Novel View Synthesis on Ricoh360 (test)
25.57PSNRmip-NeRF 360
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| mip-NeRF 360Training Step=100k2023.03 | 25.57 | 27.62 | 0.268 | 0.778 | 0.77 | — | |
| OmniGSFoV=360◦ × 180◦, Train (min)=18.12026.06 | 25.34 | — | 0.195 | 0.872 | — | 84.3 | |
| EgoNeRFTraining Step=100k2023.03 | 25.25 | 27.5 | 0.286 | 0.763 | 0.758 | — | |
| TensoRFTraining Step=100k2023.03 | 25.16 | 27.13 | 0.376 | 0.732 | 0.724 | — | |
| NeRFTraining Step=100k2023.03 | 24.91 | 26.65 | 0.384 | 0.721 | 0.702 | — | |
| DVGOTraining Step=100k2023.03 | 24.9 | 27.28 | 0.376 | 0.732 | 0.729 | — | |
| EgoNeRFTraining Step=10k2023.03 | 24.71 | 26.98 | 0.314 | 0.746 | 0.74 | — | |
| UniTriSplatFoV=360◦ × 180◦, Train (min)=29.02026.06 | 24.7 | — | 0.212 | 0.864 | — | 86.3 | |
| EgoNeRFTraining Step=5k2023.03 | 24.52 | 26.74 | 0.331 | 0.737 | 0.729 | — | |
| mip-NeRF 360Training Step=10k2023.03 | 24.28 | 26.28 | 0.384 | 0.725 | 0.71 | — | |
| TensoRFTraining Step=10k2023.03 | 23.82 | 25.75 | 0.481 | 0.694 | 0.678 | — | |
| TensoRFTraining Step=5k2023.03 | 23.2 | 25.16 | 0.542 | 0.676 | 0.658 | — | |
| DVGOTraining Step=10k2023.03 | 23.08 | 25.28 | 0.529 | 0.678 | 0.664 | — | |
| OP43DGSFoV=360◦ × 180◦, Train (min)=71.12026.06 | 23.07 | — | 0.221 | 0.833 | — | 80.9 | |
| NeRFTraining Step=10k2023.03 | 22.78 | 24.49 | 0.538 | 0.663 | 0.638 | — | |
| DVGOTraining Step=5k2023.03 | 22.45 | 24.59 | 0.573 | 0.664 | 0.646 | — | |
| mip-NeRF 360Training Step=5k2023.03 | 22.3 | 24.12 | 0.555 | 0.632 | 0.604 | — | |
| NeRFTraining Step=5k2023.03 | 22.09 | 23.82 | 0.576 | 0.649 | 0.623 | — | |
| ODGSFoV=360◦ × 180◦, Train (min)=42.82026.06 | 21.89 | — | 0.246 | 0.813 | — | 78.6 | |
| OmniSplat+opt2024.12 | 20.63 | — | 0.3541 | 0.6367 | — | — | |
| OmniSplat2024.12 | 19.72 | — | 0.3886 | 0.6041 | — | — | |
| PixelSplat (P)2024.12 | 19.36 | — | 0.3626 | 0.6307 | — | — | |
| MVSplat (P)2024.12 | 18.99 | — | 0.3726 | 0.6394 | — | — | |
| MVSplat (Y)2024.12 | 17.88 | — | 0.4123 | 0.5482 | — | — | |
| PanoGRF2024.12 | 17.56 | — | 0.4355 | 0.5827 | — | — | |
| ODGS2024.12 | 17.51 | — | 0.3911 | 0.5309 | — | — | |
| PixelSplat (O)2024.12 | 17.06 | — | 0.5539 | 0.3878 | — | — | |
| LatentSplat (P)2024.12 | 16.89 | — | 0.5927 | 0.4113 | — | — | |
| DepthSplat (O)2024.12 | 15.85 | — | 0.51 | 0.5012 | — | — | |
| MVSplat (O)2024.12 | 15.68 | — | 0.4524 | 0.488 | — | — |