Batch integration on CellType Data OOD v1
0.934ASWRaw Data
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| Raw DataType=Non-TFM2024.08 | 0.934 | 0.94 | 0.937 | 0.703 | 0.797 | |
| GeneformerType=Ontology-Agnostic TFM2024.08 | 0.915 | 0.907 | 0.911 | 0.689 | 0.778 | |
| HarmonyType=Non-TFM2024.08 | 0.909 | 0.8 | 0.855 | 0.432 | 0.601 | |
| scTabType=Ontology-Agnostic TFM2024.08 | 0.908 | 0.904 | 0.906 | 0.759 | 0.818 | |
| scGPTType=Ontology-Agnostic TFM2024.08 | 0.903 | 0.913 | 0.908 | 0.707 | 0.787 | |
| MGPType=Ontology-Agnostic TFM2024.08 | 0.894 | 0.903 | 0.899 | 0.714 | 0.788 | |
| MGP+SupType=Ontology-Agnostic TFM2024.08 | 0.885 | 0.946 | 0.916 | 0.758 | 0.821 | |
| SupType=Ontology-Agnostic TFM2024.08 | 0.879 | 0.944 | 0.912 | 0.767 | 0.825 | |
| scCelloType=Ontology-Enhanced TFM2024.08 | 0.877 | 0.911 | 0.894 | 0.769 | 0.819 | |
| scVIType=Non-TFM2024.08 | 0.875 | 0.959 | 0.917 | 0.76 | 0.823 | |
| UCEType=Ontology-Agnostic TFM2024.08 | 0.867 | 0.947 | 0.907 | 0.772 | 0.826 | |
| SeuratType=Non-TFM2024.08 | 0.831 | 0.928 | 0.88 | 0.752 | 0.803 |