Model: bennegeek/stella_en_1.5B_v5
Author: bennegeek
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, pytorch, safetensors, qwen2, text-generation, mteb, transformers, sentence-similarity, custom_code, arxiv:2205.13147, license:mit, model-index, text-generation-inference, text-embeddings-inference, endpoints_compatible, region:us
Card metadata: model-index: name: stella_en_1.5B_v5
results: dataset: config: en
name: MTEB AmazonCounterfactualClassification (en)
revision: e8379541af4e31359cca9fbcf4b00f2671dba205
split: test
type: mteb/amazon_counterfactual
metrics: type: accuracy
value: 92.86567164179104
verified: no, type: ap
value: 72.13503907102613
verified: no, type: ap_weighted
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verified: no, type: f1
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verified: no, type: f1_weighted
value: 93.13621183004571
verified: no, type: main_score
value: 92.86567164179104
verified: no
task: type: Classification, dataset: config: default
name: MTEB AmazonPolarityClassification
revision: e2d317d38cd51312af73b3d32a06d1a08b442046
split: test
type: mteb/amazon_polarity
metrics: type: accuracy
value: 97.16485
verified: no, type: ap
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verified: no, type: ap_weighted
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verified: no, type: f1
value: 97.16351087403213
verified: no, type: f1_weighted
value: 97.16351087403213
verified: no, type: main_score
value: 97.16485
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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value: 59.0264615883114
verified: no, type: f1_weighted
value: 59.0264615883114
verified: no, type: main_score
value: 59.358
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
value: 55.437138353189994
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: 50.65858459544658
verified: no, type: v_measure_std
value: 14.887033747525146
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: cosine_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 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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verified: no
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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task: type: Clustering, dataset: config: default
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: recall_at_1
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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
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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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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revision: 35191c8c0dca72d8ff3efcd72aa802307d469663
split: test
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task: type: Clustering, dataset: config: default
name: MTEB MindSmallReranking
revision: 59042f120c80e8afa9cdbb224f67076cec0fc9a7
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type: mteb/mind_small
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task: type: Reranking, dataset: config: default
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revision: ec0fa4fe99da2ff19ca1214b7966684033a58814
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type: mteb/nfcorpus
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verified: no, type: ndcg_at_1
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verified: no, type: ndcg_at_10
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verified: no, type: ndcg_at_100
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verified: no, type: ndcg_at_1000
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verified: no, type: ndcg_at_5
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verified: no, type: precision_at_1000
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verified: no, type: recall_at_1000
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verified: no, type: recall_at_5
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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: mrr_at_1
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verified: no, type: ndcg_at_1
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verified: no, type: ndcg_at_10
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verified: no, type: ndcg_at_100
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verified: no, type: ndcg_at_1000
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verified: no, type: ndcg_at_20
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verified: no, type: ndcg_at_3
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verified: no, type: ndcg_at_5
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verified: no, type: precision_at_1
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verified: no, type: precision_at_100
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verified: no, type: precision_at_5
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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: cosine_spearman
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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: 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: 88.3660081271444
verified: no, type: cosine_spearman
value: 89.39375083609528
verified: no, type: euclidean_pearson
value: 89.21818482894895
verified: no, type: euclidean_spearman
value: 89.39361588875443
verified: no, type: main_score
value: 89.39375083609528
verified: no, type: manhattan_pearson
value: 89.53535068014057
verified: no, type: manhattan_spearman
value: 89.81077130567752
verified: no, type: pearson
value: 88.3660081271444
verified: no, type: spearman
value: 89.39375083609528
verified: no
task: type: STS, dataset: config: default
name: MTEB STS16
revision: 4d8694f8f0e0100860b497b999b3dbed754a0513
split: test
type: mteb/sts16-sts
metrics: type: cosine_pearson
value: 85.60708247171874
verified: no, type: cosine_spearman
value: 87.15234952832193
verified: no, type: euclidean_pearson
value: 86.21743555548137
verified: no, type: euclidean_spearman
value: 87.14450217418016
verified: no, type: main_score
value: 87.15234952832193
verified: no, type: manhattan_pearson
value: 86.2467748746084
verified: no, type: manhattan_spearman
value: 87.2197479717654
verified: no, type: pearson
value: 85.60708247171874
verified: no, type: spearman
value: 87.15234952832193
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: 91.25898556808458
verified: no, type: cosine_spearman
value: 91.35372390581641
verified: no, type: euclidean_pearson
value: 91.319520321348
verified: no, type: euclidean_spearman
value: 91.30821135416925
verified: no, type: main_score
value: 91.35372390581641
verified: no, type: manhattan_pearson
value: 91.14800959939069
verified: no, type: manhattan_spearman
value: 91.09775424245629
verified: no, type: pearson
value: 91.25898556808458
verified: no, type: spearman
value: 91.35372390581641
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: 67.61637111515797
verified: no, type: cosine_spearman
value: 68.10379096526697
verified: no, type: euclidean_pearson
value: 69.2652309491375
verified: no, type: euclidean_spearman
value: 68.18436357033228
verified: no, type: main_score
value: 68.10379096526697
verified: no, type: manhattan_pearson
value: 69.52531340510775
verified: no, type: manhattan_spearman
value: 68.17874790391862
verified: no, type: pearson
value: 67.61637111515797
verified: no, type: spearman
value: 68.10379096526697
verified: no
task: type: STS, dataset: config: default
name: MTEB STSBenchmark
revision: b0fddb56ed78048fa8b90373c8a3cfc37b684831
split: test
type: mteb/stsbenchmark-sts
metrics: type: cosine_pearson
value: 87.81592853782297
verified: no, type: cosine_spearman
value: 88.2302550329183
verified: no, type: euclidean_pearson
value: 88.01165144519526
verified: no, type: euclidean_spearman
value: 88.23342148890097
verified: no, type: main_score
value: 88.2302550329183
verified: no, type: manhattan_pearson
value: 88.148592564938
verified: no, type: manhattan_spearman
value: 88.49226317320988
verified: no, type: pearson
value: 87.81592853782297
verified: no, type: spearman
value: 88.2302550329183
verified: no
task: type: STS, dataset: config: default
name: MTEB SciDocsRR
revision: d3c5e1fc0b855ab6097bf1cda04dd73947d7caab
split: test
type: mteb/scidocs-reranking
metrics: type: main_score
value: 89.196009707431
verified: no, type: map
value: 89.196009707431
verified: no, type: mrr
value: 97.07198121413808
verified: no, type: nAUC_map_diff1
value: -14.066667940115352
verified: no, type: nAUC_map_max
value: 49.73702475027407
verified: no, type: nAUC_map_std
value: 64.0986775782592
verified: no, type: nAUC_mrr_diff1
value: 21.96846389417319
verified: no, type: nAUC_mrr_max
value: 86.38341077184032
verified: no, type: nAUC_mrr_std
value: 75.38945014727746
verified: no
task: type: Reranking, dataset: config: default
name: MTEB SciFact
revision: 0228b52cf27578f30900b9e5271d331663a030d7
split: test
type: mteb/scifact
metrics: type: main_score
value: 80.08999999999999
verified: no, type: map_at_1
value: 63.161
verified: no, type: map_at_10
value: 75.163
verified: no, type: map_at_100
value: 75.408
verified: no, type: map_at_1000
value: 75.409
verified: no, type: map_at_20
value: 75.332
verified: no, type: map_at_3
value: 71.839
verified: no, type: map_at_5
value: 74.32600000000001
verified: no, type: mrr_at_1
value: 66.33333333333333
verified: no, type: mrr_at_10
value: 75.95978835978836
verified: no, type: mrr_at_100
value: 76.15647881281473
verified: no, type: mrr_at_1000
value: 76.15736533763744
verified: no, type: mrr_at_20
value: 76.08557368557368
verified: no, type: mrr_at_3
value: 73.55555555555556
verified: no, type: mrr_at_5
value: 75.4888888888889
verified: no, type: nauc_map_at_1000_diff1
value: 77.31229383811176
verified: no, type: nauc_map_at_1000_max
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verified: no, type: nauc_map_at_1000_std
value: -14.290090263454985
verified: no, type: nauc_map_at_100_diff1
value: 77.31325400213969
verified: no, type: nauc_map_at_100_max
value: 58.848885054155275
verified: no, type: nauc_map_at_100_std
value: -14.285806618869273
verified: no, type: nauc_map_at_10_diff1
value: 77.1806705504232
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value: 59.02905805134415
verified: no, type: nauc_map_at_10_std
value: -14.132954900037467
verified: no, type: nauc_map_at_1_diff1
value: 81.03932970557837
verified: no, type: nauc_map_at_1_max
value: 49.02073230264529
verified: no, type: nauc_map_at_1_std
value: -22.977452975845512
verified: no, type: nauc_map_at_20_diff1
value: 77.22581364818562
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value: 58.90740400399768
verified: no, type: nauc_map_at_20_std
value: -14.245079150986745
verified: no, type: nauc_map_at_3_diff1
value: 76.99793243255563
verified: no, type: nauc_map_at_3_max
value: 54.9930733886623
verified: no, type: nauc_map_at_3_std
value: -19.297708446082407
verified: no, type: nauc_map_at_5_diff1
value: 77.1671608360295
verified: no, type: nauc_map_at_5_max
value: 57.27757489519526
verified: no, type: nauc_map_at_5_std
value: -15.446338357667708
verified: no, type: nauc_mrr_at_1000_diff1
value: 77.4806080821202
verified: no, type: nauc_mrr_at_1000_max
value: 60.9213776129792
verified: no, type: nauc_mrr_at_1000_std
value: -12.139599632228343
verified: no, type: nauc_mrr_at_100_diff1
value: 77.48158073865281
verified: no, type: nauc_mrr_at_100_max
value: 60.9218657185361
verified: no, type: nauc_mrr_at_100_std
value: -12.13532070453677
verified: no, type: nauc_mrr_at_10_diff1
value: 77.32428546014407
verified: no, type: nauc_mrr_at_10_max
value: 61.018407010343466
verified: no, type: nauc_mrr_at_10_std
value: -12.143193773309347
verified: no, type: nauc_mrr_at_1_diff1
value: 80.99806778887115
verified: no, type: nauc_mrr_at_1_max
value: 59.17855969530095
verified: no, type: nauc_mrr_at_1_std
value: -12.30545640831458
verified: no, type: nauc_mrr_at_20_diff1
value: 77.3811067653992
verified: no, type: nauc_mrr_at_20_max
value: 60.9648880366335
verified: no, type: nauc_mrr_at_20_std
value: -12.124066076541853
verified: no, type: nauc_mrr_at_3_diff1
value: 77.31304316321959
verified: no, type: nauc_mrr_at_3_max
value: 60.75536766404163
verified: no, type: nauc_mrr_at_3_std
value: -12.997876030849623
verified: no, type: nauc_mrr_at_5_diff1
value: 77.12952864141742
verified: no, type: nauc_mrr_at_5_max
value: 60.995943754968685
verified: no, type: nauc_mrr_at_5_std
value: -11.353447465605694
verified: no, type: nauc_ndcg_at_1000_diff1
value: 76.81788665683746
verified: no, type: nauc_ndcg_at_1000_max
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verified: no, type: nauc_ndcg_at_1000_std
value: -12.884942372460362
verified: no, type: nauc_ndcg_at_100_diff1
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verified: no, type: nauc_ndcg_at_100_max
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verified: no, type: nauc_ndcg_at_10_diff1
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value: -12.144227584144218
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verified: no, type: nauc_ndcg_at_1_std
value: -12.30545640831458
verified: no, type: nauc_ndcg_at_20_diff1
value: 76.09913944506627
verified: no, type: nauc_ndcg_at_20_max
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verified: no, type: nauc_ndcg_at_20_std
value: -12.456209267623857
verified: no, type: nauc_ndcg_at_3_diff1
value: 75.52717946614608
verified: no, type: nauc_ndcg_at_3_max
value: 58.96433090721983
verified: no, type: nauc_ndcg_at_3_std
value: -15.849280494339556
verified: no, type: nauc_ndcg_at_5_diff1
value: 75.69026981016921
verified: no, type: nauc_ndcg_at_5_max
value: 58.924044405851326
verified: no, type: nauc_ndcg_at_5_std
value: -13.182728827923107
verified: no, type: nauc_precision_at_1000_diff1
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verified: no, type: nauc_precision_at_1000_max
value: 31.46271490784504
verified: no, type: nauc_precision_at_1000_std
value: 60.44801276891442
verified: no, type: nauc_precision_at_100_diff1
value: -29.722363469948103
verified: no, type: nauc_precision_at_100_max
value: 32.05464592020074
verified: no, type: nauc_precision_at_100_std
value: 60.832570595613554
verified: no, type: nauc_precision_at_10_diff1
value: -11.91731376599939
verified: no, type: nauc_precision_at_10_max
value: 45.43646553157129
verified: no, type: nauc_precision_at_10_std
value: 52.962408871791276
verified: no, type: nauc_precision_at_1_diff1
value: 80.99806778887115
verified: no, type: nauc_precision_at_1_max
value: 59.17855969530095
verified: no, type: nauc_precision_at_1_std
value: -12.30545640831458
verified: no, type: nauc_precision_at_20_diff1
value: -18.43293701721667
verified: no, type: nauc_precision_at_20_max
value: 39.53434874203934
verified: no, type: nauc_precision_at_20_std
value: 53.6291982468461
verified: no, type: nauc_precision_at_3_diff1
value: 30.84789043003892
verified: no, type: nauc_precision_at_3_max
value: 55.660727758110376
verified: no, type: nauc_precision_at_3_std
value: 17.87243920840355
verified: no, type: nauc_precision_at_5_diff1
value: 4.099395181445625
verified: no, type: nauc_precision_at_5_max
value: 50.346770968709386
verified: no, type: nauc_precision_at_5_std
value: 44.66722483255029
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: 100
verified: no, type: nauc_recall_at_100_max
value: 72.2222222222207
verified: no, type: nauc_recall_at_100_std
value: 86.92810457516407
verified: no, type: nauc_recall_at_10_diff1
value: 62.18887555022005
verified: no, type: nauc_recall_at_10_max
value: 75.14339068960916
verified: no, type: nauc_recall_at_10_std
value: -1.4912631719357108
verified: no, type: nauc_recall_at_1_diff1
value: 81.03932970557837
verified: no, type: nauc_recall_at_1_max
value: 49.02073230264529
verified: no, type: nauc_recall_at_1_std
value: -22.977452975845512
verified: no, type: nauc_recall_at_20_diff1
value: 59.27414444038499
verified: no, type: nauc_recall_at_20_max
value: 76.32241302318047
verified: no, type: nauc_recall_at_20_std
value: -0.8322169447488666
verified: no, type: nauc_recall_at_3_diff1
value: 69.58783002593157
verified: no, type: nauc_recall_at_3_max
value: 55.89660919896563
verified: no, type: nauc_recall_at_3_std
value: -21.183005510917862
verified: no, type: nauc_recall_at_5_diff1
value: 65.53660499878802
verified: no, type: nauc_recall_at_5_max
value: 58.218018535135805
verified: no, type: nauc_recall_at_5_std
value: -8.328952210032455
verified: no, type: ndcg_at_1
value: 66.333
verified: no, type: ndcg_at_10
value: 80.08999999999999
verified: no, type: ndcg_at_100
value: 81.24900000000001
verified: no, type: ndcg_at_1000
value: 81.28800000000001
verified: no, type: ndcg_at_20
value: 80.625
verified: no, type: ndcg_at_3
value: 74.98700000000001
verified: no, type: ndcg_at_5
value: 78.553
verified: no, type: precision_at_1
value: 66.333
verified: no, type: precision_at_10
value: 10.667
verified: no, type: precision_at_100
value: 1.127
verified: no, type: precision_at_1000
value: 0.11299999999999999
verified: no, type: precision_at_20
value: 5.45
verified: no, type: precision_at_3
value: 29.555999999999997
verified: no, type: precision_at_5
value: 20.133000000000003
verified: no, type: recall_at_1
value: 63.161
verified: no, type: recall_at_10
value: 94.167
verified: no, type: recall_at_100
value: 99.667
verified: no, type: recall_at_1000
value: 100
verified: no, type: recall_at_20
value: 96.167
verified: no, type: recall_at_3
value: 80.972
verified: no, type: recall_at_5
value: 89.90599999999999
verified: no
task: type: Retrieval, dataset: config: default
name: MTEB SprintDuplicateQuestions
revision: d66bd1f72af766a5cc4b0ca5e00c162f89e8cc46
split: test
type: mteb/sprintduplicatequestions-pairclassification
metrics: type: cosine_accuracy
value: 99.81881188118813
verified: no, type: cosine_accuracy_threshold
value: 85.55081486701965
verified: no, type: cosine_ap
value: 96.0359661816236
verified: no, type: cosine_f1
value: 90.6584992343032
verified: no, type: cosine_f1_threshold
value: 84.82859134674072
verified: no, type: cosine_precision
value: 92.59645464025026
verified: no, type: cosine_recall
value: 88.8
verified: no, type: dot_accuracy
value: 99.81881188118813
verified: no, type: dot_accuracy_threshold
value: 84.91908311843872
verified: no, type: dot_ap
value: 96.05740121094365
verified: no, type: dot_f1
value: 90.81885856079404
verified: no, type: dot_f1_threshold
value: 83.84919166564941
verified: no, type: dot_precision
value: 90.14778325123153
verified: no, type: dot_recall
value: 91.5
verified: no, type: euclidean_accuracy
value: 99.82079207920792
verified: no, type: euclidean_accuracy_threshold
value: 54.49706315994263
verified: no, type: euclidean_ap
value: 96.03223527068818
verified: no, type: euclidean_f1
value: 90.72270630445925
verified: no, type: euclidean_f1_threshold
value: 54.49706315994263
verified: no, type: euclidean_precision
value: 93.05993690851734
verified: no, type: euclidean_recall
value: 88.5
verified: no, type: main_score
value: 96.32671902439806
verified: no, type: manhattan_accuracy
value: 99.83267326732673
verified: no, type: manhattan_accuracy_threshold
value: 3818.192672729492
verified: no, type: manhattan_ap
value: 96.32671902439806
verified: no, type: manhattan_f1
value: 91.52032112393378
verified: no, type: manhattan_f1_threshold
value: 3818.192672729492
verified: no, type: manhattan_precision
value: 91.8429003021148
verified: no, type: manhattan_recall
value: 91.2
verified: no, type: max_ap
value: 96.32671902439806
verified: no, type: max_f1
value: 91.52032112393378
verified: no, type: max_precision
value: 93.05993690851734
verified: no, type: max_recall
value: 91.5
verified: no, type: similarity_accuracy
value: 99.81881188118813
verified: no, type: similarity_accuracy_threshold
value: 85.55081486701965
verified: no, type: similarity_ap
value: 96.0359661816236
verified: no, type: similarity_f1
value: 90.6584992343032
verified: no, type: similarity_f1_threshold
value: 84.82859134674072
verified: no, type: similarity_precision
value: 92.59645464025026
verified: no, type: similarity_recall
value: 88.8
verified: no
task: type: PairClassification, dataset: config: default
name: MTEB StackExchangeClustering
revision: 6cbc1f7b2bc0622f2e39d2c77fa502909748c259
split: test
type: mteb/stackexchange-clustering
metrics: type: main_score
value: 80.28558559137414
verified: no, type: v_measure
value: 80.28558559137414
verified: no, type: v_measure_std
value: 2.795276520287584
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: 49.57135582416209
verified: no, type: v_measure
value: 49.57135582416209
verified: no, type: v_measure_std
value: 1.6414135468423754
verified: no
task: type: Clustering, dataset: config: default
name: MTEB StackOverflowDupQuestions
revision: e185fbe320c72810689fc5848eb6114e1ef5ec69
split: test
type: mteb/stackoverflowdupquestions-reranking
metrics: type: main_score
value: 55.253002583598644
verified: no, type: map
value: 55.253002583598644
verified: no, type: mrr
value: 56.24172396231219
verified: no, type: nAUC_map_diff1
value: 40.00053248203427
verified: no, type: nAUC_map_max
value: 10.05441740585869
verified: no, type: nAUC_map_std
value: 8.227169286387552
verified: no, type: nAUC_mrr_diff1
value: 40.250446264233744
verified: no, type: nAUC_mrr_max
value: 10.586310195339053
verified: no, type: nAUC_mrr_std
value: 8.47326494370076
verified: no
task: type: Reranking, dataset: config: default
name: MTEB SummEval
revision: cda12ad7615edc362dbf25a00fdd61d3b1eaf93c
split: test
type: mteb/summeval
metrics: type: cosine_pearson
value: 31.19874648747059
verified: no, type: cosine_spearman
value: 31.493550648844863
verified: no, type: dot_pearson
value: 31.157847680289407
verified: no, type: dot_spearman
value: 31.575299712180538
verified: no, type: main_score
value: 31.493550648844863
verified: no, type: pearson
value: 31.19874648747059
verified: no, type: spearman
value: 31.493550648844863
verified: no
task: type: Summarization, dataset: config: default
name: MTEB TRECCOVID
revision: bb9466bac8153a0349341eb1b22e06409e78ef4e
split: test
type: mteb/trec-covid
metrics: type: main_score
value: 85.983
verified: no, type: map_at_1
value: 0.247
verified: no, type: map_at_10
value: 2.177
verified: no, type: map_at_100
value: 14.804
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verified: no, type: precision_at_20
value: 19.082
verified: no, type: precision_at_3
value: 34.014
verified: no, type: precision_at_5
value: 31.019999999999996
verified: no, type: recall_at_1
value: 3.064
verified: no, type: recall_at_10
value: 17.849999999999998
verified: no, type: recall_at_100
value: 53.217999999999996
verified: no, type: recall_at_1000
value: 87.095
verified: no, type: recall_at_20
value: 26.111
verified: no, type: recall_at_3
value: 7.383000000000001
verified: no, type: recall_at_5
value: 11.434
verified: no
task: type: Retrieval, dataset: config: default
name: MTEB ToxicConversationsClassification
revision: edfaf9da55d3dd50d43143d90c1ac476895ae6de
split: test
type: mteb/toxic_conversations_50k
metrics: type: accuracy
value: 88.759765625
verified: no, type: ap
value: 36.49152357863017
verified: no, type: ap_weighted
value: 36.49152357863017
verified: no, type: f1
value: 74.4692714448641
verified: no, type: f1_weighted
value: 90.54372649306606
verified: no, type: main_score
value: 88.759765625
verified: no
task: type: Classification, dataset: config: default
name: MTEB TweetSentimentExtractionClassification
revision: d604517c81ca91fe16a244d1248fc021f9ecee7a
split: test
type: mteb/tweet_sentiment_extraction
metrics: type: accuracy
value: 74.8443689869836
verified: no, type: f1
value: 75.1139662898148
verified: no, type: f1_weighted
value: 74.7369003946243
verified: no, type: main_score
value: 74.8443689869836
verified: no
task: type: Classification, dataset: config: default
name: MTEB TwentyNewsgroupsClustering
revision: 6125ec4e24fa026cec8a478383ee943acfbd5449
split: test
type: mteb/twentynewsgroups-clustering
metrics: type: main_score
value: 61.42918790942448
verified: no, type: v_measure
value: 61.42918790942448
verified: no, type: v_measure_std
value: 1.0156550098843082
verified: no
task: type: Clustering, dataset: config: default
name: MTEB TwitterSemEval2015
revision: 70970daeab8776df92f5ea462b6173c0b46fd2d1
split: test
type: mteb/twittersemeval2015-pairclassification
metrics: type: cosine_accuracy
value: 88.22197055492639
verified: no, type: cosine_accuracy_threshold
value: 83.30042362213135
verified: no, type: cosine_ap
value: 80.57754959194938
verified: no, type: cosine_f1
value: 73.70579190158894
verified: no, type: cosine_f1_threshold
value: 81.04978799819946
verified: no, type: cosine_precision
value: 71.64922770303936
verified: no, type: cosine_recall
value: 75.8839050131926
verified: no, type: dot_accuracy
value: 88.23985217857782
verified: no, type: dot_accuracy_threshold
value: 83.31039547920227
verified: no, type: dot_ap
value: 80.57533213448181
verified: no, type: dot_f1
value: 73.61309601143302
verified: no, type: dot_f1_threshold
value: 81.33968114852905
verified: no, type: dot_precision
value: 72.51087791144101
verified: no, type: dot_recall
value: 74.74934036939314
verified: no, type: euclidean_accuracy
value: 88.22197055492639
verified: no, type: euclidean_accuracy_threshold
value: 58.290231227874756
verified: no, type: euclidean_ap
value: 80.57982723880139
verified: no, type: euclidean_f1
value: 73.63426519620417
verified: no, type: euclidean_f1_threshold
value: 61.55576705932617
verified: no, type: euclidean_precision
value: 71.63173652694611
verified: no, type: euclidean_recall
value: 75.75197889182058
verified: no, type: main_score
value: 80.57982723880139
verified: no, type: manhattan_accuracy
value: 88.14448351910353
verified: no, type: manhattan_accuracy_threshold
value: 3907.2471618652344
verified: no, type: manhattan_ap
value: 80.3538079655539
verified: no, type: manhattan_f1
value: 73.40466675261054
verified: no, type: manhattan_f1_threshold
value: 4103.794097900391
verified: no, type: manhattan_precision
value: 71.76707839677337
verified: no, type: manhattan_recall
value: 75.11873350923483
verified: no, type: max_ap
value: 80.57982723880139
verified: no, type: max_f1
value: 73.70579190158894
verified: no, type: max_precision
value: 72.51087791144101
verified: no, type: max_recall
value: 75.8839050131926
verified: no, type: similarity_accuracy
value: 88.22197055492639
verified: no, type: similarity_accuracy_threshold
value: 83.30042362213135
verified: no, type: similarity_ap
value: 80.57754959194938
verified: no, type: similarity_f1
value: 73.70579190158894
verified: no, type: similarity_f1_threshold
value: 81.04978799819946
verified: no, type: similarity_precision
value: 71.64922770303936
verified: no, type: similarity_recall
value: 75.8839050131926
verified: no
task: type: PairClassification, dataset: config: default
name: MTEB TwitterURLCorpus
revision: 8b6510b0b1fa4e4c4f879467980e9be563ec1cdf
split: test
type: mteb/twitterurlcorpus-pairclassification
metrics: type: cosine_accuracy
value: 89.88628866379477
verified: no, type: cosine_accuracy_threshold
value: 80.8050274848938
verified: no, type: cosine_ap
value: 87.57594591596816
verified: no, type: cosine_f1
value: 80.0812257707218
verified: no, type: cosine_f1_threshold
value: 77.990061044693
verified: no, type: cosine_precision
value: 76.93126197063205
verified: no, type: cosine_recall
value: 83.50015398829689
verified: no, type: dot_accuracy
value: 89.87852679784221
verified: no, type: dot_accuracy_threshold
value: 80.84419965744019
verified: no, type: dot_ap
value: 87.56136742222151
verified: no, type: dot_f1
value: 80.05898617511521
verified: no, type: dot_f1_threshold
value: 77.92385816574097
verified: no, type: dot_precision
value: 76.80554573106035
verified: no, type: dot_recall
value: 83.60024638127503
verified: no, type: euclidean_accuracy
value: 89.86882446540149
verified: no, type: euclidean_accuracy_threshold
value: 62.08193898200989
verified: no, type: euclidean_ap
value: 87.57517549192228
verified: no, type: euclidean_f1
value: 80.05286925872892
verified: no, type: euclidean_f1_threshold
value: 66.65036082267761
verified: no, type: euclidean_precision
value: 76.51063232507545
verified: no, type: euclidean_recall
value: 83.93902063443178
verified: no, type: main_score
value: 87.64162614197194
verified: no, type: manhattan_accuracy
value: 89.8959909962355
verified: no, type: manhattan_accuracy_threshold
value: 4176.108169555664
verified: no, type: manhattan_ap
value: 87.64162614197194
verified: no, type: manhattan_f1
value: 80.17116279069768
verified: no, type: manhattan_f1_threshold
value: 4433.153533935547
verified: no, type: manhattan_precision
value: 77.57615035644848
verified: no, type: manhattan_recall
value: 82.94579611949491
verified: no, type: max_ap
value: 87.64162614197194
verified: no, type: max_f1
value: 80.17116279069768
verified: no, type: max_precision
value: 77.57615035644848
verified: no, type: max_recall
value: 83.93902063443178
verified: no, type: similarity_accuracy
value: 89.88628866379477
verified: no, type: similarity_accuracy_threshold
value: 80.8050274848938
verified: no, type: similarity_ap
value: 87.57594591596816
verified: no, type: similarity_f1
value: 80.0812257707218
verified: no, type: similarity_f1_threshold
value: 77.990061044693
verified: no, type: similarity_precision
value: 76.93126197063205
verified: no, type: similarity_recall
value: 83.50015398829689
verified: no
task: type: PairClassification
tags: mteb, sentence-transformers, transformers, sentence-similarity
license: mit
Likes: 0 | All-time downloads: 53
Created: 2024-10-04 22:38:02