Uncertainty Estimation of 3D Point Clouds on Vaihingen
0.249Pearson CoefficientOurs
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| Ours# points=14.2M2025.07 | 0.249 | 0.099 | 0.24 | 0.602 | 40.908 | |
| SGM-OursMethod Category=SGM, # pixels=17.7M2025.07 | 0.226 | 3.147 | 9.302 | 1.427 | 48.444 | |
| TV-based# points=14.2M2025.07 | 0.206 | 0.101 | 0.241 | 0.641 | 39.151 | |
| DL-OursMethod Category=DL, # pixels=2.8M2025.07 | 0.169 | 1.68 | 6.308 | 1.499 | 50.921 | |
| SGM-TV-basedMethod Category=SGM, # pixels=17.7M2025.07 | 0.138 | 3.413 | 9.352 | 1.609 | 56.568 | |
| DL-SEDNetMethod Category=DL, # pixels=2.8M2025.07 | 0.06 | 12.65 | 13.845 | 1.597 | 96.891 |