Anti-personalization on VGGFace2 Prompt Matching (test)
0.771FDFRCAP
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| CAPGeneration Prompt=a photo of sks person, Resolution=512 x 512, Noise step size (alpha)=0.005, Adversarial noise strength (eta)=0.052025.04 | 0.771 | 0.081 | 0.453 | 0.049 | |
| PAPGeneration Prompt=a photo of sks person, Resolution=512 x 512, Noise step size (alpha)=0.005, Adversarial noise strength (eta)=0.052025.04 | 0.736 | 0.082 | 0.479 | 0.05 | |
| SimACGeneration Prompt=a photo of sks person, Resolution=512 x 512, Noise step size (alpha)=0.005, Adversarial noise strength (eta)=0.052025.04 | 0.623 | 0.145 | 0.442 | 0.056 | |
| CAATGeneration Prompt=a photo of sks person, Resolution=512 x 512, Noise step size (alpha)=0.005, Adversarial noise strength (eta)=0.052025.04 | 0.543 | 0.173 | 0.526 | 0.056 | |
| DisDiffGeneration Prompt=a photo of sks person, Resolution=512 x 512, Noise step size (alpha)=0.005, Adversarial noise strength (eta)=0.052025.04 | 0.475 | 0.23 | 0.539 | 0.065 | |
| ASPLGeneration Prompt=a photo of sks person, Resolution=512 x 512, Noise step size (alpha)=0.005, Adversarial noise strength (eta)=0.052025.04 | 0.436 | 0.178 | 0.521 | 0.056 | |
| FSMGGeneration Prompt=a photo of sks person, Resolution=512 x 512, Noise step size (alpha)=0.005, Adversarial noise strength (eta)=0.052025.04 | 0.394 | 0.194 | 0.543 | 0.058 | |
| ACEGeneration Prompt=a photo of sks person, Resolution=512 x 512, Noise step size (alpha)=0.005, Adversarial noise strength (eta)=0.052025.04 | 0.356 | 0.162 | 0.656 | 0.058 | |
| AdvDMGeneration Prompt=a photo of sks person, Resolution=512 x 512, Noise step size (alpha)=0.005, Adversarial noise strength (eta)=0.052025.04 | 0.319 | 0.171 | 0.605 | 0.151 |