Local Image Editing (textual) on AnyEdit (test)
0.854CLIP Similarity (Input)UltraEdit
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| UltraEditbackbone=SD32025.12 | 0.854 | 0.344 | 0.127 | 0.89 | |
| HIVEcvariant=c2025.12 | 0.807 | 0.319 | 0.129 | 0.871 | |
| HIVEwvariant=w2025.12 | 0.801 | 0.318 | 0.139 | 0.838 | |
| EditMGT2025.12 | 0.773 | 0.304 | 0.144 | 0.887 | |
| Null-Text2025.12 | 0.764 | 0.305 | 0.275 | 0.764 | |
| AnyEdit2025.12 | 0.763 | 0.303 | 0.136 | 0.8 | |
| MagicBrush2025.12 | 0.759 | 0.312 | 0.157 | 0.774 | |
| InstructPix2Pix2025.12 | 0.744 | 0.298 | 0.19 | 0.694 |