Table 6 Ablation based on loss functions.
From: StyDiff: a refined style transfer method based on diffusion models
Model | SSIM \(\uparrow\) | GM \(\uparrow\) | LPIPS \(\downarrow\) |
|---|---|---|---|
\(L_{stylelatent}\) | 0.7502 | 16.04 | 0.08 |
\(L_{Imagelatent}\) | 0.7521 | 16.11 | 0.09 |
\(L_{Element}\) | 0.7709 | 18.32 | 0.13 |
\(L_{stylelatent} + L_{Imagelatent}\) | 0.7632 | 18.00 | 0.07 |
\(L_{stylelatent} + L_{Element}\) | 0.7821 | 17.67 | 0.09 |
\(L_{Imagelatent} + L_{Element}\) | 0.7677 | 17.23 | 0.07 |
\(L_{stylelatent} + L_{Imagelatent} + L_{Element}\) | 0.7986 | 18.90 | 0.05 |
