Cellular Lineage Inference on Weinreb (cell lineage)
63.3DPHDTree^A
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| HDTree^AYear=Ours2025.06 | 63.3 | 78.2 | 50.6 | 45.2 | 59.3 | |
| HDTree^AYear=Ours2025.06 | 63.3 | 78.2 | 50.6 | 45.2 | 59.3 | |
| HDTreeYear=Ours2025.06 | 61 | 67 | 62.6 | 42.6 | 58.3 | |
| HDTreeYear=Ours2025.06 | 61 | 67 | 62.6 | 42.6 | 58.3 | |
| TreeVAE^AYear=20242025.06 | 60.4 | 61.4 | 41 | 35.2 | 49.5 | |
| TreeVAE^AYear=20242025.06 | 60.4 | 61.4 | 41 | 35.2 | 49.5 | |
| tSNE+Agg^AYear=20142025.06 | 57.9 | 63.3 | 35.3 | 38.5 | 48.8 | |
| UMAP+Agg^AYear=20182025.06 | 51.8 | 62.1 | 47.2 | 46.1 | 51.8 | |
| LangCell^AYear=20242025.06 | 47.4 | 54.8 | 14.3 | 34.3 | 37.7 | |
| LangCell^AYear=20242025.06 | 47.4 | 54.8 | 14.3 | 34.3 | 37.7 | |
| Geneformer^AYear=20242025.06 | 45.1 | 55.3 | 21.4 | 32.3 | 38.5 | |
| Geneformer^AYear=20242025.06 | 45.1 | 55.3 | 21.4 | 32.3 | 38.5 |