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News topic classification on 20 Newsgroups 40% Instance-Dependent Noise

85.02Accuracy

Supervised GT

Updated 4d ago

Evaluation Results

Method	Links
Supervised GT 2025.04		85.02
NoiseAL 2025.04		82.9
Ours - p(X,Y) 2023.08		82.34
DyGEN 2023.08		81.54
DyGen 2025.04		81.54
Ours - p(Y\|X) 2023.08		81.47
Ours - p(X,Y) 2023.08		81.04
Ours - p(Y\|X) 2023.08		80.74
LAFT 2025.04		80.49
CR 2023.08		80.47
CausalNL 2023.08		78.91
CR 2023.08		76.33
NPC 2023.08		75.19
SelfMix 2025.04		74.4
JoCoR 2023.08		74.19
Co-Teaching 2023.08		73.76
CL 2025.04		72.41
DualT 2023.08		70.61
SCE 2025.04		69.89
Base 2023.08		69.81
ELR 2025.04		69.39
ChatGPT 2025.04		69.33
Co-Teaching 2025.04		66.43
BERT 2025.04		66.32