ResearchTasksRobustness to Adversarial ExamplesRobustness to Adversarial ExamplesFollowBenchmarksDatasetSOTA methodSortMost resultsRecently updatedMost papersApplyDatasetSOTA methodMetricTrendResultsLast updatedSVHN (test)PGD training (7-steps)72.8Accuracy (FGSM)7Feb 26, 2026CIFAR-10 (test)Manifold Mixup77.5Accuracy (FGSM)4Feb 26, 2026CIFAR-100 (test)Manifold Mixup44.96Accuracy (FGSM)2Feb 26, 2026