Mip-NeRF 360
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Novel View Synthesis | Mip-NeRF 360 (test) | PSNR29.341 | 184 | |
| 3D reconstruction | Mip-NeRF 360 | PSNR27.69 | 66 | |
| 3D Reconstruction | Mip-NeRF 360 (test) | PSNR29.82 | 24 | |
| Novel View Synthesis | Mip-NeRF 360 Indoor Scenes | PSNR31.72 | 21 | |
| Novel View Synthesis | Mip-NeRF 360 Outdoor Scenes | PSNR26.49 | 21 | |
| Novel View Synthesis | Mip-NeRF 360 Indoor Scene 2022 | PSNR32.43 | 21 | |
| Novel View Synthesis | Mip-NeRF 360 Outdoor official (test) | PSNR25.58 | 20 | |
| Novel View Synthesis | Mip-NeRF 360 24-view | PSNR24.21 | 19 | |
| Novel view synthesis | Mip-NeRF 360 Average on all scenes | PSNR28.12 | 15 | |
| Novel View Synthesis | Mip-NeRF 360 stump | SSIM0.907 | 14 | |
| Novel View Synthesis | Mip-NeRF 360 garden | SSIM0.923 | 14 | |
| Image Quality Assessment | Mip-NeRF 360 | PLCC1 | 13 | |
| Sparse-view 3D Reconstruction | Mip-NeRF-360 | PSNR23.79 | 12 | |
| Novel-View Synthesis | Mip-NeRF 360 (avg over scenes) | PSNR27.94 | 12 | |
| Few-view 3D Reconstruction | Mip-NeRF 360 (out-of-distribution) | PSNR18.67 | 12 | |
| Novel View Synthesis | Mip-NeRF 360 1.0 (test) | PSNR27.69 | 11 | |
| Novel View Synthesis | Mip-NeRF 360 room 1.0 (test) | SSIM0.954 | 10 | |
| Novel View Synthesis | Mip-NeRF 360 stump 1.0 (test) | SSIM0.915 | 10 | |
| Novel View Synthesis | Mip-NeRF 360 garden 1.0 (test) | SSIM88.8 | 10 | |
| Novel View Synthesis | Mip-NeRF 360 bonsai 1.0 (test) | SSIM0.962 | 10 | |
| Novel View Synthesis | Mip-NeRF 360 bonsai | SSIM0.967 | 10 | |
| Novel View Synthesis | Mip-NeRF 360 x4 24 views (test) | PSNR22.05 | 10 | |
| Rendering | Mip-NeRF 360 Bonsai scene (1.2M Gaussians) (test) | FPS502 | 10 | |
| Rendering | Mip-NeRF 360 Bicycle scene (6.1M Gaussians) (test) | FPS321 | 10 | |
| 3D Reconstruction | Mip-NeRF 360 3-view (test) | PSNR16.13 | 9 |
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