Novel View Synthesis on DTU 6-view (test)
23.25Object PSNRFreeNeRF
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| FreeNeRFSetting=Optimized per Scene2023.03 | 23.25 | 0.844 | 22.39 | 0.779 | — | — | — | |
| RegNeRFSetting=Optimized per Scene2023.03 | 22.2 | 0.841 | 19.1 | 0.757 | — | — | — | |
| RegNeRF concat. (repro.)Setting=Optimized per Scene2023.03 | 22.18 | 0.844 | 19.12 | 0.754 | — | — | — | |
| MVSNeRFSetting=Trained on DTU2023.03 | 20.7 | 0.823 | 18.26 | 0.695 | — | — | — | |
| DietNeRFSetting=Optimized per Scene2023.03 | 20.63 | 0.778 | 18.7 | 0.668 | — | — | — | |
| PixelNeRF ftSetting=Trained on DTU and Optimized per Scene2023.03 | 20.56 | 0.753 | 21.52 | 0.67 | — | — | — | |
| MVSNeRF ftSetting=Trained on DTU and Optimized per Scene2023.03 | 20.49 | 0.822 | 18.22 | 0.694 | — | — | — | |
| PixelNeRFSetting=Trained on DTU2023.03 | 19.11 | 0.745 | 21.02 | 0.684 | — | — | — | |
| SRF ftSetting=Trained on DTU and Optimized per Scene2023.03 | 18.87 | 0.757 | 18.69 | 0.657 | — | — | — | |
| SRFSetting=Trained on DTU2023.03 | 17.54 | 0.73 | 17.77 | 0.616 | — | — | — | |
| mip-NeRF concat. (repro.)Setting=Optimized per Scene2023.03 | 16.84 | 0.754 | 14.15 | 0.56 | — | — | — | |
| mip-NeRFSetting=Optimized per Scene2023.03 | 16.54 | 0.741 | 14.33 | 0.568 | — | — | — | |
| DietNeRFSetting=per-scene optimization2023.12 | — | — | — | — | 20.63 | 0.778 | 0.201 | |
| DiffusioNeRFSetting=per-scene optimization2023.12 | — | — | — | — | 20.34 | 0.818 | 0.139 | |
| ENeRFSetting=feed-forward inference, Note=Enhanced ENeRF baseline2023.12 | — | — | — | — | 21.82 | 0.894 | 0.131 | |
| Mip-NeRFSetting=per-scene optimization2023.12 | — | — | — | — | 16.65 | 0.741 | 0.198 | |
| MuRFSetting=feed-forward inference2023.12 | — | — | — | — | 23.74 | 0.921 | 0.095 | |
| MVSNeRFSetting=feed-forward inference2023.12 | — | — | — | — | 20.7 | 0.823 | 0.156 | |
| PixelNeRFSetting=feed-forward inference2023.12 | — | — | — | — | 19.11 | 0.745 | 0.232 | |
| RegNeRFSetting=per-scene optimization2023.12 | — | — | — | — | 22.2 | 0.841 | 0.117 | |
| SRFSetting=feed-forward inference2023.12 | — | — | — | — | 17.54 | 0.73 | 0.25 |