Anti-personalization on VGGFace2 Prompt Mismatching (test)
18.6FDFRAdvDM
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 | 18.6 | 16.5 | 53.9 | 12.3 | |
| 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 | 18.6 | 17 | 59.6 | 6.3 | |
| 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 | 40.4 | 16.6 | 55.5 | 6.2 | |
| 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 | 51 | 14.4 | 54.4 | 5.5 | |
| 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 | 52 | 15.8 | 42.8 | 4.6 | |
| 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 | 63.9 | 10.1 | 54.2 | 4.6 | |
| 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 | 72.8 | 7.4 | 47 | 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 | 83.5 | 4.9 | 39.6 | 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 | 90.6 | 1.8 | 35.1 | 3.4 |