Image Immunization on Stable Diffusion V1.4
0.743Feat. Sim. (C)Clean
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| CleanImmunization Type=None2026.02 | 0.743 | — | — | — | — | — | 0.531 | |
| ESImmunization Type=Image-specific, Surrogate Model=Stable Diffusion V1.52026.02 | 0.704 | 16.24 | 0.408 | 0.141 | 0.691 | 0.51 | 0.426 | |
| SAImmunization Type=Image-specific, Surrogate Model=Stable Diffusion V1.52026.02 | 0.701 | 14.91 | 0.336 | 0.088 | 0.666 | 0.549 | 0.445 | |
| OursDFImmunization Type=Universal, Surrogate Model=Stable Diffusion V1.52026.02 | 0.687 | 15.6 | 0.467 | 0.146 | 0.702 | 0.509 | 0.374 | |
| DAImmunization Type=Image-specific, Surrogate Model=Stable Diffusion V1.52026.02 | 0.675 | 15.54 | 0.457 | 0.143 | 0.695 | 0.507 | 0.37 | |
| OursImmunization Type=Universal, Surrogate Model=Stable Diffusion V1.52026.02 | 0.675 | 14.18 | 0.332 | 0.083 | 0.642 | 0.604 | 0.346 | |
| EAImmunization Type=Image-specific, Surrogate Model=Stable Diffusion V1.52026.02 | 0.663 | 15.46 | 0.444 | 0.119 | 0.664 | 0.545 | 0.335 |