Novel View Synthesis on DTU 9-view (test)
25.28Full-image PSNRMuRF
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| MuRFSetting=feed-forward inference2023.12 | 25.28 | — | — | 0.936 | 0.084 | |
| DiffusioNeRFSetting=per-scene optimization2023.12 | 25.18 | — | — | 0.883 | 0.095 | |
| RegNeRFSetting=per-scene optimization2023.12 | 24.93 | — | — | 0.884 | 0.089 | |
| FreeNeRFSetting=Optimized per Scene2023.03 | 24.2 | 25.38 | 0.888 | 0.833 | — | |
| DietNeRFSetting=per-scene optimization2023.12 | 23.83 | — | — | 0.823 | 0.173 | |
| Mip-NeRFSetting=per-scene optimization2023.12 | 23.58 | — | — | 0.879 | 0.092 | |
| ENeRFSetting=feed-forward inference, Note=Enhanced ENeRF baseline2023.12 | 23.49 | — | — | 0.919 | 0.106 | |
| RegNeRF concat. (repro.)Setting=Optimized per Scene2023.03 | 22.41 | 24.88 | 0.89 | 0.826 | — | |
| MVSNeRFSetting=feed-forward inference2023.12 | 22.4 | — | — | 0.853 | 0.135 | |
| RegNeRFSetting=Optimized per Scene2023.03 | 22.3 | 24.93 | 0.884 | 0.823 | — | |
| PixelNeRFSetting=Trained on DTU2023.03 | 22.23 | 20.4 | 0.768 | 0.714 | — | |
| DietNeRFSetting=Optimized per Scene2023.03 | 22.16 | 23.83 | 0.823 | 0.74 | — | |
| PixelNeRF ftSetting=Trained on DTU and Optimized per Scene2023.03 | 21.67 | 21.83 | 0.781 | 0.68 | — | |
| mip-NeRF concat. (repro.)Setting=Optimized per Scene2023.03 | 20.97 | 23.56 | 0.877 | 0.794 | — | |
| mip-NeRFSetting=Optimized per Scene2023.03 | 20.71 | 23.58 | 0.879 | 0.799 | — | |
| PixelNeRFSetting=feed-forward inference2023.12 | 20.4 | — | — | 0.768 | 0.22 | |
| MVSNeRFSetting=Trained on DTU2023.03 | 20.32 | 22.4 | 0.853 | 0.735 | — | |
| MVSNeRF ftSetting=Trained on DTU and Optimized per Scene2023.03 | 20.32 | 22.22 | 0.853 | 0.736 | — | |
| SRF ftSetting=Trained on DTU and Optimized per Scene2023.03 | 19.97 | 20.75 | 0.785 | 0.678 | — | |
| SRFSetting=Trained on DTU2023.03 | 18.56 | 18.35 | 0.752 | 0.652 | — | |
| SRFSetting=feed-forward inference2023.12 | 18.35 | — | — | 0.752 | 0.232 |