Image Immunization on Stable Diffusion V2.0
0.694Feat. Sim. (C)Clean
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| CleanImmunization Type=None2026.02 | 0.694 | — | — | — | — | — | 0.408 | |
| SAImmunization Type=Image-specific, Surrogate Model=Stable Diffusion V1.52026.02 | 0.656 | 12.79 | 0.271 | 0.06 | 0.632 | 0.626 | 0.307 | |
| ESImmunization Type=Image-specific, Surrogate Model=Stable Diffusion V1.52026.02 | 0.651 | 13.74 | 0.317 | 0.092 | 0.608 | 0.593 | 0.303 | |
| OursDFImmunization Type=Universal, Surrogate Model=Stable Diffusion V1.52026.02 | 0.629 | 13.22 | 0.314 | 0.085 | 0.608 | 0.597 | 0.224 | |
| DAImmunization Type=Image-specific, Surrogate Model=Stable Diffusion V1.52026.02 | 0.628 | 12.73 | 0.304 | 0.085 | 0.586 | 0.611 | 0.21 | |
| OursImmunization Type=Universal, Surrogate Model=Stable Diffusion V1.52026.02 | 0.616 | 12.17 | 0.24 | 0.057 | 0.555 | 0.66 | 0.191 | |
| EAImmunization Type=Image-specific, Surrogate Model=Stable Diffusion V1.52026.02 | 0.606 | 12.48 | 0.298 | 0.074 | 0.558 | 0.634 | 0.188 |