Image Classification on CIFAR-10 (test) (Adversarial Robustness: PGD 10/100, C&W, AA) benchmark leaderboard · SOTA2 Research

Image Classification on CIFAR-10 (test) (Adversarial Robustness: PGD 10/100, C&W, AA)

87.54Accuracy (Clean)RAAT

Evaluation Results

Method	Links
RAAT2026.04		87.54	58.22	57.64	54.68	51.76
PGD-AT2026.04		87.49	55.81	54.37	52.03	50.96
Cons-AT2026.04		86.9	55.71	54.41	52.95	50.83
TRADES2026.04		85.35	57.15	56.17	53.61	51.88
RAAT2026.04		83.69	54.55	53.5	51.07	47.94
Cons-AT2026.04		83.42	53.2	51.68	49.37	47.72
PGD-AT2026.04		82.92	51.81	50.34	48.51	46.74
RAAT++2026.04		82.8	58.76	57.88	55.42	52.1
MART2026.04		82.78	58.47	57.47	53.21	50.89
RAAT++2026.04		79.7	54.87	53.87	51.64	47.5
TRADES2026.04		79.67	52.14	51.88	49.33	47.62
MART2026.04		77.93	53.61	52.83	48.66	46.7