Adversarial Robustness on CIFAR-10 (Clean, AA, Robust Gap) benchmark leaderboard · SOTA2 Research

Adversarial Robustness on CIFAR-10 (Clean, AA, Robust Gap)

89.85Clean AccuracyHICAT

Evaluation Results

Method	Links
HICAT2026.06		89.85	58.11	2.12
DHAT2026.06		88.94	56.92	2.48
HICAT2026.06		88.4	55.63	0.71
SGLR2026.06		87.72	53.77	11.25
DHAT2026.06		87.62	54.42	0.83
UIAT2026.06		86.73	54.59	9.41
SGLR2026.06		86.35	51.27	2.75
CFA2026.06		85.81	53.35	8.94
UIAT2026.06		85.1	52.09	3.04
CFA2026.06		84.97	50.85	2.98
MART2026.06		84.26	51.95	8.73
AWP2026.06		84.1	53.29	6.11
FSR2026.06		83.88	53.03	7.05
AWP2026.06		83.78	50.79	2.03
MART2026.06		83.45	49.45	2.91
FSR2026.06		83.19	50.53	2.35
HICAT2026.06		81.62	53.24	1.72
SGLR2026.06		80.62	50.73	5
SGLR2026.06		80.39	50.55	5.21
DHAT2026.06		79.94	51.92	1.85
HICAT2026.06		78.93	53.1	1.64
UIAT2026.06		78.42	51	2.99
FSR2026.06		78.38	50.59	3.97
CFA2026.06		77.88	50.64	4.27
DHAT2026.06		77.85	51.81	1.92
FSR2026.06		77.28	50.02	4.73
AWP2026.06		76.74	50.46	4.07
CFA2026.06		76.7	49.97	4.46
MART2026.06		76.05	49.59	5.91
AWP2026.06		75.59	50.8	3.91
UIAT2026.06		75.19	51.23	3.7
MART2026.06		75.05	49.05	4.57
HICAT2026.06		71.18	47.03	1.21
SGLR2026.06		70.9	45.04	3.94
CFA2026.06		70.45	45.53	4.66
DHAT2026.06		70.01	46.4	1.34
FSR2026.06		69.59	44.9	3.3
UIAT2026.06		68.46	45.27	3.57
AWP2026.06		67.14	45.97	3.47
MART2026.06		66.72	44.27	3.6