Cell Type Discrimination on Tabula Sapiens Large-cell Robust-V2 (pooled donor-holdout)
0.867CD4/CD8 AUROCH65 cell head
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| H65 cell headDimension=10D2026.03 | 0.867 | 0.951 | |
| H65 hybrid conservativeDimension=10D2026.03 | 0.858 | 0.949 | |
| scVI-10D baselineDimension=10D2026.03 | 0.849 | 0.916 | |
| PCA-10 baselineDimension=102026.03 | 0.842 | 0.944 | |
| SVD-10 baselineDimension=102026.03 | 0.842 | 0.936 | |
| Raw baselineInput=1200 log1p2026.03 | 0.805 | 0.833 | |
| H65 anchor headDimension=10D2026.03 | 0.803 | 0.934 | |
| Scanpy-DPT baseline2026.03 | 0.793 | 0.947 | |
| CellTypist stage-probability baseline2026.03 | 0.785 | 0.855 | |
| Palantir baseline2026.03 | 0.75 | 0.946 |