Unsupervised Model Selection on CIFAR 10.1 (OOD)
0.527Spearman RhoRicci-only
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| Ricci-only2026.05 | 0.527 | 71.25 | 89.75 | 18.5 | |
| Fixed GeoScore2026.05 | -0.588 | 86.25 | 89.75 | 3.5 | |
| Topology-aware fixed2026.05 | -0.904 | 89.75 | 89.75 | 0 | |
| Torsion-only2026.05 | -0.913 | 89.75 | 89.75 | 0 | |
| TopoGeoScore (SSL)2026.05 | -0.945 | 89.75 | 89.75 | 0 |