Branch Classification on Tabula Sapiens Large-cell Robust-V2 (pooled donor-holdout)
82.8Branch Balanced AccuracyH65 cell head
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| H65 cell headDimension=10D2026.03 | 82.8 | 58.4 | |
| Raw baselineInput=1200 log1p2026.03 | 82.6 | 59.5 | |
| H65 hybrid conservativeDimension=10D2026.03 | 81.5 | 59.9 | |
| scVI-10D baselineDimension=10D2026.03 | 79.3 | 55.1 | |
| Palantir baseline2026.03 | 75.9 | 62.1 | |
| H65 anchor headDimension=10D2026.03 | 75 | 55.7 | |
| Scanpy-DPT baseline2026.03 | 75 | 60.6 | |
| PCA-10 baselineDimension=102026.03 | 73.3 | 54.3 | |
| SVD-10 baselineDimension=102026.03 | 73.1 | 54.1 | |
| CellTypist stage-probability baseline2026.03 | 70.3 | 58.8 |