Novel View Synthesis on THuman 2.0 (test)
0.0269LPIPSGHGS-MVSC
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| GHGS-MVSCNumber of Views=5-view2026.04 | 0.0269 | 0.9729 | — | 31.54 | — | — | |
| EVA-GaussianNumber of Views=5-view2026.04 | 0.0297 | 0.9614 | — | 27.54 | — | — | |
| PoseGaussianData Type=Rendered2026.02 | 0.031 | 0.957 | — | 25.78 | — | — | |
| GHGS-MVSCNumber of Views=4-view2026.04 | 0.0334 | 0.971 | — | 30.93 | — | — | |
| RoGSplatNumber of Views=5-view2026.04 | 0.0341 | 0.9711 | — | 30.98 | — | — | |
| EVA-GaussianNumber of Views=4-view2026.04 | 0.0391 | 0.9555 | — | 26.31 | — | — | |
| GHGNumber of Views=5-view2026.04 | 0.0398 | 0.9571 | — | 26.53 | — | — | |
| RoGSplatNumber of Views=4-view2026.04 | 0.0433 | 0.9615 | — | 28.94 | — | — | |
| PoseGaussianData Type=Real World2026.02 | 0.05 | 0.966 | — | 25.47 | — | — | |
| GHGS-MVSCNumber of Views=3-view2026.04 | 0.0517 | 0.9521 | — | 27.81 | — | — | |
| RoGSplatNumber of Views=3-view2026.04 | 0.053 | 0.9478 | — | 26.32 | — | — | |
| HumanSplatData Type=Rendered2026.02 | 0.055 | 0.918 | — | 24.033 | — | — | |
| RoGSplatData Type=Real World2026.02 | 0.057 | 0.9452 | — | 25.99 | — | — | |
| GPS-GaussianNumber of Views=5-view2026.04 | 0.061 | 0.9539 | — | 26.54 | — | — | |
| Morphable Diffusion2024.01 | 0.0625 | 0.9181 | 30.25 | — | — | — | |
| Contex-HumanData Type=Rendered2026.02 | 0.063 | 0.923 | — | 21.4 | — | — | |
| GHGNumber of Views=4-view2026.04 | 0.0633 | 0.9462 | — | 25.84 | — | — | |
| GHGNumber of Views=3-view2026.04 | 0.0719 | 0.9232 | — | 24.84 | — | — | |
| PIFuData Type=Rendered2026.02 | 0.079 | 0.921 | — | 20.4 | — | — | |
| SIFUData Type=Rendered2026.02 | 0.079 | 0.923 | — | 22.102 | — | — | |
| PoseGaussianCamera Setup=8-camera2026.02 | 0.081 | 0.927 | — | 26.07 | — | — | |
| TeCHData Type=Rendered2026.02 | 0.083 | 0.936 | — | 25.211 | — | — | |
| GPS-GaussianData Type=Real World2026.02 | 0.088 | 0.917 | — | 24.64 | — | — | |
| PoseGaussianCamera Setup=6-camera2026.02 | 0.09 | 0.94 | — | 24.9 | — | — | |
| SyncDreamertraining_mode=finetuned, UNet finetuned=true2024.01 | 0.096 | 0.8826 | 41.33 | — | — | — | |
| LIFe-GoMData Type=Real World2026.02 | 0.099 | — | — | 25.32 | — | — | |
| LIFe-GoMCamera Setup=8-camera2026.02 | 0.11 | — | — | 24.65 | — | — | |
| SHERFData Type=Real World2026.02 | 0.11 | 0.91 | — | 24.26 | — | — | |
| GPS-GaussianCamera Setup=8-camera2026.02 | 0.112 | 0.898 | — | 25.57 | — | — | |
| GPS-GaussianData Type=Rendered2026.02 | 0.112 | 0.898 | — | 25.57 | — | — | |
| Zero-1-to-3training_mode=finetuned2024.01 | 0.1163 | 0.8764 | 49.94 | — | — | — | |
| ENeRFData Type=Real World2026.02 | 0.118 | 0.893 | — | 23.26 | — | — | |
| 3D-GSData Type=Real World2026.02 | 0.125 | 0.839 | — | 22.97 | — | — | |
| ENeRFCamera Setup=8-camera2026.02 | 0.126 | 0.869 | — | 24.1 | — | — | |
| ENeRFData Type=Rendered2026.02 | 0.126 | 0.869 | — | 24.1 | — | — | |
| HumanSGDData Type=Rendered2026.02 | 0.13 | 0.895 | — | 17.365 | — | — | |
| FloRenData Type=Real World2026.02 | 0.136 | 0.872 | — | 22.8 | — | — | |
| pixelNeRFtraining_mode=finetuned2024.01 | 0.1432 | 0.8759 | 104.42 | — | — | — | |
| 3D-GSData Type=Rendered2026.02 | 0.144 | 0.821 | — | 24.18 | — | — | |
| RoGSplatCamera Setup=6-camera2026.02 | 0.1661 | 0.898 | — | 23.12 | — | — | |
| GPS-GaussianCamera Setup=6-camera2026.02 | 0.168 | 0.884 | — | 23.03 | — | — | |
| IBRNetData Type=Real World2026.02 | 0.177 | 0.852 | — | 22.63 | — | — | |
| ENeRFCamera Setup=6-camera2026.02 | 0.181 | 0.831 | — | 21.78 | — | — | |
| FreeSplatCamera Setup=6-camera2026.02 | 0.184 | 0.843 | — | 23.35 | — | — | |
| FloRenCamera Setup=8-camera2026.02 | 0.184 | 0.812 | — | 23.26 | — | — | |
| FloRenData Type=Rendered2026.02 | 0.184 | 0.812 | — | 23.26 | — | — | |
| IBRNetCamera Setup=8-camera2026.02 | 0.212 | 0.836 | — | 23.38 | — | — | |
| IBRNetData Type=Rendered2026.02 | 0.212 | 0.836 | — | 23.38 | — | — | |
| FreeSplatData Type=Real World2026.02 | 0.252 | 0.808 | — | 25.9 | — | — | |
| IBRNetCamera Setup=6-camera2026.02 | 0.263 | 0.79 | — | 21.08 | — | — | |
| FloRenCamera Setup=6-camera2026.02 | 0.267 | 0.77 | — | 18.72 | — | — | |
| 3DGS2026.02 | — | — | — | — | 0.052 | 0.039 | |
| DoubleFieldData Type=Real World2026.02 | — | 0.905 | — | 25.1 | — | — | |
| GPS-Gaussian2026.02 | — | — | — | — | 0.04 | 0.028 | |
| IBRNet2026.02 | — | — | — | — | 0.0451 | 0.035 | |
| NARFData Type=Real World2026.02 | — | 0.8088 | — | 21.8 | — | — | |
| PoseGaussian2026.02 | — | — | — | — | 0.023 | 0.015 |