NeRF Synthetic
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Novel View Synthesis | NeRF Synthetic (test) | PSNR33.23 | 46 | |
| Scene Deformation | NeRF Synthetic NeuralEditor benchmark deformation task (test) | PSNR28.23 | 45 | |
| View synthesis quality | NeRF Synthetic v1 (test) | PSNR35.02 | 45 | |
| Camera pose registration | NeRF Synthetic v1 (test) | Rotation Error (°)0.06 | 27 | |
| Novel View Synthesis | NeRF Synthetic Blender (test) | Avg PSNR33.32 | 24 | |
| Novel View Synthesis | NeRF Synthetic 800 x 800 (test) | PSNR26.49 | 21 | |
| Neural Scene Reconstruction | NeRF-Synthetic | PSNR35.776 | 18 | |
| Multi-view Super-Resolution | NeRF Synthetic x4 (test) | PSNR33.32 | 12 | |
| Surface Reconstruction | NeRF-Synthetic | Chair Value0.35 | 11 | |
| 3D Reconstruction | NeRF-Synthetic (NS) standard (test) | PSNR33.866 | 11 | |
| 3D Scene Reconstruction | NeRF Synthetic Lego | PSNR35.7 | 9 | |
| 3D Scene Reconstruction | NeRF Synthetic Hotdog | PSNR37.88 | 9 | |
| Novel View Synthesis Efficiency Defense | NeRF-Synthetic NS-ficus standard (test) | Peak GPU Memory (MB)4,002 | 9 | |
| Novel View Synthesis Efficiency Defense | NeRF-Synthetic NS-chair standard (test) | Peak GPU Memory (MB)4,633 | 9 | |
| Novel View Synthesis | NeRF Synthetic standard (test) | PSNR34.19 | 9 | |
| Novel View Synthesis | NeRF-Synthetic 8 input views | LPIPS0.106 | 8 | |
| Novel View Synthesis | NeRF Synthetic Full views | PSNR32.88 | 6 | |
| 3D reconstruction training efficiency | NeRF-Synthetic (NS) | Max Gaussian Number0.273 | 6 | |
| Multi-view Super-Resolution | NeRF Synthetic x2 (test) | PSNR33.01 | 6 | |
| Active View Selection | NeRF Synthetic | PSNR26.58 | 6 | |
| 3D Scene Reconstruction | NeRF Synthetic Ficus | Size (MB)1.18 | 6 | |
| 3D Scene Reconstruction | NeRF Synthetic Drums | Size (MB)1.68 | 6 | |
| 3D Scene Reconstruction | NeRF Synthetic Chair | Size (MB)1.23 | 6 | |
| Novel View Synthesis | NeRF-Synthetic (train) | PSNR36.76 | 6 | |
| 3D Scene Completion | NeRF synthetic dataset 10 scenes (test) | PSNR28.41 | 6 |
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