| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| General Image Editing | FlashEdit | Speedup150.84 | 12 | 1mo ago | |
| PIE-Bench 700 images | SAVAREdit | Structure Distance0.0225 | 9 | 18d ago | |
| PIE-Bench (test) | FusionEdit | Structure Distance14,520 | 8 | 1mo ago | |
| Image Editing and Reconstruction (test) | Structure Distance16.22 | 7 | 1mo ago | ||
| StableDiffusion Evaluation Set 3 | Gradient Ascent | CLIPScore0.3567 | 6 | 1mo ago | |
| CelebA-HQ | Gradient Ascent | CLIP0.3567 | 6 | 1mo ago | |
| User Study | FlowDC | SA78.67 | 6 | 1mo ago | |
| Image Editing (test) | MagicBrush | Text Following88.33 | 6 | 1mo ago | |
| User Study 50 images | Trajectory Optimization Control | Reward Alignment3.67 | 5 | 1mo ago | |
| SECOND-CC (test) | RSEditDiT | SC4.6 | 4 | 1mo ago | |
| LEVIR-CC (test) | InstructPix2Pix | SC4.98 | 4 | 1mo ago | |
| Custom Scene-Prompt 2,125 scene-prompt pairs (test) | Ours | G2.5F-SA9.811 | 4 | 1mo ago |
