Topography Super-resolution on Lunar Topography 75 images with missing data (test)
3.56Elevation RMSE (m)Missing Fine Tune
Evaluation Results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| Missing Fine TuneFine-tuning protocol=Missing, Sampling count=20 samples2026.06 | 3.56 | 3.53 | 6.99 | 4.5 | 5.42 | 1.46 | 1.5 | |
| Illum. Fine TuneFine-tuning protocol=Illum., Sampling count=20 samples2026.06 | 4.63 | 4.47 | 9.18 | 5.36 | 6.63 | 2 | 1.97 | |
| Missing Fine TuneFine-tuning protocol=Missing, Sampling count=1 sample2026.06 | 5.64 | 6 | 11.2 | — | 0.93 | 1.82 | 1.87 | |
| Bicubic Interpolation2026.06 | 6.79 | 5.36 | 13.7 | — | 16.3 | 2.32 | 2.33 | |
| Illum. Fine TuneFine-tuning protocol=Illum., Sampling count=1 sample2026.06 | 6.97 | 7.39 | 13.8 | — | 12.4 | 2.76 | 2.75 | |
| Main PhaseSampling count=20 samples2026.06 | 8.22 | 7.68 | 16.6 | 3.39 | 12.6 | 2.26 | 2.19 | |
| Main PhaseSampling count=1 sample2026.06 | 8.87 | 8.6 | 17.8 | — | 12 | 2.44 | 2.37 |