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ResearchFormerly WizWand

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

0.794NMIscCello
0.659840.694670.72950.76433Aug 22, 2024
Updated 8mo ago

Evaluation results

MethodLinks
scCelloMethod Type=Ontology-Enhanced TFM2024.080.7940.4860.6490.643
SupMethod Type=Ontology-Agnostic TFM2024.080.7680.3950.5560.573
MGP+SupMethod Type=Ontology-Agnostic TFM2024.080.7680.3980.5440.57
UCEMethod Type=Ontology-Agnostic TFM2024.080.7370.2840.4960.506
MGPMethod Type=Ontology-Agnostic TFM2024.080.7340.3590.4620.518
scVIMethod Type=Non-TFM2024.080.7220.3110.4710.502
SeuratMethod Type=Non-TFM2024.080.7110.3350.420.489
HarmonyMethod Type=Non-TFM2024.080.690.3240.4080.474
GeneformerMethod Type=Ontology-Agnostic TFM2024.080.6860.3270.4330.482
scGPTMethod Type=Ontology-Agnostic TFM2024.080.6770.2980.4560.477
Raw DataMethod Type=Non-TFM2024.080.6650.2510.4620.46