Image Reconstruction on CelebA-HQ (FDFR, ISM, FID)
0.036FDFRw/o atk
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| w/o atkProtection Method=PhotoGuard2026.06 | 0.036 | 0.3157 | 210.4718 | |
| IMPRESSProtection Method=AdvDM2026.06 | 0.04 | 0.2831 | 235.0939 | |
| IMPRESSProtection Method=Anti-DreamBooth2026.06 | 0.0684 | 0.36 | 312.9439 | |
| Gaussian NoiseProtection Method=PhotoGuard2026.06 | 0.0812 | 0.4365 | 178.0133 | |
| Gaussian NoiseProtection Method=Anti-DreamBooth2026.06 | 0.0828 | 0.436 | 186.5673 | |
| w/o atkProtection Method=AdvDM2026.06 | 0.0836 | 0.2464 | 236.9997 | |
| Gaussian NoiseProtection Method=AdvDM2026.06 | 0.0871 | 0.3435 | 206.6206 | |
| IMPRESSProtection Method=PhotoGuard2026.06 | 0.0896 | 0.3272 | 189.2289 | |
| TS-LFOProtection Method=Anti-DreamBooth2026.06 | 0.0988 | 0.4518 | 167.7494 | |
| TS-LFOProtection Method=PhotoGuard2026.06 | 0.1012 | 0.4487 | 171.6785 | |
| DiffPureProtection Method=PhotoGuard2026.06 | 0.1024 | 0.4279 | 198.0258 | |
| TS-LFOProtection Method=None2026.06 | 0.1029 | 0.48 | 169.3565 | |
| GrIDPureProtection Method=Anti-DreamBooth2026.06 | 0.1036 | 0.4462 | 201.7735 | |
| TS-LFOProtection Method=DisDiff2026.06 | 0.1056 | 0.4668 | 165.8559 | |
| TS-LFOProtection Method=SimAC2026.06 | 0.106 | 0.4496 | 170.1528 | |
| Gaussian NoiseProtection Method=DisDiff2026.06 | 0.1067 | 0.4566 | 176.6461 | |
| Gaussian NoiseProtection Method=SimAC2026.06 | 0.1076 | 0.4159 | 182.4842 | |
| TS-LFOProtection Method=AdvDM2026.06 | 0.1084 | 0.3686 | 181.3351 | |
| DiffPureProtection Method=SimAC2026.06 | 0.1104 | 0.4202 | 205.4967 | |
| DiffPureProtection Method=Anti-DreamBooth2026.06 | 0.114 | 0.4281 | 202.8343 | |
| IMPRESSProtection Method=DisDiff2026.06 | 0.1204 | 0.4406 | 184.1842 | |
| IMPRESSProtection Method=SimAC2026.06 | 0.1276 | 0.3235 | 307.9065 | |
| GrIDPureProtection Method=SimAC2026.06 | 0.134 | 0.4457 | 201.4953 | |
| w/o atkProtection Method=None2026.06 | 0.1408 | 0.465 | 172.4161 | |
| GrIDPureProtection Method=DisDiff2026.06 | 0.1476 | 0.4405 | 193.5929 | |
| DiffPureProtection Method=DisDiff2026.06 | 0.1528 | 0.4111 | 194.3153 | |
| w/o atkProtection Method=Anti-DreamBooth2026.06 | 0.1544 | 0.2563 | 364.3047 | |
| DiffPureProtection Method=AdvDM2026.06 | 0.158 | 0.3618 | 193.7353 | |
| w/o atkProtection Method=DisDiff2026.06 | 0.1636 | 0.4266 | 175.0311 | |
| GrIDPureProtection Method=PhotoGuard2026.06 | 0.1672 | 0.4101 | 183.0769 | |
| GrIDPureProtection Method=AdvDM2026.06 | 0.1736 | 0.3395 | 184.0426 | |
| w/o atkProtection Method=SimAC2026.06 | 0.2016 | 0.2843 | 306.7834 |