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ResearchFormerly WizWand

Image Classification on CIFAR-10 IDN

97.73AccuracyProMix
57.679668.077378.47588.8727Jul 21, 2022
Updated 8mo ago

Evaluation results

MethodLinks
ProMixNoise Ratio=20%2022.0797.73
ProMixNoise Ratio=40%2022.0797.03
DivideMixNoise Ratio=40%2022.0795.07
DivideMixNoise Ratio=20%2022.0793.33
ProMixNoise Ratio=60%2022.0793.04
CALNoise Ratio=20%2022.0792.01
CORES^2Noise Ratio=20%2022.0791.14
Reweight-RNoise Ratio=20%2022.0790.04
Co-teaching+Noise Ratio=20%2022.0789.9
Peer LossNoise Ratio=20%2022.0789.12
Co-teachingNoise Ratio=20%2022.0788.87
JoCoRNoise Ratio=20%2022.0788.78
LDMINoise Ratio=20%2022.0788.57
Forward TNoise Ratio=20%2022.0787.22
DivideMixNoise Ratio=60%2022.0785.5
CENoise Ratio=20%2022.0785.45
CALNoise Ratio=40%2022.0784.96
Reweight-RNoise Ratio=40%2022.0784.11
CORES^2Noise Ratio=40%2022.0783.67
Peer LossNoise Ratio=40%2022.0783.26
LDMINoise Ratio=40%2022.0782.82
CALNoise Ratio=60%2022.0779.82
Forward TNoise Ratio=40%2022.0779.37
CORES^2Noise Ratio=60%2022.0777.68
CENoise Ratio=40%2022.0776.23
Peer LossNoise Ratio=60%2022.0774.53
Co-teaching+Noise Ratio=40%2022.0773.78
Co-teachingNoise Ratio=40%2022.0773
Reweight-RNoise Ratio=60%2022.0772.18
JoCoRNoise Ratio=40%2022.0771.64
LDMINoise Ratio=60%2022.0769.94
Forward TNoise Ratio=60%2022.0766.56
JoCoRNoise Ratio=60%2022.0763.46
Co-teachingNoise Ratio=60%2022.0762.51
CENoise Ratio=60%2022.0759.75
Co-teaching+Noise Ratio=60%2022.0759.22