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ResearchFormerly WizWand

Cell Type Clustering on CellType Data OOD D2^ct (test)

0.91NMISup
0.581360.666680.7520.83732Aug 22, 2024
Updated 8mo ago

Evaluation results

MethodLinks
SupMethod Category=Ontology-Agnostic TFM2024.080.910.7930.6220.775
scCelloMethod Category=Ontology-Enhanced TFM2024.080.9090.8170.6320.786
MGP+SupMethod Category=Ontology-Agnostic TFM2024.080.9010.7790.6110.764
UCEMethod Category=Ontology-Agnostic TFM2024.080.8920.6950.6350.741
scVIMethod Category=Non-TFM2024.080.8890.7090.5770.725
SeuratMethod Category=Non-TFM2024.080.8840.7230.6050.737
MGPMethod Category=Ontology-Agnostic TFM2024.080.8810.7450.5950.74
scGPTMethod Category=Ontology-Agnostic TFM2024.080.8730.7240.5640.72
scTabMethod Category=Ontology-Agnostic TFM2024.080.8670.7540.5570.726
GeneformerMethod Category=Ontology-Agnostic TFM2024.080.8460.6290.530.668
Raw DataMethod Category=Non-TFM2024.080.8230.5570.5050.629
HarmonyMethod Category=Non-TFM2024.080.5940.2480.4110.417