Model Selection for Out-of-Distribution Accuracy on CIFAR-10 N=105 ckpt-sev C
0.265Spearman Correlation (ρ)ricci_only
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| ricci_onlyScore=ricci_only2026.05 | 0.265 | 6.33 | 105 | 78.432 | 92.536 | 14.1 | |
| fixed_GeoScoreScore=fixed_GeoScore2026.05 | -0.415 | 1.1 | 105 | 88.842 | 92.536 | 3.7 | |
| topology_aware_fixedScore=topology_aware_fixed2026.05 | -0.622 | 1.37 | 105 | 92.536 | 92.536 | 0 | |
| torsion_onlyScore=torsion_only2026.05 | -0.629 | 6.57 | 105 | 92.536 | 92.536 | 0 | |
| TopoGeoScore_SSLScore=TopoGeoScore_SSL2026.05 | -0.641 | 1.82 | 105 | 92.536 | 92.536 | 0 |