Novel View Synthesis on LLFF 3-shot
20PSNRDRAE
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| DRAEn_shots=32025.07 | 20 | 0.678 | 0.255 | 0.115 | |
| FreeNeRFSetting=Optimized per Scene2023.03 | 19.63 | 0.612 | 0.308 | 0.134 | |
| GNTn_shots=32025.07 | 19.58 | 0.653 | 0.279 | 0.121 | |
| RegNeRFSetting=Optimized per Scene2023.03 | 19.08 | 0.587 | 0.336 | 0.149 | |
| RegNeRF concat. (repro.)Setting=Optimized per Scene2023.03 | 18.84 | 0.573 | 0.345 | 0.15 | |
| MVSNeRF ftSetting=Trained on DTU and Optimized per Scene2023.03 | 17.88 | 0.584 | 0.327 | 0.157 | |
| PixelNeRFn_shots=32025.07 | 17.54 | 0.543 | 0.502 | 0.181 | |
| MVSNeRFSetting=Trained on DTU2023.03 | 17.25 | 0.557 | 0.356 | 0.171 | |
| SRF ftSetting=Trained on DTU and Optimized per Scene2023.03 | 17.07 | 0.436 | 0.529 | 0.203 | |
| MVSNeRFn_shots=32025.07 | 17.05 | 0.486 | 0.48 | 0.189 | |
| IBRNetn_shots=32025.07 | 16.89 | 0.539 | 0.458 | 0.185 | |
| PixelNeRF ftSetting=Trained on DTU and Optimized per Scene2023.03 | 16.17 | 0.438 | 0.512 | 0.217 | |
| mip-NeRF concat. (repro.)Setting=Optimized per Scene2023.03 | 16.11 | 0.401 | 0.46 | 0.215 | |
| DietNeRFSetting=Optimized per Scene2023.03 | 14.94 | 0.37 | 0.496 | 0.24 | |
| mip-NeRFSetting=Optimized per Scene2023.03 | 14.62 | 0.351 | 0.495 | 0.246 | |
| SRFSetting=Trained on DTU2023.03 | 12.34 | 0.25 | 0.591 | 0.313 | |
| PixelNeRFSetting=Trained on DTU2023.03 | 7.93 | 0.272 | 0.682 | 0.461 |