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Image Classification on CIFAR-10 (test) (Certified Robustness)

90.14Clean AccuracyGENELLIPS
71.898476.634281.3786.1058May 25, 2026

Evaluation results

MethodLinks
GENELLIPS2026.0590.1484.578.240.5
SmoothAdv2026.0586.28154.434.8
DRT + MME (Gaussian)MME mode=Gaussian2026.0581.470.457.834.4
DRT + MME (SmoothAdv)MME mode=SmoothAdv2026.0572.667.260.239.4
DRT + WE (SmoothAdv)WE mode=SmoothAdv2026.0572.66760.239.5