Table 4 Ablation of structural components and training strategies
From: M3SFormer: multi-stage semantic and style-fused transformer for mural image inpainting
Mask | Method | PSNR↑ | SSIM↑ | LPIPS↓ |
|---|---|---|---|---|
0.1–10% | w/o GSRF | 27.586 | 0.961 | 0.014 |
w/o FGRM | 27.580 | 0.962 | 0.014 | |
w/o SSCM | 27.538 | 0.960 | 0.011 | |
Ours | 27.891 | 0.959 | 0.015 | |
10–20% | w/o GSRF | 27.141 | 0.957 | 0.019 |
w/o FGRM | 26.760 | 0.954 | 0.020 | |
w/o SSCM | 26.824 | 0.959 | 0.019 | |
Ours | 27.304 | 0.956 | 0.022 | |
20–30% | w/o GSRF | 26.578 | 0.952 | 0.026 |
w/o FGRM | 26.191 | 0.950 | 0.028 | |
w/o SSCM | 26.184 | 0.953 | 0.031 | |
Ours | 26.853 | 0.954 | 0.035 |
