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ResearchFormerly WizWand

Image Classification on CIFAR-100 IDN

82.38AccuracyProMix
9.78828.63447.4866.326Jul 21, 2022
Updated 8mo ago

Evaluation results

MethodLinks
ProMixNoise Ratio=20%2022.0782.38
ProMixNoise Ratio=40%2022.0780.62
DivideMixNoise Ratio=20%2022.0779.04
DivideMixNoise Ratio=40%2022.0776.08
ProMixNoise Ratio=60%2022.0775.2
CALNoise Ratio=20%2022.0769.11
CORES^2Noise Ratio=20%2022.0766.47
CALNoise Ratio=40%2022.0763.17
Peer LossNoise Ratio=20%2022.0761.16
CORES^2Noise Ratio=40%2022.0758.99
Forward TNoise Ratio=20%2022.0758.19
Reweight-RNoise Ratio=20%2022.0758
LDMINoise Ratio=20%2022.0757.9
CENoise Ratio=20%2022.0757.79
Peer LossNoise Ratio=40%2022.0747.23
DivideMixNoise Ratio=60%2022.0746.72
Reweight-RNoise Ratio=40%2022.0743.83
JoCoRNoise Ratio=20%2022.0743.66
CALNoise Ratio=60%2022.0743.58
Co-teachingNoise Ratio=20%2022.0743.3
Forward TNoise Ratio=40%2022.0742.8
LDMINoise Ratio=40%2022.0742.7
Co-teaching+Noise Ratio=20%2022.0741.71
CENoise Ratio=40%2022.0741.15
CORES^2Noise Ratio=60%2022.0738.55
Reweight-RNoise Ratio=60%2022.0736.07
Peer LossNoise Ratio=60%2022.0731.71
Forward TNoise Ratio=60%2022.0727.91
LDMINoise Ratio=60%2022.0726.96
CENoise Ratio=60%2022.0725.28
Co-teaching+Noise Ratio=40%2022.0724.45
JoCoRNoise Ratio=40%2022.0723.95
Co-teachingNoise Ratio=40%2022.0723.21
JoCoRNoise Ratio=60%2022.0713.16
Co-teachingNoise Ratio=60%2022.0712.58
Co-teaching+Noise Ratio=60%2022.0712.58