Novel View Synthesis on Realistic Synthetic 360
33PSNR (Chair)NeRF
Evaluation results
| Method | Links | ||||||||||||||||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| NeRFMetric Type=PSNR2022.09 | 33 | 31.01 | — | — | 25.01 | 30.13 | 36.18 | 32.54 | 29.62 | 32.91 | 28.65 | 31.01 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| NeuS + Sphere-Guided TrainingMetric Type=PSNR2022.09 | 32.21 | 30.52 | — | — | 21.81 | 30.4 | 36.76 | 31.8 | 31.08 | 31.44 | 28.63 | 30.52 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| NeuSMetric Type=PSNR2022.09 | 30.89 | 29.26 | — | — | 20.89 | 27.44 | 36.04 | 30.45 | 30.21 | 31.13 | 27.08 | 29.26 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| NeuralWarp + Sphere-Guided TrainingMetric Type=PSNR2022.09 | 30.17 | 27 | — | — | 18.82 | 26.79 | 32.73 | 28.81 | 24.76 | 28.67 | 25.22 | 27 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| NeuralWarpMetric Type=PSNR2022.09 | 29.29 | 26.64 | — | — | 18.41 | 24.5 | 32.32 | 27.9 | 27.45 | 29.15 | 24.07 | 26.64 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| NeRFMetric Type=SSIM2022.09 | 0.967 | — | 0.947 | — | 0.925 | 0.964 | 0.974 | 0.961 | 0.949 | 0.98 | 0.856 | 0.947 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| NeuS + Sphere-Guided TrainingMetric Type=SSIM2022.09 | 0.96 | — | 0.951 | — | 0.909 | 0.973 | 0.978 | 0.962 | 0.965 | 0.974 | 0.883 | 0.951 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| NeuSMetric Type=SSIM2022.09 | 0.948 | — | 0.94 | — | 0.897 | 0.957 | 0.973 | 0.952 | 0.96 | 0.971 | 0.864 | 0.94 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| NeuralWarp + Sphere-Guided TrainingMetric Type=SSIM2022.09 | 0.947 | — | 0.926 | — | 0.878 | 0.95 | 0.964 | 0.939 | 0.941 | 0.96 | 0.828 | 0.926 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| NeuralWarpMetric Type=SSIM2022.09 | 0.936 | — | 0.918 | — | 0.872 | 0.933 | 0.96 | 0.928 | 0.938 | 0.962 | 0.817 | 0.918 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| NeuralWarpMetric Type=LPIPS2022.09 | 0.076 | — | — | 0.104 | 0.161 | 0.072 | 0.068 | 0.091 | 0.074 | 0.043 | 0.243 | 0.104 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| NeuralWarp + Sphere-Guided TrainingMetric Type=LPIPS2022.09 | 0.065 | — | — | 0.094 | 0.142 | 0.053 | 0.061 | 0.076 | 0.076 | 0.047 | 0.228 | 0.094 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| NeuSMetric Type=LPIPS2022.09 | 0.064 | — | — | 0.075 | 0.118 | 0.047 | 0.045 | 0.06 | 0.053 | 0.03 | 0.184 | 0.075 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| NeuS + Sphere-Guided TrainingMetric Type=LPIPS2022.09 | 0.05 | — | — | 0.063 | 0.103 | 0.029 | 0.037 | 0.047 | 0.048 | 0.026 | 0.165 | 0.063 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| NeRFMetric Type=LPIPS2022.09 | 0.046 | — | — | 0.081 | 0.091 | 0.044 | 0.121 | 0.05 | 0.063 | 0.028 | 0.206 | 0.081 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| JAXNeRF2022.07 | — | — | — | — | — | — | — | — | — | — | — | — | 0.974 | 0.927 | 0.967 | 0.979 | 0.968 | 0.952 | 0.987 | 0.865 | 0.952 | — | — | — | — | — | — | — | — | — | |
| JAXNeRF2022.07 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 0.027 | 0.07 | 0.033 | 0.03 | 0.03 | 0.048 | 0.013 | 0.156 | 0.051 | |
| MobileNeRF2022.07 | — | — | — | — | — | — | — | — | — | — | — | — | 0.978 | 0.927 | 0.965 | 0.973 | 0.975 | 0.913 | 0.979 | 0.867 | 0.947 | — | — | — | — | — | — | — | — | — | |
| MobileNeRF2022.07 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 0.025 | 0.077 | 0.048 | 0.05 | 0.025 | 0.092 | 0.032 | 0.145 | 0.062 | |
| NeRF2022.07 | — | — | — | — | — | — | — | — | — | — | — | — | 0.967 | 0.925 | 0.964 | 0.974 | 0.961 | 0.949 | 0.98 | 0.856 | 0.947 | — | — | — | — | — | — | — | — | — | |
| NeRF2022.07 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 0.046 | 0.091 | 0.044 | 0.121 | 0.05 | 0.063 | 0.028 | 0.206 | 0.081 | |
| SNERG2022.07 | — | — | — | — | — | — | — | — | — | — | — | — | 0.975 | 0.929 | 0.967 | 0.971 | 0.973 | 0.938 | 0.982 | 0.865 | 0.95 | — | — | — | — | — | — | — | — | — | |
| SNERG2022.07 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 0.025 | 0.061 | 0.028 | 0.043 | 0.022 | 0.052 | 0.016 | 0.156 | 0.05 |