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ResearchFormerly WizWand

Text Classification on 20Newsgroups

65.71Micro F1Lbl2Vec
10.756425.023239.2953.5568Nov 29, 2022
Updated 8mo ago

Evaluation results

MethodLinks
Lbl2VecApproach Category=Similarity-based TC2022.1165.71
Lbl2TransformerVecApproach Category=Similarity-based TC, Backbone=all-mpnet-base-v22022.1164.69
Lbl2TransformerVecApproach Category=Similarity-based TC, Backbone=all-MiniLM-L6-v22022.1163.01
SBERTApproach Category=Baselines, Backbone=all-mpnet-base-v22022.1159.75
Lbl2TransformerVecApproach Category=Similarity-based TC, Backbone=SimCSE2022.1158.79
SBERTApproach Category=Baselines, Backbone=all-MiniLM-L6-v22022.1157.89
Zero-shot EntailmentApproach Category=0SHOT-TC, Backbone=DeBERTa2022.1147.19
SimCSEApproach Category=Baselines2022.1142.84
Zero-shot EntailmentApproach Category=0SHOT-TC, Backbone=BART-large2022.1138.54
LSAApproach Category=Baselines2022.1117.89
TARSApproach Category=0SHOT-TC2022.1117.65
Zero-shot EntailmentApproach Category=0SHOT-TC, Backbone=DistilBERT2022.1116.27
Word2VecApproach Category=Baselines2022.1112.87