Multi-view 3D reconstruction on DTU 15 scans v1
0.45CD Error 24COLMAP_7
Evaluation results
| Method | Links | |||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| COLMAP_7watertight=false, reference_only=true2021.06 | 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 | |
| GeoGSOptimization Budget=2-minute2026.07 | 0.53 | 0.89 | 0.36 | 0.34 | 0.96 | 0.66 | 0.56 | 1.25 | 0.96 | 0.62 | 0.46 | 0.62 | 0.34 | 0.42 | 0.41 | — | 0.62 | |
| COLMAP_0watertight=true2021.06 | 0.81 | 2.05 | 0.73 | 1.22 | 1.79 | 1.58 | 1.02 | 3.05 | 1.4 | 2.05 | 1 | 1.32 | 0.49 | 0.78 | 1.17 | — | 1.36 | |
| VolSDF2021.06 | 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 | |
| 2DGSOptimization Budget=2-minute2026.07 | 1.29 | 1.18 | 1.22 | 0.83 | 2.43 | 2.03 | 1.19 | 1.54 | 1.53 | 1.2 | 1.09 | 2.05 | 1.07 | 1.04 | 1.04 | — | 1.38 | |
| IDRevaluation=inside visual hull, mask supervision=true2021.06 | 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 | |
| NeRF2021.06 | 1.92 | 1.73 | 1.92 | 0.8 | 3.41 | 1.39 | 1.51 | 5.44 | 2.04 | 1.1 | 1.01 | 2.88 | 0.91 | 1 | 0.79 | — | 1.89 | |
| QGSOptimization Budget=2-minute2026.07 | 2.15 | 1.34 | 1.65 | 1.45 | 2.75 | 2.33 | 1.49 | 1.32 | 1.94 | 1.2 | 1.85 | 2.27 | 1.81 | 1.26 | 1.18 | — | 1.73 | |
| PGSROptimization Budget=2-minute2026.07 | 2.22 | 1.78 | 2.56 | 2.72 | 3.66 | 2.77 | 1.88 | 1.09 | 1.8 | 2.42 | 0.75 | 3.08 | 2.89 | 0.97 | 0.49 | — | 2.07 | |
| 2DGSGaussians=161 k, Storage=37.5 MB, Optimization Budget=2 minutes2026.07 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 8.3 | — | |
| GeoGSGaussians=23 k, Storage=1.2, Optimization Budget=2 minutes2026.07 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 3.4 | — | |
| PGSRGaussians=231 k, Storage=54.6 MB, Optimization Budget=2 minutes2026.07 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 27.2 | — | |
| QGSGaussians=200 k, Storage=8.1 MB, Optimization Budget=2 minutes2026.07 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 14.5 | — |