Novel View Synthesis on LLFF multi-scale (test)
26.85PSNRLIRF w/o patch
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| LIRF w/o patchScale=x0.52023.04 | 26.85 | 0.906 | 0.097 | 0.064 | |
| LIRF w/o scaleScale=x0.52023.04 | 26.81 | 0.904 | 0.098 | 0.064 | |
| LIRFScale=x0.52023.04 | 26.75 | 0.905 | 0.1 | 0.063 | |
| LIRF w/o directionScale=x0.52023.04 | 26.35 | 0.899 | 0.103 | 0.067 | |
| LIRF (U-Net feat.)Scale=x0.52023.04 | 26 | 0.887 | 0.116 | 0.075 | |
| LIRF w/o positionScale=x0.52023.04 | 25.95 | 0.882 | 0.127 | 0.067 | |
| LIRF w/o patchScale=x12023.04 | 25.95 | 0.877 | 0.127 | 0.064 | |
| LIRFScale=x12023.04 | 25.93 | 0.877 | 0.124 | 0.063 | |
| LIRF w/o scaleScale=x12023.04 | 25.9 | 0.873 | 0.128 | 0.064 | |
| LIRF w/o vis. weightsScale=x0.52023.04 | 25.9 | 0.888 | 0.118 | 0.07 | |
| GeoNeRFScale=x1, Training Set=single-scale2023.04 | 25.74 | 0.864 | 0.136 | 0.076 | |
| LIRF (single ray)Scale=x12023.04 | 25.72 | 0.871 | 0.132 | 0.069 | |
| LIRF w/o positionScale=x12023.04 | 25.72 | 0.869 | 0.136 | 0.067 | |
| LIRF (single ray)Scale=x0.52023.04 | 25.38 | 0.881 | 0.135 | 0.069 | |
| LIRF w/o directionScale=x12023.04 | 25.36 | 0.864 | 0.137 | 0.067 | |
| IBRNetScale=x1, Training Set=single-scale2023.04 | 25.28 | 0.84 | 0.16 | 0.079 | |
| NeuRayScale=x1, Training Set=single-scale2023.04 | 25.17 | 0.837 | 0.157 | 0.08 | |
| LIRF w/o vis. weightsScale=x12023.04 | 25.11 | 0.856 | 0.148 | 0.07 | |
| LIRF (U-Net feat.)Scale=x12023.04 | 25.1 | 0.853 | 0.151 | 0.075 | |
| GeoNeRFScale=x1, Training Set=multi-scale2023.04 | 25.08 | 0.859 | 0.134 | 0.077 | |
| IBRNetScale=x0.5, Training Set=single-scale2023.04 | 25.06 | 0.866 | 0.108 | 0.079 | |
| GeoNeRFScale=x0.5, Training Set=single-scale2023.04 | 24.89 | 0.864 | 0.108 | 0.076 | |
| NeuRayScale=x0.5, Training Set=single-scale2023.04 | 24.8 | 0.859 | 0.107 | 0.08 | |
| LIRFScale=x22023.04 | 24.58 | 0.816 | 0.227 | 0.063 | |
| LIRF w/o patchScale=x22023.04 | 24.56 | 0.813 | 0.231 | 0.064 | |
| LIRF w/o scaleScale=x22023.04 | 24.52 | 0.807 | 0.235 | 0.064 | |
| LIRF w/o positionScale=x22023.04 | 24.36 | 0.803 | 0.242 | 0.067 | |
| LIRF (single ray)Scale=x22023.04 | 24.27 | 0.794 | 0.254 | 0.069 | |
| LIRF w/o directionScale=x22023.04 | 24.1 | 0.799 | 0.242 | 0.067 | |
| LIRF w/o vis. weightsScale=x22023.04 | 23.91 | 0.792 | 0.25 | 0.07 | |
| GeoNeRFScale=x2, Training Set=multi-scale2023.04 | 23.81 | 0.784 | 0.255 | 0.077 | |
| LIRFScale=x42023.04 | 23.79 | 0.76 | 0.373 | 0.063 | |
| LIRF w/o patchScale=x42023.04 | 23.76 | 0.756 | 0.367 | 0.064 | |
| LIRF w/o scaleScale=x42023.04 | 23.72 | 0.749 | 0.374 | 0.064 | |
| IBRNetScale=x1, Training Set=multi-scale2023.04 | 23.62 | 0.813 | 0.178 | 0.09 | |
| LIRF w/o positionScale=x42023.04 | 23.56 | 0.741 | 0.373 | 0.067 | |
| GeoNeRFScale=x2, Training Set=single-scale2023.04 | 23.43 | 0.753 | 0.274 | 0.076 | |
| LIRF (single ray)Scale=x42023.04 | 23.43 | 0.723 | 0.392 | 0.069 | |
| LIRF (U-Net feat.)Scale=x22023.04 | 23.43 | 0.761 | 0.298 | 0.075 | |
| GeoNeRFScale=x0.5, Training Set=multi-scale2023.04 | 23.39 | 0.821 | 0.138 | 0.077 | |
| LIRF w/o directionScale=x42023.04 | 23.38 | 0.744 | 0.373 | 0.067 | |
| LIRF w/o vis. weightsScale=x42023.04 | 23.19 | 0.737 | 0.378 | 0.07 | |
| IBRNetScale=x2, Training Set=single-scale2023.04 | 23.18 | 0.731 | 0.299 | 0.079 | |
| NeuRayScale=x2, Training Set=single-scale2023.04 | 23.1 | 0.729 | 0.294 | 0.08 | |
| IBRNetScale=x0.5, Training Set=multi-scale2023.04 | 22.96 | 0.816 | 0.14 | 0.09 | |
| NeuRayScale=x0.5, Training Set=multi-scale2023.04 | 22.79 | 0.794 | 0.172 | 0.107 | |
| LIRF (U-Net feat.)Scale=x42023.04 | 22.77 | 0.706 | 0.427 | 0.075 | |
| GeoNeRFScale=x4, Training Set=multi-scale2023.04 | 22.69 | 0.708 | 0.401 | 0.077 | |
| NeuRayScale=x1, Training Set=multi-scale2023.04 | 22.4 | 0.733 | 0.262 | 0.107 | |
| IBRNetScale=x2, Training Set=multi-scale2023.04 | 22.33 | 0.723 | 0.307 | 0.09 | |
| GeoNeRFScale=x4, Training Set=single-scale2023.04 | 22.27 | 0.679 | 0.421 | 0.076 | |
| IBRNetScale=x4, Training Set=single-scale2023.04 | 22.15 | 0.669 | 0.442 | 0.079 | |
| NeuRayScale=x4, Training Set=single-scale2023.04 | 22.08 | 0.667 | 0.434 | 0.08 | |
| IBRNetScale=x4, Training Set=multi-scale2023.04 | 21.51 | 0.665 | 0.444 | 0.09 | |
| NeuRayScale=x2, Training Set=multi-scale2023.04 | 21.23 | 0.646 | 0.382 | 0.107 | |
| NeuRayScale=x4, Training Set=multi-scale2023.04 | 20.61 | 0.622 | 0.493 | 0.107 |