3D Reconstruction on DTU (test)
831Total Number of Gaussians3DGS
Evaluation results
| Method | Links | |
|---|---|---|
| 3DGSScan=scan40, Training Iterations=150002025.01 | 831 | |
| 3DGSScan=scan37, Training Iterations=150002025.01 | 766 | |
| 3DGSScan=scan55, Training Iterations=150002025.01 | 739 | |
| 3DGSScan=scan24, Training Iterations=150002025.01 | 673 | |
| 3DGSScan=scan97, Training Iterations=150002025.01 | 595 | |
| 3DGSScan=Mean, Training Iterations=150002025.01 | 462 | |
| 3DGSScan=scan114, Training Iterations=150002025.01 | 361 | |
| 3DGSScan=scan118, Training Iterations=150002025.01 | 357 | |
| 3DGSScan=scan65, Training Iterations=150002025.01 | 347 | |
| 3DGSScan=scan122, Training Iterations=150002025.01 | 318 | |
| 3DGSScan=scan69, Training Iterations=150002025.01 | 304 | |
| 3DGSScan=scan106, Training Iterations=150002025.01 | 269 | |
| 3DGSScan=scan105, Training Iterations=150002025.01 | 250 | |
| 3DGSScan=scan63, Training Iterations=150002025.01 | 249 | |
| 3DGSScan=scan110, Training Iterations=150002025.01 | 227 | |
| 3DGSScan=scan83, Training Iterations=150002025.01 | 216 | |
| FeatureGSScan=scan40, Geometric Loss=L_Planarity, Gaussian, Training Iterations=150002025.01 | 40 | |
| FeatureGSScan=scan40, Geometric Loss=L_Planarity, kNN, Training Iterations=150002025.01 | 40 | |
| FeatureGSScan=scan40, Geometric Loss=L_Omnivariance, kNN, Training Iterations=150002025.01 | 40 | |
| FeatureGSScan=scan40, Geometric Loss=L_Eigenentropy, kNN, Training Iterations=150002025.01 | 40 | |
| Initial SfM PointsScan=scan402025.01 | 39 | |
| FeatureGSScan=scan55, Geometric Loss=L_Planarity, Gaussian, Training Iterations=150002025.01 | 34 | |
| FeatureGSScan=scan55, Geometric Loss=L_Planarity, kNN, Training Iterations=150002025.01 | 34 | |
| FeatureGSScan=scan55, Geometric Loss=L_Omnivariance, kNN, Training Iterations=150002025.01 | 34 | |
| FeatureGSScan=scan55, Geometric Loss=L_Eigenentropy, kNN, Training Iterations=150002025.01 | 34 | |
| Initial SfM PointsScan=scan552025.01 | 33 | |
| FeatureGSScan=scan106, Geometric Loss=L_Planarity, Gaussian, Training Iterations=150002025.01 | 33 | |
| FeatureGSScan=scan106, Geometric Loss=L_Planarity, kNN, Training Iterations=150002025.01 | 33 | |
| FeatureGSScan=scan106, Geometric Loss=L_Omnivariance, kNN, Training Iterations=150002025.01 | 33 | |
| FeatureGSScan=scan106, Geometric Loss=L_Eigenentropy, kNN, Training Iterations=150002025.01 | 33 | |
| Initial SfM PointsScan=scan1062025.01 | 33 | |
| FeatureGSScan=scan37, Geometric Loss=L_Planarity, Gaussian, Training Iterations=150002025.01 | 29 | |
| FeatureGSScan=scan37, Geometric Loss=L_Planarity, kNN, Training Iterations=150002025.01 | 29 | |
| FeatureGSScan=scan37, Geometric Loss=L_Omnivariance, kNN, Training Iterations=150002025.01 | 29 | |
| FeatureGSScan=scan37, Geometric Loss=L_Eigenentropy, kNN, Training Iterations=150002025.01 | 29 | |
| FeatureGSScan=scan118, Geometric Loss=L_Planarity, Gaussian, Training Iterations=150002025.01 | 27 | |
| FeatureGSScan=scan118, Geometric Loss=L_Planarity, kNN, Training Iterations=150002025.01 | 27 | |
| FeatureGSScan=scan118, Geometric Loss=L_Omnivariance, kNN, Training Iterations=150002025.01 | 27 | |
| FeatureGSScan=scan118, Geometric Loss=L_Eigenentropy, kNN, Training Iterations=150002025.01 | 27 | |
| Initial SfM PointsScan=scan1182025.01 | 27 | |
| FeatureGSScan=scan105, Geometric Loss=L_Planarity, Gaussian, Training Iterations=150002025.01 | 26 | |
| FeatureGSScan=scan105, Geometric Loss=L_Planarity, kNN, Training Iterations=150002025.01 | 26 | |
| FeatureGSScan=scan105, Geometric Loss=L_Omnivariance, kNN, Training Iterations=150002025.01 | 26 | |
| FeatureGSScan=scan105, Geometric Loss=L_Eigenentropy, kNN, Training Iterations=150002025.01 | 26 | |
| FeatureGSScan=scan114, Geometric Loss=L_Planarity, Gaussian, Training Iterations=150002025.01 | 26 | |
| FeatureGSScan=scan114, Geometric Loss=L_Planarity, kNN, Training Iterations=150002025.01 | 26 | |
| FeatureGSScan=scan114, Geometric Loss=L_Omnivariance, kNN, Training Iterations=150002025.01 | 26 | |
| FeatureGSScan=scan114, Geometric Loss=L_Eigenentropy, kNN, Training Iterations=150002025.01 | 26 | |
| Initial SfM PointsScan=scan1052025.01 | 25 | |
| Initial SfM PointsScan=scan1142025.01 | 25 | |
| Initial SfM PointsScan=scan372025.01 | 24 | |
| FeatureGSScan=Mean, Geometric Loss=L_Planarity, Gaussian, Training Iterations=150002025.01 | 24 | |
| FeatureGSScan=Mean, Geometric Loss=L_Planarity, kNN, Training Iterations=150002025.01 | 24 | |
| FeatureGSScan=Mean, Geometric Loss=L_Omnivariance, kNN, Training Iterations=150002025.01 | 24 | |
| FeatureGSScan=Mean, Geometric Loss=L_Eigenentropy, kNN, Training Iterations=150002025.01 | 24 | |
| FeatureGSScan=scan97, Geometric Loss=L_Planarity, Gaussian, Training Iterations=150002025.01 | 22 | |
| FeatureGSScan=scan97, Geometric Loss=L_Planarity, kNN, Training Iterations=150002025.01 | 22 | |
| FeatureGSScan=scan97, Geometric Loss=L_Omnivariance, kNN, Training Iterations=150002025.01 | 22 | |
| FeatureGSScan=scan97, Geometric Loss=L_Eigenentropy, kNN, Training Iterations=150002025.01 | 22 | |
| Initial SfM PointsScan=Mean2025.01 | 22 | |
| FeatureGSScan=scan122, Geometric Loss=L_Planarity, Gaussian, Training Iterations=150002025.01 | 21 | |
| FeatureGSScan=scan122, Geometric Loss=L_Planarity, kNN, Training Iterations=150002025.01 | 21 | |
| FeatureGSScan=scan122, Geometric Loss=L_Omnivariance, kNN, Training Iterations=150002025.01 | 21 | |
| FeatureGSScan=scan122, Geometric Loss=L_Eigenentropy, kNN, Training Iterations=150002025.01 | 21 | |
| FeatureGSScan=scan24, Geometric Loss=L_Planarity, Gaussian, Training Iterations=150002025.01 | 20 | |
| FeatureGSScan=scan24, Geometric Loss=L_Planarity, kNN, Training Iterations=150002025.01 | 20 | |
| FeatureGSScan=scan24, Geometric Loss=L_Omnivariance, kNN, Training Iterations=150002025.01 | 20 | |
| FeatureGSScan=scan24, Geometric Loss=L_Eigenentropy, kNN, Training Iterations=150002025.01 | 20 | |
| Initial SfM PointsScan=scan972025.01 | 20 | |
| Initial SfM PointsScan=scan1222025.01 | 20 | |
| Initial SfM PointsScan=scan242025.01 | 15 | |
| FeatureGSScan=scan69, Geometric Loss=L_Planarity, Gaussian, Training Iterations=150002025.01 | 15 | |
| FeatureGSScan=scan69, Geometric Loss=L_Planarity, kNN, Training Iterations=150002025.01 | 15 | |
| FeatureGSScan=scan69, Geometric Loss=L_Omnivariance, kNN, Training Iterations=150002025.01 | 15 | |
| FeatureGSScan=scan69, Geometric Loss=L_Eigenentropy, kNN, Training Iterations=150002025.01 | 15 | |
| Initial SfM PointsScan=scan692025.01 | 15 | |
| FeatureGSScan=scan65, Geometric Loss=L_Planarity, Gaussian, Training Iterations=150002025.01 | 14 | |
| FeatureGSScan=scan65, Geometric Loss=L_Planarity, kNN, Training Iterations=150002025.01 | 14 | |
| FeatureGSScan=scan65, Geometric Loss=L_Omnivariance, kNN, Training Iterations=150002025.01 | 14 | |
| FeatureGSScan=scan65, Geometric Loss=L_Eigenentropy, kNN, Training Iterations=150002025.01 | 14 | |
| FeatureGSScan=scan63, Geometric Loss=L_Planarity, Gaussian, Training Iterations=150002025.01 | 13 | |
| FeatureGSScan=scan63, Geometric Loss=L_Planarity, kNN, Training Iterations=150002025.01 | 13 | |
| FeatureGSScan=scan63, Geometric Loss=L_Omnivariance, kNN, Training Iterations=150002025.01 | 13 | |
| FeatureGSScan=scan63, Geometric Loss=L_Eigenentropy, kNN, Training Iterations=150002025.01 | 13 | |
| Initial SfM PointsScan=scan652025.01 | 13 | |
| FeatureGSScan=scan83, Geometric Loss=L_Omnivariance, kNN, Training Iterations=150002025.01 | 12 | |
| FeatureGSScan=scan83, Geometric Loss=L_Planarity, Gaussian, Training Iterations=150002025.01 | 11 | |
| FeatureGSScan=scan83, Geometric Loss=L_Planarity, kNN, Training Iterations=150002025.01 | 11 | |
| FeatureGSScan=scan83, Geometric Loss=L_Eigenentropy, kNN, Training Iterations=150002025.01 | 11 | |
| FeatureGSScan=scan110, Geometric Loss=L_Planarity, Gaussian, Training Iterations=150002025.01 | 11 | |
| FeatureGSScan=scan110, Geometric Loss=L_Planarity, kNN, Training Iterations=150002025.01 | 11 | |
| FeatureGSScan=scan110, Geometric Loss=L_Omnivariance, kNN, Training Iterations=150002025.01 | 11 | |
| FeatureGSScan=scan110, Geometric Loss=L_Eigenentropy, kNN, Training Iterations=150002025.01 | 11 | |
| Initial SfM PointsScan=scan1102025.01 | 11 | |
| Initial SfM PointsScan=scan632025.01 | 10 | |
| Initial SfM PointsScan=scan832025.01 | 10 |