Table 2 Experimental results of SADM on different datasets
From: Generating oracle bone inscriptions based on the structure aware diffusion model
Dataset | Metric | 32 × 32 | 64 × 64 | 128 × 128 | |
|---|---|---|---|---|---|
Testsingle | Degraded | FID↓ | 195.566 | 69.192 | 29.063 ± 0.3117 |
SSIM↑ | 0.173 | 0.669 | 0.913 ± 0.0005 | ||
RMSE↓ | 0.252 | 0.163 | 0.082 ± 0.0003 | ||
Standard Sampled | FID↓ | 29.645 | 8.528 | 4.110 ± 0.0612 | |
SSIM↑ | 0.653 | 0.928 | 0.986 ± 0.0002 | ||
RMSE↓ | 0.155 | 0.067 | 0.024 ± 0.0005 | ||
OBS Sampled | FID↓ | 8.157 | 3.321 | 3.509 ± 0.0430 | |
SSIM↑ | 0.607 | 0.910 | 0.984 ± 0.0015 | ||
RMSE↓ | 0.185 | 0.079 | 0.025 ± 0.0020 | ||
OBC306 | Degraded | FID↓ | 193.889 | 73.226 | 34.748 ± 0.1308 |
SSIM↑ | 0.167 | 0.667 | 0.904 ± 0.0005 | ||
RMSE↓ | 0.252 | 0.165 | 0.092 ± 0.0005 | ||
Standard Sampled | FID↓ | 35.697 | 10.094 | 7.061 ± 0.1133 | |
SSIM↑ | 0.622 | 0.912 | 0.977 ± 0.0002 | ||
RMSE↓ | 0.163 | 0.075 | 0.034 ± 0.0004 | ||
OBS Sampled | FID↓ | 9.653 | 2.560 | 5.031 ± 0.0567 | |
SSIM↑ | 0.580 | 0.892 | 0.973 ± 0.0001 | ||
RMSE↓ | 0.194 | 0.088 | 0.039 ± 0.0002 | ||
HWOBC | Degraded | FID↓ | 188.488 | 105.012 | 46.661 ± 0.3981 |
SSIM↑ | 0.227 | 0.680 | 0.901 ± 0.0004 | ||
RMSE↓ | 0.418 | 0.273 | 0.154 ± 0.0001 | ||
Standard Sampled | FID↓ | 90.694 | 30.383 | 22.163 ± 0.3892 | |
SSIM↑ | 0.523 | 0.904 | 0.975 ± 0.0004 | ||
RMSE↓ | 0.182 | 0.096 | 0.057 ± 0.0004 | ||
OBS Sampled | FID↓ | 81.801 | 27.703 | 21.591 ± 0.3534 | |
SSIM↑ | 0.522 | 0.897 | 0.977 ± 0.0005 | ||
RMSE↓ | 0.176 | 0.111 | 0.056 ± 0.0007 | ||
