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ResearchFormerly WizWand

Classification on CIFAR-10 20% IDN (test)

92.26AccuracykMEIDTM
72.406477.560782.71587.8693Dec 10, 2020Mar 10, 2021Jun 9, 2021Sep 7, 2021Dec 7, 2021Mar 7, 2022Jun 6, 2022
Updated 8mo ago

Evaluation results

MethodLinks
kMEIDTM2022.0692.26
MEIDTM2022.0691.38
DMI2022.0689.99
CoTeaching++2022.0689.78
Forward2022.0689.62
PartT2022.0689.33
JoCor2022.0689.3
TMDNN2022.0689.21
GCE2022.0688.89
CoTeaching2022.0688.43
PeerLoss2022.0688.14
SEALNoise Fraction=20%2020.1287.79
Co-teachingNoise Fraction=20%2020.1287.28
CE (baseline)2022.0686.93
DMINoise Fraction=20%2020.1286.57
GCENoise Fraction=20%2020.1286.44
ForwardNoise Fraction=20%2020.1286.35
CENoise Fraction=20%2020.1286.34
DACNoise Fraction=20%2020.1286.16
CausalNL2021.0981.47
MentorNet2021.0981.03
Co-teaching2021.0980.96
Decoupling2021.0978.71
Reweight2021.0976.23
T-Revision2021.0976.15
CE2021.0975.81
Forward2021.0974.64
Mixup2021.0973.17