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ResearchFormerly WizWand

Image Classification on Color-MNIST Label Noise 0.2 (test)

0.9099Mean AccuracyGIW
0.2841320.4465910.609050.771509May 24, 2023
Updated 8mo ago

Evaluation results

MethodLinks
GIWShift type=Label Noise, Shift intensity=0.2, Case=iii, Trials=52023.050.9099
Pretrain-valShift type=Label Noise, Shift intensity=0.2, Case=iii, Trials=52023.050.6021
MW-NetShift type=Label Noise, Shift intensity=0.2, Case=iii, Trials=52023.050.4
R-DIWShift type=Label Noise, Shift intensity=0.2, Case=iii, Trials=52023.050.3825
DIWShift type=Label Noise, Shift intensity=0.2, Case=iii, Trials=52023.050.3804
Val-onlyShift type=Label Noise, Shift intensity=0.2, Case=iii, Trials=52023.050.3119
ReweightShift type=Label Noise, Shift intensity=0.2, Case=iii, Trials=52023.050.3082