Batch integration on ID dataset (Did) (Din) (Unseen Data)
95.1ASWbRaw Data
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| Raw DataCategory=Non-TFM Methods2024.08 | 95.1 | 80.6 | 87.8 | 41.9 | 60.3 | |
| scTabCategory=Ontology-Agnostic TFMs2024.08 | 91.7 | 92.5 | 92.1 | 57.7 | 71.5 | |
| UCECategory=Ontology-Agnostic TFMs2024.08 | 90.6 | 78.8 | 84.7 | 48.9 | 63.2 | |
| MGP+SupCategory=Ontology-Agnostic TFMs2024.08 | 89.2 | 82.9 | 86 | 51.6 | 65.4 | |
| scGPTCategory=Ontology-Agnostic TFMs2024.08 | 88.7 | 69.1 | 78.9 | 43.8 | 57.8 | |
| SupCategory=Ontology-Agnostic TFMs2024.08 | 88.5 | 80.9 | 84.7 | 55.5 | 67.2 | |
| scVICategory=Non-TFM Methods2024.08 | 88 | 73.8 | 80.9 | 47.4 | 60.8 | |
| GeneformerCategory=Ontology-Agnostic TFMs2024.08 | 87.5 | 67.6 | 77.5 | 43.2 | 56.9 | |
| MGPCategory=Ontology-Agnostic TFMs2024.08 | 87 | 72.8 | 79.9 | 47.3 | 60.3 | |
| scCelloCategory=Ontology-Enhanced TFMs2024.08 | 83.4 | 69.7 | 76.6 | 67 | 70.8 | |
| SeuratCategory=Non-TFM Methods2024.08 | 82.9 | 68.6 | 75.7 | 44.2 | 56.8 | |
| HarmonyCategory=Non-TFM Methods2024.08 | 82.4 | 68.8 | 75.6 | 42.1 | 55.5 |