Novel View Synthesis on Synthetic-NeRF (test)
36.58PSNRMCMC + QNN
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| MCMC + QNNRender=Raster2025.12 | 36.58 | 0.98 | 0.02 | — | — | |
| MCMCRender=Raster, Venue=NIPS24, Retrained=true2025.12 | 36.14 | 0.98 | 0.02 | — | — | |
| VDGSRender=Raster, Venue=CVIU252025.12 | 35.97 | 0.99 | 0.01 | — | — | |
| Zip-NeRFRender=Ray, Venue=ICCV232025.12 | 35.78 | 0.99 | — | — | — | |
| 3DGS + QNNRender=Raster2025.12 | 35.36 | 0.98 | 0.03 | — | — | |
| 3DGSRender=Raster, Venue=SIGG23, Retrained=true2025.12 | 34.83 | 0.98 | 0.03 | — | — | |
| MulFAGridTraining Time=10.9m, Number of Parameters=13.3M, Point Cloud Initialization=true2024.03 | 34.69 | — | — | — | — | |
| MulFAGridTraining Time=10.3m, Number of Parameters=6.14M, Point Cloud Initialization=false2024.03 | 34.68 | — | — | — | — | |
| NeuRBFTraining Time=33.6m, Number of Parameters=17.7M, Point Cloud Initialization=false2024.03 | 34.62 | — | — | — | — | |
| MCMCRender=Raster, Venue=NIPS24, Retrained=false2025.12 | 33.8 | 0.97 | 0.04 | — | — | |
| 3DGSRender=Raster, Venue=SIGG23, Retrained=false2025.12 | 33.31 | — | — | — | — | |
| Textured-GSRender=Raster, Venue=CVPR252025.12 | 33.24 | 0.97 | 0.04 | — | — | |
| 3D Gaussian Splattingstatus=uncompressed2023.11 | 33.21 | 0.969 | 0.031 | 69.89 | — | |
| INGPSize=63.32023.04 | 33.18 | — | — | — | — | |
| INGP-BigRender=Ray, Venue=SIGG222025.12 | 33.18 | — | — | — | — | |
| 3DGSTraining Time=10.7m, Number of Parameters=14.9M, Point Cloud Initialization=true2024.03 | 33.15 | — | — | — | — | |
| TRF-VMSize=71.82023.04 | 33.14 | 0.963 | — | — | — | |
| Compressed 3D Gaussian Splattingstatus=compressed2023.11 | 32.936 | 0.967 | 0.033 | 3.68 | 19.17 | |
| 2DGH2024.08 | 32.9281 | 0.9682 | 0.033 | — | — | |
| 2DGES2024.08 | 32.8558 | 0.9678 | 0.0339 | — | — | |
| DVGOv2Training Time=10.9m, Number of Parameters=5.20M, Point Cloud Initialization=false2024.03 | 32.8 | — | — | — | — | |
| 2DGS2024.08 | 32.705 | 0.9673 | 0.0354 | — | — | |
| AdaptiveRender=Ray, Venue=SIGG232025.12 | 32.51 | 0.96 | 0.05 | — | — | |
| CC-HYSize=88.02023.04 | 32.37 | 0.955 | — | — | — | |
| InstantNGPTraining Time=3.80m, Number of Parameters=12.2M, Point Cloud Initialization=false2024.03 | 32.08 | — | — | — | — | |
| NFFBTraining Time=36.9m, Number of Parameters=18.3M, Point Cloud Initialization=false2024.03 | 32.04 | — | — | — | — | |
| DVGOSize=612.12023.04 | 31.95 | 0.975 | — | — | — | |
| ReRF (high)Size=3.212023.04 | 31.81 | 0.955 | — | — | — | |
| PlenoxelsRender=Ray, Venue=CVPR222025.12 | 31.76 | — | — | — | — | |
| NSVF2023.04 | 31.75 | 0.953 | — | — | — | |
| POctreesSize=1976.32023.04 | 31.71 | — | — | — | — | |
| PlenoxelsSize=778.12023.04 | 31.71 | — | — | — | — | |
| PlenoxelsTraining Time=11.4m, Number of Parameters=194M, Point Cloud Initialization=false2024.03 | 31.71 | — | — | — | — | |
| TRF-CPSize=3.92023.04 | 31.56 | 0.949 | — | — | — | |
| NeRFSize=5.02023.04 | 31.01 | 0.947 | — | — | — | |
| NeRFBackbone=8-layer MLP, 256 hidden units, Samples/Ray=1922025.12 | 31.01 | 0.947 | 0.05 | — | — | |
| QFieldsRender=Ray, Venue=ECCV242025.12 | 31 | 0.95 | 0.07 | — | — | |
| SAC-NeRFBackbone=8-layer MLP, 256 hidden units, Samples/Ray=100-1252025.12 | 30.68 | 0.943 | 0.054 | — | — | |
| CC-CPSize=4.42023.04 | 30.55 | 0.935 | — | — | — | |
| AdaNeRFBackbone=8-layer MLP, 256 hidden units, Samples/Ray=642025.12 | 30.45 | 0.94 | 0.058 | — | — | |
| SNERGSize=1771.52023.04 | 30.38 | 0.95 | — | — | — | |
| NerfAccBackbone=8-layer MLP, 256 hidden units, Samples/Ray=322025.12 | 30.21 | 0.938 | 0.061 | — | — | |
| ReRF (low)Size=0.982023.04 | 30.14 | 0.941 | — | — | — | |
| DONeRFBackbone=8-layer MLP, 256 hidden units, Samples/Ray=482025.12 | 29.85 | 0.931 | 0.068 | — | — | |
| EVPGSBackbone=RaDe-GS2025.03 | 27.849 | 0.9243 | 0.0498 | — | — | |
| EVPGSBackbone=Mip-Splatting2025.03 | 27.735 | 0.9206 | 0.0507 | — | — | |
| EVPGSBackbone=GOF2025.03 | 27.666 | 0.9221 | 0.0526 | — | — | |
| RaDe-GS2025.03 | 27.531 | 0.919 | 0.053 | — | — | |
| GOF2025.03 | 27.528 | 0.917 | 0.053 | — | — | |
| Mip-Splatting2025.03 | 27.507 | 0.9134 | 0.0517 | — | — | |
| EVPGSBackbone=3DGS2025.03 | 27.27 | 0.9173 | 0.054 | — | — | |
| EVPGSBackbone=2DGS2025.03 | 27.266 | 0.9183 | 0.0565 | — | — | |
| 2DGS2025.03 | 27.058 | 0.9137 | 0.0573 | — | — | |
| VEGS*2025.03 | 24.509 | 0.8935 | 0.0944 | — | — | |
| 3DGS2025.03 | 24.479 | 0.8857 | 0.0804 | — | — | |
| SRN2023.04 | 22.26 | 0.846 | — | — | — |