mip-NeRF
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Novel View Synthesis | Mip-NeRF 360 | PSNR28.96 | 102 | |
| 3D Scene Reconstruction | Mip-NeRF360 | Training Time (min)13.98 | 37 | |
| Novel View Synthesis | Mip-NeRF 360 12-view | PSNR19.95 | 32 | |
| 3D Segmentation | Mip-NeRF 360 | mIoU97 | 31 | |
| Watermark Purification | Mip-NeRF 360 (test) | Bicycle Scene PSNR24.43 | 18 | |
| Novel View Synthesis | Mip-NeRF 360 Outdoor Scene 2022 | PSNR25.24 | 16 | |
| Novel View Synthesis | Mip-NeRF 360 | PSNR28.15 | 7 | |
| Single View Selection | Mip-Nerf360 20 views | PSNR21.32 | 7 | |
| Novel View Synthesis | Unbounded Mip-NeRF 360 | Rendering FPS279.7 | 7 | |
| Novel View Synthesis | Mip-NeRF 360 | PSNR (10% Quantile)21.55 | 6 | |
| Novel View Synthesis | mip-NeRF 360 2022 (test) | PSNR29.23 | 6 | |
| Novel View Synthesis | Mip-NeRF360 | FPS102 | 5 | |
| 3D Colorization | Mip-NeRF 360 | Bonsai Color Diversity Index0.2109 | 4 | |
| Novel View Synthesis | Mip-NeRF 360 | SSIM @7k0.682 | 4 |
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