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ResearchFormerly WizWand

Classification on CIFAR-10 40% IDN (test)

85.94AccuracykMEIDTM
59.180866.127973.07580.0221Dec 10, 2020Mar 10, 2021Jun 9, 2021Sep 7, 2021Dec 7, 2021Mar 7, 2022Jun 6, 2022
Updated 8mo ago

Evaluation results

MethodLinks
kMEIDTM2022.0685.94
SEALNoise Fraction=40%2020.1282.98
MEIDTM2022.0682.63
CoTeaching++2022.0681
JoCor2022.0680.87
CoTeaching2022.0680.85
DMI2022.0680.74
PartT2022.0680.59
Forward2022.0680.29
PeerLoss2022.0679.71
Co-teachingNoise Fraction=40%2020.1278.72
TMDNN2022.0678.51
DMINoise Fraction=40%2020.1277.81
CausalNL2021.0977.53
GCENoise Fraction=40%2020.1276.71
CE (baseline)2022.0676.68
CENoise Fraction=40%2020.1275.68
DACNoise Fraction=40%2020.1274.8
GCE2022.0674.18
Co-teaching2021.0973.41
MentorNet2021.0971.83
ForwardNoise Fraction=40%2020.1271.12
T-Revision2021.0964.09
Reweight2021.0962.58
CE2021.0962.45
Decoupling2021.0961.73
Mixup2021.0961.56
Forward2021.0960.21