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Training-based Mimicry Defense on TI, DB, CelebA-HQ, VGGFace2, WikiArt Average

13.9FID

RandomNoise

Updated 1mo ago

Evaluation Results

Method	Links
RandomNoise 2026.06		13.9	27.85	0.9
LDS 2026.06		17.48	27.99	0.87
RandomNoise 2026.06		22.15	29.16	0.88
DiffGuard 2026.06		23.07	28.11	0.87
LDS 2026.06		23.55	28.77	0.84
PhotoGuard 2026.06		27.69	28.11	0.84
PID 2026.06		30.91	28.27	0.83
DiffGuard 2026.06		31.29	29.65	0.84
PhotoGuard 2026.06		32.18	29.2	0.83
SimAC 2026.06		33.71	27.9	0.85
PID 2026.06		34.14	29.26	0.82
MetaCloak 2026.06		41.26	27.87	0.84
SDST 2026.06		41.85	27.79	0.81
MetaCloak 2026.06		44.03	29.09	0.81
SimAC 2026.06		44.75	29.19	0.82
LDMR 2026.06		45.18	27.74	0.81
AdvDM 2026.06		46.56	28.13	0.82
LDMR 2026.06		46.7	29.03	0.79
SDST 2026.06		48.09	28.2	0.79
Pretender 2026.06		49.37	27.88	0.82
DisDiff 2026.06		50.04	27.77	0.82
AntiDiff 2026.06		51.96	27.71	0.83
EUDP 2026.06		53.14	27.87	0.82
AdvDM 2026.06		53.27	29.18	0.8
AntiDiff 2026.06		55.37	28.97	0.79
CAAT 2026.06		56.65	27.74	0.81
Pretender 2026.06		56.95	28.98	0.79
Smooth 2026.06		65.96	28.68	0.78
AntiDB 2026.06		67.59	27.36	0.81
CAAT 2026.06		67.9	28.73	0.77
GAPDiff 2026.06		68.72	26.66	0.78
AntiDB 2026.06		69.32	28.49	0.77
GoodAC 2026.06		70.63	28.38	0.77
HAAD 2026.06		70.95	28.56	0.76
DisDiff 2026.06		71.97	28.75	0.77
PAP 2026.06		72.26	28.36	0.76
GoodAC 2026.06		72.68	27.25	0.8
HAAD 2026.06		74.6	27.72	0.8
EUDP 2026.06		76.59	28.62	0.76
PAP 2026.06		80.06	27.35	0.8
Glaze 2026.06		93.88	25.94	0.75
NightShade 2026.06		95.48	25.83	0.75
MIST 2026.06		95.74	25.96	0.75
ACE 2026.06		97.04	25.78	0.74
GAPDiff 2026.06		103.96	26.47	0.71
Smooth 2026.06		113.44	27.09	0.78
Glaze 2026.06		138.8	24.57	0.69
NightShade 2026.06		140.97	24.58	0.69
MIST 2026.06		143.17	24.53	0.69
ACE 2026.06		146.22	24.52	0.69
VOID 2026.06		365.37	19.45	0.51
VOID 2026.06		404.94	20.08	0.53