Novel View Synthesis on Mip-NeRF 360 4x downsampled (test)
29.23PSNRMipNeRF-360
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| MipNeRF-360training time=several hours, pose optimization=false, per-image appearance embeddings=false2023.02 | 29.23 | 0.844 | 0.207 | |
| Nerfactoiterations=70K, training time=~30 min, pose optimization=false, per-image appearance embeddings=false2023.02 | 27.98 | 0.8 | 0.291 | |
| NeRF++MLP Size=big, pose optimization=false, per-image appearance embeddings=false2023.02 | 27.66 | 0.803 | 0.265 | |
| MipNeRFMLP Size=big, pose optimization=false, per-image appearance embeddings=false2023.02 | 27.6 | 0.806 | 0.251 | |
| NeRF++pose optimization=false, per-image appearance embeddings=false2023.02 | 26.21 | 0.729 | 0.348 | |
| Nerfactoiterations=5K, training time=~2 min, pose optimization=false, per-image appearance embeddings=false2023.02 | 25.38 | 0.688 | 0.39 | |
| MipNeRFpose optimization=false, per-image appearance embeddings=false2023.02 | 25.12 | 0.672 | 0.414 | |
| NeRFpose optimization=false, per-image appearance embeddings=false2023.02 | 24.85 | 0.659 | 0.426 |