Cellular Lineage Inference on Limb (cell lineage)
41DPHDTree
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| HDTreeYear=Ours2025.06 | 41 | 57.2 | 55 | 46.6 | 50 | |
| HDTreeYear=Ours2025.06 | 41 | 57.2 | 55 | 46.6 | 50 | |
| HDTree^AYear=Ours2025.06 | 38.9 | 57.9 | 52.8 | 49 | 49.7 | |
| HDTree^AYear=Ours2025.06 | 38.9 | 57.9 | 52.8 | 49 | 49.7 | |
| tSNE+Agg^AYear=20142025.06 | 34.9 | 55.4 | 48.9 | 47.5 | 46.7 | |
| TreeVAE^AYear=20242025.06 | 34.7 | 55.6 | 49.8 | 50 | 47.5 | |
| TreeVAE^AYear=20242025.06 | 34.7 | 55.6 | 49.8 | 50 | 47.5 | |
| UMAP+Agg^AYear=20182025.06 | 30.9 | 50.1 | 49.1 | 41.4 | 42.9 | |
| Geneformer^AYear=20232025.06 | 25.6 | 35.9 | 34.1 | 34.9 | 32.6 | |
| CellPLM^AYear=20242025.06 | 25.6 | 39.9 | 34.1 | 32.9 | 33.1 | |
| Geneformer^AYear=20232025.06 | 25.6 | 35.9 | 34.1 | 34.9 | 32.6 | |
| CellPLM^AYear=20242025.06 | 25.6 | 39.9 | 34.1 | 32.9 | 33.1 | |
| LangCell^AYear=20242025.06 | 25.3 | 37.5 | 33.9 | 35.1 | 33 | |
| LangCell^AYear=20242025.06 | 25.3 | 37.5 | 33.9 | 35.1 | 33 |