Cellular Lineage Inference on LHCO cell lineage
42.7DPHDTree
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| HDTreeYear=Ours2025.06 | 42.7 | 54 | 49.4 | 34.5 | 45.2 | |
| HDTreeYear=Ours2025.06 | 42.7 | 54 | 49.4 | 34.5 | 45.2 | |
| UMAP+Agg^AYear=20182025.06 | 40 | 50.6 | 46.2 | 34.2 | 43 | |
| HDTree^AYear=Ours2025.06 | 38.8 | 52.1 | 46.4 | 34.7 | 43 | |
| HDTree^AYear=Ours2025.06 | 38.8 | 52.1 | 46.4 | 34.7 | 43 | |
| TreeVAE^AYear=20242025.06 | 38.3 | 52.2 | 37.9 | 31.6 | 40 | |
| TreeVAE^AYear=20242025.06 | 38.3 | 52.2 | 37.9 | 31.6 | 40 | |
| tSNE+Agg^AYear=20142025.06 | 37.4 | 52.8 | 43.6 | 29.8 | 40.9 | |
| CellPLM^AYear=20242025.06 | 27 | 35.8 | 16.8 | 1.65 | 20.3 | |
| CellPLM^AYear=20242025.06 | 27 | 35.8 | 16.8 | 1.65 | 20.3 | |
| LangCell^AYear=20242025.06 | 26.5 | 35.2 | 35.2 | 0.02 | 24.2 | |
| LangCell^AYear=20242025.06 | 26.5 | 35.2 | 35.2 | 0.02 | 24.2 |