Vaihingen
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Semantic Segmentation | Vaihingen | mIoU83.2 | 168 | |
| Semantic Segmentation | Vaihingen (test) | mIoU90.3 | 64 | |
| Open-Vocabulary Segmentation | Vaihingen | mIoU64.5 | 33 | |
| Semantic Segmentation | Vaihingen CR-thick | mIoU0.747 | 20 | |
| Semantic Segmentation | Vaihingen CR-thin | mIoU74.7 | 20 | |
| Open-Vocabulary Segmentation | Vaihingen (test) | mIoU63 | 19 | |
| Semantic Segmentation | Vaihingen (val) | mIoU70.4 | 17 | |
| Cloud Removal | Vaihingen CR-thick | PSNR34.048 | 10 | |
| Cloud Removal | Vaihingen CR-thin | PSNR36.918 | 10 | |
| Few-shot Segmentation | Vaihingen (test) | Foreground mIoU64.5 | 10 | |
| Cloud Removal | Vaihingen CR-thick | CKNNA Score66.5 | 9 | |
| Cloud Removal | Vaihingen CR-thin | CKNNA74.7 | 9 | |
| Uncertainty Estimation of 3D Point Clouds | Vaihingen | Pearson Coefficient0.249 | 6 | |
| Land cover mapping | Vaihingen (test) | Accuracy (Ground)75.66 | 3 |
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