Mip-NeRF 360
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Novel View Synthesis | Mip-NeRF 360 (test) | PSNR25.69 | 199 | |
| 3D reconstruction | Mip-NeRF 360 | PSNR28.38 | 72 | |
| 3D Gaussian Splatting Rendering | Mip-NeRF 360 4K 1.0 | FPS1,745 | 64 | |
| 3D Gaussian Splatting Rendering | Mip-NeRF 360 1080p 1.0 | FPS3,460 | 64 | |
| Novel View Synthesis | Mip-NeRF 360 | PSNR29.4 | 44 | |
| Novel View Synthesis | Mip-NeRF 360 24-view | PSNR24.21 | 38 | |
| Novel View Synthesis | Mip-NeRF 360 | PSNR29.925 | 37 | |
| 3D Object Extraction | Mip-NeRF 360 | Acc99.2 | 26 | |
| Novel View Synthesis | Mip-NeRF 360 Outdoor official (test) | PSNR25.58 | 25 | |
| 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 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 | |
| Novel View Synthesis | Mip-NeRF 360 Indoor official (test) | PSNR32.09 | 13 | |
| Sparse-view 3D Reconstruction | Mip-NeRF-360 | PSNR23.79 | 12 | |
| Novel-View Synthesis | Mip-NeRF 360 (avg over scenes) | PSNR27.94 | 12 | |
| Novel View Synthesis | Mip-NeRF 360 Synthesized Varying Exposure (bicycle) | FPS152 | 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 35 (test) | PSNR29.78 | 10 | |
| Novel View Synthesis | Mip-NeRF 360 room 1.0 (test) | SSIM0.954 | 10 |
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