Predicting density of cross-persistence diagrams on ModelNet10 (train)
0.35Symmetrical KL DistanceCross-RipsNet
Evaluation results
| Method | Links | |
|---|---|---|
| Cross-RipsNetDimensionality Reduction=Quantiles, K=602026.03 | 0.35 | |
| Cross-RipsNetInput=Point Cloud (No distance matrix)2026.03 | 0.38 | |
| Cross-RipsNetDimensionality Reduction=MAX, K=602026.03 | 0.4 | |
| Cross-RipsNetDimensionality Reduction=PCA, K=602026.03 | 0.43 | |
| RipsNetInput=Point Cloud (No distance matrix)2026.03 | 0.59 |