ResearchBenchmarksImage Classification on CIFAR-10 (test) (Adversarial Robustness: FGSM/PGD)Image Classification on CIFAR-10 (test) (Adversarial Robustness: FGSM/PGD)Follow94Clean AccuracyERM71.74477.52283.389.078Oct 29, 2021Evaluation resultsMethodMethodLinksClean AccuracyFGSM AccuracyPGD-20 AccuracyERMρ=-ρ=-2021.10940.010.01DALEρ=0.5ρ=0.52021.108654.448.4DALEρ=0.8ρ=0.82021.108555.450.1PGDρ=-ρ=-2021.1083.853.748.1DALEρ=1.0ρ=1.02021.1082.155.251.7TRADESρ=-ρ=-2021.1080.755.249.6CLPρ=-ρ=-2021.1079.853.948.4MARTρ=-ρ=-2021.1078.955.649.8ALPρ=-ρ=-2021.1075.95548.8FGSMρ=-ρ=-2021.1072.649.740.7