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ResearchFormerly WizWand

Text Classification on AG's Corpus

83.79Micro F1Lbl2TransformerVec
25.997241.001156.00571.0089Nov 29, 2022
Updated 8mo ago

Evaluation results

MethodLinks
Lbl2TransformerVecApproach Category=Similarity-based TC, Backbone=SimCSE2022.1183.79
Lbl2TransformerVecApproach Category=Similarity-based TC, Backbone=all-MiniLM-L6-v22022.1180.88
SimCSEApproach Category=Baselines2022.1180.1
Lbl2TransformerVecApproach Category=Similarity-based TC, Backbone=all-mpnet-base-v22022.1180.05
Lbl2VecApproach Category=Similarity-based TC2022.1174.63
Zero-shot EntailmentApproach Category=0SHOT-TC, Backbone=DeBERTa2022.1172.37
SBERTApproach Category=Baselines, Backbone=all-mpnet-base-v22022.1170.84
SBERTApproach Category=Baselines, Backbone=all-MiniLM-L6-v22022.1168.57
Zero-shot EntailmentApproach Category=0SHOT-TC, Backbone=BART-large2022.1168.24
Zero-shot EntailmentApproach Category=0SHOT-TC, Backbone=DistilBERT2022.1159.48
LSAApproach Category=Baselines2022.1141.17
Word2VecApproach Category=Baselines2022.1128.22