Untargeted White-Box Attack Performance on VGG-19 Model benchmark leaderboard · SOTA2 Research

Untargeted White-Box Attack Performance on VGG-19 Model

47Latency (s)PGD

Evaluation Results

Method	Links
PGD2025.03		47	100	0.031	8.47	33.23	0.8771	43.15	0.0508	53.51
AdvDrop2025.03		268	97.5	0.062	3.23	41.79	0.9867	5.9	0.0061	54.93
SSAH2025.03		948	85.5	0.027	2.35	44.62	0.992	4.25	0.0017	55.45
AdvAD-X2025.03		1,967	99.9	0.001	0.32	64.76	0.9997	0.27	0.0001	56.56
NCF2025.03		3,288	92.8	0.794	75.21	14.77	0.6391	57.45	0.3077	49.27
AdvAD2025.03		4,370	99.5	0.009	1.05	52.13	0.9979	2.62	0.0005	56.31
DiffPGD2025.03		5,770	93.9	0.246	11.46	30.93	0.8888	20.72	0.0317	55.23
PerC-AL2025.03		8,671	100	0.142	2.12	45.92	0.9885	10.78	0.0028	55.91
DiffAttack2025.03		34,163	97	0.769	31.92	22.23	0.6632	59.08	0.1235	57.22
ACA2025.03		83,123	93.4	0.832	51.22	18.22	0.5767	66.78	0.3277	55.61