Uncertainty Estimation of 3D Point Clouds on UseGeo
0.472Pearson Correlation CoefficientSGM-Ours
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| SGM-OursMethod Category=SGM, # pixels=186.3M2025.07 | 0.472 | 0.778 | 2.608 | 0.794 | 65.327 | |
| DL-OursMethod Category=DL, # pixels=129.7M2025.07 | 0.279 | 0.547 | 1.848 | 0.775 | 68.685 | |
| Ours# points=4.1M2025.07 | 0.198 | 0.062 | 0.106 | 0.669 | 61.73 | |
| SGM-TV-basedMethod Category=SGM, # pixels=186.3M2025.07 | 0.191 | 1.155 | 3.324 | 1.153 | 65.373 | |
| TV-based# points=4.1M2025.07 | 0.174 | 0.062 | 0.109 | 0.748 | 55.988 | |
| DL-SEDNetMethod Category=DL, # pixels=129.7M2025.07 | 0.146 | 3.027 | 3.667 | 0.895 | 98.306 |