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ResearchFormerly WizWand

Text Classification on Yahoo! Answers

55.84Micro F1Lbl2TransformerVec
10.818422.506734.19545.8833Nov 29, 2022
Updated 8mo ago

Evaluation results

MethodLinks
Lbl2TransformerVecApproach Category=Similarity-based TC, Backbone=all-mpnet-base-v22022.1155.84
Lbl2TransformerVecApproach Category=Similarity-based TC, Backbone=SimCSE2022.1153.32
Lbl2TransformerVecApproach Category=Similarity-based TC, Backbone=all-MiniLM-L6-v22022.1152.87
SBERTApproach Category=Baselines, Backbone=all-mpnet-base-v22022.1151.25
SimCSEApproach Category=Baselines2022.1149.9
Lbl2VecApproach Category=Similarity-based TC2022.1144.26
SBERTApproach Category=Baselines, Backbone=all-MiniLM-L6-v22022.1143.77
Zero-shot EntailmentApproach Category=0SHOT-TC, Backbone=DeBERTa2022.1143.09
Zero-shot EntailmentApproach Category=0SHOT-TC, Backbone=BART-large2022.1140.21
TARSApproach Category=0SHOT-TC2022.1134.6
Zero-shot EntailmentApproach Category=0SHOT-TC, Backbone=DistilBERT2022.1131.81
LSAApproach Category=Baselines2022.1115.82
Word2VecApproach Category=Baselines2022.1112.55