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Robustness to Adversarial Examples research benchmarks · SOTA2 Research

Robustness to Adversarial Examples

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

PGD training (7-steps)

72.8Accuracy (FGSM)

7

Feb 26, 2026

CIFAR-10 (test)

77.5Accuracy (FGSM)

4

Feb 26, 2026

CIFAR-100 (test)

44.96Accuracy (FGSM)

2

Feb 26, 2026

Popular datasets

CIFAR-100 CIFAR SVHN

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