Image Immunization on InstructPix2Pix INS (test)
17.84PSNRPGD
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| PGDEnhancement=None2025.12 | 17.84 | 0.6658 | 0.3157 | 0.2408 | 0.8233 | |
| PGD + TDAEEnhancement=TDAE2025.12 | 16.79 | 0.6038 | 0.3801 | 0.2077 | 0.8146 | |
| SAEnhancement=None2025.12 | 16.57 | 0.5982 | 0.3966 | 0.1913 | 0.7985 | |
| MISTEnhancement=None2025.12 | 16.51 | 0.6004 | 0.3675 | 0.2166 | 0.7927 | |
| PGEEnhancement=None2025.12 | 16.15 | 0.5945 | 0.3801 | 0.1858 | 0.7849 | |
| ACEEnhancement=None2025.12 | 16.12 | 0.5993 | 0.3686 | 0.2026 | 0.7872 | |
| PGE + FDMEnhancement=FDM2025.12 | 15.49 | 0.5743 | 0.3982 | 0.1764 | 0.7715 | |
| MIST + TDAEEnhancement=TDAE2025.12 | 15.39 | 0.5847 | 0.3961 | 0.2039 | 0.776 | |
| SA + TDAEEnhancement=TDAE2025.12 | 15.32 | 0.5711 | 0.4396 | 0.1789 | 0.7794 | |
| ACE + TDAEEnhancement=TDAE2025.12 | 15.24 | 0.5828 | 0.4161 | 0.184 | 0.7681 |