ResearchBenchmarksImage Classification on CIFAR-10 (test) (L-inf, Fog, Snow, Gabor Perturbations)For AI assistantsMarkdownContent indexImage Classification on CIFAR-10 (test) (L-inf, Fog, Snow, Gabor Perturbations)Follow70.8Acc (L-inf)MAX56.2460.0263.867.58Feb 9, 2024Evaluation resultsMethodMethodLinksAcc (L-inf)Acc (Fog)Acc (Snow)Acc (Gabor)Acc (Elastic)Acc (JPEG L-inf)Avg Acc (Robustness)Robustness Score (Union)MAXBackbone=ResNet-18Backbone=ResNet-182024.0270.84034.445.154.856.850.320.6E-ATBackbone=ResNet-18Backbone=ResNet-182024.0258.541.830.845.95559.148.518.8RAMPBackbone=ResNet-18Backbone=ResNet-182024.0256.840.540.55059.256.250.525.9