Object-scene harmony evaluation on DreamEditBench
97.23ChatGPT-5 Preference RateTIGIC
Evaluation results
| Method | Links | |
|---|---|---|
| TIGICCategory=tuning-free2026.02 | 97.23 | |
| Paint-by-ExampleCategory=learning-based2026.02 | 94.44 | |
| MimicBrushCategory=learning-based2026.02 | 91.67 | |
| PhotoSwapCategory=test-time tuning2026.02 | 88.89 | |
| InstantSwapCategory=test-time tuning2026.02 | 86.12 | |
| SwapAnythingCategory=test-time tuning2026.02 | 86.12 | |
| AnyDoorCategory=learning-based2026.02 | 83.33 | |
| Diptych PromptingCategory=tuning-free2026.02 | 62.86 |