Background Image Editing on AnyEdit (test)
0.831CLIP Similarity (Image)EditMGT
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| EditMGT2025.12 | 0.831 | — | 0.162 | 0.654 | |
| UltraEditBackbone=SD32025.12 | 0.825 | — | 0.176 | 0.642 | |
| AnyEdit2025.12 | 0.825 | — | 0.169 | 0.643 | |
| HIVEc2025.12 | 0.822 | 0.294 | 0.177 | 0.777 | |
| AnyEdit2025.12 | 0.819 | 0.3 | 0.169 | 0.744 | |
| MagicBrush2025.12 | 0.819 | — | 0.189 | 0.622 | |
| EditMGT2025.12 | 0.815 | 0.297 | 0.178 | 0.753 | |
| HIVEc2025.12 | 0.809 | — | 0.18 | 0.627 | |
| UltraEditBackbone=SD32025.12 | 0.79 | 0.293 | 0.181 | 0.701 | |
| HIVEw2025.12 | 0.784 | — | 0.202 | 0.572 | |
| HIVEw2025.12 | 0.764 | 0.28 | 0.202 | 0.635 | |
| InstructPix2Pix2025.12 | 0.762 | — | 0.212 | 0.538 | |
| Null-Text2025.12 | 0.755 | 0.285 | 0.251 | 0.617 | |
| MagicBrush2025.12 | 0.739 | 0.268 | 0.233 | 0.529 | |
| InstructPix2Pix2025.12 | 0.68 | 0.259 | 0.221 | 0.411 |