MipNeRF 360
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Novel View Synthesis | MipNeRF 360 Outdoor | PSNR26.4 | 112 | |
| 3D Reconstruction | MipNeRF-360 24-view | PSNR22.41 | 8 | |
| Novel View Synthesis | MipNeRF-360 Extrapolation Scenarios | SSIM0.267 | 8 | |
| Novel View Synthesis | MipNeRF-360 Mixed Degradation (test) | PSNR17.86 | 6 | |
| Novel View Synthesis | MipNeRF-360 Color Degradation (test) | PSNR18.41 | 6 | |
| Novel View Synthesis | MipNeRF-360 Lightness Variation (test) | PSNR18.93 | 6 | |
| Robustness | MIPNeRF-360 unseen views 2 (test) | Hamming Distance (x100)1.2 | 4 | |
| Multiview Consistency | MIPNeRF-360 unseen views 2 (test) | Hamming Distance0.012 | 4 | |
| 3D Super-resolution | MipNeRF-360 bicycle and stump scenes | PSNR25.64 | 3 | |
| 3D Reconstruction | MipNeRF-360 (Reconfusion split) | PSNR (3-view)26.78 | 3 |
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