Monocular Depth Estimation on DIML Outdoor (unseen test)
29.2Delta 1 AccuracyZoeD-M12-NK
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| ZoeD-M12-NKtrained on extra depth datasets=true, zero-shot generalization=true, max evaluation depth=80m2024.07 | 29.2 | 0.641 | 3.61 | |
| ScaleDepth-NKtrained on extra depth datasets=false, zero-shot generalization=true, max evaluation depth=80m2024.07 | 5.8 | 1.007 | 4.344 | |
| ScaleDepth-Ktrained on extra depth datasets=false, zero-shot generalization=true, max evaluation depth=80m2024.07 | 3.3 | 1.437 | 4.91 | |
| BTStrained on extra depth datasets=false, zero-shot generalization=true, max evaluation depth=80m2024.07 | 1.6 | 1.785 | 5.908 | |
| AdaBinstrained on extra depth datasets=false, zero-shot generalization=true, max evaluation depth=80m2024.07 | 1.3 | 1.941 | 6.272 | |
| NeWCRFstrained on extra depth datasets=false, zero-shot generalization=true, max evaluation depth=80m2024.07 | 1 | 1.918 | 6.283 | |
| ZoeD-X-Ktrained on extra depth datasets=false, zero-shot generalization=true, max evaluation depth=80m2024.07 | 0.5 | 1.756 | 6.18 |