Untargeted White-box Attack on Target Model: MobileNet-V2 benchmark leaderboard · SOTA2 Research

Untargeted White-box Attack on Target Model: MobileNet-V2

10Attack Time (s)PGD

Evaluation Results

Method	Links
PGD2025.03		10	99.9	0.031	8.29	33.41	0.8803	34.57	0.05	52
AdvDrop2025.03		116	97.7	0.063	3.16	41.94	0.9873	4.88	0.0064	54.91
SSAH2025.03		265	97.8	0.026	2.18	45.24	0.993	2.94	0.0016	55.78
AdvAD-X2025.03		388	100	0.001	0.24	66.8	0.9998	0.11	0.0001	56.59
AdvAD2025.03		992	99.6	0.008	0.94	53.07	0.9982	1.46	0.0004	56.37
NCF2025.03		2,503	92.5	0.784	76.02	14.69	0.6373	56.23	0.309	49.37
PerC-AL2025.03		3,187	99.8	0.118	2.16	45.67	0.9879	8.77	0.0032	55.59
DiffPGD2025.03		5,941	92.6	0.246	11.43	30.95	0.8887	19.22	0.0309	54.87
DiffAttack2025.03		34,723	98.2	0.739	30.51	22.61	0.6733	55.77	0.1143	56.01
ACA2025.03		83,118	92.8	0.835	50.7	18.3	0.5786	64.9	0.3254	56.17