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ResearchFormerly WizWand

News Topic Classification on AG News 40% Asymmetric Noise

0.9137AccuracyOurs - p(X,Y)
0.738460.7839550.829450.874945Aug 2, 2023
Updated 8mo ago

Evaluation results

MethodLinks
Ours - p(X,Y)Post-processing=NPC2023.080.9137
Ours - p(Y|X)Post-processing=NPC2023.080.9081
DyGENPost-processing=NPC2023.080.9043
Ours - p(X,Y)2023.080.898
Ours - p(Y|X)2023.080.8705
CRPost-processing=NPC2023.080.8254
CausalNL2023.080.798
DualT2023.080.7903
Co-Teaching2023.080.7807
JoCoR2023.080.7798
NPC2023.080.7769
Base2023.080.7715
CR2023.080.7452