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ResearchFormerly WizWand

News Topic Classification on AG News 40% Instance-Dependent Noise

89.19AccuracyOurs - p(Y|X)
74.73478.48782.2485.993Aug 2, 2023
Updated 8mo ago

Evaluation results

MethodLinks
Ours - p(Y|X)Post-processing=NPC2023.0889.19
Ours - p(X,Y)Post-processing=NPC2023.0889.15
DyGENPost-processing=NPC2023.0888.9
Ours - p(X,Y)2023.0888.77
Ours - p(Y|X)2023.0887.47
CRPost-processing=NPC2023.0886.41
CausalNL2023.0884.62
JoCoR2023.0879.93
DualT2023.0878.84
NPC2023.0877.38
Co-Teaching2023.0876.52
Base2023.0875.86
CR2023.0875.29