Monocular Depth Estimation on ZJU-4DRadarCam 0-70m (test)
603.7MAEPOLAR
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| POLARMaximum Depth=70m2025.03 | 603.7 | 1,154.9 | — | — | |
| TacoDepthType=Plug-in, Relative Depth Predictor=DPT-Hybrid [36]2025.04 | 983.1 | 2,779.6 | 9.3 | 20.9 | |
| TacoDepthMaximum Depth=70m2025.03 | 983.1 | 2,779.6 | — | — | |
| RadarCam-DepthType=Plug-in, Relative Depth Predictor=DPT-Hybrid [36]2025.04 | 1,157 | 3,117.7 | 10.4 | 22.9 | |
| RadarCam-DepthMaximum Depth=70m2025.03 | 1,157 | 3,117.7 | — | — | |
| TacoDepthType=Independent2025.04 | 1,181.8 | 2,906.3 | 12.7 | 24.9 | |
| SparseBeatsDenseMaximum Depth=70m2025.03 | 1,520 | 3,593.4 | — | — | |
| RadarNetMaximum Depth=70m2025.03 | 1,543.8 | 3,655.3 | — | — | |
| GET-UPMaximum Depth=70m2025.03 | 1,651.5 | 3,711.7 | — | — | |
| Singh et al.Type=Independent2025.04 | 1,932.7 | 4,137.1 | 18 | 35.2 | |
| DORNType=Independent2025.04 | 2,402.2 | 4,625.2 | 19.8 | 31.9 |