Novel View Synthesis on MipNeRF 360 Indoor
32.29PSNRZip-NeRF
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Zip-NeRFReal-time=false2023.12 | 32.29 | 0.931 | 0.106 | |
| DBSCategory=Volumetric Primitives, Variant=†2026.03 | 32.29 | 0.936 | 0.22 | |
| Zip-NeRFCategory=Implicit Methods2026.03 | 32.25 | 0.926 | 0.167 | |
| DBS2025.12 | 32.18 | 0.935 | 0.169 | |
| Octree-GS-ScaffoldCategory=Volumetric Primitives2026.03 | 32.08 | 0.937 | 0.155 | |
| DBSTarget Primitives=1M2025.12 | 31.98 | 0.933 | 0.174 | |
| AdamW-GS (MC8)Base Pipeline=3DGS-MCMC, ∆Na=+6.33%2026.01 | 31.934 | 0.935 | 0.172 | |
| Mip-NeRF 360Real-time=false2023.12 | 31.72 | 0.917 | 0.18 | |
| MipNeRF 3602024.10 | 31.72 | 0.917 | 0.18 | |
| MipNeRF3602024.06 | 31.72 | 0.917 | 0.18 | |
| MipNeRF3602024.06 | 31.72 | 0.917 | 0.18 | |
| MipNeRF 3602024.11 | 31.72 | 0.917 | 0.18 | |
| Mip-NeRF 360Method category=NeRF-based2025.12 | 31.72 | 0.917 | 0.18 | |
| Mip-NeRF 360Category=Implicit Methods2026.03 | 31.72 | 0.917 | 0.179 | |
| Mip-NeRF3602026.05 | 31.58 | 0.914 | 0.182 | |
| Original MCMC∆Na=-2.97%2026.01 | 31.502 | 0.93 | 0.182 | |
| Fourier SplattingCategory=Planar Primitives2026.03 | 31.44 | 0.93 | 0.162 | |
| 3DGS-MCMC2025.12 | 31.34 | 0.929 | 0.181 | |
| 3DCSCategory=Volumetric Primitives2026.03 | 31.33 | 0.927 | 0.166 | |
| NexelsTarget Primitives=1M2025.12 | 31.32 | 0.926 | 0.155 | |
| DBSTarget Primitives=400K2025.12 | 31.25 | 0.924 | 0.192 | |
| AdamW-GS (GS8)Base Pipeline=3DGS, ∆Na=-50.4%2026.01 | 31.209 | 0.925 | 0.191 | |
| 3DGS2026.02 | 31.2 | 0.931 | 0.164 | |
| 3DGS+eregularization=effective rank2024.06 | 31.16 | 0.953 | 0.181 | |
| 3DGS-MCMCTarget Primitives=1M2025.12 | 31.16 | 0.926 | 0.189 | |
| BBSplatTarget Primitives=400K2025.12 | 31.16 | 0.926 | 0.17 | |
| 3DGS2024.06 | 31.13 | 0.92 | 0.189 | |
| vanilla 3DGS∆Na=1.331m2026.01 | 31.08 | 0.925 | 0.189 | |
| 3DGS-MCMCCategory=Volumetric Primitives, Variant=‡2026.03 | 31.08 | 0.917 | 0.208 | |
| RePR∆Na=-40.6%2026.01 | 31.055 | 0.924 | 0.19 | |
| HybridNeRFReal-time=true2023.12 | 31.01 | 0.92 | 0.095 | |
| 3DGS2024.10 | 30.99 | 0.926 | 0.199 | |
| 3DGSMethod category=GS-based2025.12 | 30.99 | 0.926 | 0.199 | |
| MaskGaussion∆Na=-61.5%2026.01 | 30.988 | 0.924 | 0.192 | |
| 3D Gaussian splattingReal-time=true2023.12 | 30.94 | 0.927 | 0.081 | |
| NexelsTarget Primitives=400K2025.12 | 30.94 | 0.921 | 0.164 | |
| 3DTSreproduced=true2025.12 | 30.91 | 0.933 | 0.141 | |
| MipSplatting2024.11 | 30.9 | 0.921 | 0.194 | |
| Mip-Splatting2025.12 | 30.9 | 0.921 | 0.194 | |
| TriaGS2025.12 | 30.89 | 0.93 | 0.164 | |
| TriSplat2025.12 | 30.8 | 0.928 | 0.16 | |
| GOFMethod category=GS-based2025.12 | 30.8 | 0.928 | 0.167 | |
| Tri. SplattingCategory=Planar Primitives2026.03 | 30.8 | 0.928 | 0.16 | |
| GOF2024.11 | 30.79 | 0.924 | 0.184 | |
| GOF2025.12 | 30.79 | 0.924 | 0.184 | |
| GS-Pull2024.10 | 30.78 | 0.925 | 0.182 | |
| UTrice2025.12 | 30.77 | 0.931 | 0.146 | |
| RaDe-GS2024.11 | 30.74 | 0.928 | 0.165 | |
| RaDe-GS2025.12 | 30.74 | 0.928 | 0.165 | |
| GSM-GS2026.02 | 30.66 | 0.932 | 0.151 | |
| BBSplatCategory=Planar Primitives, Variant=†2026.03 | 30.62 | 0.921 | 0.178 | |
| VCR-GauSFPS=1282024.06 | 30.53 | 0.921 | 0.184 | |
| MiniSplatting2025.12 | 30.43 | 0.922 | 0.188 | |
| 3DGSFPS=1342024.06 | 30.41 | 0.92 | 0.189 | |
| 3DGS2024.11 | 30.41 | 0.92 | 0.189 | |
| 2DGS2025.12 | 30.41 | 0.917 | 0.192 | |
| 3D GS2025.12 | 30.41 | 0.92 | 0.189 | |
| 3DGSreproduced=false2025.12 | 30.41 | 0.92 | 0.192 | |
| 2DGSreproduced=false2025.12 | 30.41 | 0.916 | 0.195 | |
| 3DGSCategory=Volumetric Primitives2026.03 | 30.41 | 0.92 | 0.189 | |
| 3DGSAvg. #Gaussians=3.06 M2026.05 | 30.41 | 0.92 | 0.189 | |
| 3DGS2025.12 | 30.4 | 0.92 | 0.19 | |
| 2D GS2025.12 | 30.4 | 0.916 | 0.195 | |
| GOF2026.02 | 30.4 | 0.917 | 0.189 | |
| 2DGSCategory=Planar Primitives2026.03 | 30.4 | 0.916 | 0.195 | |
| 2DGSAvg. #Gaussians=1.75 M2026.05 | 30.4 | 0.916 | 0.195 | |
| 2DGS2024.10 | 30.39 | 0.924 | 0.183 | |
| 2DGSMethod category=GS-based2025.12 | 30.39 | 0.923 | 0.183 | |
| PGSR2025.12 | 30.36 | 0.934 | 0.147 | |
| NeST-Splat2025.12 | 30.35 | 0.909 | 0.176 | |
| BBSplatTarget Primitives=100K2025.12 | 30.34 | 0.918 | 0.184 | |
| 3DGRT2026.05 | 30.23 | 0.92 | — | |
| PGSR2026.02 | 30.16 | 0.929 | 0.159 | |
| 3DGS-MCMCTarget Primitives=400K2025.12 | 30.13 | 0.907 | 0.225 | |
| 3DGRTreproduced=true2025.12 | 30.12 | 0.916 | 0.245 | |
| 2DGSFPS=272024.06 | 30.1 | 0.913 | 0.211 | |
| GEFMethod category=GS-based2025.12 | 30.08 | 0.944 | 0.084 | |
| 2DGS2024.11 | 30.06 | 0.909 | 0.213 | |
| 2DGS2026.02 | 30.06 | 0.91 | 0.214 | |
| StopThePopAvg. #Gaussians=1.54 M2026.05 | 30.03 | 0.917 | 0.194 | |
| NexelsTarget Primitives=100K2025.12 | 29.94 | 0.906 | 0.183 | |
| Ours (SH)representation=SH2024.11 | 29.93 | 0.916 | 0.194 | |
| Ours (Latent)representation=Latent2024.11 | 29.92 | 0.906 | 0.219 | |
| Ours (GaussianRT)Avg. #Gaussians=0.96 M2026.05 | 29.55 | 0.911 | 0.195 | |
| SuGaR2024.10 | 29.44 | 0.911 | 0.216 | |
| SuGaRMethod category=GS-based2025.12 | 29.44 | 0.911 | 0.216 | |
| SuGaR2024.06 | 29.43 | 0.906 | 0.225 | |
| SuGaR2024.11 | 29.43 | 0.906 | 0.225 | |
| NexelsTarget Primitives=40K2025.12 | 29.38 | 0.9 | 0.19 | |
| NexelsTarget Primitives=40K, T=2^192025.12 | 29.19 | 0.894 | 0.199 | |
| iNGPReal-time=false2023.12 | 29.15 | 0.88 | 0.216 | |
| BakedSDFReal-time=true2023.12 | 29.15 | 0.88 | 0.216 | |
| Instant-NGP2024.10 | 29.15 | 0.88 | 0.216 | |
| Instant NGPFPS=<102024.06 | 29.15 | 0.88 | 0.216 | |
| Instant NGP2024.06 | 29.15 | 0.88 | 0.216 | |
| INGP2024.11 | 29.15 | 0.88 | 0.216 | |
| Instant NGP2025.12 | 29.15 | 0.88 | 0.216 | |
| Instant-NGPMethod category=NeRF-based2025.12 | 29.15 | 0.88 | 0.216 | |
| BBSplatTarget Primitives=40K2025.12 | 28.85 | 0.886 | 0.228 | |
| SVSReal-time=false2023.12 | 28.22 | 0.907 | 0.16 |