Table 8. Quantitative comparison of different methods on the full-resolution WV3 testing set.
The best results are bold and the second-best results are underlined.
| Dλ | DS | HQNR | |
|---|---|---|---|
| GSA | 0.0829 ± 0.0885 | 0.0924 ± 0.0929 | 0.8392 ± 0.1390 |
| BDSD | 0.1446 ± 0.1084 | 0.0734 ± 0.0639 | 0.7969 ± 0.1370 |
| MTF-GLP-FS | 0.0484 ± 0.0481 | 0.0681 ± 0.0751 | 0.8889 ± 0.0982 |
| TV | 0.0395 ± 0.0471 | 0.0771 ± 0.0768 | 0.8883 ± 0.0980 |
| PNN | 0.0819 ± 0.0988 | 0.0610 ± 0.0897 | 0.8696 ± 0.1435 |
| MSDCNN | 0.0798 ± 0.1025 | 0.0584 ± 0.0870 | 0.8737 ± 0.1443 |
| DR-NET | 0.0698 ± 0.0654 | 0.0571 ± 0.0843 | 0.8819 ± 0.1219 |
| Zhou et al. (2022) | 0.0558 ± 0.0519 | 0.0509 ± 0.0784 | 0.8996 ± 0.1081 |
| Ours | 0.0467 ± 0.0450 | 0.0510 ± 0.0809 | 0.9078±0.1064 |
| Ideal value | 0 | 0 | 1 |