ResearchBenchmarksAdversarial Robustness Accuracy on CIFAR-100 (test) (FGSM and PGD Steps)Follow78.7Clean AccuracyNatural59.66864.60969.5574.491Nov 9, 2021Evaluation ResultsMethodMethodLinksClean AccuracyRobust Accuracy (FGSM)Robust Accuracy (PGD-5)Robust Accuracy (PGD-10)Robust Accuracy (PGD-20)NaturalDefense=NaturalDefense=Natural2021.1178.77.950.130.030MixACMmixup=falsemixup=false2021.1168.9129.0928.6521.720.27MixACMmixup=truemixup=true2021.1165.6932.0932.0425.5824.14IGAMDefense=IGAMDefense=IGAM2021.1162.3934.3129.5924.0521.74PGD7-ATDefense=PGD7-ATDefense=PGD7-AT2021.1160.429.129.324.323.5