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ResearchFormerly WizWand

Image Classification on CIFAR-10 40% Mixed noise: A-30, S-10

85.7AccuracyFOCI
79.35681.00382.6584.297Aug 14, 2020
Updated 8mo ago

Evaluation results

MethodLinks
FOCINoise type=Mixed, Asymmetric noise rate=30%, Symmetric noise rate=10%2020.0885.7
Active BiasNoise type=Mixed, Asymmetric noise rate=30%, Symmetric noise rate=10%2020.0884.9
SELFIENoise type=Mixed, Asymmetric noise rate=30%, Symmetric noise rate=10%2020.0884.9
CoteachingNoise type=Mixed, Asymmetric noise rate=30%, Symmetric noise rate=10%2020.0880.6
DefaultNoise type=Mixed, Asymmetric noise rate=30%, Symmetric noise rate=10%2020.0879.6