Topology-Preservation on Multiple datasets mean Friedman rank (10 stratified outer folds)
2.53Mean Friedman Rank (Betti H0)CNN
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| CNN2025.11 | 2.53 | 2.8 | 2.67 | |
| BoundaryTPS2025.11 | 3.93 | 2.27 | 3.8 | |
| IB32025.11 | 4 | 3.67 | 4 | |
| TPS2025.11 | 4.27 | 3.8 | 4.2 | |
| ICF2025.11 | 5 | 6.93 | 4.93 | |
| DROP32025.11 | 5.73 | 5.73 | 5.73 | |
| SPOTGreedy2025.11 | 6.2 | 6.87 | 6.13 | |
| CNN+ENN2025.11 | 6.27 | 6.4 | 6.4 | |
| KMeans2025.11 | 7.07 | 6.53 | 7.13 |