Monocular Depth Estimation on Middlebury 2014 (test)
2.8AbsRel (%)Ultra Resolution Geometry Transformer
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| Ultra Resolution Geometry Transformerzero-shot=true, mode=Joint2026.03 | 2.8 | 99.6 | — | — | — | — | — | |
| PROzero-shot=true2026.03 | 2.87 | 99.6 | — | — | — | — | — | |
| Ultra Resolution Geometry Transformerzero-shot=true, mode=Separate2026.03 | 2.91 | 99.6 | — | — | — | — | — | |
| BetterDepthZero-shot=true2024.07 | 2.95 | 99.52 | 3.61 | 2.09 | 28.49 | 50.35 | — | |
| BetterDepthzero-shot=true2024.07 | 2.95 | 99.52 | 3.61 | 2.09 | 28.49 | 50.35 | 1 | |
| Depth Anything V2zero-shot=true2024.07 | 3.06 | 99.38 | 4.19 | 2.23 | 26.74 | 35.89 | 2.2 | |
| DepthAnythingV2zero-shot=true2026.03 | 3.07 | 99.4 | — | — | — | — | — | |
| Depth AnythingZero-shot=true2024.07 | 3.14 | 99.44 | 6.35 | 2.66 | 24.73 | 16.12 | — | |
| Depth Anythingzero-shot=true2024.07 | 3.14 | 99.44 | 6.35 | 2.66 | 24.73 | 16.12 | 3.2 | |
| PatchRefinerzero-shot=true, p=492026.03 | 3.76 | 98.7 | — | — | — | — | — | |
| PatchRefinerzero-shot=true, p=162026.03 | 3.8 | 98.7 | — | — | — | — | — | |
| MarigoldZero-shot=true2024.07 | 7.57 | 93.24 | 5.6 | 3.09 | 16.65 | 23.75 | — | |
| Marigoldzero-shot=true2024.07 | 7.57 | 93.24 | 5.6 | 3.09 | 16.65 | 23.75 | 3.7 |