Table 7 Effectiveness of loss components
From: M3SFormer: multi-stage semantic and style-fused transformer for mural image inpainting
Mask ratio | Method | PSNR↑ | SSIM↑ | LPIPS↓ |
|---|---|---|---|---|
0.1–10% | w/o Style Loss | 27.705 | 0.962 | 0.015 |
w/o Sem Loss | 26.403 | 0.955 | 0.014 | |
w/o Both Loss | 25.397 | 0.952 | 0.016 | |
Ours | 27.891 | 0.959 | 0.015 | |
10–20% | w/o Style Loss | 27.226 | 0.957 | 0.020 |
w/o Sem Loss | 26.052 | 0.951 | 0.025 | |
w/o Both Loss | 25.378 | 0.953 | 0.025 | |
Ours | 27.304 | 0.956 | 0.022 | |
20–30% | w/o Style Loss | 26.607 | 0.952 | 0.027 |
w/o Sem Loss | 26.319 | 0.951 | 0.043 | |
w/o Both Loss | 25.680 | 0.951 | 0.040 | |
Ours | 26.853 | 0.954 | 0.035 |
