Image Immunization on InstructPix2Pix
0.81Feat. Sim. (C)Clean
Evaluation Results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| CleanImmunization Type=None2026.02 | 0.81 | — | — | — | — | — | 0.658 | |
| DAImmunization Type=Image-specific, Surrogate Model=Stable Diffusion V1.52026.02 | 0.788 | 15.89 | 0.409 | 0.134 | 0.755 | 0.533 | 0.643 | |
| EAImmunization Type=Image-specific, Surrogate Model=Stable Diffusion V1.52026.02 | 0.774 | 16.02 | 0.445 | 0.133 | 0.747 | 0.509 | 0.655 | |
| SAImmunization Type=Image-specific, Surrogate Model=Stable Diffusion V1.52026.02 | 0.773 | 17.26 | 0.499 | 0.189 | 0.795 | 0.433 | 0.632 | |
| OursDFImmunization Type=Universal, Surrogate Model=Stable Diffusion V1.52026.02 | 0.752 | 16.06 | 0.474 | 0.164 | 0.76 | 0.464 | 0.552 | |
| OursImmunization Type=Universal, Surrogate Model=Stable Diffusion V1.52026.02 | 0.729 | 15.36 | 0.418 | 0.135 | 0.713 | 0.527 | 0.527 | |
| ESImmunization Type=Image-specific, Surrogate Model=Stable Diffusion V1.52026.02 | 0.721 | 14.77 | 0.396 | 0.128 | 0.702 | 0.529 | 0.522 |