Table 4 Ablation study comparison
From: Virtual restoration method of Kizil Grotto murals based on multimodal controlled diffusion models
w/o Structural guidance path | w/ GSC (replace DFA-GSC) | w/ Swin-tiny block (replace DFA-GSC) | w/o Matching loss | Ours (full) | |
|---|---|---|---|---|---|
PSNR↑ | 30.22 | 31.07 | 30.79 | 31.61 | 32.78 |
SSIM↑ | 0.7259 | 0.8326 | 0.7763 | 0.8561 | 0.8736 |
LPIPS↓ | 0.0881 | 0.0786 | 0.0803 | 0.0583 | 0.0528 |
