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ResearchFormerly WizWand

Image Classification on Color-MNIST Label Noise 0.4 (test)

90.09Mean AccuracyGIW
24.746841.710958.67575.6391May 24, 2023
Updated 8mo ago

Evaluation results

MethodLinks
GIWShift type=Label Noise, Shift intensity=0.4, Case=iii, Trials=52023.0590.09
Pretrain-valShift type=Label Noise, Shift intensity=0.4, Case=iii, Trials=52023.0557.13
MW-NetShift type=Label Noise, Shift intensity=0.4, Case=iii, Trials=52023.0539.98
R-DIWShift type=Label Noise, Shift intensity=0.4, Case=iii, Trials=52023.0539.08
DIWShift type=Label Noise, Shift intensity=0.4, Case=iii, Trials=52023.0539.02
Val-onlyShift type=Label Noise, Shift intensity=0.4, Case=iii, Trials=52023.0531.19
ReweightShift type=Label Noise, Shift intensity=0.4, Case=iii, Trials=52023.0527.26