Novel View Synthesis on ShapeNet Cars Category
24.06PSNRGradNCP
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| GradNCPBackbone=NeRF, Adaptation Setup=single view2023.02 | 24.06 | — | — | — | |
| NViSTpose=relative pose2023.12 | 23.91 | — | 0.122 | — | |
| CodeNeRFResolution=128x128, Multi-view training data=true, Test-time optimization=true2024.04 | 23.8 | — | 0.12 | 0.91 | |
| TransINRBackbone=NeRF, Adaptation Setup=single view2023.02 | 23.78 | — | — | — | |
| SSDNeRFpose=absolute pose2023.12 | 23.52 | — | 0.078 | — | |
| PixelNeRFNumber of context views=12023.06 | 23.32 | 154.96 | 0.14 | — | |
| VDpose=absolute pose2023.12 | 23.29 | — | 0.094 | — | |
| PixelNeRFpose=absolute pose2023.12 | 23.17 | — | 0.146 | — | |
| PixelNeRFResolution=128x128, Multi-view training data=true, Test-time optimization=false2024.04 | 23.17 | — | 0.15 | 0.9 | |
| VisionNeRFpose=absolute pose2023.12 | 22.88 | — | 0.084 | — | |
| LearnitBackbone=NeRF, Adaptation Setup=single view2023.02 | 22.8 | — | — | — | |
| VisionNeRFResolution=128x128, Multi-view training data=true, Test-time optimization=true2024.04 | 22.28 | — | 0.08 | 0.91 | |
| ENRResolution=128x128, Multi-view training data=true, Test-time optimization=false2024.04 | 22.26 | — | 0.13 | 0.9 | |
| SRNResolution=128x128, Multi-view training data=true, Test-time optimization=false2024.04 | 22.25 | — | 0.13 | 0.89 | |
| G-NeRFResolution=64x64, Multi-view training data=false, Test-time optimization=false2024.04 | 21.03 | — | 0.1 | 0.86 | |
| DreamSparseNumber of context views=12023.06 | 20.29 | 101.86 | 0.13 | — | |
| SparseFusionNumber of context views=12023.06 | 19.82 | 127.61 | 0.19 | — | |
| G-NeRFResolution=128x128, Multi-view training data=false, Test-time optimization=false2024.04 | 19.44 | — | 0.11 | 0.86 | |
| Pix2NeRFResolution=64x64, Multi-view training data=false, Test-time optimization=false2024.04 | 16.57 | — | 0.19 | 0.73 | |
| Pix2NeRFResolution=128x128, Multi-view training data=false, Test-time optimization=false2024.04 | 16.24 | — | 0.2 | 0.78 |