Image Completion on AlbumFill
94.7CLIPUniReal
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| UniRealMethod category=reference-based image completion methods2026.05 | 94.7 | 95.71 | 0.055 | 0.142 | 22.6 | 0.79 | |
| MimicBrushMethod category=reference-based image completion methods2026.05 | 91.24 | 90.55 | 0.115 | 0.115 | 20.11 | 0.821 | |
| CompleteMeMethod category=reference-based image completion methods2026.05 | 90.7 | 91.7 | 0.102 | 0.212 | 20.81 | 0.768 | |
| Gemini 3 ProMethod category=MLLM-based methods2026.05 | 89.35 | 88.26 | 0.147 | 0.322 | 15.83 | 0.511 | |
| BrushNetMethod category=inpainting methods without reference images, Prompt usage=with Prompt2026.05 | 88.38 | 88.19 | 0.138 | 0.229 | 18.81 | 0.655 | |
| BrushNetMethod category=inpainting methods without reference images, Prompt usage=w/o Prompt2026.05 | 87.29 | 87.82 | 0.162 | 0.233 | 18.35 | 0.654 | |
| BAGELMethod category=MLLM-based methods2026.05 | 77.52 | 66.29 | 0.364 | 0.652 | 9.47 | 0.174 |