Neural3DV
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| 4D Scene Segmentation | Neural3DV | mIoU (coffee_martini)96.67 | 8 | |
| Novel View Synthesis | Neural3DV Flame Steak and Flame Salmon scenes (held-out temporal novel frames) | PSNR33.22 | 6 | |
| Novel View Synthesis | Neural3DV | PSNR33.57 | 6 | |
| Photometric Rendering | Neural3DV | PSNR30.88 | 5 | |
| Novel View Synthesis | Neural3DV 1352x1224 resolution (full sequence) | PSNR32.855 | 5 | |
| Instance-decomposed Reconstruction | Neural3DV | mIoU94.2 | 3 | |
| Instance Segmentation | Neural3DV | Coffee-Martini mIoU98.51 | 3 |
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