| Columbia | IFDL-VLM | IoU77 | | 28 | 1mo ago |
| Korus | blank-canvas | mIoU27 | | 22 | 1mo ago |
| DSO | blank-canvas | IoU55 | | 22 | 1mo ago |
| NIST | EditGuard | IoU35 | | 22 | 1mo ago |
| IMD 2020 | blank-canvas | IoU58 | | 22 | 1mo ago |
| CASIA 1+ | blank-canvas | IoU62 | | 22 | 1mo ago |
| COCO Stable Diffusion edited (test) | NOWA | F1 Score99.3 | | 14 | 1mo ago |
| COCO Splicing (test) | EditGuard | F1 Score92.8 | | 14 | 1mo ago |
| COCO Controlnet Inpaint (test) | EditGuard | F1 Score95.8 | | 14 | 1mo ago |
| COCO Stable Diffusion Inpaint (test) | OmniGuard | F1 Score0.961 | | 14 | 1mo ago |
| MMTD-Set Average | IFDL-VLM | IoU47 | | 12 | 1mo ago |
| AIGC-Editing | SIDA | IoU53 | | 12 | 1mo ago |
| DeepFake | IFDL-VLM | IoU39 | | 12 | 1mo ago |
| CelebA-HQ Splicing (1,000 images) | StableGuard | F1 Score99.7 | | 11 | 23d ago |
| CelebA-HQ HD-painter | VeriFi | F1 Score97.5 | | 11 | 23d ago |
| CelebA-HQ SD Inpainting (1,000 images) | VeriFi | F1 Score94.6 | | 11 | 23d ago |
| COCO Lama edited (test) | EditGuard | F1 Score96.5 | | 7 | 1mo ago |
| COCO RePaint edited (test) | NOWA | F1 Score97.4 | | 7 | 1mo ago |
| COCO ControlNet edited (test) | NOWA | F1 Score0.992 | | 7 | 1mo ago |
| CASIA v1 | SIDA | IoU37.6 | | 6 | 1mo ago |
| FSE-Set | FOCA | IoU48.6 | | 6 | 1mo ago |
| Lama | EditGuard | F1 Score96.5 | | 6 | 1mo ago |
| RePaint | EditGuard | F1 Score96.7 | | 6 | 1mo ago |
| SDXL | Ours | F1 Score97 | | 6 | 1mo ago |
| ControlNet | Ours | F1 Score0.973 | | 6 | 1mo ago |
