Batch integration on Tissue Data OOD tr1
94.1ASW_sRaw Data
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| Raw DataMethod Type=Non-TFM2024.08 | 94.1 | 79.2 | 86.7 | 54 | 67.1 | |
| GeneformerMethod Type=Ontology-Agnostic TFM2024.08 | 92.5 | 80.4 | 86.5 | 53.9 | 66.9 | |
| scGPTMethod Type=Ontology-Agnostic TFM2024.08 | 91.6 | 77.6 | 84.6 | 54.4 | 66.5 | |
| scTabMethod Type=Ontology-Agnostic TFM2024.08 | 91.6 | 87.2 | 89.4 | 51.5 | 66.7 | |
| HarmonyMethod Type=Non-TFM2024.08 | 90.5 | 75.5 | 83 | 46.2 | 60.9 | |
| UCEMethod Type=Ontology-Agnostic TFM2024.08 | 90.5 | 86.4 | 88.5 | 59.8 | 71.3 | |
| SupMethod Type=Ontology-Agnostic TFM2024.08 | 90.3 | 93.2 | 91.8 | 60.5 | 73 | |
| scVIMethod Type=Non-TFM2024.08 | 90.1 | 86.1 | 88.1 | 57.7 | 69.9 | |
| MGP+SupMethod Type=Ontology-Agnostic TFM2024.08 | 90 | 94.1 | 92.1 | 61 | 73.4 | |
| MGPMethod Type=Ontology-Agnostic TFM2024.08 | 88.7 | 88.7 | 88.7 | 57.6 | 70 | |
| scCelloMethod Type=Ontology-Enhanced TFM2024.08 | 86.8 | 84.1 | 85.5 | 61.2 | 70.9 | |
| SeuratMethod Type=Non-TFM2024.08 | 86.5 | 83 | 84.7 | 58.7 | 69.1 |