Multi-view 3D Object Reconstruction on DTU (test)
0.8Chamfer DistanceRaw data
Evaluation results
| Method | Links | |||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Raw dataTarget Framework=2DGS2025.12 | 0.8 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| UnSegTarget Framework=2DGS2025.12 | 0.93 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| MLP w/ cuesNumber of views=3, Monocular geometric cues=true2022.06 | 1.86 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| COLMAPNumber of views=32022.06 | 2.56 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| RealityCaptureNumber of views=32022.06 | 2.84 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| MCT-UEGTarget Framework=2DGS2025.12 | 3.13 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| Grids w/ cuesNumber of views=3, Monocular geometric cues=true2022.06 | 3.68 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| MLPNumber of views=3, Monocular geometric cues=false2022.06 | 4.21 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| TSDF-FusionNumber of views=32022.06 | 4.8 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| GridsNumber of views=3, Monocular geometric cues=false2022.06 | 6.47 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| COLMAP2024.06 | — | 0.45 | 0.91 | 0.37 | 0.37 | 0.9 | 1 | 0.54 | 1.22 | 1.08 | 0.64 | 0.48 | 0.59 | 0.32 | 0.45 | 0.43 | 0.65 | |
| EpiS2024.06 | — | 0.51 | 0.81 | 0.42 | 0.44 | 0.82 | 0.67 | 0.54 | 1.24 | 0.95 | 0.7 | 0.54 | 0.66 | 0.38 | 0.44 | 0.44 | 0.63 | |
| IDR2024.06 | — | 1.63 | 1.87 | 0.63 | 0.48 | 1.04 | 0.79 | 0.77 | 1.33 | 1.16 | 0.76 | 0.67 | 0.9 | 0.42 | 0.51 | 0.53 | 0.9 | |
| MVSDF2024.06 | — | 0.83 | 1.76 | 0.88 | 0.44 | 1.11 | 0.9 | 0.75 | 1.26 | 1.02 | 1.35 | 0.87 | 0.84 | 0.34 | 0.47 | 0.46 | 0.88 | |
| NeRF2024.06 | — | 1.9 | 1.6 | 1.85 | 0.58 | 2.28 | 1.27 | 1.47 | 1.67 | 2.05 | 1.07 | 0.88 | 2.53 | 1.06 | 1.15 | 0.96 | 1.49 | |
| NeuS2024.06 | — | 1 | 1.37 | 0.93 | 0.43 | 1.1 | 0.65 | 0.57 | 1.48 | 1.09 | 0.83 | 0.52 | 1.2 | 0.35 | 0.49 | 0.54 | 0.84 | |
| VolSDF2024.06 | — | 1.14 | 1.26 | 0.81 | 0.49 | 1.25 | 0.7 | 0.72 | 1.29 | 1.18 | 0.7 | 0.66 | 1.08 | 0.42 | 0.61 | 0.55 | 0.86 | |
| Voxurf2024.06 | — | 0.65 | 0.74 | 0.39 | 0.35 | 0.96 | 0.64 | 0.85 | 1.58 | 1.01 | 0.68 | 0.6 | 1.11 | 0.37 | 0.45 | 0.47 | 0.72 |