Point Cloud Classification on Synthetic Point Clouds Gaussian Noise η=0.05
100AccuracyPD
Evaluation results
| Method | Links | ||
|---|---|---|---|
| PDHomological Dimension=H1, Distance Metric=L12015.07 | 100 | 657 | |
| PDHomological Dimension=H1, Distance Metric=L22015.07 | 100 | 984 | |
| PIHomological Dimension=H1, Distance Metric=L12015.07 | 100 | 17 | |
| PIHomological Dimension=H1, Distance Metric=L22015.07 | 100 | 17 | |
| PIHomological Dimension=H1, Distance Metric=Linf2015.07 | 100 | 17 | |
| PDHomological Dimension=H0, Distance Metric=L12015.07 | 96 | 37,346 | |
| PIHomological Dimension=H0, Distance Metric=Linf2015.07 | 94 | 9 | |
| PIHomological Dimension=H0, Distance Metric=L12015.07 | 93.3 | 9 | |
| PLHomological Dimension=H0, Distance Metric=L12015.07 | 92.7 | 29 | |
| PIHomological Dimension=H0, Distance Metric=L22015.07 | 92.7 | 9 | |
| PDHomological Dimension=H0, Distance Metric=L22015.07 | 91.3 | 24,656 | |
| PLHomological Dimension=H1, Distance Metric=L12015.07 | 83.3 | 36 | |
| PLHomological Dimension=H1, Distance Metric=L22015.07 | 83.3 | 50 | |
| PDHomological Dimension=H1, Distance Metric=Linf2015.07 | 81.3 | 527 | |
| PLHomological Dimension=H0, Distance Metric=L22015.07 | 77.3 | 29 | |
| PLHomological Dimension=H1, Distance Metric=Linf2015.07 | 74.7 | 8 | |
| PDHomological Dimension=H0, Distance Metric=Linf2015.07 | 60.7 | 1,133 | |
| PLHomological Dimension=H0, Distance Metric=Linf2015.07 | 60.7 | 2 |