Reference-Guided Image Editing on UniEdit (test)
62.28DINO-IA2-Edit
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| A2-EditMask Type=Rough Mask2026.03 | 62.28 | 77.45 | 0.0897 | 54.62 | 79.3 | |
| A2-EditMask Type=Fine Mask2026.03 | 61.71 | 76.89 | 0.0898 | 57.72 | 82.3 | |
| ACE++Mask Type=Fine Mask2026.03 | 58.13 | 74.7 | 0.1164 | 62.3 | 76 | |
| ACE++Mask Type=Rough Mask2026.03 | 56.68 | 73.66 | 0.1219 | 63.19 | 74.7 | |
| Insert AnythingMask Type=Fine Mask2026.03 | 56.22 | 74.87 | 0.1121 | 59.99 | 78.7 | |
| Insert AnythingMask Type=Rough Mask2026.03 | 56.13 | 73.37 | 0.1243 | 61.48 | 75 | |
| FLUX.1-KontextMask Type=Fine Mask2026.03 | 53.47 | 73.99 | 0.1403 | 70.54 | 52.3 | |
| MimicBrushMask Type=Fine Mask2026.03 | 50.02 | 68.56 | 0.2133 | 86.23 | 47.7 | |
| FLUX.1-KontextMask Type=Rough Mask2026.03 | 48.29 | 70.56 | 0.2091 | 80.94 | 54 | |
| AnyDoorMask Type=Fine Mask2026.03 | 46.76 | 64.23 | 0.2534 | 92.19 | 41 | |
| FLUX.1-FillMask Type=Fine Mask2026.03 | 45.61 | 63.69 | 0.2519 | 93.7 | 42.7 | |
| MimicBrushMask Type=Rough Mask2026.03 | 45.07 | 64.36 | 0.2871 | 100.54 | 36.3 | |
| AnyDoorMask Type=Rough Mask2026.03 | 40.42 | 61.39 | 0.3623 | 120.8 | 28.3 | |
| FLUX.1-FillMask Type=Rough Mask2026.03 | 40.09 | 61.58 | 0.3739 | 128.91 | 26.3 |