Monocular Depth Estimation on DIML Outdoor (test)
70Delta 1 AccMicKey-Sc
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| MicKey-ScZero-shot=true, Scoring=50% top scoring positions2024.04 | 70 | 0.17 | 2.39 | — | |
| MicKeyZero-shot=true2024.04 | 65 | 0.2 | 4.3 | — | |
| ZoeD-M12-NKZero-shot=true, Fine-tuning dataset=NYU Depth v2 + KITTI, Backbone=MiDaS v3.1 (M12)2023.02 | 29.2 | 0.641 | 3.61 | 976.4 | |
| ZoeDepthZero-shot=true2024.04 | 29 | 0.64 | 3.61 | — | |
| BTSZero-shot=true2023.02 | 1.6 | 1.785 | 5.908 | 24.3 | |
| LocalBinsZero-shot=true2023.02 | 1.6 | 1.82 | 6.706 | 19.5 | |
| AdaBinsZero-shot=true2023.02 | 1.3 | 1.941 | 6.272 | 9.7 | |
| NeWCRFsZero-shot=true2023.02 | 1 | 1.918 | 6.283 | 0 | |
| ZoeD-X-KZero-shot=true, Fine-tuning dataset=KITTI2023.02 | 0.5 | 1.756 | 6.18 | -13.3 | |
| ZoeD-M12-KZero-shot=true, Fine-tuning dataset=KITTI, Backbone=MiDaS v3.1 (M12)2023.02 | 0.3 | 1.921 | 6.978 | -27.1 |