Training-based Mimicry Defense on TI, DB, CelebA-HQ, VGGFace2, WikiArt Average benchmark leaderboard · SOTA2 Research

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

13.9FIDRandomNoise

Evaluation Results

Method	Links
RandomNoise2026.06		13.9	27.85	0.9
LDS2026.06		17.48	27.99	0.87
RandomNoise2026.06		22.15	29.16	0.88
DiffGuard2026.06		23.07	28.11	0.87
LDS2026.06		23.55	28.77	0.84
PhotoGuard2026.06		27.69	28.11	0.84
PID2026.06		30.91	28.27	0.83
DiffGuard2026.06		31.29	29.65	0.84
PhotoGuard2026.06		32.18	29.2	0.83
SimAC2026.06		33.71	27.9	0.85
PID2026.06		34.14	29.26	0.82
MetaCloak2026.06		41.26	27.87	0.84
SDST2026.06		41.85	27.79	0.81
MetaCloak2026.06		44.03	29.09	0.81
SimAC2026.06		44.75	29.19	0.82
LDMR2026.06		45.18	27.74	0.81
AdvDM2026.06		46.56	28.13	0.82
LDMR2026.06		46.7	29.03	0.79
SDST2026.06		48.09	28.2	0.79
Pretender2026.06		49.37	27.88	0.82
DisDiff2026.06		50.04	27.77	0.82
AntiDiff2026.06		51.96	27.71	0.83
EUDP2026.06		53.14	27.87	0.82
AdvDM2026.06		53.27	29.18	0.8
AntiDiff2026.06		55.37	28.97	0.79
CAAT2026.06		56.65	27.74	0.81
Pretender2026.06		56.95	28.98	0.79
Smooth2026.06		65.96	28.68	0.78
AntiDB2026.06		67.59	27.36	0.81
CAAT2026.06		67.9	28.73	0.77
GAPDiff2026.06		68.72	26.66	0.78
AntiDB2026.06		69.32	28.49	0.77
GoodAC2026.06		70.63	28.38	0.77
HAAD2026.06		70.95	28.56	0.76
DisDiff2026.06		71.97	28.75	0.77
PAP2026.06		72.26	28.36	0.76
GoodAC2026.06		72.68	27.25	0.8
HAAD2026.06		74.6	27.72	0.8
EUDP2026.06		76.59	28.62	0.76
PAP2026.06		80.06	27.35	0.8
Glaze2026.06		93.88	25.94	0.75
NightShade2026.06		95.48	25.83	0.75
MIST2026.06		95.74	25.96	0.75
ACE2026.06		97.04	25.78	0.74
GAPDiff2026.06		103.96	26.47	0.71
Smooth2026.06		113.44	27.09	0.78
Glaze2026.06		138.8	24.57	0.69
NightShade2026.06		140.97	24.58	0.69
MIST2026.06		143.17	24.53	0.69
ACE2026.06		146.22	24.52	0.69
VOID2026.06		365.37	19.45	0.51
VOID2026.06		404.94	20.08	0.53