Monocular Depth Estimation on MVSEC outdoor night3 (test)
1.01Avg Abs ErrorRAM Net
Evaluation results
| Method | Links | |
|---|---|---|
| RAM NetTraining Protocol=Synthetic to Real [S → R], Cutoff=10 m2021.02 | 1.01 | |
| I baselineTraining Protocol=Synthetic to Real [S → R], Cutoff=10 m2021.02 | 1.2 | |
| E2DepthCutoff=10 m2021.02 | 1.42 | |
| RAM NetTraining Protocol=Synthetic only [S], Cutoff=10 m2021.02 | 2.21 | |
| E2DepthCutoff=20 m2021.02 | 2.33 | |
| RAM NetTraining Protocol=Synthetic to Real [S → R], Cutoff=20 m2021.02 | 2.34 | |
| I baselineTraining Protocol=Synthetic to Real [S → R], Cutoff=20 m2021.02 | 2.44 | |
| Zhu et al.Cutoff=10 m2021.02 | 2.86 | |
| E2DepthCutoff=30 m2021.02 | 3.18 | |
| RAM NetTraining Protocol=Synthetic only [S], Cutoff=20 m2021.02 | 3.31 | |
| RAM NetTraining Protocol=Synthetic to Real [S → R], Cutoff=30 m2021.02 | 3.43 | |
| I baselineTraining Protocol=Synthetic to Real [S → R], Cutoff=30 m2021.02 | 3.64 | |
| I baselineTraining Protocol=Synthetic only [S], Cutoff=20 m2021.02 | 4.08 | |
| MegaDepthCutoff=10 m2021.02 | 4.15 | |
| Zhu et al.Cutoff=20 m2021.02 | 4.46 | |
| I baselineTraining Protocol=Synthetic only [S], Cutoff=10 m2021.02 | 4.64 | |
| RAM NetTraining Protocol=Synthetic only [S], Cutoff=30 m2021.02 | 4.72 | |
| I baselineTraining Protocol=Synthetic only [S], Cutoff=30 m2021.02 | 4.93 | |
| Zhu et al.Cutoff=30 m2021.02 | 5.05 | |
| MegaDepthCutoff=20 m2021.02 | 6 | |
| MegaDepthCutoff=30 m2021.02 | 7.24 |