Depth Prediction on NYU
92.3Delta-1 AccuracyOurs + LeReS
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Ours + LeReSBackbone=ResNet50, Zero-shot=true2022.02 | 92.3 | 8.6 | |
| OursBackbone=ResNeXt101, Zero-shot=true2020.12 | 91.6 | 14.9 | |
| OursBackbone=ResNet50, Zero-shot=true2020.12 | 91.4 | 14.3 | |
| LeReSBackbone=ResNet50, Zero-shot=true2022.02 | 91.4 | 9.1 | |
| MiDaSBackbone=ResNeXt101, Zero-shot=true2020.12 | 88.5 | 23.6 | |
| MiDaSBackbone=ResNeXt101, Zero-shot=true2022.02 | 88.5 | 11.1 | |
| DiverseDepthBackbone=ResNeXt50, Zero-shot=true2020.12 | 87.5 | 19 | |
| DiverseDepthBackbone=ResNeXt50, Zero-shot=true2022.02 | 87.5 | 11.7 | |
| ChenBackbone=ResNet50, Zero-shot=true2020.12 | 77.3 | 32.7 | |
| XianBackbone=ResNet50, Zero-shot=true2020.12 | 77.2 | 27 | |
| Xian et al.Backbone=ResNet50, Zero-shot=true2022.02 | 77.2 | 16.6 | |
| MegaDepthBackbone=Hourglass, Zero-shot=true2020.12 | 71.4 | 20.1 | |
| MegaDepthBackbone=Hourglass, Zero-shot=true2022.02 | 71.4 | 19.4 | |
| OASISBackbone=ResNet50, Zero-shot=true2020.12 | 66.8 | 31.7 | |
| OASISBackbone=ResNet50, Zero-shot=true2022.02 | 66.8 | 21.9 | |
| WSVDBackbone=ResNet50, Zero-shot=true2020.12 | 65 | 24.4 |