Novel View Synthesis on LLFF 3-view (test)
22.05PSNRStereoGS*
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| StereoGS*training_views=32026.06 | 22.05 | 0.783 | 0.147 | |
| StereoGStraining_views=32026.06 | 21.91 | 0.773 | 0.157 | |
| Binocular-Guided 3D Gaussian SplattingNumber of input views=32024.10 | 21.44 | 0.751 | 0.168 | |
| Binocular3DGStraining_views=32026.06 | 21.44 | 0.751 | 0.168 | |
| Simple-NeRFInput Views=3, Masking=masked2024.04 | 21.37 | 0.694 | 0.2559 | |
| D2GStraining_views=32026.06 | 21.35 | 0.746 | 0.179 | |
| ReconFusionNumber of input views=32024.10 | 21.34 | 0.724 | 0.203 | |
| MuRFNumber of input views=32024.10 | 21.26 | 0.722 | 0.245 | |
| CoR-GSInput Views=3, Masking=masked2024.04 | 21.25 | 0.7332 | 0.186 | |
| hierarchical 3D Gaussian SplattingArchitecture=Gaussian-based2026.03 | 21.17 | 0.746 | 0.175 | |
| NexusGSArchitecture=Gaussian-based2026.03 | 21.07 | 0.738 | 0.177 | |
| NexusGStraining_views=32026.06 | 21.07 | 0.738 | 0.177 | |
| FreeNeRFInput Views=3, Masking=masked2024.04 | 20.93 | 0.6583 | 0.2754 | |
| DropGaussiantraining_views=32026.06 | 20.76 | 0.713 | 0.2 | |
| ViP-NeRFInput Views=3, Masking=masked2024.04 | 20.54 | 0.6548 | 0.2798 | |
| MVPGStraining_views=32026.06 | 20.54 | 0.727 | 0.194 | |
| CoR-GSArchitecture=Gaussian-based2026.03 | 20.45 | 0.712 | 0.196 | |
| CoR-GStraining_views=32026.06 | 20.45 | 0.712 | 0.196 | |
| FSGSArchitecture=Gaussian-based2026.03 | 20.43 | 0.682 | 0.248 | |
| FSGSNumber of input views=32024.10 | 20.31 | 0.652 | 0.288 | |
| FSGStraining_views=32026.06 | 20.31 | 0.652 | 0.288 | |
| RegNeRFInput Views=3, Masking=masked2024.04 | 20.22 | 0.6334 | 0.2908 | |
| DS-NeRFInput Views=3, Masking=masked2024.04 | 20.2 | 0.6321 | 0.3031 | |
| SparseNeRFNumber of input views=32024.10 | 19.86 | 0.714 | 0.243 | |
| SparseNeRFArchitecture=NeRF-based2026.03 | 19.86 | 0.624 | 0.328 | |
| SparseNeRFtraining_views=32026.06 | 19.86 | 0.624 | 0.328 | |
| FreeNeRFNumber of input views=32024.10 | 19.63 | 0.612 | 0.308 | |
| FreeNeRFArchitecture=NeRF-based2026.03 | 19.63 | 0.612 | 0.308 | |
| FreeNeRFtraining_views=32026.06 | 19.63 | 0.612 | 0.308 | |
| CoR-GSInput Views=3, Masking=unmasked2024.04 | 19.49 | 0.6656 | 0.2409 | |
| Simple-NeRFInput Views=3, Masking=unmasked2024.04 | 19.47 | 0.6222 | 0.3259 | |
| FreeNeRFInput Views=3, Masking=unmasked2024.04 | 19.3 | 0.596 | 0.3415 | |
| DNGaussianNumber of input views=32024.10 | 19.12 | 0.591 | 0.294 | |
| DNGaussianArchitecture=Gaussian-based2026.03 | 19.12 | 0.591 | 0.294 | |
| DNGaussiantraining_views=32026.06 | 19.12 | 0.591 | 0.294 | |
| RegNeRFNumber of input views=32024.10 | 19.08 | 0.587 | 0.336 | |
| RegNeRFtraining_views=32026.06 | 19.08 | 0.587 | 0.336 | |
| DS-NeRFInput Views=3, Masking=unmasked2024.04 | 18.97 | 0.5774 | 0.3641 | |
| ViP-NeRFInput Views=3, Masking=unmasked2024.04 | 18.89 | 0.5907 | 0.3365 | |
| DDP-NeRFInput Views=3, Masking=masked2024.04 | 18.73 | 0.6152 | 0.325 | |
| RegNeRFInput Views=3, Masking=unmasked2024.04 | 18.65 | 0.5677 | 0.3602 | |
| 3DGSArchitecture=Gaussian-based2026.03 | 18.54 | 0.588 | 0.272 | |
| DDP-NeRFInput Views=3, Masking=unmasked2024.04 | 17.71 | 0.5628 | 0.3869 | |
| InstantSplatInput Views=3, Masking=masked2024.04 | 17.49 | 0.4603 | 0.2974 | |
| InstantSplatInput Views=3, Masking=unmasked2024.04 | 16.34 | 0.4227 | 0.3364 | |
| 3DGStraining_views=32026.06 | 16.02 | 0.465 | 0.378 | |
| 3DGSNumber of input views=32024.10 | 15.52 | 0.405 | 0.408 | |
| DietNeRFNumber of input views=32024.10 | 14.94 | 0.37 | 0.496 | |
| DietNeRFArchitecture=NeRF-based2026.03 | 14.94 | 0.37 | 0.496 | |
| DietNeRFInput Views=3, Masking=unmasked2024.04 | 11.77 | 0.3297 | 0.7254 | |
| DietNeRFInput Views=3, Masking=masked2024.04 | 11.76 | 0.3405 | 0.612 | |
| InfoNeRFInput Views=3, Masking=unmasked2024.04 | 8.52 | 0.1859 | 0.7679 | |
| InfoNeRFInput Views=3, Masking=masked2024.04 | 8.38 | 0.1953 | 0.6732 |