Novel View Synthesis on Mip-NeRF 360 24-view
24.25PSNRStereoGS*
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| StereoGS*Number of input views=24, variant=with extra processing/augmentation2026.06 | 24.25 | 78.3 | 0.206 | |
| CuriGSViews=242025.11 | 24.21 | 76.1 | 0.202 | |
| PairDropGSInput Views=242026.05 | 24.21 | 76.2 | 0.215 | |
| OursViews=242026.06 | 24.21 | 76.3 | 0.227 | |
| Flat Minima Optimization for 3DGS2026.07 | 24.19 | 77.1 | 0.219 | |
| StereoGSNumber of input views=242026.06 | 24.18 | 77.5 | 0.222 | |
| TWINGSTraining views=242026.05 | 24.17 | 76.2 | 0.252 | |
| TWINGSTraining Views=242026.05 | 24.17 | 76.2 | — | |
| DropGaussianTraining views=242025.04 | 24.13 | 76.2 | 0.225 | |
| DropGaussianTraining views=242026.05 | 24.13 | 76.2 | 0.225 | |
| DropGaussianTraining Views=242026.05 | 24.13 | 76.2 | — | |
| DropGaussianViews=242026.06 | 24.13 | 76.2 | 0.225 | |
| D^2GSNumber of input views=242026.06 | 24.13 | 76.3 | 0.221 | |
| DropGaussian2026.07 | 24.13 | 76.2 | 0.225 | |
| LoopSparseGSViews=242025.11 | 24.09 | 75.5 | 0.226 | |
| PairDropGS-SInput Views=242026.05 | 24.09 | 75.1 | 0.217 | |
| DropGaussianNumber of input views=242026.06 | 24.05 | 76.1 | 0.226 | |
| NexusGSViews=242025.11 | 23.86 | 75.3 | 0.206 | |
| NexusGSInput Views=242026.05 | 23.86 | 75.3 | 0.206 | |
| NexusGSTraining Views=242026.05 | 23.86 | 75.3 | — | |
| NexusGSNumber of input views=242026.06 | 23.86 | 75.3 | 0.206 | |
| DropGaussianInput Views=242026.05 | 23.71 | 75.2 | 0.227 | |
| FSGSTraining views=242025.04 | 23.7 | 74.5 | 0.23 | |
| FSGSInput Views=242026.05 | 23.7 | 74.5 | 0.23 | |
| FSGSViews=242026.06 | 23.7 | 74.5 | 0.23 | |
| FSGS2026.07 | 23.7 | 74.5 | 0.23 | |
| DropGaussianViews=242025.11 | 23.66 | 74.7 | 0.233 | |
| CoR-GSViews=242025.11 | 23.55 | 72.7 | 0.226 | |
| CoMapGSTraining views=24, Based on=CoR-GS [38]2025.03 | 23.462 | 73.4 | 0.264 | |
| CoMapGSTraining views=242026.05 | 23.46 | 73.4 | 0.264 | |
| FSGSViews=242025.11 | 23.4 | 73.3 | 0.238 | |
| CoR-GSTraining views=242025.04 | 23.39 | 72.7 | 0.271 | |
| CoR-GSInput Views=242026.05 | 23.39 | 72.7 | 0.271 | |
| CoR-GSTraining views=242026.05 | 23.39 | 72.7 | 0.271 | |
| CoR-GSTraining Views=242026.05 | 23.39 | 72.7 | — | |
| CoR-GSViews=242026.06 | 23.39 | 72.7 | 0.271 | |
| CoR-GSNumber of input views=242026.06 | 23.39 | 72.7 | 0.271 | |
| CoR-GS2026.07 | 23.39 | 72.7 | 0.271 | |
| CoR-GSTraining views=24, Reproduced=true2025.03 | 23.321 | 72.9 | 0.271 | |
| FSGSTraining views=242025.03 | 23.28 | 71.5 | 0.274 | |
| FSGSTraining views=242026.05 | 23.28 | 71.5 | 0.274 | |
| FSGSTraining Views=242026.05 | 23.28 | 71.5 | — | |
| FSGSNumber of input views=242026.06 | 23.28 | 71.5 | 0.274 | |
| SparseGSInitialization=MVS2023.11 | 23.02 | 71.3 | 0.29 | |
| SparseNeRFViews=242025.11 | 22.85 | 69.3 | 0.315 | |
| SparseNeRFNumber of input views=242026.06 | 22.85 | 69.3 | 0.315 | |
| FSGSInitialization=MVS2023.11 | 22.82 | 69.3 | 0.293 | |
| 3DGSTraining views=242025.03 | 22.8 | 70.8 | 0.276 | |
| 3DGSTraining views=242025.04 | 22.8 | 70.8 | 0.276 | |
| 3DGSInput Views=242026.05 | 22.8 | 70.8 | 0.276 | |
| 3DGSTraining views=242026.05 | 22.8 | 70.8 | 0.276 | |
| 3DGSViews=242026.06 | 22.8 | 70.8 | 0.276 | |
| 3DGSNumber of input views=242026.06 | 22.8 | 70.8 | 0.276 | |
| 3DGS2026.07 | 22.8 | 70.8 | 0.276 | |
| FreeNeRFViews=242025.11 | 22.78 | 68.9 | 0.323 | |
| FreeNeRFNumber of input views=242026.06 | 22.78 | 68.9 | 0.323 | |
| Binocular3DGSTraining Views=242026.05 | 22.26 | 70 | — | |
| RegNeRFViews=242025.11 | 22.19 | 64.3 | 0.335 | |
| RegNeRFNumber of input views=242026.06 | 22.19 | 64.3 | 0.335 | |
| SparseGSInitialization=SfM (w/o MVS)2023.11 | 22.03 | 63.1 | 0.381 | |
| FSGSInitialization=SfM (w/o MVS)2023.11 | 21.76 | 62.6 | 0.396 | |
| 3DGSViews=242025.11 | 21.71 | 67.2 | 0.248 | |
| SparseNeRF2023.11 | 21.13 | 60 | 0.389 | |
| RegNeRF2023.11 | 20.55 | 54.6 | 0.398 | |
| 3DGS2023.11 | 19.93 | 58.8 | 0.401 | |
| Mip-NeRF 3602023.11 | 19.78 | 53 | 0.431 | |
| DNGaussian2023.11 | 19.26 | 55 | 0.44 | |
| DNGaussianViews=242025.11 | 18.06 | 42.3 | 0.584 |