Cell Type Clustering on OOD CellType Data (D1^ct) (test)
0.905NMIscVI
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| scVIMethod Category=Non-TFM2024.08 | 0.905 | 0.797 | 0.577 | 0.76 | |
| UCEMethod Category=Ontology-Agnostic TFM2024.08 | 0.902 | 0.802 | 0.612 | 0.772 | |
| SeuratMethod Category=Non-TFM2024.08 | 0.893 | 0.773 | 0.59 | 0.752 | |
| SupMethod Category=Ontology-Agnostic TFM2024.08 | 0.892 | 0.787 | 0.621 | 0.767 | |
| MGP+SupMethod Category=Ontology-Agnostic TFM2024.08 | 0.888 | 0.775 | 0.611 | 0.758 | |
| scCelloMethod Category=Ontology-Enhanced TFM2024.08 | 0.887 | 0.781 | 0.64 | 0.769 | |
| scTabMethod Category=Ontology-Agnostic TFM2024.08 | 0.886 | 0.807 | 0.584 | 0.759 | |
| scGPTMethod Category=Ontology-Agnostic TFM2024.08 | 0.866 | 0.705 | 0.551 | 0.707 | |
| Raw DataMethod Category=Non-TFM2024.08 | 0.864 | 0.718 | 0.529 | 0.703 | |
| MGPMethod Category=Ontology-Agnostic TFM2024.08 | 0.86 | 0.71 | 0.573 | 0.714 | |
| GeneformerMethod Category=Ontology-Agnostic TFM2024.08 | 0.846 | 0.697 | 0.525 | 0.689 | |
| HarmonyMethod Category=Non-TFM2024.08 | 0.553 | 0.241 | 0.432 | 0.432 |