Surface Reconstruction on DTU
0.294Chamfer Distance (CD)Geo-Neus
Evaluation Results
| Method | Links | |
|---|---|---|
| Geo-Neusscan=114, mask supervision=false2022.05 | 0.294 | |
| colmapscan=114, mask supervision=false, trimming value=72022.05 | 0.32 | |
| Geo-Neusscan=40, mask supervision=false2022.05 | 0.336 | |
| Geo-Neusscan=122, mask supervision=false2022.05 | 0.345 | |
| Geo-Neusscan=118, mask supervision=false2022.05 | 0.355 | |
| Geo-Neusscan=55, mask supervision=false2022.05 | 0.357 | |
| colmapscan=40, mask supervision=false, trimming value=72022.05 | 0.37 | |
| colmapscan=55, mask supervision=false, trimming value=72022.05 | 0.37 | |
| Geo-Neusscan=24, mask supervision=false2022.05 | 0.375 | |
| NeuralWarpscan=40, mask supervision=false2022.05 | 0.38 | |
| NeuralWarpscan=55, mask supervision=false2022.05 | 0.38 | |
| NeuSscan=55, mask supervision=true2022.05 | 0.39 | |
| NeuSscan=114, mask supervision=true2022.05 | 0.39 | |
| NeuSscan=114, mask supervision=false2022.05 | 0.39 | |
| NeuSscan=55, mask supervision=false2022.05 | 0.4 | |
| Geo-Neusscan=69, mask supervision=false2022.05 | 0.408 | |
| NeuralWarpscan=114, mask supervision=false2022.05 | 0.41 | |
| IDRscan=114, mask supervision=true2022.05 | 0.42 | |
| VolSDFscan=114, mask supervision=false2022.05 | 0.42 | |
| colmapscan=122, mask supervision=false, trimming value=72022.05 | 0.43 | |
| colmapscan=24, mask supervision=false, trimming value=72022.05 | 0.45 | |
| colmapscan=118, mask supervision=false, trimming value=72022.05 | 0.45 | |
| Geo-Neusscan=65, mask supervision=false2022.05 | 0.454 | |
| Geo-Neusscan=106, mask supervision=false2022.05 | 0.46 | |
| GeoSVRMethod Category=Explicit2026.05 | 0.47 | |
| Geo-Neusscan=110, mask supervision=false2022.05 | 0.473 | |
| IDRscan=55, mask supervision=true2022.05 | 0.48 | |
| colmapscan=106, mask supervision=false, trimming value=72022.05 | 0.48 | |
| NeuralWarpscan=24, mask supervision=false2022.05 | 0.49 | |
| VolSDFscan=55, mask supervision=false2022.05 | 0.49 | |
| NeuSscan=118, mask supervision=false2022.05 | 0.49 | |
| Geo-Neusscan=mean, mask supervision=false2022.05 | 0.508 | |
| IDRscan=118, mask supervision=true2022.05 | 0.51 | |
| NeuSscan=118, mask supervision=true2022.05 | 0.51 | |
| NeuSscan=122, mask supervision=false2022.05 | 0.51 | |
| NeuralWarpscan=122, mask supervision=false2022.05 | 0.51 | |
| Geo-NeuSResolution=5122023.12 | 0.51 | |
| NeuSscan=122, mask supervision=true2022.05 | 0.52 | |
| IDRscan=122, mask supervision=true2022.05 | 0.53 | |
| Geo-Neusscan=37, mask supervision=false2022.05 | 0.537 | |
| colmapscan=69, mask supervision=false, trimming value=72022.05 | 0.54 | |
| Geo-Neusscan=105, mask supervision=false2022.05 | 0.548 | |
| VolSDFscan=122, mask supervision=false2022.05 | 0.55 | |
| Gaussian-Voxel DuetMethod Category=Hybrid2026.05 | 0.55 | |
| colmapscan=110, mask supervision=false, trimming value=72022.05 | 0.59 | |
| VolSDFscan=118, mask supervision=false2022.05 | 0.61 | |
| IDRscan=40, mask supervision=true2022.05 | 0.63 | |
| NeuralWarpscan=118, mask supervision=false2022.05 | 0.63 | |
| colmapscan=105, mask supervision=false, trimming value=72022.05 | 0.64 | |
| UniSDFResolution=5122023.12 | 0.64 | |
| colmapscan=mean, mask supervision=false, trimming value=72022.05 | 0.65 | |
| NeuSscan=106, mask supervision=true2022.05 | 0.66 | |
| VolSDFscan=106, mask supervision=false2022.05 | 0.66 | |
| NeuSscan=106, mask supervision=false2022.05 | 0.66 | |
| NeuralWarpscan=106, mask supervision=false2022.05 | 0.66 | |
| IDRscan=106, mask supervision=true2022.05 | 0.67 | |
| NeuralWarpscan=105, mask supervision=false2022.05 | 0.68 | |
| NeuralWarpscan=mean, mask supervision=false2022.05 | 0.68 | |
| NeuralWarpResolution=5122023.12 | 0.68 | |
| NeuSscan=69, mask supervision=true2022.05 | 0.69 | |
| VolSDFscan=65, mask supervision=false2022.05 | 0.7 | |
| NeuSscan=65, mask supervision=false2022.05 | 0.7 | |
| VolSDFscan=105, mask supervision=false2022.05 | 0.7 | |
| NeuralWarpscan=37, mask supervision=false2022.05 | 0.71 | |
| NeuSscan=65, mask supervision=true2022.05 | 0.72 | |
| VolSDFscan=69, mask supervision=false2022.05 | 0.72 | |
| NeuSscan=69, mask supervision=false2022.05 | 0.72 | |
| NeuSscan=40, mask supervision=false2022.05 | 0.73 | |
| NeuralWarpscan=110, mask supervision=false2022.05 | 0.74 | |
| GS-PullMethod Category=Hybrid2026.05 | 0.75 | |
| IDRscan=105, mask supervision=true2022.05 | 0.76 | |
| IDRscan=69, mask supervision=true2022.05 | 0.77 | |
| NeuSscan=105, mask supervision=true2022.05 | 0.77 | |
| Factored-NeuSResolution=5122023.12 | 0.77 | |
| NeuralWarpscan=63, mask supervision=false2022.05 | 0.79 | |
| IDRscan=65, mask supervision=true2022.05 | 0.79 | |
| NeuSscan=40, mask supervision=true2022.05 | 0.8 | |
| Geo-Neusscan=63, mask supervision=false2022.05 | 0.8 | |
| GSDFMethod Category=Hybrid2026.05 | 0.8 | |
| VolSDFscan=40, mask supervision=false2022.05 | 0.81 | |
| NeuralWarpscan=65, mask supervision=false2022.05 | 0.81 | |
| NeuralWarpscan=69, mask supervision=false2022.05 | 0.82 | |
| NeuSscan=105, mask supervision=false2022.05 | 0.82 | |
| NeuSscan=mean, mask supervision=true2022.05 | 0.82 | |
| Geo-Neusscan=97, mask supervision=false2022.05 | 0.843 | |
| FeatureGSScan=scan118, Loss formulation=L_Planarity, kNN, Training iterations=15 0002025.01 | 0.854 | |
| VolSDFscan=mean, mask supervision=false2022.05 | 0.86 | |
| FeatureGSScan=scan118, Loss formulation=L_Eigenentropy, kNN, Training iterations=15 0002025.01 | 0.866 | |
| NeuSscan=mean, mask supervision=false2022.05 | 0.87 | |
| NeuSResolution=5122023.12 | 0.87 | |
| FeatureGSScan=scan118, Loss formulation=L_Omnivariance, kNN, Training iterations=15 0002025.01 | 0.873 | |
| FeatureGSScan=scan118, Loss formulation=L_Planarity, Gaussian, Training iterations=15 0002025.01 | 0.875 | |
| colmapscan=63, mask supervision=false, trimming value=72022.05 | 0.9 | |
| IDRscan=110, mask supervision=true2022.05 | 0.9 | |
| IDRscan=mean, mask supervision=true2022.05 | 0.9 | |
| colmapscan=37, mask supervision=false, trimming value=72022.05 | 0.91 | |
| FeatureGSScan=scan106, Loss formulation=L_Planarity, Gaussian, Training iterations=15 0002025.01 | 0.936 | |
| FeatureGSScan=scan106, Loss formulation=L_Planarity, kNN, Training iterations=15 0002025.01 | 0.939 | |
| NeuSscan=83, mask supervision=true2022.05 | 0.94 | |
| FeatureGSScan=scan114, Loss formulation=L_Eigenentropy, kNN, Training iterations=15 0002025.01 | 0.945 |