Single-subject image generation on CelebV-T
2Test Time (s)Stable Diffusion
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| Stable DiffusionType=Zero Shot, Reference Image=02023.12 | 2 | 0.039 | 0.268 | — | |
| Face0Type=One Shot, Reference Image=12023.12 | 2 | — | — | — | |
| FastComposerType=One Shot, Reference Image=12023.12 | 2 | 0.514 | 0.243 | — | |
| Subject-DiffusionType=One Shot, Reference Image=12023.12 | 2 | 0.605 | 0.228 | — | |
| PortraitBoothType=One Shot, Reference Image=12023.12 | 2 | 0.657 | 0.245 | — | |
| Custom DiffusionType=Finetune, Reference Image=52023.12 | 789 | 0.434 | 0.233 | — | |
| DreamBoothType=Finetune, Reference Image=52023.12 | 1,084 | 0.273 | 0.239 | — | |
| Textual-InversionType=Finetune, Reference Image=52023.12 | 2,500 | 0.293 | 0.219 | — |