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ResearchFormerly WizWand

Image Reconstruction on CelebA-HQ (FDFR, ISM, FID)

0.036FDFRw/o atk
0.0293760.0740880.11880.163512Jun 6, 2026
Updated 5mo ago

Evaluation results

MethodLinks
w/o atkProtection Method=PhotoGuard2026.060.0360.3157210.4718
IMPRESSProtection Method=AdvDM2026.060.040.2831235.0939
IMPRESSProtection Method=Anti-DreamBooth2026.060.06840.36312.9439
Gaussian NoiseProtection Method=PhotoGuard2026.060.08120.4365178.0133
Gaussian NoiseProtection Method=Anti-DreamBooth2026.060.08280.436186.5673
w/o atkProtection Method=AdvDM2026.060.08360.2464236.9997
Gaussian NoiseProtection Method=AdvDM2026.060.08710.3435206.6206
IMPRESSProtection Method=PhotoGuard2026.060.08960.3272189.2289
TS-LFOProtection Method=Anti-DreamBooth2026.060.09880.4518167.7494
TS-LFOProtection Method=PhotoGuard2026.060.10120.4487171.6785
DiffPureProtection Method=PhotoGuard2026.060.10240.4279198.0258
TS-LFOProtection Method=None2026.060.10290.48169.3565
GrIDPureProtection Method=Anti-DreamBooth2026.060.10360.4462201.7735
TS-LFOProtection Method=DisDiff2026.060.10560.4668165.8559
TS-LFOProtection Method=SimAC2026.060.1060.4496170.1528
Gaussian NoiseProtection Method=DisDiff2026.060.10670.4566176.6461
Gaussian NoiseProtection Method=SimAC2026.060.10760.4159182.4842
TS-LFOProtection Method=AdvDM2026.060.10840.3686181.3351
DiffPureProtection Method=SimAC2026.060.11040.4202205.4967
DiffPureProtection Method=Anti-DreamBooth2026.060.1140.4281202.8343
IMPRESSProtection Method=DisDiff2026.060.12040.4406184.1842
IMPRESSProtection Method=SimAC2026.060.12760.3235307.9065
GrIDPureProtection Method=SimAC2026.060.1340.4457201.4953
w/o atkProtection Method=None2026.060.14080.465172.4161
GrIDPureProtection Method=DisDiff2026.060.14760.4405193.5929
DiffPureProtection Method=DisDiff2026.060.15280.4111194.3153
w/o atkProtection Method=Anti-DreamBooth2026.060.15440.2563364.3047
DiffPureProtection Method=AdvDM2026.060.1580.3618193.7353
w/o atkProtection Method=DisDiff2026.060.16360.4266175.0311
GrIDPureProtection Method=PhotoGuard2026.060.16720.4101183.0769
GrIDPureProtection Method=AdvDM2026.060.17360.3395184.0426
w/o atkProtection Method=SimAC2026.060.20160.2843306.7834