MipNeRF360
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| 3D Scene Reconstruction | MipNeRF360 Indoor (test) | PSNR31.076 | 8 | |
| 3D Scene Reconstruction | MipNeRF360 Outdoor (test) | PSNR24.709 | 8 | |
| Novel View Synthesis | MipNeRF360 Room | Model Size (MB)5 | 8 | |
| Novel View Synthesis | MipNeRF360 Flowers | Size (MB)3.9 | 8 | |
| Novel View Synthesis | MipNeRF360 Bonsai | Model Size (MB)3.7 | 8 | |
| Novel View Synthesis | MipNeRF360 standard (test) | PSNR27.76 | 7 | |
| Novel View Synthesis | MipNeRF360 1 (test) | PSNR28.54 | 7 | |
| Novel View Synthesis | MipNeRF360 Stump | Size (MB)4.23 | 6 | |
| 3D Scene Watermarking and Reconstruction | MipNeRF360 | PSNR29.16 | 5 | |
| Open-vocabulary 3D Semantic Segmentation | MipNeRF360 Outdoor | mIoU (Bicycle)22.36 | 2 |
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