| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Crater Segmentation | Lunar (Random) | mIoU76.8 | 5 | |
| Composition Regression | Lunar (Random) | R20.908 | 5 | |
| Age Classification | Lunar (Random) | Accuracy73.2 | 5 | |
| Geology Classification | Lunar (Random) | Accuracy56.3 | 5 | |
| Composition | Lunar | R2 Score0.924 | 4 | |
| Craters | Lunar | mIoU76.8 | 4 | |
| Emotion Recognition | Lunar (fivefold cross-validation) | CCC (Arousal)0.404 | 4 | |
| Elevation Estimation | Lunar Chandrayaan-2 TMC-2, SLDEM, and NAC | RMSE (m)1.254 | 4 | |
| Optimal Control | Lunar | Execution Time (10^-5 units)3.9 | 2 |