Anti-personalization on CelebA-HQ Prompt Mismatching (test)
3.3FDFRAdvDM
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| AdvDMGeneration Prompt=a dslr portrait of sks person, Resolution=512 x 512, Noise step size (alpha)=0.005, Adversarial noise strength (eta)=0.052025.04 | 3.3 | 33.3 | 73.2 | 14.1 | |
| ACEGeneration Prompt=a dslr portrait of sks person, Resolution=512 x 512, Noise step size (alpha)=0.005, Adversarial noise strength (eta)=0.052025.04 | 10.3 | 17.7 | 67 | 6.8 | |
| CAATGeneration Prompt=a dslr portrait of sks person, Resolution=512 x 512, Noise step size (alpha)=0.005, Adversarial noise strength (eta)=0.052025.04 | 10.7 | 32.2 | 64.4 | 9.5 | |
| FSMGGeneration Prompt=a dslr portrait of sks person, Resolution=512 x 512, Noise step size (alpha)=0.005, Adversarial noise strength (eta)=0.052025.04 | 10.9 | 30.5 | 66.6 | 10.1 | |
| ASPLGeneration Prompt=a dslr portrait of sks person, Resolution=512 x 512, Noise step size (alpha)=0.005, Adversarial noise strength (eta)=0.052025.04 | 11.5 | 32 | 62.3 | 9.3 | |
| PAPGeneration Prompt=a dslr portrait of sks person, Resolution=512 x 512, Noise step size (alpha)=0.005, Adversarial noise strength (eta)=0.052025.04 | 13.6 | 32 | 57.6 | 8.8 | |
| DisDiffGeneration Prompt=a dslr portrait of sks person, Resolution=512 x 512, Noise step size (alpha)=0.005, Adversarial noise strength (eta)=0.052025.04 | 58.8 | 12.8 | 41.8 | 4.4 | |
| SimACGeneration Prompt=a dslr portrait of sks person, Resolution=512 x 512, Noise step size (alpha)=0.005, Adversarial noise strength (eta)=0.052025.04 | 84.4 | 3.7 | 38.3 | 3.7 | |
| CAPGeneration Prompt=a dslr portrait of sks person, Resolution=512 x 512, Noise step size (alpha)=0.005, Adversarial noise strength (eta)=0.052025.04 | 87.6 | 2.9 | 39.6 | 3.9 |