Monocular Depth Estimation on DIODE (val)
18.2AbsRelDPT
Evaluation results
| Method | Links | ||
|---|---|---|---|
| DPTReal training samples=1.2M, Synthetic training samples=188K, Zero-shot=true2023.12 | 18.2 | 75.8 | |
| HDNReal training samples=300K, Synthetic training samples=None, Zero-shot=true2023.12 | 24.6 | 78 | |
| LeReSReal training samples=300K, Synthetic training samples=54K, Zero-shot=true2023.12 | 27.1 | 76.6 | |
| MarigoldReal training samples=None, Synthetic training samples=74K, Zero-shot=true, Ensemble=true2023.12 | 30.8 | 77.3 | |
| MarigoldReal training samples=None, Synthetic training samples=74K, Zero-shot=true, Ensemble=false2023.12 | 31 | 77.2 | |
| MiDaSReal training samples=2M, Synthetic training samples=None, Zero-shot=true2023.12 | 33.2 | 71.5 | |
| OmnidataReal training samples=11.9M, Synthetic training samples=310K, Zero-shot=true2023.12 | 33.9 | 74.2 | |
| DiverseDepthReal training samples=320K, Synthetic training samples=None, Zero-shot=true2023.12 | 37.6 | 63.1 |