3D Scene Reconstruction on Mip-NeRF 360 (out-of-distribution)
0.0068Chamfer Distance (CD)Surflo - No guidance
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Surflo - No guidanceGuidance=none, Input Views=162026.06 | 0.0068 | 82 | |
| Surflo - With guidanceGuidance=photometric, Input Views=162026.06 | 0.0103 | 76.57 | |
| VGGT pointmapProcessing Category=Per-view feed-forward (no global surface), Input Views=162026.06 | 0.0132 | 69.18 | |
| DA3 pointmapProcessing Category=Per-view feed-forward (no global surface), Input Views=162026.06 | 0.0144 | 67.59 | |
| VGGT + TSDFProcessing Category=Per-view feed-forward (fused global surface), Input Views=162026.06 | 0.0178 | 60.64 | |
| DA3 + TSDFProcessing Category=Per-view feed-forward (fused global surface), Input Views=162026.06 | 0.0182 | 59.91 | |
| Gaussian WrappingProcessing Category=Per-scene optimization (sparse-view), Input Views=162026.06 | 0.0201 | 57.86 | |
| 2DGSProcessing Category=Per-scene optimization (sparse-view), Input Views=162026.06 | 0.0222 | 51.08 | |
| RaDe-GSProcessing Category=Per-scene optimization (sparse-view), Input Views=162026.06 | 0.0224 | 50.83 | |
| NOVA3RProcessing Category=Latent feed-forward (fixed-size output), Input Views=162026.06 | 0.0429 | 25.6 |