| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Image Composition | DreamEditBench (220) | CLIP-I0.8183 | 14 | |
| Object Swapping | DreamEditBench (test) | Object Fidelity3.98 | 9 | |
| Object-scene harmony evaluation | DreamEditBench | ChatGPT-5 Preference Rate97.23 | 8 | |
| Subject Swapping | DreamEditBench | DINO Subject Score0.6433 | 8 | |
| Compositional Image Generation | DreamEditBench 220 | CLIP-I0.8125 | 6 |