Table 1 Comparison results on MaskCLP
From: Sgrgan: sketch-guided restoration for traditional Chinese landscape paintings
Method | PSNR\(\uparrow\) | SSIM\(\uparrow\) | LPIPS\(\downarrow\) | ||||||
|---|---|---|---|---|---|---|---|---|---|
0–15% | 15–30% | 30–45% | 0–15% | 15–30% | 30–45% | 0–15% | 15–30% | 30–45% | |
SI [18] | 28.73 | 24.94 | 21.83 | 0.783 | 0.599 | 0.396 | 0.177 | 0.233 | 0.343 |
EC [22] | 29.82 | 26.27 | 23.34 | 0.821 | 0.688 | 0.498 | 0.141 | 0.189 | 0.289 |
RFR [9] | 30.06 | 26.44 | 23.52 | 0.840 | 0.708 | 0.523 | 0.129 | 0.171 | 0.272 |
PD-GAN [23] | 30.24 | 26.62 | 23.45 | 0.838 | 0.712 | 0.545 | 0.125 | 0.175 | 0.254 |
CTSDG [26] | 30.41 | 26.84 | 23.78 | 0.846 | 0.726 | 0.568 | 0.118 | 0.169 | 0.256 |
MAT [29] | 30.54 | 26.98 | 24.04 | 0.860 | 0.737 | 0.581 | 0.112 | 0.158 | 0.239 |
MISF [10] | 30.48 | 26.96 | 23.86 | 0.858 | 0.735 | 0.546 | 0.109 | 0.163 | 0.242 |
SGRGAN | \(\varvec{30.59}\) | \(\varvec{27.06}\) | \(\varvec{24.10}\) | \(\varvec{0.867}\) | \(\varvec{0.741}\) | \(\varvec{0.582}\) | \(\varvec{0.105}\) | \(\varvec{0.155}\) | \(\varvec{0.231}\) |
