Untargeted White-Box Attack on WideResNet-50 benchmark leaderboard · SOTA2 Research

Untargeted White-Box Attack on WideResNet-50

42Time (s)PGD

Evaluation Results

Method	Links
PGD2025.03		42	96	0.031	8.2	33.5	0.883	35.594	0.0521	52.43
AdvDrop2025.03		353	96.5	0.062	3.28	41.64	0.9863	6.21	0.006	54.917
SSAH2025.03		738	95.7	0.028	2.21	45.21	0.9933	3.95	0.0015	55.88
AdvAD-X2025.03		1,477	100	0.002	0.38	62.54	0.9996	0.33	0.0001	56.58
NCF2025.03		2,971	89.7	0.777	74.05	14.98	0.6473	56.01	0.2965	49.45
AdvAD2025.03		3,845	99.9	0.01	1.1	51.54	0.9979	2.84	0.0006	56.33
DiffPGD2025.03		5,965	91.4	0.245	11.44	30.95	0.8905	21.24	0.0317	55.16
PerC-AL2025.03		6,655	97.8	0.133	1.91	46.8	0.9906	9.28	0.0025	56.07
DiffAttack2025.03		34,072	95.1	0.747	30.61	22.6	0.6737	54.71	0.1137	55.68
ACA2025.03		84,163	88	0.838	53.17	17.89	0.5619	68.27	0.3442	55.47