Unsupervised branch-inference on Canonical (100k)
61.3ARIH65 anchor head (10D)
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| H65 anchor head (10D)nd=2, Dimensionality=10D, Evaluation Framework=Palantir2026.03 | 61.3 | 67 | 67 | 67 | |
| SVD-10 baselinend=3, Dimensionality=10, Evaluation Framework=Palantir2026.03 | 35.8 | 46.1 | 46.2 | 46.2 | |
| Raw baseline (1200 log1p)nd=3, Config=1200 log1p, Evaluation Framework=Palantir2026.03 | 33.8 | 43.7 | 43.7 | 43.7 | |
| Frozen scGPT CP-<cls>nd=2, Embedding strategy=CP-<cls>, Evaluation Framework=Palantir2026.03 | 30 | 33.4 | 33.5 | 33.5 | |
| H65 hybrid conservative (10D)nd=3, Dimensionality=10D, Evaluation Framework=Palantir2026.03 | 25.5 | 41 | 41 | 41 | |
| Frozen scGPT avg-poolnd=1, Pooling strategy=avg-pool, Evaluation Framework=Palantir2026.03 | 19.8 | 35.3 | 35.3 | 35.3 | |
| PCA-10 baselinend=2, Dimensionality=10, Evaluation Framework=Palantir2026.03 | 14.5 | 28.8 | 28.8 | 28.8 | |
| H65 cell head (10D)nd=4, Dimensionality=10D, Evaluation Framework=Palantir2026.03 | 12 | 29.3 | 29.4 | 29.4 |