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ResearchFormerly WizWand

Cell type clustering on Curated Out-of-Distribution (OOD) (test)

0.772AvgBio (D^ct_1)UCE
0.41840.51020.6020.6938Aug 22, 2024
Updated 8mo ago

Evaluation results

MethodLinks
UCEmode=Zero-shot2024.080.7720.7410.5980.670.4850.5060.629
scCellomode=Zero-shot2024.080.7690.7860.6120.7050.6080.6430.687
Supmode=Zero-shot2024.080.7670.7750.6050.680.5520.5730.659
scVImode=Zero-shot2024.080.760.7250.5770.6340.4780.5020.613
scTabmode=Zero-shot2024.080.7590.7260.5150.657———
MGP+Supmode=Zero-shot2024.080.7580.7640.610.6720.5530.570.655
Seuratmode=Zero-shot2024.080.7520.7370.5870.6360.4660.4890.611
MGPmode=Zero-shot2024.080.7140.740.5760.6280.4880.5180.611
scGPTmode=Zero-shot2024.080.7070.720.5440.6270.4560.4770.589
Raw Datamode=Zero-shot2024.080.7030.6290.540.6310.4580.460.57
Geneformermode=Zero-shot2024.080.6890.6680.5390.5970.4680.4820.574
Harmonymode=Zero-shot2024.080.4320.4170.4620.5150.4560.4740.459