Novel View Synthesis on MipNeRF360
29.32PSNRCoR-GS
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| CoR-GSCams=9, Train time=10 min, VisDom constraint=true2026.06 | 29.32 | — | — | |
| Neural Harmonic Texturesfeatures per primitive=64, MLP=128-wide x 3 hidden layers, iterations=45k2026.04 | 29.01 | 84 | 0.212 | |
| CoR-GSCams=9, Train time=10 min, VisDom constraint=false2026.06 | 28.58 | — | — | |
| Spherical Voronoi2026.04 | 28.56 | 83.5 | 0.228 | |
| ZipNeRF2026.04 | 28.55 | 82.9 | 0.218 | |
| 3DGSCams=9, Train time=2 min, VisDom constraint=true2026.06 | 28.45 | — | — | |
| 3DGS-MCMC2026.04 | 28.21 | 84.1 | 0.214 | |
| FSGSCams=9, Train time=14 min, VisDom constraint=false2026.06 | 28.16 | — | — | |
| GOCams=9, Train time=45 min, VisDom constraint=true2026.06 | 28.14 | — | — | |
| Beta Splatting-MCMC2026.04 | 28.12 | 83.1 | 0.238 | |
| 3DGUT-MCMC2026.04 | 28.08 | 83.7 | 0.218 | |
| ZipNeRFCams=9, Train time=40 min, VisDom constraint=true2026.06 | 28.06 | — | — | |
| GOCams=9, Train time=45 min, VisDom constraint=false2026.06 | 27.94 | — | — | |
| ZeroRFCams=9, Train time=2 hrs, VisDom constraint=false2026.06 | 27.78 | — | — | |
| Scaffold-GSTrain time=23.85 m, Memory=180 MB, Peak #G=0.59 M2024.12 | 27.71 | 81.4 | 0.221 | |
| Mip-SplattingTrain time=41.47 m, Memory=1 GB, Peak #G=4.18 M2024.12 | 27.64 | 82.8 | 0.188 | |
| Mip-NeRF 3602026.04 | 27.6 | 78.8 | 0.275 | |
| 2DGS2026.04 | 27.48 | 81.6 | 0.263 | |
| Taming 3DGSTrain time=15.78 m, Memory=628 MB, Peak #G=2.66 M2024.12 | 27.46 | 81.4 | 0.218 | |
| 3DGSTrain time=30.08 m, Memory=640 MB, Peak #G=2.71 M2024.12 | 27.45 | 81.4 | 0.217 | |
| Turbo-Scaffold-GSTrain time=6.86 m, Memory=203 MB, Peak #G=0.67 M2024.12 | 27.43 | 81.4 | 0.208 | |
| Turbo-3DGSTrain time=12.18m, Memory=861 MB, Peak #G=3.64 M2024.12 | 27.39 | 81.4 | 0.205 | |
| Textured Gaussians2026.04 | 27.35 | 82.7 | — | |
| CoR-GSCams=6, Train time=10 min, VisDom constraint=true2026.06 | 27.35 | — | — | |
| Mini-SplattingTrain time=21.71 m, Memory=117 MB, Peak #G=4.23 M2024.12 | 27.34 | 82.2 | 0.217 | |
| Radiance Meshes2026.04 | 27.15 | 81 | 0.274 | |
| CoR-GSCams=Mean, Train time=10 min, VisDom constraint=true2026.06 | 27.1 | — | — | |
| EAGLESTrain time=22.22 m, Memory=57 MB, Peak #G=1.93 M2024.12 | 27.09 | 80.7 | 0.234 | |
| Turbo-3DGSsensitivity-based pruning=true, Train time=12.10 m, Memory=287 MB, Peak #G=1.29 M2024.12 | 27.06 | 79.8 | 0.253 | |
| Triangle Splatting2026.04 | 27 | 80.8 | 0.231 | |
| Speedy-SplatTrain time=12.99 m, Memory=75 MB, Peak #G=2.43 M2024.12 | 26.93 | 78.6 | 0.288 | |
| 3DGSCams=6, Train time=2 min, VisDom constraint=true2026.06 | 26.72 | — | — | |
| Taming 3DGSSparse Adam=true, Train time=10.05 m, Memory=566 MB, Peak #G=2.39 M2024.12 | 26.64 | 80.9 | 0.227 | |
| Splat FieldsCams=9, Train time=1 hr, VisDom constraint=false2026.06 | 26.58 | — | — | |
| NeST2026.04 | 26.54 | 77.6 | 0.26 | |
| GOCams=6, Train time=45 min, VisDom constraint=true2026.06 | 26.5 | — | — | |
| 3DGSCams=Mean, Train time=2 min, VisDom constraint=true2026.06 | 26.41 | — | — | |
| GOCams=Mean, Train time=45 min, VisDom constraint=true2026.06 | 26.27 | — | — | |
| GOCams=6, Train time=45 min, VisDom constraint=false2026.06 | 26.23 | — | — | |
| FSGSCams=6, Train time=14 min, VisDom constraint=false2026.06 | 26.17 | — | — | |
| CoR-GSCams=Mean, Train time=10 min, VisDom constraint=false2026.06 | 26.14 | — | — | |
| GOCams=Mean, Train time=45 min, VisDom constraint=false2026.06 | 26.06 | — | — | |
| ZipNeRFCams=Mean, Train time=40 min, VisDom constraint=true2026.06 | 25.99 | — | — | |
| FSGSCams=Mean, Train time=14 min, VisDom constraint=false2026.06 | 25.91 | — | — | |
| CoR-GSCams=6, Train time=10 min, VisDom constraint=false2026.06 | 25.81 | — | — | |
| ZipNeRFCams=6, Train time=40 min, VisDom constraint=true2026.06 | 25.8 | — | — | |
| Instant NGP-Big2026.04 | 25.59 | 69.5 | 0.375 | |
| Instant-NGP (Big)Train time=7.50 m, Memory=48 MB2024.12 | 25.59 | 69.9 | 0.331 | |
| Instant-NGPCams=9, Train time=20 min, VisDom constraint=true2026.06 | 25.43 | — | — | |
| CoR-GSCams=4, Train time=10 min, VisDom constraint=true2026.06 | 24.64 | — | — | |
| Splat FieldsCams=6, Train time=1 hr, VisDom constraint=false2026.06 | 24.57 | — | — | |
| Splat FieldsCams=Mean, Train time=1 hr, VisDom constraint=false2026.06 | 24.46 | — | — | |
| GOCams=4, Train time=45 min, VisDom constraint=true2026.06 | 24.16 | — | — | |
| ZeroRFCams=6, Train time=2 hrs, VisDom constraint=false2026.06 | 24.14 | — | — | |
| Instant-NGPCams=6, Train time=20 min, VisDom constraint=true2026.06 | 24.14 | — | — | |
| ZipNeRFCams=4, Train time=40 min, VisDom constraint=true2026.06 | 24.1 | — | — | |
| 3DGSCams=4, Train time=2 min, VisDom constraint=true2026.06 | 24.06 | — | — | |
| CoR-GSCams=4, Train time=10 min, VisDom constraint=false2026.06 | 24.04 | — | — | |
| GOCams=4, Train time=45 min, VisDom constraint=false2026.06 | 24.02 | — | — | |
| Instant-NGPCams=Mean, Train time=20 min, VisDom constraint=true2026.06 | 23.91 | — | — | |
| FSGSCams=4, Train time=14 min, VisDom constraint=false2026.06 | 23.38 | — | — | |
| PlenoxelsTrain time=25.82 m, Memory=2.1 GB2024.12 | 23.08 | 62.6 | 0.463 | |
| Splat FieldsCams=4, Train time=1 hr, VisDom constraint=false2026.06 | 22.24 | — | — | |
| Instant-NGPCams=4, Train time=20 min, VisDom constraint=true2026.06 | 22.15 | — | — | |
| ZeroRFCams=Mean, Train time=2 hrs, VisDom constraint=false2026.06 | 22.03 | — | — | |
| VaxNeRFCams=9, Train time=2 hrs, VisDom constraint=false2026.06 | 21.53 | — | — | |
| VaxNeRFCams=6, Train time=2 hrs, VisDom constraint=false2026.06 | 20.39 | — | — | |
| VaxNeRFCams=Mean, Train time=2 hrs, VisDom constraint=false2026.06 | 20.02 | — | — | |
| VaxNeRFCams=4, Train time=2 hrs, VisDom constraint=false2026.06 | 18.14 | — | — | |
| ZeroRFCams=4, Train time=2 hrs, VisDom constraint=false2026.06 | 14.17 | — | — |