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ResearchFormerly WizWand

Image Classification on CIFAR-10 Asymmetric Noise (ε=0.3, test)

88.33AccuracyNegative Label Smoothing
86.187686.743887.387.8562Jun 8, 2021
Updated 8mo ago

Evaluation results

MethodLinks
Negative Label SmoothingSmooth Rate=-0.42021.0688.33
Negative Label SmoothingSmooth Rate=-0.82021.0687.96
Label SmoothingSmooth Rate=0.42021.0687.9
Label SmoothingSmooth Rate=0.82021.0687.83
Label SmoothingSmooth Rate=0.62021.0687.83
Negative Label SmoothingSmooth Rate=-62021.0687.57
Negative Label SmoothingSmooth Rate=-12021.0687.5
Negative Label SmoothingSmooth Rate=-42021.0687.29
Negative Label SmoothingSmooth Rate=-22021.0687.27
Vanilla LossSmooth Rate=02021.0686.27