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Cell Type Clustering on OOD Donor Data (D_d^an) (unseen donor)

0.774NMIscCello
0.651280.683140.7150.74686Aug 22, 2024

Evaluation results

MethodLinks
scCelloMethod Type=Ontology-Enhanced TFM2024.080.7740.4260.6250.608
SupMethod Type=Ontology-Agnostic TFM2024.080.7540.3570.5450.552
MGP+SupMethod Type=Ontology-Agnostic TFM2024.080.7540.3730.5320.553
UCEMethod Type=Ontology-Agnostic TFM2024.080.7180.2450.4910.485
MGPMethod Type=Ontology-Agnostic TFM2024.080.7130.2940.4570.488
scVIMethod Type=Non-TFM2024.080.6990.2690.4660.478
SeuratMethod Type=Non-TFM2024.080.6910.2940.4130.466
HarmonyMethod Type=Non-TFM2024.080.6790.2860.4050.456
GeneformerMethod Type=Ontology-Agnostic TFM2024.080.6660.3030.4340.468
Raw DataMethod Type=Non-TFM2024.080.6650.2470.4620.458
scGPTMethod Type=Ontology-Agnostic TFM2024.080.6560.2590.4520.456