Novel View Synthesis on LLFF Forward-facing (test)
26.92PSNRJAXNeRF
Evaluation results
| Method | Links | |||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| JAXNeRF2022.07 | 26.92 | 0.831 | 0.173 | — | — | — | — | — | — | — | — | — | — | |
| NeRF2022.07 | 26.5 | 0.811 | 0.25 | — | — | — | — | — | — | — | — | — | — | |
| MobileNeRF2022.07 | 25.91 | 0.825 | 0.183 | — | — | — | — | — | — | — | — | — | — | |
| SNeRG2022.07 | 25.63 | 0.818 | 0.183 | — | — | — | — | — | — | — | — | — | — | |
| IPSMBase Model=3DGS, Training Strategy=Optimized per Scene2024.12 | 20.44 | 0.702 | 0.207 | — | — | — | — | — | — | — | — | — | 0.101 | |
| FSGSBase Model=3DGS, Training Strategy=Optimized per Scene2024.12 | 20.43 | 0.682 | 0.248 | — | — | — | — | — | — | — | — | — | 0.108 | |
| DNGaussianBase Model=3DGS, Training Strategy=Optimized per Scene, SfM Initialization=true2024.12 | 19.94 | 0.687 | 0.228 | — | — | — | — | — | — | — | — | — | 0.109 | |
| SparseNeRFBase Model=NeRF, Training Strategy=Optimized per Scene2024.12 | 19.86 | 0.624 | 0.328 | — | — | — | — | — | — | — | — | — | 0.127 | |
| FreeNeRFBase Model=NeRF, Training Strategy=Optimized per Scene2024.12 | 19.63 | 0.612 | 0.308 | — | — | — | — | — | — | — | — | — | 0.134 | |
| DNGaussianBase Model=3DGS, Training Strategy=Optimized per Scene2024.12 | 19.12 | 0.591 | 0.294 | — | — | — | — | — | — | — | — | — | 0.132 | |
| RegNeRFBase Model=NeRF, Training Strategy=Optimized per Scene2024.12 | 19.08 | 0.587 | 0.336 | — | — | — | — | — | — | — | — | — | 0.149 | |
| MVSNeRFTraining Strategy=Fine-tuned per Scene2024.12 | 17.88 | 0.584 | 0.327 | — | — | — | — | — | — | — | — | — | 0.157 | |
| MVSNeRFTraining Strategy=Trained on DTU2024.12 | 17.25 | 0.557 | 0.356 | — | — | — | — | — | — | — | — | — | 0.171 | |
| SRFTraining Strategy=Fine-tuned per Scene2024.12 | 17.07 | 0.436 | 0.529 | — | — | — | — | — | — | — | — | — | 0.203 | |
| PixelNeRFTraining Strategy=Fine-tuned per Scene2024.12 | 16.17 | 0.438 | 0.512 | — | — | — | — | — | — | — | — | — | 0.217 | |
| 3DGSBase Model=3DGS, Training Strategy=Optimized per Scene2024.12 | 14.97 | 0.456 | 0.385 | — | — | — | — | — | — | — | — | — | 0.208 | |
| DietNeRFBase Model=NeRF, Training Strategy=Optimized per Scene2024.12 | 14.94 | 0.37 | 0.496 | — | — | — | — | — | — | — | — | — | 0.24 | |
| Mip-NeRFBase Model=NeRF, Training Strategy=Optimized per Scene2024.12 | 14.62 | 0.351 | 0.495 | — | — | — | — | — | — | — | — | — | 0.246 | |
| SRFTraining Strategy=Trained on DTU2024.12 | 12.34 | 0.25 | 0.591 | — | — | — | — | — | — | — | — | — | 0.313 | |
| PixelNeRFTraining Strategy=Trained on DTU2024.12 | 7.93 | 0.272 | 0.682 | — | — | — | — | — | — | — | — | — | 0.461 | |
| MobileNeRFResolution=1008x7562022.12 | — | — | — | 12.3 | 13 | 12.4 | 12.8 | 15.1 | 14.5 | 12.8 | 12.9 | 13.2 | — | |
| MobileR2LResolution=1008x7562022.12 | — | — | — | 1.7 | 1.7 | 1.7 | 1.7 | 1.7 | 1.7 | 1.7 | 1.7 | 1.7 | — |