Image Immunization on SD14 to InstructPix2Pix Cross-model transfer
18.33PSNRPGD
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| PGD2025.12 | 18.33 | 0.6795 | 0.3037 | 0.2693 | 0.8317 | |
| SA2025.12 | 17.69 | 0.6182 | 0.3927 | 0.2015 | 0.8171 | |
| PGD + TDAEenhancement=TDAE2025.12 | 17.67 | 0.6506 | 0.3537 | 0.2331 | 0.8237 | |
| MIST2025.12 | 17.04 | 0.6337 | 0.3283 | 0.2494 | 0.7982 | |
| SA + TDAEenhancement=TDAE2025.12 | 16.86 | 0.6011 | 0.4056 | 0.1936 | 0.8026 | |
| PGE2025.12 | 16.83 | 0.6284 | 0.3647 | 0.1982 | 0.8055 | |
| ACE2025.12 | 16.68 | 0.627 | 0.3649 | 0.2226 | 0.8366 | |
| MIST + TDAEenhancement=TDAE2025.12 | 16.3 | 0.6196 | 0.3331 | 0.2303 | 0.7907 | |
| PGE + FDMenhancement=FDM2025.12 | 16.2 | 0.5927 | 0.3821 | 0.1896 | 0.7914 | |
| ACE + TDAEenhancement=TDAE2025.12 | 15.92 | 0.6045 | 0.3907 | 0.2 | 0.8177 |