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News topic classification on 20 Newsgroups 40% Symmetric Noise

85.02Accuracy

Supervised GT

Updated 4d ago

Evaluation Results

Method	Links
Supervised GT 2025.04		85.02
NoiseAL 2025.04		83.32
Ours - p(X,Y) 2023.08		81.07
DyGEN 2023.08		79.56
DyGen 2025.04		79.56
Ours - p(Y\|X) 2023.08		79.24
Ours - p(X,Y) 2023.08		78.91
CR 2023.08		77.96
CL 2025.04		77.04
LAFT 2025.04		76.93
Ours - p(Y\|X) 2023.08		76.47
ELR 2025.04		76.11
CausalNL 2023.08		74.43
CR 2023.08		74.33
DualT 2023.08		73.39
JoCoR 2023.08		73.27
NPC 2023.08		72.96
SelfMix 2025.04		72.5
Base 2023.08		70.81
ChatGPT 2025.04		69.33
Co-Teaching 2023.08		69.25
SCE 2025.04		68.64
Co-Teaching 2025.04		68.42
BERT 2025.04		66.55