Monocular Depth Estimation on PanoSUNCG self-supervised (test)
0.1815MAEBiFuse++ w/ CAPL
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| BiFuse++ w/ CAPLLoss function=Contrast-Aware Photometric Loss (CAPL)2022.09 | 0.1815 | 11.76 | 0.4321 | 0.079 | 89.74 | 95.46 | 97.73 | |
| BiFuse++ w/ SPLLoss function=spherical photometric loss (SPL)2022.09 | 0.2083 | 12.87 | 0.4695 | 0.0838 | 88.38 | 95.83 | 97.78 | |
| 360-SelfNet2022.09 | 0.2344 | 15.21 | 0.5121 | 0.0934 | 84.79 | 94.2 | 97.26 | |
| 360-SelfNet (Equi)Input format=equirectangular panoramas2022.09 | 0.2436 | 14.99 | 0.5421 | 0.0959 | 86.18 | 94.63 | 97.14 | |
| UniFuseArchitecture=from [7]2022.09 | 0.2452 | 14.58 | 0.4978 | 0.092 | 85.13 | 93.98 | 96.91 | |
| BiFuse++ w/ SSIMLoss function=structural similarity index (SSIM)2022.09 | 0.3125 | 18.52 | 0.5889 | 0.1068 | 78.47 | 93.13 | 96.84 |