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

0.772AvgBio (D^ct_1)

UCE

Updated 4d ago

Evaluation Results

Method	Links
UCE 2024.08		0.772	0.741	0.598	0.67	0.485	0.506	0.629
scCello 2024.08		0.769	0.786	0.612	0.705	0.608	0.643	0.687
Sup 2024.08		0.767	0.775	0.605	0.68	0.552	0.573	0.659
scVI 2024.08		0.76	0.725	0.577	0.634	0.478	0.502	0.613
scTab 2024.08		0.759	0.726	0.515	0.657	-	-	-
MGP+Sup 2024.08		0.758	0.764	0.61	0.672	0.553	0.57	0.655
Seurat 2024.08		0.752	0.737	0.587	0.636	0.466	0.489	0.611
MGP 2024.08		0.714	0.74	0.576	0.628	0.488	0.518	0.611
scGPT 2024.08		0.707	0.72	0.544	0.627	0.456	0.477	0.589
Raw Data 2024.08		0.703	0.629	0.54	0.631	0.458	0.46	0.57
Geneformer 2024.08		0.689	0.668	0.539	0.597	0.468	0.482	0.574
Harmony 2024.08		0.432	0.417	0.462	0.515	0.456	0.474	0.459