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ResearchFormerly WizWand

Batch integration on OOD Donor Data (D_dn^2)

0.946ASWRaw Data
0.845120.871310.89750.92369Aug 22, 2024
Updated 8mo ago

Evaluation results

MethodLinks
Raw DataCategory=Non-TFM Methods2024.080.9460.7870.8670.460.623
scGPTCategory=Ontology-Agnostic TFMs2024.080.920.7630.8420.4770.623
GeneformerCategory=Ontology-Agnostic TFMs2024.080.9190.7680.8440.4820.627
scVICategory=Non-TFM Methods2024.080.9090.8370.8730.5020.65
UCECategory=Ontology-Agnostic TFMs2024.080.9070.5580.7330.5060.597
MGPCategory=Ontology-Agnostic TFMs2024.080.9060.8140.860.5180.655
MGP+SupCategory=Ontology-Agnostic TFMs2024.080.9030.8690.8860.570.696
SupCategory=Ontology-Agnostic TFMs2024.080.9020.8570.880.5730.696
HarmonyCategory=Non-TFM Methods2024.080.8910.6550.7730.4740.594
SeuratCategory=Non-TFM Methods2024.080.8760.7710.8240.4890.623
scCelloCategory=Ontology-Enhanced TFMs2024.080.8490.8020.8260.6430.716