Local Image Editing (appearance) on AnyEdit (test)
87.7CLIP Similarity (Input)AnyEdit
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| AnyEdit2025.12 | 87.7 | 30.9 | 0.051 | 84 | |
| EditMGT2025.12 | 87.2 | 31.5 | 0.076 | 85.2 | |
| HIVEcvariant=c2025.12 | 86.4 | 30.9 | 0.105 | 79.5 | |
| MagicBrush2025.12 | 84.3 | 31.9 | 0.084 | 73.9 | |
| HIVEwvariant=w2025.12 | 81.9 | 31.3 | 0.147 | 69 | |
| UltraEditbackbone=SD32025.12 | 81.7 | 32 | 0.1 | 72.9 | |
| Null-Text2025.12 | 78.5 | 28.5 | 0.239 | 67.5 | |
| InstructPix2Pix2025.12 | 77 | 30.8 | 0.16 | 59.3 |