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ResearchFormerly WizWand

News topic classification on AG News 20% Instance-Dependent Noise

91.78AccuracyOurs - p(X,Y)
85.342487.013788.68590.3563Aug 2, 2023
Updated 8mo ago

Evaluation results

MethodLinks
Ours - p(X,Y)Post-processing=NPC2023.0891.78
DyGENPost-processing=NPC2023.0891.41
Ours - p(Y|X)Post-processing=NPC2023.0891.26
Ours - p(X,Y)2023.0890.05
Ours - p(Y|X)2023.0889.27
CausalNL2023.0889
CRPost-processing=NPC2023.0888.25
Co-Teaching2023.0887.85
CR2023.0887.48
JoCoR2023.0887.04
DualT2023.0886.47
NPC2023.0886.28
Base2023.0885.59