Geometric Accuracy on DTU (all points)
3.058Chamfer Distance (mm)FeatureGS
Evaluation results
| Method | Links | |
|---|---|---|
| FeatureGSLoss function=L_Omnivariance, kNN, Scan ID=scan106, Training iterations=15 0002025.01 | 3.058 | |
| FeatureGSLoss function=L_Eigenentropy, kNN, Scan ID=scan106, Training iterations=15 0002025.01 | 3.211 | |
| FeatureGSLoss function=L_Planarity, Gaussian, Scan ID=scan106, Training iterations=15 0002025.01 | 3.272 | |
| FeatureGSLoss function=L_Planarity, kNN, Scan ID=scan106, Training iterations=15 0002025.01 | 3.459 | |
| FeatureGSLoss function=L_Omnivariance, kNN, Scan ID=scan55, Training iterations=15 0002025.01 | 4.782 | |
| FeatureGSLoss function=L_Omnivariance, kNN, Scan ID=scan40, Training iterations=15 0002025.01 | 4.816 | |
| FeatureGSLoss function=L_Planarity, Gaussian, Scan ID=scan40, Training iterations=15 0002025.01 | 4.915 | |
| FeatureGSLoss function=L_Planarity, Gaussian, Scan ID=scan55, Training iterations=15 0002025.01 | 5.05 | |
| FeatureGSLoss function=L_Eigenentropy, kNN, Scan ID=scan55, Training iterations=15 0002025.01 | 5.059 | |
| FeatureGSLoss function=L_Planarity, kNN, Scan ID=scan40, Training iterations=15 0002025.01 | 5.174 | |
| FeatureGSLoss function=L_Eigenentropy, kNN, Scan ID=scan40, Training iterations=15 0002025.01 | 5.267 | |
| FeatureGSLoss function=L_Planarity, Gaussian, Scan ID=scan114, Training iterations=15 0002025.01 | 5.85 | |
| FeatureGSLoss function=L_Planarity, kNN, Scan ID=scan55, Training iterations=15 0002025.01 | 5.99 | |
| FeatureGSLoss function=L_Eigenentropy, kNN, Scan ID=scan114, Training iterations=15 0002025.01 | 6.002 | |
| FeatureGSLoss function=L_Omnivariance, kNN, Scan ID=scan114, Training iterations=15 0002025.01 | 6.138 | |
| FeatureGSLoss function=L_Planarity, kNN, Scan ID=scan118, Training iterations=15 0002025.01 | 6.374 | |
| FeatureGSLoss function=L_Planarity, kNN, Scan ID=scan114, Training iterations=15 0002025.01 | 6.773 | |
| FeatureGSLoss function=L_Planarity, Gaussian, Scan ID=scan118, Training iterations=15 0002025.01 | 6.977 | |
| FeatureGSLoss function=L_Omnivariance, kNN, Scan ID=scan118, Training iterations=15 0002025.01 | 7.005 | |
| FeatureGSLoss function=L_Eigenentropy, kNN, Scan ID=scan118, Training iterations=15 0002025.01 | 7.087 | |
| FeatureGSLoss function=L_Planarity, kNN, Scan ID=scan105, Training iterations=15 0002025.01 | 8.159 | |
| FeatureGSLoss function=L_Planarity, Gaussian, Scan ID=scan105, Training iterations=15 0002025.01 | 8.221 | |
| FeatureGSLoss function=L_Omnivariance, kNN, Scan ID=scan105, Training iterations=15 0002025.01 | 8.26 | |
| FeatureGSLoss function=L_Planarity, kNN, Scan ID=scan37, Training iterations=15 0002025.01 | 8.312 | |
| FeatureGSLoss function=L_Eigenentropy, kNN, Scan ID=scan105, Training iterations=15 0002025.01 | 8.48 | |
| FeatureGSLoss function=L_Planarity, Gaussian, Scan ID=scan24, Training iterations=15 0002025.01 | 8.909 | |
| FeatureGSLoss function=L_Eigenentropy, kNN, Scan ID=scan37, Training iterations=15 0002025.01 | 9.045 | |
| FeatureGSLoss function=L_Omnivariance, kNN, Scan ID=scan122, Training iterations=15 0002025.01 | 9.265 | |
| FeatureGSLoss function=L_Planarity, Gaussian, Scan ID=scan122, Training iterations=15 0002025.01 | 9.332 | |
| FeatureGSLoss function=L_Eigenentropy, kNN, Scan ID=scan122, Training iterations=15 0002025.01 | 9.369 | |
| FeatureGSLoss function=L_Planarity, kNN, Scan ID=scan24, Training iterations=15 0002025.01 | 9.378 | |
| FeatureGSLoss function=L_Omnivariance, kNN, Scan ID=scan37, Training iterations=15 0002025.01 | 9.435 | |
| FeatureGSLoss function=L_Planarity, Gaussian, Scan ID=scan37, Training iterations=15 0002025.01 | 9.575 | |
| FeatureGSLoss function=L_Planarity, kNN, Scan ID=scan69, Training iterations=15 0002025.01 | 9.653 | |
| FeatureGSLoss function=L_Omnivariance, kNN, Scan ID=scan69, Training iterations=15 0002025.01 | 9.708 | |
| FeatureGSLoss function=L_Eigenentropy, kNN, Scan ID=scan97, Training iterations=15 0002025.01 | 9.755 | |
| FeatureGSLoss function=L_Planarity, kNN, Scan ID=scan122, Training iterations=15 0002025.01 | 9.755 | |
| FeatureGSLoss function=L_Eigenentropy, kNN, Scan ID=scan69, Training iterations=15 0002025.01 | 9.77 | |
| FeatureGSLoss function=L_Planarity, Gaussian, Scan ID=scan69, Training iterations=15 0002025.01 | 10.11 | |
| FeatureGSLoss function=L_Planarity, Gaussian, Scan ID=Mean, Training iterations=15 0002025.01 | 10.593 | |
| FeatureGSLoss function=L_Planarity, kNN, Scan ID=Mean, Training iterations=15 0002025.01 | 10.793 | |
| FeatureGSLoss function=L_Omnivariance, kNN, Scan ID=scan97, Training iterations=15 0002025.01 | 11.333 | |
| FeatureGSLoss function=L_Eigenentropy, kNN, Scan ID=Mean, Training iterations=15 0002025.01 | 11.721 | |
| FeatureGSLoss function=L_Planarity, kNN, Scan ID=scan97, Training iterations=15 0002025.01 | 12.033 | |
| FeatureGSLoss function=L_Omnivariance, kNN, Scan ID=Mean, Training iterations=15 0002025.01 | 12.212 | |
| FeatureGSLoss function=L_Eigenentropy, kNN, Scan ID=scan24, Training iterations=15 0002025.01 | 12.469 | |
| FeatureGSLoss function=L_Planarity, Gaussian, Scan ID=scan97, Training iterations=15 0002025.01 | 13.099 | |
| FeatureGSLoss function=L_Planarity, kNN, Scan ID=scan110, Training iterations=15 0002025.01 | 14.134 | |
| FeatureGSLoss function=L_Planarity, kNN, Scan ID=scan65, Training iterations=15 0002025.01 | 15.357 | |
| FeatureGSLoss function=L_Planarity, Gaussian, Scan ID=scan110, Training iterations=15 0002025.01 | 17.16 | |
| FeatureGSLoss function=L_Omnivariance, kNN, Scan ID=scan110, Training iterations=15 0002025.01 | 17.584 | |
| FeatureGSLoss function=L_Planarity, Gaussian, Scan ID=scan65, Training iterations=15 0002025.01 | 17.916 | |
| FeatureGSLoss function=L_Eigenentropy, kNN, Scan ID=scan110, Training iterations=15 0002025.01 | 18.517 | |
| FeatureGSLoss function=L_Eigenentropy, kNN, Scan ID=scan65, Training iterations=15 0002025.01 | 18.741 | |
| FeatureGSLoss function=L_Planarity, Gaussian, Scan ID=scan63, Training iterations=15 0002025.01 | 19.13 | |
| FeatureGSLoss function=L_Omnivariance, kNN, Scan ID=scan65, Training iterations=15 0002025.01 | 19.246 | |
| FeatureGSLoss function=L_Omnivariance, kNN, Scan ID=scan63, Training iterations=15 0002025.01 | 20.405 | |
| FeatureGSLoss function=L_Omnivariance, kNN, Scan ID=scan24, Training iterations=15 0002025.01 | 21.158 | |
| FeatureGSLoss function=L_Eigenentropy, kNN, Scan ID=scan83, Training iterations=15 0002025.01 | 21.545 | |
| FeatureGSLoss function=L_Planarity, kNN, Scan ID=scan83, Training iterations=15 0002025.01 | 21.874 | |
| FeatureGSLoss function=L_Eigenentropy, kNN, Scan ID=scan63, Training iterations=15 0002025.01 | 22.034 | |
| FeatureGSLoss function=L_Omnivariance, kNN, Scan ID=scan83, Training iterations=15 0002025.01 | 22.426 | |
| FeatureGSLoss function=L_Planarity, kNN, Scan ID=scan63, Training iterations=15 0002025.01 | 24.35 | |
| FeatureGSLoss function=L_Planarity, Gaussian, Scan ID=scan83, Training iterations=15 0002025.01 | 24.628 | |
| 3DGSScan ID=scan40, Training iterations=15 0002025.01 | 43.597 | |
| 3DGSScan ID=scan24, Training iterations=15 0002025.01 | 50.85 | |
| 3DGSScan ID=scan37, Training iterations=15 0002025.01 | 53.919 | |
| 3DGSScan ID=scan55, Training iterations=15 0002025.01 | 58.004 | |
| 3DGSScan ID=scan118, Training iterations=15 0002025.01 | 83.07 | |
| 3DGSScan ID=scan106, Training iterations=15 0002025.01 | 88.501 | |
| 3DGSScan ID=scan97, Training iterations=15 0002025.01 | 111.836 | |
| 3DGSScan ID=Mean, Training iterations=15 0002025.01 | 116.587 | |
| 3DGSScan ID=scan69, Training iterations=15 0002025.01 | 121.251 | |
| 3DGSScan ID=scan122, Training iterations=15 0002025.01 | 124.686 | |
| 3DGSScan ID=scan105, Training iterations=15 0002025.01 | 132.986 | |
| 3DGSScan ID=scan110, Training iterations=15 0002025.01 | 164.03 | |
| 3DGSScan ID=scan114, Training iterations=15 0002025.01 | 173.681 | |
| 3DGSScan ID=scan83, Training iterations=15 0002025.01 | 178.645 | |
| 3DGSScan ID=scan65, Training iterations=15 0002025.01 | 179.18 | |
| 3DGSScan ID=scan63, Training iterations=15 0002025.01 | 279.172 |