360 Depth Estimation on 3D60 (test)
0.0358Abs RelHRDFuse
Evaluation Results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| HRDFusePatch size/FoV=256 x 256 / 80°2023.03 | 0.0358 | 0.01 | 0.1555 | 0.0592 | 98.94 | 99.73 | 99.9 | |
| HRDFusePatch size/FoV=128 x 128 / 80°2023.03 | 0.0363 | 0.0103 | 0.1565 | 0.0594 | 98.88 | 99.74 | 99.9 | |
| OmniFusion (2-iter)Patch size/FoV=128 x 128 / 80°2023.03 | 0.043 | 0.0114 | 0.1808 | 0.0735 | 98.59 | 99.69 | 99.89 | |
| PanoFormerPatch size/FoV=-/-, re-trained=true2023.03 | 0.0442 | 0.0124 | 0.1691 | 0.0676 | 98.61 | 99.66 | 99.87 | |
| UniFuse with fusionPatch size/FoV=-/-2023.03 | 0.0466 | — | 0.1968 | — | 98.35 | 99.65 | 99.87 | |
| ODE-CNNPatch size/FoV=-/-2023.03 | 0.0467 | 0.0124 | 0.1728 | 0.0793 | 98.14 | 99.67 | 99.89 | |
| OmniFusion (1-iter)Patch size/FoV=128 x 128 / 80°2023.03 | 0.0469 | 0.0127 | 0.188 | 0.0792 | 98.27 | 99.63 | 99.88 | |
| BiFuse with fusionPatch size/FoV=-/-2023.03 | 0.0615 | — | 0.244 | — | 96.99 | 99.27 | 99.69 | |
| FCRNPatch size/FoV=-/-2023.03 | 0.0699 | 0.2833 | — | — | 95.32 | 99.05 | 99.66 | |
| RectNetPatch size/FoV=-/-2023.03 | 0.0702 | 0.0297 | 0.2911 | 0.1017 | 95.74 | 99.33 | 99.79 | |
| Mapped ConvolutionPatch size/FoV=-/-2023.03 | 0.0965 | 0.0371 | 0.2966 | 0.1413 | 90.68 | 98.54 | 99.67 |