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ResearchFormerly WizWand

Image Classification on CIFAR-100 1x10^6 EDM-generated images-augmented (train)

90.17CleantrTRADES + LORE
76.556480.090783.62587.1593Mar 26, 2024
Updated 8mo ago

Evaluation results

MethodLinks
TRADES + LOREBackbone=WRN-28-10 (Swish)2024.0390.17
TRADESBackbone=WRN-28-10 (Swish)2024.0389.39
TRADES + SLOREBackbone=WRN-28-10 (Swish)2024.0388.95
TRADES + LOREBackbone=PreResNet18 (Swish)2024.0386.35
TRADESBackbone=PreResNet18 (Swish)2024.0385.27
TRADES(S)Backbone=WRN-28-10 (Swish)2024.0385.22
TRADES + SLOREBackbone=PreResNet18 (Swish)2024.0384.95
TRADES(S) + LOREBackbone=WRN-28-10 (Swish)2024.0384.82
TRADES(S) + SLOREBackbone=WRN-28-10 (Swish)2024.0384.78
MART + LOREBackbone=WRN-28-10 (Swish)2024.0383.21
TRADES(S) + SLOREBackbone=PreResNet18 (Swish)2024.0381.85
TRADES(S)Backbone=PreResNet18 (Swish)2024.0381.84
MARTBackbone=WRN-28-10 (Swish)2024.0381.82
TRADES(S) + LOREBackbone=PreResNet18 (Swish)2024.0381.81
MART + SLOREBackbone=WRN-28-10 (Swish)2024.0380.35
MART + LOREBackbone=PreResNet18 (Swish)2024.0378.57
MARTBackbone=PreResNet18 (Swish)2024.0377.78
MART + SLOREBackbone=PreResNet18 (Swish)2024.0377.08