Novel View Synthesis on LLFF 9-view
26.731PSNRCoMapGS
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| CoMapGSInitialization=CoR-GS [38]2025.03 | 26.731 | 0.886 | 0.082 | — | — | — | |
| ComapGSViews=92026.03 | 26.73 | 0.886 | 0.082 | — | — | — | |
| CoMapGS2026.05 | 26.73 | 0.886 | 0.082 | — | — | — | |
| CoR-GSreproduced=true2025.03 | 26.475 | 0.881 | 0.086 | — | — | — | |
| ICO-GSViews=92026.03 | 26.45 | 0.881 | 0.096 | — | — | — | |
| PairDropGSCategory=3DGS-based2026.05 | 26.31 | 0.88 | 0.087 | — | — | — | |
| CoMapGSInitialization=FSGS [41]2025.03 | 26.292 | 0.879 | 0.092 | — | — | — | |
| Ours2026.06 | 26.27 | 0.875 | 0.088 | — | — | — | |
| DropAnSH-GSMethod Category=3DGS-based2026.02 | 26.24 | 0.875 | 0.088 | — | — | — | |
| DropAnSH-GSCategory=3DGS-based2026.05 | 26.24 | 0.875 | 0.088 | — | — | — | |
| DOC-GSCategory=3DGS-based2026.04 | 26.23 | 0.876 | 0.087 | — | — | — | |
| TWINGS2026.05 | 26.23 | 0.876 | 0.085 | — | — | — | |
| Flat Minima Optimization for 3DGSviews=92026.07 | 26.23 | 0.875 | 0.088 | — | — | — | |
| PairDropGS-SCategory=3DGS-based2026.05 | 26.22 | 0.879 | 0.092 | — | — | — | |
| DropGaussianModel Category=3DGS-based2025.04 | 26.21 | 0.874 | 0.088 | — | — | — | |
| DropGaussiansViews=92026.03 | 26.21 | 0.874 | 0.088 | — | — | — | |
| DropGaussianCategory=3DGS-based2026.04 | 26.21 | 0.874 | 0.088 | — | — | — | |
| DropGaussian2026.05 | 26.21 | 0.874 | 0.088 | — | — | — | |
| DropGaussian2026.06 | 26.21 | 0.874 | 0.088 | — | — | — | |
| DropGaussianviews=92026.07 | 26.21 | 0.874 | 0.088 | — | — | — | |
| BinocularGSViews=92026.03 | 26.17 | 0.877 | 0.09 | — | — | — | |
| CoR-GSModel Category=3DGS-based2025.04 | 26.06 | 0.874 | 0.089 | — | — | — | |
| CoR-GSViews=92026.03 | 26.06 | 0.874 | 0.089 | — | — | — | |
| CoR-GSCategory=3DGS-based2026.04 | 26.06 | 0.874 | 0.089 | — | — | — | |
| CoR-GS2026.05 | 26.06 | 0.874 | 0.089 | — | — | — | |
| CoR-GS2026.06 | 26.06 | 0.874 | 0.089 | — | — | — | |
| CoR-GSviews=92026.07 | 26.06 | 0.874 | 0.089 | — | — | — | |
| FSGSreproduced=true2025.03 | 26.006 | 0.875 | 0.095 | — | — | — | |
| CoR-GSMethod Category=3DGS-based2026.02 | 25.94 | 0.872 | 0.088 | — | — | — | |
| CoR-GSCategory=3DGS-based2026.05 | 25.94 | 0.872 | 0.088 | — | — | — | |
| DropGaussianMethod Category=3DGS-based2026.02 | 25.85 | 0.864 | 0.093 | — | — | — | |
| DropGaussianCategory=3DGS-based2026.05 | 25.85 | 0.864 | 0.093 | — | — | — | |
| 3DGS2025.03 | 25.44 | 0.86 | 0.096 | — | — | — | |
| 3DGSModel Category=3DGS-based2025.04 | 25.44 | 0.86 | 0.096 | — | — | — | |
| 3DGSMethod Category=3DGS-based2026.02 | 25.44 | 0.86 | 0.096 | — | — | — | |
| 3DGSCategory=3DGS-based2026.04 | 25.44 | 0.86 | 0.096 | — | — | — | |
| 3DGSCategory=3DGS-based2026.05 | 25.44 | 0.86 | 0.096 | — | — | — | |
| 3DGS2026.05 | 25.44 | 0.86 | 0.096 | — | — | — | |
| 3DGS2026.06 | 25.44 | 0.86 | 0.096 | — | — | — | |
| 3DGSviews=92026.07 | 25.44 | 0.86 | 0.096 | — | — | — | |
| FSGSViews=92026.03 | 25.32 | 0.856 | 0.136 | — | — | — | |
| FSGSModel Category=3DGS-based2025.04 | 25.31 | 0.86 | 0.122 | — | — | — | |
| FSGSMethod Category=3DGS-based2026.02 | 25.31 | 0.86 | 0.122 | — | — | — | |
| FSGSCategory=3DGS-based2026.04 | 25.31 | 0.86 | 0.122 | — | — | — | |
| FSGSCategory=3DGS-based2026.05 | 25.31 | 0.86 | 0.122 | — | — | — | |
| FSGS2026.05 | 25.31 | 0.86 | 0.122 | — | — | — | |
| FSGS2026.06 | 25.31 | 0.86 | 0.122 | — | — | — | |
| FSGSviews=92026.07 | 25.31 | 0.86 | 0.122 | — | — | — | |
| ReconFusionPretrain=true2024.12 | 25.21 | 0.848 | 0.134 | — | 0.054 | — | |
| ReconFusion2025.03 | 25.21 | 0.848 | 0.134 | — | — | — | |
| MixNeRFApproach=Regularization2023.02 | 25.2 | 0.833 | 0.087 | — | 0.052 | — | |
| IPSMPretrain=false, Experiments=Exp. 22024.12 | 25.2 | 0.856 | 0.111 | — | 0.05 | — | |
| IPSMPretrain=false, Experiments=Exp. 32024.12 | 25.19 | 0.856 | 0.11 | — | 0.05 | — | |
| FreeNeRFSetting=Optimized per Scene2023.03 | 25.13 | 0.827 | 0.16 | 0.064 | — | — | |
| IPSMPretrain=false, Experiments=Mean2024.12 | 25.13 | 0.855 | 0.111 | — | 0.051 | — | |
| FreeNeRF2025.03 | 25.13 | 0.827 | 0.16 | — | — | — | |
| FreeNeRFModel Category=NeRF-based2025.04 | 25.13 | 0.827 | 0.16 | — | — | — | |
| FreeNeRFMethod Category=NeRF-based2026.02 | 25.13 | 0.827 | 0.16 | — | — | — | |
| DropoutGSMethod Category=3DGS-based2026.02 | 25.13 | 0.869 | 0.099 | — | — | — | |
| FreeNeRFViews=92026.03 | 25.13 | 0.827 | 0.16 | — | — | — | |
| FreeNeRFCategory=NeRF-based2026.04 | 25.13 | 0.827 | 0.16 | — | — | — | |
| FreeNeRFCategory=NeRF-based2026.05 | 25.13 | 0.827 | 0.16 | — | — | — | |
| DropoutGSCategory=3DGS-based2026.05 | 25.13 | 0.869 | 0.099 | — | — | — | |
| FreeNeRF2026.05 | 25.13 | 0.827 | 0.16 | — | — | — | |
| FreeNeRF2026.06 | 25.13 | 0.827 | 0.16 | — | — | — | |
| FreeNeRFPretrain=false2024.12 | 25.12 | 0.82 | 0.193 | — | 0.063 | — | |
| Geometric BaselineSetting=Optimized per Scene2023.02 | 25.1 | 0.802 | — | — | 0.066 | 0.189 | |
| DiffusioNeRFSetting=Optimized per Scene2023.02 | 25.02 | 0.785 | — | — | 0.071 | 0.212 | |
| IPSMPretrain=false, Experiments=Exp. 12024.12 | 25.02 | 0.854 | 0.113 | — | 0.051 | — | |
| mip-NeRF concat. (repro.)Setting=Optimized per Scene2023.03 | 24.88 | 0.826 | 0.16 | 0.066 | — | — | |
| RegNeRF concat. (repro.)Setting=Optimized per Scene2023.03 | 24.88 | 0.826 | 0.159 | 0.065 | — | — | |
| Mip-NeRF2025.03 | 24.88 | 0.826 | 0.16 | — | — | — | |
| Mip-NeRFModel Category=NeRF-based2025.04 | 24.88 | 0.826 | 0.17 | — | — | — | |
| Mip-NeRFMethod Category=NeRF-based2026.02 | 24.88 | 0.826 | 0.17 | — | — | — | |
| Mip-NeRFCategory=NeRF-based2026.04 | 24.88 | 0.826 | 0.17 | — | — | — | |
| Mip-NeRFCategory=NeRF-based2026.05 | 24.88 | 0.826 | 0.17 | — | — | — | |
| Mip-NeRF2026.05 | 24.88 | 0.826 | 0.16 | — | — | — | |
| RegNeRFSetting=Optimized per Scene2023.03 | 24.86 | 0.82 | 0.161 | 0.067 | — | — | |
| RegNeRFApproach=Regularization2023.02 | 24.86 | 0.82 | 0.161 | — | 0.067 | — | |
| RegNeRFSetting=Optimized per Scene2023.02 | 24.86 | 0.82 | — | — | 0.067 | 0.161 | |
| RegNeRF2025.03 | 24.86 | 0.82 | 0.161 | — | — | — | |
| RegNeRFModel Category=NeRF-based2025.04 | 24.86 | 0.82 | 0.161 | — | — | — | |
| RegNeRFMethod Category=NeRF-based2026.02 | 24.86 | 0.82 | 0.161 | — | — | — | |
| RegNeRFViews=92026.03 | 24.86 | 0.82 | 0.161 | — | — | — | |
| RegNeRFCategory=NeRF-based2026.04 | 24.86 | 0.82 | 0.161 | — | — | — | |
| RegNeRFCategory=NeRF-based2026.05 | 24.86 | 0.82 | 0.161 | — | — | — | |
| RegNeRF2026.05 | 24.86 | 0.82 | 0.161 | — | — | — | |
| RegNeRF2026.06 | 24.86 | 0.82 | 0.161 | — | — | — | |
| RegNeRFPretrain=false2024.12 | 24.84 | 0.82 | 0.196 | — | 0.065 | — | |
| DiffusioNeRFPretrain=true2024.12 | 24.62 | 0.807 | 0.216 | — | 0.069 | — | |
| DiffusioNeRF2025.03 | 24.62 | 0.807 | 0.216 | — | — | — | |
| DietNeRFSetting=Optimized per Scene2023.03 | 24.28 | 0.801 | 0.183 | 0.073 | — | — | |
| DietNeRFApproach=Regularization2023.02 | 24.28 | 0.801 | 0.183 | — | 0.073 | — | |
| DietNeRFSetting=Optimized per Scene2023.02 | 24.28 | 0.801 | — | — | 0.073 | 0.183 | |
| DietNeRF2025.03 | 24.28 | 0.801 | 0.183 | — | — | — | |
| DietNeRFModel Category=NeRF-based2025.04 | 24.28 | 0.801 | 0.183 | — | — | — | |
| DietNeRFMethod Category=NeRF-based2026.02 | 24.28 | 0.801 | 0.183 | — | — | — | |
| DietNeRFViews=92026.03 | 24.28 | 0.801 | 0.183 | — | — | — | |
| DietNeRFCategory=NeRF-based2026.04 | 24.28 | 0.801 | 0.183 | — | — | — | |
| DietNeRFCategory=NeRF-based2026.05 | 24.28 | 0.801 | 0.183 | — | — | — |