Model: NovaSearch/stella_en_400M_v5
Author: NovaSearch
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, pytorch, safetensors, new, feature-extraction, mteb, transformers, sentence-similarity, custom_code, arxiv:2412.19048, arxiv:2205.13147, license:mit, model-index, text-embeddings-inference, endpoints_compatible, region:us
Card metadata: model-index: name: stella_en_400M_v5
results: dataset: config: en
name: MTEB AmazonCounterfactualClassification (en)
revision: e8379541af4e31359cca9fbcf4b00f2671dba205
split: test
type: mteb/amazon_counterfactual
metrics: type: accuracy
value: 92.35820895522387
verified: no, type: ap
value: 70.81322736988783
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verified: no, type: f1
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verified: no, type: f1_weighted
value: 92.68630932872613
verified: no, type: main_score
value: 92.35820895522387
verified: no
task: type: Classification, dataset: config: default
name: MTEB AmazonPolarityClassification
revision: e2d317d38cd51312af73b3d32a06d1a08b442046
split: test
type: mteb/amazon_polarity
metrics: type: accuracy
value: 97.1945
verified: no, type: ap
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verified: no, type: ap_weighted
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verified: no, type: f1
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verified: no, type: f1_weighted
value: 97.1936887167346
verified: no, type: main_score
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verified: no
task: type: Classification, dataset: config: en
name: MTEB AmazonReviewsClassification (en)
revision: 1399c76144fd37290681b995c656ef9b2e06e26d
split: test
type: mteb/amazon_reviews_multi
metrics: type: accuracy
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verified: no, type: f1
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verified: no, type: f1_weighted
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verified: no, type: main_score
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verified: no
task: type: Classification, dataset: config: default
name: MTEB ArguAna
revision: c22ab2a51041ffd869aaddef7af8d8215647e41a
split: test
type: mteb/arguana
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verified: no
task: type: Retrieval, dataset: config: default
name: MTEB ArxivClusteringP2P
revision: a122ad7f3f0291bf49cc6f4d32aa80929df69d5d
split: test
type: mteb/arxiv-clustering-p2p
metrics: type: main_score
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verified: no, type: v_measure
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verified: no, type: v_measure_std
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verified: no
task: type: Clustering, dataset: config: default
name: MTEB ArxivClusteringS2S
revision: f910caf1a6075f7329cdf8c1a6135696f37dbd53
split: test
type: mteb/arxiv-clustering-s2s
metrics: type: main_score
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verified: no, type: v_measure
value: 49.823698316694795
verified: no, type: v_measure_std
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verified: no
task: type: Clustering, dataset: config: default
name: MTEB AskUbuntuDupQuestions
revision: 2000358ca161889fa9c082cb41daa8dcfb161a54
split: test
type: mteb/askubuntudupquestions-reranking
metrics: type: main_score
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verified: no, type: map
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verified: no, type: mrr
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verified: no, type: nAUC_map_diff1
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verified: no
task: type: Reranking, dataset: config: default
name: MTEB BIOSSES
revision: d3fb88f8f02e40887cd149695127462bbcf29b4a
split: test
type: mteb/biosses-sts
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verified: no, type: pearson
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verified: no, type: spearman
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verified: no
task: type: STS, dataset: config: default
name: MTEB Banking77Classification
revision: 0fd18e25b25c072e09e0d92ab615fda904d66300
split: test
type: mteb/banking77
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verified: no, type: f1_weighted
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verified: no, type: main_score
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task: type: Classification, dataset: config: default
name: MTEB BiorxivClusteringP2P
revision: 65b79d1d13f80053f67aca9498d9402c2d9f1f40
split: test
type: mteb/biorxiv-clustering-p2p
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verified: no, type: v_measure
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task: type: Clustering, dataset: config: default
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revision: 258694dd0231531bc1fd9de6ceb52a0853c6d908
split: test
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name: MTEB CQADupstackRetrieval
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task: type: Classification, dataset: config: default
name: MTEB MSMARCO
revision: c5a29a104738b98a9e76336939199e264163d4a0
split: dev
type: mteb/msmarco
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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: recall_at_1
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verified: no, type: recall_at_10
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verified: no, type: recall_at_100
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verified: no, type: recall_at_1000
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verified: no, type: recall_at_20
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verified: no, type: recall_at_5
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verified: no
task: type: Retrieval, dataset: config: en
name: MTEB MTOPDomainClassification (en)
revision: d80d48c1eb48d3562165c59d59d0034df9fff0bf
split: test
type: mteb/mtop_domain
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verified: no, type: f1
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verified: no, type: f1_weighted
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verified: no, type: main_score
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verified: no
task: type: Classification, dataset: config: en
name: MTEB MTOPIntentClassification (en)
revision: ae001d0e6b1228650b7bd1c2c65fb50ad11a8aba
split: test
type: mteb/mtop_intent
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verified: no, type: f1
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verified: no, type: f1_weighted
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verified: no, type: main_score
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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: f1_weighted
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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
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revision: e7a26af6f3ae46b30dde8737f02c07b1505bcc73
split: test
type: mteb/medrxiv-clustering-p2p
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task: type: Clustering, dataset: config: default
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split: test
type: mteb/medrxiv-clustering-s2s
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task: type: Clustering, dataset: config: default
name: MTEB MindSmallReranking
revision: 59042f120c80e8afa9cdbb224f67076cec0fc9a7
split: test
type: mteb/mind_small
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task: type: Reranking, dataset: config: default
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split: test
type: mteb/nfcorpus
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verified: no, type: ndcg_at_1000
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verified: no
task: type: Retrieval, dataset: config: default
name: MTEB RedditClustering
revision: 24640382cdbf8abc73003fb0fa6d111a705499eb
split: test
type: mteb/reddit-clustering
metrics: type: main_score
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task: type: Clustering, dataset: config: default
name: MTEB RedditClusteringP2P
revision: 385e3cb46b4cfa89021f56c4380204149d0efe33
split: test
type: mteb/reddit-clustering-p2p
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task: type: Clustering, dataset: config: default
name: MTEB SCIDOCS
revision: f8c2fcf00f625baaa80f62ec5bd9e1fff3b8ae88
split: test
type: mteb/scidocs
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verified: no, type: ndcg_at_10
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verified: no, type: ndcg_at_100
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verified: no, type: ndcg_at_1000
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verified: no, type: ndcg_at_20
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verified: no, type: ndcg_at_3
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verified: no, type: ndcg_at_5
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verified: no, type: precision_at_1000
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verified: no, type: recall_at_1
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verified: no, type: recall_at_10
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verified: no, type: recall_at_100
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verified: no, type: recall_at_1000
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verified: no, type: recall_at_20
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verified: no, type: recall_at_3
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verified: no, type: recall_at_5
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verified: no
task: type: Retrieval, dataset: config: default
name: MTEB SICK-R
revision: 20a6d6f312dd54037fe07a32d58e5e168867909d
split: test
type: mteb/sickr-sts
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verified: no, type: cosine_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, type: manhattan_pearson
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verified: no, type: manhattan_spearman
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verified: no, type: pearson
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verified: no, type: spearman
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verified: no
task: type: STS, dataset: config: default
name: MTEB STS12
revision: a0d554a64d88156834ff5ae9920b964011b16384
split: test
type: mteb/sts12-sts
metrics: type: cosine_pearson
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verified: no, type: euclidean_pearson
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verified: no, type: main_score
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verified: no, type: spearman
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verified: no
task: type: STS, dataset: config: default
name: MTEB STS13
revision: 7e90230a92c190f1bf69ae9002b8cea547a64cca
split: test
type: mteb/sts13-sts
metrics: type: cosine_pearson
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verified: no, type: euclidean_pearson
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verified: no, type: main_score
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verified: no, type: spearman
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task: type: STS, dataset: config: default
name: MTEB STS14
revision: 6031580fec1f6af667f0bd2da0a551cf4f0b2375
split: test
type: mteb/sts14-sts
metrics: type: cosine_pearson
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verified: no, type: euclidean_pearson
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verified: no, type: main_score
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verified: no, type: pearson
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verified: no, type: spearman
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task: type: STS, dataset: config: default
name: MTEB STS15
revision: ae752c7c21bf194d8b67fd573edf7ae58183cbe3
split: test
type: mteb/sts15-sts
metrics: type: cosine_pearson
value: 87.84742260009705
verified: no, type: cosine_spearman
value: 89.10215217191254
verified: no, type: euclidean_pearson
value: 88.97393286325477
verified: no, type: euclidean_spearman
value: 89.1014105509662
verified: no, type: main_score
value: 89.10215217191254
verified: no, type: manhattan_pearson
value: 89.31698781090151
verified: no, type: manhattan_spearman
value: 89.53000001764433
verified: no, type: pearson
value: 87.84742260009705
verified: no, type: spearman
value: 89.10215217191254
verified: no
task: type: STS, dataset: config: default
name: MTEB STS16
revision: 4d8694f8f0e0100860b497b999b3dbed754a0513
split: test
type: mteb/sts16-sts
metrics: type: cosine_pearson
value: 85.22397535461835
verified: no, type: cosine_spearman
value: 87.14066355879785
verified: no, type: euclidean_pearson
value: 86.31393364087295
verified: no, type: euclidean_spearman
value: 87.14018892702765
verified: no, type: main_score
value: 87.14066355879785
verified: no, type: manhattan_pearson
value: 86.36366855248434
verified: no, type: manhattan_spearman
value: 87.20858630423012
verified: no, type: pearson
value: 85.22397535461835
verified: no, type: spearman
value: 87.14066355879785
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: cosine_pearson
value: 90.66131612061355
verified: no, type: cosine_spearman
value: 90.97082650129164
verified: no, type: euclidean_pearson
value: 90.98181906744969
verified: no, type: euclidean_spearman
value: 90.99008476850047
verified: no, type: main_score
value: 90.97082650129164
verified: no, type: manhattan_pearson
value: 90.75245040709021
verified: no, type: manhattan_spearman
value: 90.6199877691265
verified: no, type: pearson
value: 90.66131612061355
verified: no, type: spearman
value: 90.97082650129164
verified: no
task: type: STS, dataset: config: en
name: MTEB STS22 (en)
revision: de9d86b3b84231dc21f76c7b7af1f28e2f57f6e3
split: test
type: mteb/sts22-crosslingual-sts
metrics: type: cosine_pearson
value: 67.270656447085
verified: no, type: cosine_spearman
value: 67.82870469746828
verified: no, type: euclidean_pearson
value: 69.03857775285664
verified: no, type: euclidean_spearman
value: 67.74455108773341
verified: no, type: main_score
value: 67.82870469746828
verified: no, type: manhattan_pearson
value: 69.25304172245812
verified: no, type: manhattan_spearman
value: 68.00987097916055
verified: no, type: pearson
value: 67.270656447085
verified: no, type: spearman
value: 67.82870469746828
verified: no
task: type: STS, dataset: config: default
name: MTEB STSBenchmark
revision: b0fddb56ed78048fa8b90373c8a3cfc37b684831
split: test
type: mteb/stsbenchmark-sts
metrics: type: cosine_pearson
value: 87.17245205384889
verified: no, type: cosine_spearman
value: 87.7360146030987
verified: no, type: euclidean_pearson
value: 87.48919412794656
verified: no, type: euclidean_spearman
value: 87.7312047878383
verified: no, type: main_score
value: 87.7360146030987
verified: no, type: manhattan_pearson
value: 87.61476224354806
verified: no, type: manhattan_spearman
value: 87.95220889254693
verified: no, type: pearson
value: 87.17245205384889
verified: no, type: spearman
value: 87.7360146030987
verified: no
task: type: STS, dataset: config: default
name: MTEB SciDocsRR
revision: d3c5e1fc0b855ab6097bf1cda04dd73947d7caab
split: test
type: mteb/scidocs-reranking
metrics: type: main_score
value: 88.43547871921146
verified: no, type: map
value: 88.43547871921146
verified: no, type: mrr
value: 96.5564473652709
verified: no, type: nAUC_map_diff1
value: -13.66029392579231
verified: no, type: nAUC_map_max
value: 50.325613574053506
verified: no, type: nAUC_map_std
value: 60.02986231275796
verified: no, type: nAUC_mrr_diff1
value: 23.83821476411125
verified: no, type: nAUC_mrr_max
value: 86.72643311769906
verified: no, type: nAUC_mrr_std
value: 72.12741063469213
verified: no
task: type: Reranking, dataset: config: default
name: MTEB SciFact
revision: 0228b52cf27578f30900b9e5271d331663a030d7
split: test
type: mteb/scifact
metrics: type: main_score
value: 78.233
verified: no, type: map_at_1
value: 61.49400000000001
verified: no, type: map_at_10
value: 73.30600000000001
verified: no, type: map_at_100
value: 73.719
verified: no, type: map_at_1000
value: 73.724
verified: no, type: map_at_20
value: 73.611
verified: no, type: map_at_3
value: 70.626
verified: no, type: map_at_5
value: 72.417
verified: no, type: mrr_at_1
value: 64.66666666666666
verified: no, type: mrr_at_10
value: 74.30357142857143
verified: no, type: mrr_at_100
value: 74.56950898079988
verified: no, type: mrr_at_1000
value: 74.57295833098681
verified: no, type: mrr_at_20
value: 74.46165223665226
verified: no, type: mrr_at_3
value: 72.3888888888889
verified: no, type: mrr_at_5
value: 73.60555555555557
verified: no, type: nauc_map_at_1000_diff1
value: 76.51524604780636
verified: no, type: nauc_map_at_1000_max
value: 53.48521938401881
verified: no, type: nauc_map_at_1000_std
value: -7.347799382158861
verified: no, type: nauc_map_at_100_diff1
value: 76.5122888096236
verified: no, type: nauc_map_at_100_max
value: 53.49221847471618
verified: no, type: nauc_map_at_100_std
value: -7.329683735681086
verified: no, type: nauc_map_at_10_diff1
value: 76.30928630674504
verified: no, type: nauc_map_at_10_max
value: 53.00102977185941
verified: no, type: nauc_map_at_10_std
value: -7.7467740085108705
verified: no, type: nauc_map_at_1_diff1
value: 79.54189281784247
verified: no, type: nauc_map_at_1_max
value: 46.630071622109526
verified: no, type: nauc_map_at_1_std
value: -14.395943134644112
verified: no, type: nauc_map_at_20_diff1
value: 76.41604361947962
verified: no, type: nauc_map_at_20_max
value: 53.578883876146875
verified: no, type: nauc_map_at_20_std
value: -7.403103451288041
verified: no, type: nauc_map_at_3_diff1
value: 76.25911617571941
verified: no, type: nauc_map_at_3_max
value: 49.140287380513605
verified: no, type: nauc_map_at_3_std
value: -11.35992449218983
verified: no, type: nauc_map_at_5_diff1
value: 76.35122077770336
verified: no, type: nauc_map_at_5_max
value: 52.1744367901208
verified: no, type: nauc_map_at_5_std
value: -7.85753955055384
verified: no, type: nauc_mrr_at_1000_diff1
value: 76.97223309515867
verified: no, type: nauc_mrr_at_1000_max
value: 57.263787498613326
verified: no, type: nauc_mrr_at_1000_std
value: -4.884090708840035
verified: no, type: nauc_mrr_at_100_diff1
value: 76.97312970894603
verified: no, type: nauc_mrr_at_100_max
value: 57.26850730446478
verified: no, type: nauc_mrr_at_100_std
value: -4.875200894216617
verified: no, type: nauc_mrr_at_10_diff1
value: 76.65927674223613
verified: no, type: nauc_mrr_at_10_max
value: 57.30979763941454
verified: no, type: nauc_mrr_at_10_std
value: -4.863331094022142
verified: no, type: nauc_mrr_at_1_diff1
value: 80.0454932568644
verified: no, type: nauc_mrr_at_1_max
value: 56.76038421319305
verified: no, type: nauc_mrr_at_1_std
value: -4.101939392632653
verified: no, type: nauc_mrr_at_20_diff1
value: 76.87237970440503
verified: no, type: nauc_mrr_at_20_max
value: 57.33843605225869
verified: no, type: nauc_mrr_at_20_std
value: -4.96248984417978
verified: no, type: nauc_mrr_at_3_diff1
value: 76.74130186666727
verified: no, type: nauc_mrr_at_3_max
value: 56.19313244846155
verified: no, type: nauc_mrr_at_3_std
value: -5.684365934009136
verified: no, type: nauc_mrr_at_5_diff1
value: 76.66406918799962
verified: no, type: nauc_mrr_at_5_max
value: 57.56110093228628
verified: no, type: nauc_mrr_at_5_std
value: -3.7464413085588073
verified: no, type: nauc_ndcg_at_1000_diff1
value: 76.19194173971773
verified: no, type: nauc_ndcg_at_1000_max
value: 55.57464600170693
verified: no, type: nauc_ndcg_at_1000_std
value: -6.0761689532372625
verified: no, type: nauc_ndcg_at_100_diff1
value: 76.14631273843654
verified: no, type: nauc_ndcg_at_100_max
value: 55.72246565373382
verified: no, type: nauc_ndcg_at_100_std
value: -5.595160698860595
verified: no, type: nauc_ndcg_at_10_diff1
value: 75.0108223611192
verified: no, type: nauc_ndcg_at_10_max
value: 55.27894212877493
verified: no, type: nauc_ndcg_at_10_std
value: -6.968331740214591
verified: no, type: nauc_ndcg_at_1_diff1
value: 80.0454932568644
verified: no, type: nauc_ndcg_at_1_max
value: 56.76038421319305
verified: no, type: nauc_ndcg_at_1_std
value: -4.101939392632653
verified: no, type: nauc_ndcg_at_20_diff1
value: 75.54887755702472
verified: no, type: nauc_ndcg_at_20_max
value: 56.406879417251496
verified: no, type: nauc_ndcg_at_20_std
value: -6.495231061329629
verified: no, type: nauc_ndcg_at_3_diff1
value: 75.03620356688509
verified: no, type: nauc_ndcg_at_3_max
value: 52.147381077773424
verified: no, type: nauc_ndcg_at_3_std
value: -8.448005688956199
verified: no, type: nauc_ndcg_at_5_diff1
value: 75.1195898074229
verified: no, type: nauc_ndcg_at_5_max
value: 54.2321033861173
verified: no, type: nauc_ndcg_at_5_std
value: -5.882690780895338
verified: no, type: nauc_precision_at_1000_diff1
value: -28.081979732100532
verified: no, type: nauc_precision_at_1000_max
value: 35.055348014832916
verified: no, type: nauc_precision_at_1000_std
value: 59.61280468927384
verified: no, type: nauc_precision_at_100_diff1
value: -25.112740730587458
verified: no, type: nauc_precision_at_100_max
value: 38.26331300116496
verified: no, type: nauc_precision_at_100_std
value: 62.46316222328831
verified: no, type: nauc_precision_at_10_diff1
value: -2.6766206473658833
verified: no, type: nauc_precision_at_10_max
value: 45.95321867204845
verified: no, type: nauc_precision_at_10_std
value: 45.07212468670564
verified: no, type: nauc_precision_at_1_diff1
value: 80.0454932568644
verified: no, type: nauc_precision_at_1_max
value: 56.76038421319305
verified: no, type: nauc_precision_at_1_std
value: -4.101939392632653
verified: no, type: nauc_precision_at_20_diff1
value: -10.698911116738385
verified: no, type: nauc_precision_at_20_max
value: 43.467275950182994
verified: no, type: nauc_precision_at_20_std
value: 48.00467321991766
verified: no, type: nauc_precision_at_3_diff1
value: 33.6344708541193
verified: no, type: nauc_precision_at_3_max
value: 49.309242331670504
verified: no, type: nauc_precision_at_3_std
value: 21.02940391379915
verified: no, type: nauc_precision_at_5_diff1
value: 13.560415600596318
verified: no, type: nauc_precision_at_5_max
value: 48.918726500100085
verified: no, type: nauc_precision_at_5_std
value: 39.940930429172184
verified: no, type: nauc_recall_at_1000_diff1
verified: no, type: nauc_recall_at_1000_max
verified: no, type: nauc_recall_at_1000_std
verified: no, type: nauc_recall_at_100_diff1
value: 70.82166199813196
verified: no, type: nauc_recall_at_100_max
value: 76.6106442577042
verified: no, type: nauc_recall_at_100_std
value: 66.47992530345513
verified: no, type: nauc_recall_at_10_diff1
value: 62.68908885556092
verified: no, type: nauc_recall_at_10_max
value: 58.14262437741839
verified: no, type: nauc_recall_at_10_std
value: -12.946717875063369
verified: no, type: nauc_recall_at_1_diff1
value: 79.54189281784247
verified: no, type: nauc_recall_at_1_max
value: 46.630071622109526
verified: no, type: nauc_recall_at_1_std
value: -14.395943134644112
verified: no, type: nauc_recall_at_20_diff1
value: 65.79470497876567
verified: no, type: nauc_recall_at_20_max
value: 71.68308183488456
verified: no, type: nauc_recall_at_20_std
value: -12.556850697268453
verified: no, type: nauc_recall_at_3_diff1
value: 68.3240211318129
verified: no, type: nauc_recall_at_3_max
value: 45.05998217275036
verified: no, type: nauc_recall_at_3_std
value: -14.23179772593869
verified: no, type: nauc_recall_at_5_diff1
value: 67.53366869904056
verified: no, type: nauc_recall_at_5_max
value: 53.57935627081027
verified: no, type: nauc_recall_at_5_std
value: -3.3271112904853393
verified: no, type: ndcg_at_1
value: 64.667
verified: no, type: ndcg_at_10
value: 78.233
verified: no, type: ndcg_at_100
value: 79.806
verified: no, type: ndcg_at_1000
value: 79.92099999999999
verified: no, type: ndcg_at_20
value: 79.006
verified: no, type: ndcg_at_3
value: 74.018
verified: no, type: ndcg_at_5
value: 76.334
verified: no, type: precision_at_1
value: 64.667
verified: no, type: precision_at_10
value: 10.4
verified: no, type: precision_at_100
value: 1.1199999999999999
verified: no, type: precision_at_1000
value: 0.11299999999999999
verified: no, type: precision_at_20
value: 5.383
verified: no, type: precision_at_3
value: 29.444
verified: no, type: precision_at_5
value: 19.467000000000002
verified: no, type: recall_at_1
value: 61.49400000000001
verified: no, type: recall_at_10
value: 92.156
verified: no, type: recall_at_100
value: 99.167
verified: no, type: recall_at_1000
value: 100
verified: no, type: recall_at_20
value: 94.833
verified: no, type: recall_at_3
value: 80.833
verified: no, type: recall_at_5
value: 86.6
verified: no
task: type: Retrieval, dataset: config: default
name: MTEB SprintDuplicateQuestions
revision: d66bd1f72af766a5cc4b0ca5e00c162f89e8cc46
split: test
type: mteb/sprintduplicatequestions-pairclassification
metrics: type: cosine_accuracy
value: 99.8039603960396
verified: no, type: cosine_accuracy_threshold
value: 84.54211950302124
verified: no, type: cosine_ap
value: 95.59056372734358
verified: no, type: cosine_f1
value: 90.1394422310757
verified: no, type: cosine_f1_threshold
value: 84.54211950302124
verified: no, type: cosine_precision
value: 89.78174603174604
verified: no, type: cosine_recall
value: 90.5
verified: no, type: dot_accuracy
value: 99.80594059405941
verified: no, type: dot_accuracy_threshold
value: 85.57180166244507
verified: no, type: dot_ap
value: 95.53453431914399
verified: no, type: dot_f1
value: 90.10442565887618
verified: no, type: dot_f1_threshold
value: 84.59715843200684
verified: no, type: dot_precision
value: 89.61424332344214
verified: no, type: dot_recall
value: 90.60000000000001
verified: no, type: euclidean_accuracy
value: 99.8039603960396
verified: no, type: euclidean_accuracy_threshold
value: 53.253382444381714
verified: no, type: euclidean_ap
value: 95.5850992402159
verified: no, type: euclidean_f1
value: 90.09457441513192
verified: no, type: euclidean_f1_threshold
value: 55.725520849227905
verified: no, type: euclidean_precision
value: 89.69276511397423
verified: no, type: euclidean_recall
value: 90.5
verified: no, type: main_score
value: 95.7485189884476
verified: no, type: manhattan_accuracy
value: 99.81485148514851
verified: no, type: manhattan_accuracy_threshold
value: 3491.29638671875
verified: no, type: manhattan_ap
value: 95.7485189884476
verified: no, type: manhattan_f1
value: 90.464048954615
verified: no, type: manhattan_f1_threshold
value: 3491.29638671875
verified: no, type: manhattan_precision
value: 92.2996878251821
verified: no, type: manhattan_recall
value: 88.7
verified: no, type: max_ap
value: 95.7485189884476
verified: no, type: max_f1
value: 90.464048954615
verified: no, type: max_precision
value: 92.2996878251821
verified: no, type: max_recall
value: 90.60000000000001
verified: no, type: similarity_accuracy
value: 99.8039603960396
verified: no, type: similarity_accuracy_threshold
value: 84.54211950302124
verified: no, type: similarity_ap
value: 95.59056372734358
verified: no, type: similarity_f1
value: 90.1394422310757
verified: no, type: similarity_f1_threshold
value: 84.54211950302124
verified: no, type: similarity_precision
value: 89.78174603174604
verified: no, type: similarity_recall
value: 90.5
verified: no
task: type: PairClassification, dataset: config: default
name: MTEB StackExchangeClustering
revision: 6cbc1f7b2bc0622f2e39d2c77fa502909748c259
split: test
type: mteb/stackexchange-clustering
metrics: type: main_score
value: 78.49205191950675
verified: no, type: v_measure
value: 78.49205191950675
verified: no, type: v_measure_std
value: 2.84869550699959
verified: no
task: type: Clustering, dataset: config: default
name: MTEB StackExchangeClusteringP2P
revision: 815ca46b2622cec33ccafc3735d572c266efdb44
split: test
type: mteb/stackexchange-clustering-p2p
metrics: type: main_score
value: 48.90421736513028
verified: no, type: v_measure
value: 48.90421736513028
verified: no, type: v_measure_std
value: 1.6875865714471023
verified: no
task: type: Clustering, dataset: config: default
name: MTEB StackOverflowDupQuestions
revision: e185fbe320c72810689fc5848eb6114e1ef5ec69
split: test
type: mteb/stackoverflowdupquestions-reranking
metrics: type: main_score
value: 52.9874730481696
verified: no, type: map
value: 52.9874730481696
verified: no, type: mrr
value: 53.85867604617604
verified: no, type: nAUC_map_diff1
value: 39.633429293407616
verified: no, type: nAUC_map_max
value: 10.236807988858546
verified: no, type: nAUC_map_std
value: 10.276522217929674
verified: no, type: nAUC_mrr_diff1
value: 40.0543079218377
verified: no, type: nAUC_mrr_max
value: 10.96209807382042
verified: no, type: nAUC_mrr_std
value: 10.524400196109918
verified: no
task: type: Reranking, dataset: config: default
name: MTEB SummEval
revision: cda12ad7615edc362dbf25a00fdd61d3b1eaf93c
split: test
type: mteb/summeval
metrics: type: cosine_pearson
value: 30.727801109114232
verified: no, type: cosine_spearman
value: 31.66058223980157
verified: no, type: dot_pearson
value: 30.78818248622866
verified: no, type: dot_spearman
value: 31.525158776890265
verified: no, type: main_score
value: 31.66058223980157
verified: no, type: pearson
value: 30.727801109114232
verified: no, type: spearman
value: 31.66058223980157
verified: no
task: type: Summarization, dataset: config: default
name: MTEB TRECCOVID
revision: bb9466bac8153a0349341eb1b22e06409e78ef4e
split: test
type: mteb/trec-covid
metrics: type: main_score
value: 85.206
verified: no, type: map_at_1
value: 0.246
verified: no, type: map_at_10
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verified: no, type: precision_at_1
value: 40.816
verified: no, type: precision_at_10
value: 27.143
verified: no, type: precision_at_100
value: 8.449
verified: no, type: precision_at_1000
value: 1.6179999999999999
verified: no, type: precision_at_20
value: 19.387999999999998
verified: no, type: precision_at_3
value: 35.374
verified: no, type: precision_at_5
value: 31.019999999999996
verified: no, type: recall_at_1
value: 2.9739999999999998
verified: no, type: recall_at_10
value: 19.39
verified: no, type: recall_at_100
value: 51.636
verified: no, type: recall_at_1000
value: 86.99900000000001
verified: no, type: recall_at_20
value: 26.478
verified: no, type: recall_at_3
value: 7.703
verified: no, type: recall_at_5
value: 11.42
verified: no
task: type: Retrieval, dataset: config: default
name: MTEB ToxicConversationsClassification
revision: edfaf9da55d3dd50d43143d90c1ac476895ae6de
split: test
type: mteb/toxic_conversations_50k
metrics: type: accuracy
value: 86.9384765625
verified: no, type: ap
value: 31.737513704141552
verified: no, type: ap_weighted
value: 31.737513704141552
verified: no, type: f1
value: 71.5490757306975
verified: no, type: f1_weighted
value: 89.14632533489856
verified: no, type: main_score
value: 86.9384765625
verified: no
task: type: Classification, dataset: config: default
name: MTEB TweetSentimentExtractionClassification
revision: d604517c81ca91fe16a244d1248fc021f9ecee7a
split: test
type: mteb/tweet_sentiment_extraction
metrics: type: accuracy
value: 73.57668364459535
verified: no, type: f1
value: 73.90467103648074
verified: no, type: f1_weighted
value: 73.42158415034704
verified: no, type: main_score
value: 73.57668364459535
verified: no
task: type: Classification, dataset: config: default
name: MTEB TwentyNewsgroupsClustering
revision: 6125ec4e24fa026cec8a478383ee943acfbd5449
split: test
type: mteb/twentynewsgroups-clustering
metrics: type: main_score
value: 58.574148097494685
verified: no, type: v_measure
value: 58.574148097494685
verified: no, type: v_measure_std
value: 0.9443161637490822
verified: no
task: type: Clustering, dataset: config: default
name: MTEB TwitterSemEval2015
revision: 70970daeab8776df92f5ea462b6173c0b46fd2d1
split: test
type: mteb/twittersemeval2015-pairclassification
metrics: type: cosine_accuracy
value: 88.1385229778864
verified: no, type: cosine_accuracy_threshold
value: 83.86307954788208
verified: no, type: cosine_ap
value: 80.17965893449055
verified: no, type: cosine_f1
value: 73.0614300100705
verified: no, type: cosine_f1_threshold
value: 80.7942807674408
verified: no, type: cosine_precision
value: 69.8603755416466
verified: no, type: cosine_recall
value: 76.56992084432717
verified: no, type: dot_accuracy
value: 88.2100494724921
verified: no, type: dot_accuracy_threshold
value: 83.84793996810913
verified: no, type: dot_ap
value: 80.18603932881858
verified: no, type: dot_f1
value: 73.07643714466204
verified: no, type: dot_f1_threshold
value: 80.87586164474487
verified: no, type: dot_precision
value: 70.10909090909091
verified: no, type: dot_recall
value: 76.3060686015831
verified: no, type: euclidean_accuracy
value: 88.1385229778864
verified: no, type: euclidean_accuracy_threshold
value: 56.77661895751953
verified: no, type: euclidean_ap
value: 80.1784070881624
verified: no, type: euclidean_f1
value: 73.04830369529574
verified: no, type: euclidean_f1_threshold
value: 61.91838979721069
verified: no, type: euclidean_precision
value: 69.96859144720948
verified: no, type: euclidean_recall
value: 76.41160949868075
verified: no, type: main_score
value: 80.18603932881858
verified: no, type: manhattan_accuracy
value: 88.0431543184121
verified: no, type: manhattan_accuracy_threshold
value: 3755.6137084960938
verified: no, type: manhattan_ap
value: 79.98270453664578
verified: no, type: manhattan_f1
value: 72.68242015061023
verified: no, type: manhattan_f1_threshold
value: 3892.494583129883
verified: no, type: manhattan_precision
value: 71.54907975460122
verified: no, type: manhattan_recall
value: 73.85224274406332
verified: no, type: max_ap
value: 80.18603932881858
verified: no, type: max_f1
value: 73.07643714466204
verified: no, type: max_precision
value: 71.54907975460122
verified: no, type: max_recall
value: 76.56992084432717
verified: no, type: similarity_accuracy
value: 88.1385229778864
verified: no, type: similarity_accuracy_threshold
value: 83.86307954788208
verified: no, type: similarity_ap
value: 80.17965893449055
verified: no, type: similarity_f1
value: 73.0614300100705
verified: no, type: similarity_f1_threshold
value: 80.7942807674408
verified: no, type: similarity_precision
value: 69.8603755416466
verified: no, type: similarity_recall
value: 76.56992084432717
verified: no
task: type: PairClassification, dataset: config: default
name: MTEB TwitterURLCorpus
revision: 8b6510b0b1fa4e4c4f879467980e9be563ec1cdf
split: test
type: mteb/twitterurlcorpus-pairclassification
metrics: type: cosine_accuracy
value: 89.7892653393876
verified: no, type: cosine_accuracy_threshold
value: 79.69566583633423
verified: no, type: cosine_ap
value: 87.4579867302024
verified: no, type: cosine_f1
value: 79.91620843152658
verified: no, type: cosine_f1_threshold
value: 78.53609323501587
verified: no, type: cosine_precision
value: 77.7155329210622
verified: no, type: cosine_recall
value: 82.24514936864799
verified: no, type: dot_accuracy
value: 89.78732487289945
verified: no, type: dot_accuracy_threshold
value: 80.05315661430359
verified: no, type: dot_ap
value: 87.44916182456272
verified: no, type: dot_f1
value: 79.90419878751591
verified: no, type: dot_f1_threshold
value: 78.57890725135803
verified: no, type: dot_precision
value: 77.73409057812728
verified: no, type: dot_recall
value: 82.19895287958116
verified: no, type: euclidean_accuracy
value: 89.78538440641131
verified: no, type: euclidean_accuracy_threshold
value: 62.29925751686096
verified: no, type: euclidean_ap
value: 87.45904868911386
verified: no, type: euclidean_f1
value: 79.93127404474657
verified: no, type: euclidean_f1_threshold
value: 65.61101078987122
verified: no, type: euclidean_precision
value: 77.62060210373595
verified: no, type: euclidean_recall
value: 82.38373883584848
verified: no, type: main_score
value: 87.46554314325058
verified: no, type: manhattan_accuracy
value: 89.76597974152986
verified: no, type: manhattan_accuracy_threshold
value: 3988.5299682617188
verified: no, type: manhattan_ap
value: 87.46554314325058
verified: no, type: manhattan_f1
value: 79.97181740645973
verified: no, type: manhattan_f1_threshold
value: 4235.905838012695
verified: no, type: manhattan_precision
value: 77.13713427283783
verified: no, type: manhattan_recall
value: 83.02279026793964
verified: no, type: max_ap
value: 87.46554314325058
verified: no, type: max_f1
value: 79.97181740645973
verified: no, type: max_precision
value: 77.73409057812728
verified: no, type: max_recall
value: 83.02279026793964
verified: no, type: similarity_accuracy
value: 89.7892653393876
verified: no, type: similarity_accuracy_threshold
value: 79.69566583633423
verified: no, type: similarity_ap
value: 87.4579867302024
verified: no, type: similarity_f1
value: 79.91620843152658
verified: no, type: similarity_f1_threshold
value: 78.53609323501587
verified: no, type: similarity_precision
value: 77.7155329210622
verified: no, type: similarity_recall
value: 82.24514936864799
verified: no
task: type: PairClassification
tags: mteb, sentence-transformers, transformers, sentence-similarity
license: mit
Likes: 229 | All-time downloads: 13340338
Created: 2024-07-12 15:52:33