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ResearchFormerly WizWand

Image Classification on SVHN (train)

99.88Clean AccuracySL
87.6690.832594.00597.1775Mar 26, 2024Jul 30, 2024Dec 3, 2024Apr 9, 2025Aug 13, 2025Dec 17, 2025Apr 23, 2026
Updated 6mo ago

Evaluation results

MethodLinks
SL2026.0499.88
SL2026.0499.88
PonderNet2026.0499.83
PonderNet2026.0499.83
ACT2026.0499.8
ACT2026.0499.8
RIC2026.0499.4
RIC2026.0499.4
TRADES+LOREBackbone=PreResNet18 (Swish), Training Augmentation=1x10^6 EDM-generated images2024.0397.79
TRADES+LOREBackbone=WRN-28-10 (Swish), Training Augmentation=1x10^6 EDM-generated images2024.0397.61
TRADESBackbone=WRN-28-10 (Swish), Training Augmentation=1x10^6 EDM-generated images2024.0397.45
TRADES(S)Backbone=WRN-28-10 (Swish), Training Augmentation=1x10^6 EDM-generated images2024.0397.43
MARTBackbone=WRN-28-10 (Swish), Training Augmentation=1x10^6 EDM-generated images2024.0397.23
TRADES(S)+LOREBackbone=WRN-28-10 (Swish), Training Augmentation=1x10^6 EDM-generated images2024.0397.22
TRADES(S)+SLOREBackbone=PreResNet18 (Swish), Training Augmentation=1x10^6 EDM-generated images2024.0397.12
TRADES(S)+SLOREBackbone=WRN-28-10 (Swish), Training Augmentation=1x10^6 EDM-generated images2024.0397.11
TRADESBackbone=PreResNet18 (Swish), Training Augmentation=1x10^6 EDM-generated images2024.0396.59
TRADES(S)+LOREBackbone=PreResNet18 (Swish), Training Augmentation=1x10^6 EDM-generated images2024.0396.46
TRADES+SLOREBackbone=PreResNet18 (Swish), Training Augmentation=1x10^6 EDM-generated images2024.0396.22
TRADES(S)Backbone=PreResNet18 (Swish), Training Augmentation=1x10^6 EDM-generated images2024.0396.06
TRADES+SLOREBackbone=WRN-28-10 (Swish), Training Augmentation=1x10^6 EDM-generated images2024.0395.46
MART+LOREBackbone=WRN-28-10 (Swish), Training Augmentation=1x10^6 EDM-generated images2024.0394.7
MART+SLOREBackbone=WRN-28-10 (Swish), Training Augmentation=1x10^6 EDM-generated images2024.0388.13