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ResearchFormerly WizWand

Cell type clustering on OOD Tissue Data D_s^{u1} (unseen split 1)

0.789NMIMGP+Sup
0.64340.68120.7190.7568Aug 22, 2024
Updated 8mo ago

Evaluation results

MethodLinks
MGP+SupMethod Category=Ontology-Agnostic TFMs, Fine-tuned=true2024.080.7890.5180.5240.61
SupMethod Category=Ontology-Agnostic TFMs, Fine-tuned=true2024.080.7880.5020.5270.605
UCEMethod Category=Ontology-Agnostic TFMs, Fine-tuned=true2024.080.7870.4760.5310.598
scCelloMethod Category=Ontology-Enhanced TFMs, Fine-tuned=true2024.080.7840.5190.5340.612
SeuratMethod Category=Non-TFM Methods2024.080.7770.4970.4880.587
scVIMethod Category=Non-TFM Methods2024.080.7740.4430.5160.577
MGPMethod Category=Ontology-Agnostic TFMs, Fine-tuned=true2024.080.7660.4720.4910.576
scTabMethod Category=Ontology-Agnostic TFMs, Fine-tuned=true2024.080.7540.4920.5150.515
scGPTMethod Category=Ontology-Agnostic TFMs, Fine-tuned=true2024.080.7390.4070.4860.544
GeneformerMethod Category=Ontology-Agnostic TFMs, Fine-tuned=true2024.080.7360.4120.4680.539
Raw DataMethod Category=Non-TFM Methods2024.080.7330.4050.4810.54
HarmonyMethod Category=Non-TFM Methods2024.080.6490.3020.4360.462