| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Semantic Segmentation | Vaihingen | mIoU83.2 | 156 | |
| Semantic Segmentation | Vaihingen (test) | mIoU90.3 | 64 | |
| Open-Vocabulary Segmentation | Vaihingen | mIoU63 | 21 | |
| Open-Vocabulary Segmentation | Vaihingen (test) | mIoU63 | 19 | |
| Semantic Segmentation | Vaihingen (val) | mIoU70.4 | 17 | |
| Uncertainty Estimation of 3D Point Clouds | Vaihingen | Pearson Coefficient0.249 | 6 | |
| Land cover mapping | Vaihingen (test) | Accuracy (Ground)75.66 | 3 |