Adversarial Robustness on CIFAR-100 (PGD, C&W, AA Metrics) benchmark leaderboard · SOTA2 Research

Adversarial Robustness on CIFAR-100 (PGD, C&W, AA Metrics)

66.02Clean AccuracyHICAT

Evaluation Results

Method	Links
HICAT2026.06		66.02	—	—	—	—	36.2	2.51
DHAT2026.06		64.8	—	—	—	—	34.71	2.96
HICAT2026.06		64.52	—	—	—	—	33.48	0.86
DHAT2026.06		63.14	—	—	—	—	32.21	0.98
SGLR2026.06		62.39	—	—	—	—	30.15	17.05
HICAT2026.06		62.38	37.29	36.82	36.71	33.15	31.24	3.12
CFA2026.06		61.56	—	—	—	—	29.61	9.13
SGLR2026.06		61.25	—	—	—	—	29.1	4.15
UIAT2026.06		60.24	—	—	—	—	30.98	14.32
CFA2026.06		60.13	—	—	—	—	28.85	3.01
UIAT2026.06		59.92	—	—	—	—	28.48	4.47
AWP2026.06		59.71	—	—	—	—	31.83	7.13
FSR2026.06		59.03	—	—	—	—	30.44	7.4
FSR2026.06		58.1	—	—	—	—	28.94	2.47
AWP2026.06		57.55	—	—	—	—	29.33	2.37
MART2026.06		55.87	—	—	—	—	30.2	8.86
MART2026.06		54.73	—	—	—	—	27.7	2.88
MART2026.06		54.69	32.06	31.9	31.88	28.77	27.25	9.96