Personalized Image Editing on Personalized Image Editing Dataset (test)
79.6CLIP Score (B/32)DreamSteerer
Evaluation Results
| Method | Links | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| DreamSteererbaseline=DreamBooth2024.10 | 79.6 | 76.1 | 0.183 | 0.229 | 76.8 | 81.5 | 60.8 | 71.9 | 4.44 | |
| DreamBooth2024.10 | 79.4 | 75.1 | 0.204 | 0.247 | 75.5 | 78.5 | 60.4 | 70.4 | 4.35 | |
| DreamSteererbaseline=Textual Inversion2024.10 | 78.8 | 75.3 | 0.115 | 0.167 | 83.3 | 89.8 | 59.3 | 70.1 | 4.39 | |
| Textual Inversion2024.10 | 78.5 | 74.6 | 0.133 | 0.181 | 82.3 | 88 | 57.7 | 68.4 | 4.23 | |
| DreamSteererbaseline=Custom Diffusion2024.10 | 78.4 | 74.6 | 0.182 | 0.227 | 77.9 | 83.3 | 61.2 | 71.5 | 4.41 | |
| Custom Diffusion2024.10 | 78.1 | 74.3 | 0.199 | 0.239 | 76.7 | 80.8 | 59.1 | 69.8 | 4.24 |