Multi-subject customization on User Study (Single Subject)
0.7685Text AlignmentCustom Diffusion
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| Custom Diffusion2023.05 | 0.7685 | 0.676 | |
| Cones2023.05 | 0.7685 | 0.696 | |
| Ours2023.05 | 0.7505 | 0.6905 | |
| DreamBooth2023.05 | 0.7135 | 0.715 | |
| ConesStorage=(1.43±0.34) MB, Complexity=O(n)2023.05 | 0.331 | 0.722 | |
| Cones 2Storage=4.8 KB, Complexity=O(n)2023.05 | 0.33 | 0.725 | |
| Custom DiffusionStorage=72 MB, Complexity=O(n)2023.05 | 0.327 | 0.721 | |
| DreamBoothStorage=3.3 GB, Complexity=O(n)2023.05 | 0.314 | 0.727 |