Commit
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49f48ec
1
Parent(s):
f9e3310
Update bert-base-uncased_results.csv
Browse files- bert-base-uncased_results.csv +57 -57
bert-base-uncased_results.csv
CHANGED
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dataset,metric,value
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AmazonCounterfactualClassification,accuracy,0.7425373134328358
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AmazonPolarityClassification,accuracy,0.7132945
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AmazonReviewsClassification,accuracy,0.33564
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Banking77Classification,accuracy,0.6340584415584415
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EmotionClassification,accuracy,0.3528
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7 |
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ImdbClassification,accuracy,0.653456
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8 |
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MassiveIntentClassification,accuracy,0.5988231338264962
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9 |
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MassiveScenarioClassification,accuracy,0.6427706792199059
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10 |
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MTOPDomainClassification,accuracy,0.8262653898768809
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11 |
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MTOPIntentClassification,accuracy,0.6813725490196079
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12 |
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ToxicConversationsClassification,accuracy,0.6999679999999999
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13 |
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TweetSentimentExtractionClassification,accuracy,0.5180814940577249
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14 |
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ArxivClusteringP2P,v_measure,0.3518932830729758
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15 |
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ArxivClusteringS2S,v_measure,0.2750822951507033
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16 |
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BiorxivClusteringP2P,v_measure,0.3012278640553615
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BiorxivClusteringS2S,v_measure,0.2476601053047804
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18 |
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MedrxivClusteringP2P,v_measure,0.26087688306606044
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19 |
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MedrxivClusteringS2S,v_measure,0.23604914608225602
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20 |
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RedditClustering,v_measure,0.27241718557705
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21 |
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RedditClusteringP2P,v_measure,0.43323854460464056
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22 |
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StackExchangeClustering,v_measure,0.4358261870547655
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StackExchangeClusteringP2P,v_measure,0.2654851675795123
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24 |
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TwentyNewsgroupsClustering,v_measure,0.23354321403189832
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25 |
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SprintDuplicateQuestions,ap,0.36808703728970593
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TwitterSemEval2015,ap,0.5589788752976392
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27 |
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TwitterURLCorpus,ap,0.7628732783437441
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28 |
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AskUbuntuDupQuestions,map,0.4584088706528255
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29 |
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MindSmallReranking,map,0.28366637355845425
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30 |
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SciDocsRR,map,0.6493728987830145
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31 |
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StackOverflowDupQuestions,map,0.34615478798860166
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32 |
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ArguAna,ndcg_at_10,0.28294
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33 |
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ClimateFEVER,ndcg_at_10,0.0541
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34 |
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CQADupstackRetrieval,ndcg_at_10,0.05506583333333333
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DBPedia,ndcg_at_10,0.04132
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36 |
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FEVER,ndcg_at_10,0.033
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37 |
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FiQA2018,ndcg_at_10,0.02191
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HotpotQA,ndcg_at_10,0.0826
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39 |
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MSMARCO,ndcg_at_10,0.06176
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NFCorpus,ndcg_at_10,0.04304
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NQ,ndcg_at_10,0.02615
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QuoraRetrieval,ndcg_at_10,0.61029
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SCIDOCS,ndcg_at_10,0.02815
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SciFact,ndcg_at_10,0.13339
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Touche2020,ndcg_at_10,0.00967
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TRECCOVID,ndcg_at_10,0.14745
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BIOSSES,cosine_spearman,0.5469823428818151
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SICK-R,cosine_spearman,0.5864506948179484
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STS12,cosine_spearman,0.30871788407575457
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STS13,cosine_spearman,0.5989485045425808
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STS14,cosine_spearman,0.4772791352844941
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STS15,cosine_spearman,0.6028567383446486
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STS16,cosine_spearman,0.6373272693604403
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STS17,cosine_spearman,0.6410023907260639
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STS22,cosine_spearman,0.563667996535454
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STSBenchmark,cosine_spearman,0.4729108172174081
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SummEval,cosine_spearman,0.2981716355664815
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model,dataset,metric,value
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bert-base-uncased,AmazonCounterfactualClassification,accuracy,0.7425373134328358
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bert-base-uncased,AmazonPolarityClassification,accuracy,0.7132945
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bert-base-uncased,AmazonReviewsClassification,accuracy,0.33564
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bert-base-uncased,Banking77Classification,accuracy,0.6340584415584415
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bert-base-uncased,EmotionClassification,accuracy,0.3528
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bert-base-uncased,ImdbClassification,accuracy,0.653456
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bert-base-uncased,MassiveIntentClassification,accuracy,0.5988231338264962
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bert-base-uncased,MassiveScenarioClassification,accuracy,0.6427706792199059
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bert-base-uncased,MTOPDomainClassification,accuracy,0.8262653898768809
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bert-base-uncased,MTOPIntentClassification,accuracy,0.6813725490196079
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bert-base-uncased,ToxicConversationsClassification,accuracy,0.6999679999999999
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bert-base-uncased,TweetSentimentExtractionClassification,accuracy,0.5180814940577249
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bert-base-uncased,ArxivClusteringP2P,v_measure,0.3518932830729758
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bert-base-uncased,ArxivClusteringS2S,v_measure,0.2750822951507033
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bert-base-uncased,BiorxivClusteringP2P,v_measure,0.3012278640553615
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bert-base-uncased,BiorxivClusteringS2S,v_measure,0.2476601053047804
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bert-base-uncased,MedrxivClusteringP2P,v_measure,0.26087688306606044
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bert-base-uncased,MedrxivClusteringS2S,v_measure,0.23604914608225602
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bert-base-uncased,RedditClustering,v_measure,0.27241718557705
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bert-base-uncased,RedditClusteringP2P,v_measure,0.43323854460464056
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bert-base-uncased,StackExchangeClustering,v_measure,0.4358261870547655
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bert-base-uncased,StackExchangeClusteringP2P,v_measure,0.2654851675795123
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bert-base-uncased,TwentyNewsgroupsClustering,v_measure,0.23354321403189832
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bert-base-uncased,SprintDuplicateQuestions,ap,0.36808703728970593
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bert-base-uncased,TwitterSemEval2015,ap,0.5589788752976392
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bert-base-uncased,TwitterURLCorpus,ap,0.7628732783437441
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28 |
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bert-base-uncased,AskUbuntuDupQuestions,map,0.4584088706528255
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bert-base-uncased,MindSmallReranking,map,0.28366637355845425
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bert-base-uncased,SciDocsRR,map,0.6493728987830145
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bert-base-uncased,StackOverflowDupQuestions,map,0.34615478798860166
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bert-base-uncased,ArguAna,ndcg_at_10,0.28294
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bert-base-uncased,ClimateFEVER,ndcg_at_10,0.0541
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bert-base-uncased,CQADupstackRetrieval,ndcg_at_10,0.05506583333333333
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bert-base-uncased,DBPedia,ndcg_at_10,0.04132
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bert-base-uncased,FEVER,ndcg_at_10,0.033
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bert-base-uncased,FiQA2018,ndcg_at_10,0.02191
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bert-base-uncased,HotpotQA,ndcg_at_10,0.0826
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bert-base-uncased,MSMARCO,ndcg_at_10,0.06176
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bert-base-uncased,NFCorpus,ndcg_at_10,0.04304
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bert-base-uncased,NQ,ndcg_at_10,0.02615
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bert-base-uncased,QuoraRetrieval,ndcg_at_10,0.61029
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bert-base-uncased,SCIDOCS,ndcg_at_10,0.02815
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bert-base-uncased,SciFact,ndcg_at_10,0.13339
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bert-base-uncased,Touche2020,ndcg_at_10,0.00967
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bert-base-uncased,TRECCOVID,ndcg_at_10,0.14745
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bert-base-uncased,BIOSSES,cosine_spearman,0.5469823428818151
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bert-base-uncased,SICK-R,cosine_spearman,0.5864506948179484
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bert-base-uncased,STS12,cosine_spearman,0.30871788407575457
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bert-base-uncased,STS13,cosine_spearman,0.5989485045425808
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bert-base-uncased,STS14,cosine_spearman,0.4772791352844941
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bert-base-uncased,STS15,cosine_spearman,0.6028567383446486
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bert-base-uncased,STS16,cosine_spearman,0.6373272693604403
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bert-base-uncased,STS17,cosine_spearman,0.6410023907260639
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bert-base-uncased,STS22,cosine_spearman,0.563667996535454
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bert-base-uncased,STSBenchmark,cosine_spearman,0.4729108172174081
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bert-base-uncased,SummEval,cosine_spearman,0.2981716355664815
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