Image Immunization on InstructPix2Pix Original Prompt
19.04PSNRED
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| EDPrompt Condition=Original Prompt2025.12 | 19.04 | 0.7239 | 0.307 | 0.3108 | 0.8469 | 48 | |
| EDTarget Model=InstructPix2Pix2025.12 | 18.71 | 0.7157 | 0.3152 | 0.3101 | 0.8448 | — | |
| PhotoGDPrompt Condition=Original Prompt2025.12 | 17.83 | 0.6658 | 0.3157 | 0.2408 | 0.8233 | 69 | |
| ACEPrompt Condition=Original Prompt2025.12 | 17.01 | 0.6219 | 0.4258 | 0.1989 | 0.7963 | 68 | |
| ACETarget Model=InstructPix2Pix2025.12 | 16.89 | 0.621 | 0.4307 | 0.2054 | 0.8019 | — | |
| SAPrompt Condition=Original Prompt2025.12 | 16.53 | 0.5961 | 0.3986 | 0.1939 | 0.8014 | 66 | |
| MISTPrompt Condition=Original Prompt2025.12 | 16.34 | 0.6265 | 0.442 | 0.2283 | 0.7943 | 64 | |
| PGDTarget Model=InstructPix2Pix2025.12 | 16.28 | 0.6221 | 0.4225 | 0.2115 | 0.7956 | — | |
| SATarget Model=InstructPix2Pix2025.12 | 16.17 | 0.6045 | 0.4626 | 0.1986 | 0.7973 | — | |
| PhotoGEPrompt Condition=Original Prompt2025.12 | 16.15 | 0.5945 | 0.3801 | 0.1858 | 0.7849 | 75 | |
| MISTTarget Model=InstructPix2Pix2025.12 | 16.12 | 0.6072 | 0.4566 | 0.2078 | 0.799 | — | |
| PGETarget Model=InstructPix2Pix2025.12 | 15.75 | 0.5586 | 0.4652 | 0.1875 | 0.7691 | — | |
| SDSTarget Model=InstructPix2Pix2025.12 | 15.45 | 0.5951 | 0.4791 | 0.1776 | 0.7814 | — | |
| SDSPrompt Condition=Original Prompt2025.12 | 15.4 | 0.5954 | 0.4457 | 0.1836 | 0.7669 | 69 | |
| SIFMPrompt Condition=Original Prompt2025.12 | 14.94 | 0.533 | 0.4497 | 0.1584 | 0.7253 | 83 | |
| DANPTarget Model=InstructPix2Pix2025.12 | 14.67 | 0.5487 | 0.4861 | 0.1764 | 0.7519 | — |