Image Immunization on Stable Diffusion v1.5 (test)
16.28PSNRSA
Evaluation results
| Method | Links | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| SAMethod Category=Image-specific, Setting=White-box2026.02 | 16.28 | 0.431 | 0.138 | 0.714 | 0.49 | 0.705 | 0.447 | 55.66 | 9.08 | |
| ESMethod Category=Image-specific, Setting=White-box2026.02 | 16.04 | 0.335 | 0.106 | 0.691 | 0.553 | 0.684 | 0.387 | 10.48 | 7.02 | |
| EAMethod Category=Image-specific, Setting=White-box2026.02 | 14.75 | 0.386 | 0.088 | 0.637 | 0.584 | 0.677 | 0.373 | 8.01 | 6.51 | |
| DAMethod Category=Image-specific, Setting=White-box2026.02 | 14.71 | 0.382 | 0.106 | 0.66 | 0.552 | 0.662 | 0.333 | 212.46 | 30.84 | |
| Universal Semantic Injection (Data-free)Method Category=Universal, Setting=White-box, Data-free=true2026.02 | 14.68 | 0.378 | 0.106 | 0.666 | 0.557 | 0.685 | 0.376 | 0 | 0 | |
| Universal Semantic InjectionMethod Category=Universal, Setting=White-box, Data-free=false2026.02 | 14.19 | 0.332 | 0.082 | 0.642 | 0.606 | 0.67 | 0.345 | 0 | 0 |