NVOS
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| 3D Segmentation | NVOS (held-out val view) | IoU97.8 | 21 | |
| 3DGS segmentation | NVOS 1.0 (test) | mIoU92.5 | 12 | |
| Segmentation | NVOS (test) | mIoU94.1 | 9 | |
| Open-Vocabulary Segmentation | NVOS | mIoU93.5 | 7 | |
| Single-object Reconstruction | NVOS | mIOU90.9 | 6 | |
| Multi-view Promptable Segmentation | NVOS | mIoU92.8 | 6 | |
| 3D Scene Segmentation | NVOS 8 front-facing scenes standard | mIoU91.8 | 4 | |
| 3DGS Segmentation | NVOS derived from LLFF (test) | Boundary Clarity0.695 | 4 | |
| 3D Instance Segmentation | NVOS | mIoU91.7 | 4 |
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