Predicting density of cross-persistence diagrams on Synthetic (train)
1.38Symmetrical KL DistanceCross-RipsNet
Evaluation Results
| Method | Links | |
|---|---|---|
| Cross-RipsNetDimensionality Reduction=Quantiles, K=602026.03 | 1.38 | |
| Cross-RipsNetDimensionality Reduction=MAX, K=602026.03 | 1.81 | |
| Cross-RipsNetInput=Point Cloud (No distance matrix)2026.03 | 1.85 | |
| RipsNetInput=Point Cloud (No distance matrix)2026.03 | 1.99 | |
| Cross-RipsNetDimensionality Reduction=PCA, K=602026.03 | 2.15 |