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

85.02Accuracy

Supervised GT

Updated 4d ago

Evaluation Results

Method	Links
Supervised GT 2025.04		85.02
Ours - p(X,Y) 2023.08		84.58
NoiseAL 2025.04		84.26
DyGEN 2023.08		84.07
DyGen 2025.04		84.07
LAFT 2025.04		83.61
Ours - p(X,Y) 2023.08		83.53
Ours - p(Y\|X) 2023.08		83.53
CR 2023.08		83.47
Ours - p(Y\|X) 2023.08		83.16
CR 2023.08		82.58
CausalNL 2023.08		82.57
JoCoR 2023.08		81.57
NPC 2023.08		79.97
CL 2025.04		79.35
ELR 2025.04		78.99
SelfMix 2025.04		78.36
Co-Teaching 2025.04		77.64
Co-Teaching 2023.08		77.45
Base 2023.08		77.38
DualT 2023.08		77.16
BERT 2025.04		76.07
SCE 2025.04		75.03
ChatGPT 2025.04		69.33