Unsupervised branch-inference on Canonical 4 held-out donors (100k split)
0.393ARIRaw baseline
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| Raw baselineFeatures=1200 log1p2026.03 | 0.393 | 0.626 | 0.627 | 0.627 | |
| H65 hybrid conservativeDimension=10D2026.03 | 0.387 | 0.618 | 0.619 | 0.619 | |
| H65 cell headDimension=10D2026.03 | 0.33 | 0.52 | 0.521 | 0.521 | |
| SVD-10 baselineDimension=102026.03 | 0.326 | 0.591 | 0.592 | 0.592 | |
| Frozen scGPT CP-<cls>Embedding readout=CP-<cls>2026.03 | 0.315 | 0.574 | 0.576 | 0.576 | |
| PCA-10 baselineDimension=102026.03 | 0.305 | 0.581 | 0.582 | 0.582 | |
| Frozen scGPT avg-poolEmbedding readout=avg-pool2026.03 | 0.302 | 0.555 | 0.557 | 0.557 | |
| H65 anchor headDimension=10D2026.03 | 0.269 | 0.546 | 0.547 | 0.547 |