Adversarial Purification on CelebA-HQ benchmark leaderboard · SOTA2 Research

Adversarial Purification on CelebA-HQ

0.09FDFRUDAP

Evaluation Results

Method	Links
UDAP2026.01		0.09	0.62	0.72	17.53	142.54	4.21
No Purification2026.01		0.09	0.63	0.74	18.36	142.38	4.34
DiffPure2026.01		0.1	0.56	0.67	25.64	224.33	4.53
UDAP2026.01		0.11	0.61	0.73	20.42	163.25	4.24
GridPure2026.01		0.11	0.58	0.66	22.83	185.72	4.35
GridPure2026.01		0.11	0.58	0.69	22.75	158.54	4.74
No Purification2026.01		0.12	0.51	0.63	33.72	273.37	4.93
UDAP2026.01		0.14	0.57	0.59	21.45	185.72	4.38
DiffPure2026.01		0.14	0.58	0.66	26.48	205.82	4.48
GridPure2026.01		0.21	0.48	0.46	25.29	205.62	4.46
UDAP2026.01		0.22	0.51	0.64	25.08	202.67	4.56
DiffPure2026.01		0.24	0.42	0.42	29.93	238.52	4.54
UDAP2026.01		0.24	0.53	0.58	30.36	264.81	4.49
GridPure2026.01		0.33	0.46	0.56	27.32	235.11	4.62
DiffPure2026.01		0.46	0.33	0.55	29.5	356.22	4.57
GridPure2026.01		0.48	0.35	0.51	34.52	325.74	4.64
DiffPure2026.01		0.54	0.31	0.44	35.15	332.52	4.62
No Purification2026.01		0.55	0.4	0.38	38.24	342.36	5.58
No Purification2026.01		0.59	0.25	0.45	39.46	257.98	5.82
No Purification2026.01		0.73	0.03	0.08	47.38	404.82	5.88
No Purification2026.01		0.87	0.02	0.06	48.24	414.35	5.96