Monocular Depth Estimation on NYU-Depth V2 (test) (AbsRel, delta1)
0.041AbsRelLAGRNet
Evaluation results
| Method | Links | ||
|---|---|---|---|
| LAGRNeteval_mode=Zero-shot evaluation2026.04 | 0.041 | 98.7 | |
| DepthAnything v1eval_mode=Zero-shot evaluation2026.04 | 0.043 | 98.1 | |
| DistillAnyDeptheval_mode=Zero-shot evaluation2026.04 | 0.043 | 98.1 | |
| DepthAnything v2eval_mode=Zero-shot evaluation2026.04 | 0.045 | 97.9 | |
| Marigoldeval_mode=Zero-shot evaluation2026.04 | 0.055 | 96.1 | |
| GenPercepteval_mode=Zero-shot evaluation2026.04 | 0.058 | 96.9 | |
| HDNeval_mode=Zero-shot evaluation2026.04 | 0.069 | 94.8 | |
| Omnidataeval_mode=Zero-shot evaluation2026.04 | 0.074 | 94.5 | |
| DPTeval_mode=Zero-shot evaluation2026.04 | 0.098 | 90.3 | |
| MiDaSeval_mode=Zero-shot evaluation2026.04 | 0.111 | 88.5 | |
| DiverseDeptheval_mode=Zero-shot evaluation2026.04 | 0.117 | 87.5 | |
| Depth Anything V2Training Data=63.5M, zero-shot=true, affine-invariant=true2025.01 | 4.3 | 98 | |
| DepthMasterTraining Data=74K, zero-shot=true, affine-invariant=true2025.01 | 5 | 97.2 | |
| GeoWizardTraining Data=280K, zero-shot=true, affine-invariant=true2025.01 | 5.2 | 96.6 | |
| LotusTraining Data=59K, zero-shot=true, affine-invariant=true2025.01 | 5.3 | 96.7 | |
| MarigoldTraining Data=74K, zero-shot=true, affine-invariant=true2025.01 | 5.5 | 96.4 | |
| GenPerceptTraining Data=74K, zero-shot=true, affine-invariant=true2025.01 | 5.6 | 96 | |
| DepthFMTraining Data=74K, zero-shot=true, affine-invariant=true2025.01 | 6 | 95.5 | |
| HDNTraining Data=300K, zero-shot=true, affine-invariant=true2025.01 | 6.9 | 94.8 | |
| OmnidataTraining Data=12.2M, zero-shot=true, affine-invariant=true2025.01 | 7.4 | 94.5 | |
| LeReSTraining Data=354K, zero-shot=true, affine-invariant=true2025.01 | 9 | 91.6 | |
| DPTTraining Data=1.4M, zero-shot=true, affine-invariant=true2025.01 | 9.1 | 91.9 | |
| MiDaSTraining Data=2M, zero-shot=true, affine-invariant=true2025.01 | 9.5 | 91.5 | |
| DiverseDepthTraining Data=320K, zero-shot=true, affine-invariant=true2025.01 | 11.7 | 87.5 |