Stage Classification on Tabula Sapiens Large-cell Robust-V2 (pooled donor-holdout)
56.7Stage Balanced AccuracyRaw baseline
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| Raw baselineInput=1200 log1p2026.03 | 56.7 | 21.9 | |
| H65 cell headDimension=10D2026.03 | 55.2 | 21.6 | |
| H65 hybrid conservativeDimension=10D2026.03 | 54.2 | 21.7 | |
| scVI-10D baselineDimension=10D2026.03 | 51.2 | 20.5 | |
| PCA-10 baselineDimension=102026.03 | 50.3 | 19.4 | |
| SVD-10 baselineDimension=102026.03 | 49.9 | 19.2 | |
| H65 anchor headDimension=10D2026.03 | 46.5 | 18.4 | |
| Scanpy-DPT baseline2026.03 | 45.1 | 23.5 | |
| Palantir baseline2026.03 | 42.3 | 24.2 | |
| CellTypist stage-probability baseline2026.03 | 39.3 | 22.6 |