Table 5 Hyperparameter sensitivity analysis.
Parameter | Tested values | Optimal | FID at optimal | Cultural Auth. at optimal |
|---|---|---|---|---|
Cultural weight (λ) | 0.1, 0.2, 0.3, 0.4, 0.5 | 0.3 | 28.7 | 0.89 |
Cultural loss weight (α) | 0.1, 0.15, 0.2, 0.25, 0.3 | 0.2 | 28.7 | 0.89 |
Style loss weight (β) | 0.1, 0.15, 0.2, 0.25 | 0.15 | 28.7 | 0.89 |
CFG scale | 5.0, 6.0, 7.5, 9.0, 11.0 | 7.5 | 28.7 | 0.89 |
Attention layers | 1–2, 2–3, 2–4, 1–4 | 2–4 | 28.7 | 0.89 |
