| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Image Immunization | InstructPix2Pix (Unseen Prompts) | PSNR17.12 | 16 | |
| Image Immunization | InstructPix2Pix Original Prompt | PSNR19.04 | 16 | |
| Immunization against image editing | SD14 to InstructPix2Pix Cross-model transfer | PSNR18.33 | 10 | |
| Image Immunization | InstructPix2Pix INS (test) | PSNR17.84 | 10 | |
| Image Immunization | InstructPix2Pix | Feat. Sim. (C)0.81 | 7 | |
| Image Immunization | InstructPix2Pix (test) | Feat. Sim. (CLIP)0.81 | 7 | |
| Image Editing | InstructPix2Pix 1.0 (train) | CLIPScore0.308 | 6 | |
| Universal Image Immunization | InstructPix2Pix | Feat. Sim. (C)0.81 | 6 | |
| Image Analogy Generation | InstructPix2Pix (test) | CLIP Directional Score0.2 | 6 | |
| Text-based Image Editing | InstructPix2Pix random subset of 200 pairs | LPIPS0.24 | 3 | |
| Tampering Detection and Localization | InstructPix2Pix | O-ACC100 | 2 |