Attack Robustness Analysis on CIFAR-10 benchmark leaderboard · SOTA2 Research

Attack Robustness Analysis on CIFAR-10

0.7871AUCAdversarially Robust Attack R

Evaluation Results

Method
Adversarially Robust Attack R2026.04	0.7871	29.8	11.13	25.8	39.46	56.1
Adversarially Robust Attack R2026.04	0.787	29.78	11.05	25.3	39.05	55.7
Adversarially Robust Attack R2026.04	0.7864	29.68	10.95	24.85	37.95	55.82
Adversarially Robust Attack R2026.04	0.7862	30.15	10.85	26.75	37.55	56.08
Adversarially Robust Attack R2026.04	0.7855	29.58	10.2	24.85	37.57	56.43
Adversarially Robust Attack R2026.04	0.7831	31.08	11.05	26.15	37.55	55.55
Adversarially Robust Attack R2026.04	0.7745	31.3	9.8	25.16	35.25	52.25
Attack R Baseline2026.04	0.4019	58.2	0.37	1.84	3.68	7.35