Image Customization on Dreambooth Stable Diffusion 3.0
91Dog CLIP-I ScoreFeRA
Evaluation Results
| Method | Links | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| FeRABase Model=Stable Diffusion 3.0, Adaptation Framework=Dreambooth2025.11 | 91 | 26.35 | 93 | 24.03 | 93.5 | 25.75 | 92 | 25 | 92.3 | 25.72 | |
| DoRABase Model=Stable Diffusion 3.0, Adaptation Framework=Dreambooth2025.11 | 90.7 | 24.11 | 92.5 | 22.18 | 92.4 | 25.71 | 91.7 | 24.28 | 91.8 | 24.05 | |
| AdaLoRABase Model=Stable Diffusion 3.0, Adaptation Framework=Dreambooth2025.11 | 90.6 | 24.09 | 92.4 | 22.16 | 92.7 | 25.69 | 91.6 | 24.25 | 91.7 | 24.03 | |
| LoRABase Model=Stable Diffusion 3.0, Adaptation Framework=Dreambooth2025.11 | 90.5 | 24.04 | 92.3 | 22.11 | 92.7 | 25.63 | 91.5 | 24.2 | 91.6 | 23.98 | |
| SaRABase Model=Stable Diffusion 3.0, Adaptation Framework=Dreambooth2025.11 | 80 | 26.37 | 89.7 | 23.91 | 89.6 | 25.67 | 89.5 | 25.9 | 87.6 | 25.52 | |
| Full-tuningBase Model=Stable Diffusion 3.0, Adaptation Framework=Dreambooth2025.11 | 79.8 | 24.55 | 79.9 | 23.55 | 66.4 | 24.49 | 80 | 24.45 | 76 | 24.52 |