max
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verified: no, type: nauc_mrr_at_1_diff1
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verified: no, type: nauc_mrr_at_3_max
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verified: no, type: nauc_mrr_at_3_std
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verified: no, type: nauc_mrr_at_3_diff1
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verified: no, type: nauc_mrr_at_5_max
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verified: no, type: nauc_mrr_at_5_std
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verified: no, type: nauc_mrr_at_5_diff1
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verified: no, type: nauc_mrr_at_10_max
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verified: no, type: nauc_mrr_at_10_std
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verified: no, type: nauc_mrr_at_10_diff1
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verified: no, type: nauc_mrr_at_20_max
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verified: no, type: nauc_mrr_at_20_std
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verified: no, type: nauc_mrr_at_20_diff1
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verified: no, type: nauc_mrr_at_100_max
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verified: no, type: nauc_mrr_at_1000_max
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verified: no, type: main_score
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verified: no
task: type: Retrieval, dataset: config: default
name: MTEB ToxicConversationsClassification (default)
revision: edfaf9da55d3dd50d43143d90c1ac476895ae6de
split: test
type: mteb/toxic_conversations_50k
metrics: type: accuracy
value: 60.380900000000004
verified: no, type: f1
value: 46.8295
verified: no, type: f1_weighted
value: 69.05930000000001
verified: no, type: ap
value: 10.5988
verified: no, type: ap_weighted
value: 10.5988
verified: no, type: main_score
value: 60.380900000000004
verified: no
task: type: Classification, dataset: config: default
name: MTEB TweetSentimentExtractionClassification (default)
revision: d604517c81ca91fe16a244d1248fc021f9ecee7a
split: test
type: mteb/tweet_sentiment_extraction
metrics: type: accuracy
value: 58.537099999999995
verified: no, type: f1
value: 58.7006
verified: no, type: f1_weighted
value: 58.013400000000004
verified: no, type: main_score
value: 58.537099999999995
verified: no
task: type: Classification, dataset: config: default
name: MTEB TwentyNewsgroupsClustering (default)
revision: 6125ec4e24fa026cec8a478383ee943acfbd5449
split: test
type: mteb/twentynewsgroups-clustering
metrics: type: v_measure
value: 36.6842
verified: no, type: v_measure_std
value: 1.9854
verified: no, type: main_score
value: 36.6842
verified: no
task: type: Clustering, dataset: config: default
name: MTEB TwitterSemEval2015 (default)
revision: 70970daeab8776df92f5ea462b6173c0b46fd2d1
split: test
type: mteb/twittersemeval2015-pairclassification
metrics: type: similarity_accuracy
value: 82.3866
verified: no, type: similarity_accuracy_threshold
value: 87.0467
verified: no, type: similarity_f1
value: 58.4102
verified: no, type: similarity_f1_threshold
value: 82.61540000000001
verified: no, type: similarity_precision
value: 52.937400000000004
verified: no, type: similarity_recall
value: 65.1451
verified: no, type: similarity_ap
value: 61.6413
verified: no, type: cosine_accuracy
value: 82.3866
verified: no, type: cosine_accuracy_threshold
value: 87.0467
verified: no, type: cosine_f1
value: 58.4102
verified: no, type: cosine_f1_threshold
value: 82.61540000000001
verified: no, type: cosine_precision
value: 52.937400000000004
verified: no, type: cosine_recall
value: 65.1451
verified: no, type: cosine_ap
value: 61.6413
verified: no, type: manhattan_accuracy
value: 82.12429999999999
verified: no, type: manhattan_accuracy_threshold
value: 786.2048
verified: no, type: manhattan_f1
value: 57.862899999999996
verified: no, type: manhattan_f1_threshold
value: 911.9348
verified: no, type: manhattan_precision
value: 50.2725
verified: no, type: manhattan_recall
value: 68.15299999999999
verified: no, type: manhattan_ap
value: 60.6893
verified: no, type: euclidean_accuracy
value: 82.3866
verified: no, type: euclidean_accuracy_threshold
value: 50.8985
verified: no, type: euclidean_f1
value: 58.4102
verified: no, type: euclidean_f1_threshold
value: 58.9654
verified: no, type: euclidean_precision
value: 52.937400000000004
verified: no, type: euclidean_recall
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verified: no, type: euclidean_ap
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verified: no, type: dot_accuracy
value: 82.3866
verified: no, type: dot_accuracy_threshold
value: 87.0467
verified: no, type: dot_f1
value: 58.4102
verified: no, type: dot_f1_threshold
value: 82.61540000000001
verified: no, type: dot_precision
value: 52.937400000000004
verified: no, type: dot_recall
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verified: no, type: dot_ap
value: 61.6413
verified: no, type: max_accuracy
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verified: no, type: max_f1
value: 58.4102
verified: no, type: max_precision
value: 52.937400000000004
verified: no, type: max_recall
value: 68.15299999999999
verified: no, type: max_ap
value: 61.6413
verified: no, type: main_score
value: 61.6413
verified: no
task: type: PairClassification, dataset: config: default
name: MTEB TwitterURLCorpus (default)
revision: 8b6510b0b1fa4e4c4f879467980e9be563ec1cdf
split: test
type: mteb/twitterurlcorpus-pairclassification
metrics: type: similarity_accuracy
value: 88.77629999999999
verified: no, type: similarity_accuracy_threshold
value: 82.2251
verified: no, type: similarity_f1
value: 77.3613
verified: no, type: similarity_f1_threshold
value: 80.3174
verified: no, type: similarity_precision
value: 75.0906
verified: no, type: similarity_recall
value: 79.7736
verified: no, type: similarity_ap
value: 85.6694
verified: no, type: cosine_accuracy
value: 88.77629999999999
verified: no, type: cosine_accuracy_threshold
value: 82.2251
verified: no, type: cosine_f1
value: 77.3613
verified: no, type: cosine_f1_threshold
value: 80.3174
verified: no, type: cosine_precision
value: 75.0906
verified: no, type: cosine_recall
value: 79.7736
verified: no, type: cosine_ap
value: 85.6694
verified: no, type: manhattan_accuracy
value: 88.7317
verified: no, type: manhattan_accuracy_threshold
value: 914.4955
verified: no, type: manhattan_f1
value: 77.1707
verified: no, type: manhattan_f1_threshold
value: 946.5603
verified: no, type: manhattan_precision
value: 76.2825
verified: no, type: manhattan_recall
value: 78.0798
verified: no, type: manhattan_ap
value: 85.5718
verified: no, type: euclidean_accuracy
value: 88.77629999999999
verified: no, type: euclidean_accuracy_threshold
value: 59.6237
verified: no, type: euclidean_f1
value: 77.3613
verified: no, type: euclidean_f1_threshold
value: 62.7417
verified: no, type: euclidean_precision
value: 75.0906
verified: no, type: euclidean_recall
value: 79.7736
verified: no, type: euclidean_ap
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verified: no, type: dot_accuracy
value: 88.77629999999999
verified: no, type: dot_accuracy_threshold
value: 82.2251
verified: no, type: dot_f1
value: 77.3613
verified: no, type: dot_f1_threshold
value: 80.3174
verified: no, type: dot_precision
value: 75.0906
verified: no, type: dot_recall
value: 79.7736
verified: no, type: dot_ap
value: 85.6694
verified: no, type: max_accuracy
value: 88.77629999999999
verified: no, type: max_f1
value: 77.3613
verified: no, type: max_precision
value: 76.2825
verified: no, type: max_recall
value: 79.7736
verified: no, type: max_ap
value: 85.6694
verified: no, type: main_score
value: 85.6694
verified: no
task: type: PairClassification
pipeline_tag: sentence-similarity
Likes: 45 | All-time downloads: 214265
Created: 2024-12-04 20:29:00