Image Immunization on InstructPix2Pix (Unseen Prompts)
17.12PSNRED
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| EDTarget Model=InstructPix2Pix2025.12 | 17.12 | 0.6235 | 0.3823 | 0.2243 | 0.7999 | — | |
| EDPrompt Condition=Unseen Prompts2025.12 | 16.99 | 0.6131 | 0.3703 | 0.237 | 0.7968 | 36 | |
| PhotoGDPrompt Condition=Unseen Prompts2025.12 | 16.91 | 0.6122 | 0.3769 | 0.2281 | 0.7963 | 55 | |
| ACEPrompt Condition=Unseen Prompts2025.12 | 16.42 | 0.5784 | 0.4159 | 0.1927 | 0.7795 | 44 | |
| MISTTarget Model=InstructPix2Pix2025.12 | 16.38 | 0.5832 | 0.4367 | 0.1877 | 0.7815 | — | |
| MISTPrompt Condition=Unseen Prompts2025.12 | 16.31 | 0.5755 | 0.4192 | 0.1985 | 0.7791 | 42 | |
| ACETarget Model=InstructPix2Pix2025.12 | 16.19 | 0.5798 | 0.4343 | 0.177 | 0.7799 | — | |
| SAPrompt Condition=Unseen Prompts2025.12 | 16.15 | 0.5719 | 0.421 | 0.1923 | 0.7775 | 46 | |
| PhotoGEPrompt Condition=Unseen Prompts2025.12 | 16.02 | 0.5699 | 0.426 | 0.1943 | 0.7773 | 51 | |
| SATarget Model=InstructPix2Pix2025.12 | 15.97 | 0.5748 | 0.4398 | 0.1788 | 0.7786 | — | |
| PGDTarget Model=InstructPix2Pix2025.12 | 15.9 | 0.5763 | 0.4366 | 0.1787 | 0.7744 | — | |
| SDSPrompt Condition=Unseen Prompts2025.12 | 15.8 | 0.5469 | 0.4444 | 0.1703 | 0.7585 | 52 | |
| SDSTarget Model=InstructPix2Pix2025.12 | 15.78 | 0.5691 | 0.4496 | 0.1763 | 0.7738 | — | |
| PGETarget Model=InstructPix2Pix2025.12 | 15.65 | 0.5565 | 0.4487 | 0.1668 | 0.7677 | — | |
| SIFMPrompt Condition=Unseen Prompts2025.12 | 15.11 | 0.5296 | 0.4595 | 0.1691 | 0.7433 | 68 | |
| DANPTarget Model=InstructPix2Pix2025.12 | 14.99 | 0.5498 | 0.4651 | 0.152 | 0.7611 | — |