Cell type clustering on Curated Out-of-Distribution (OOD) (test) benchmark leaderboard · SOTA2 Research

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

0.772AvgBio (D^ct_1)UCE

Evaluation Results

Method	Links
UCE2024.08		0.772	0.741	0.598	0.67	0.485	0.506	0.629
scCello2024.08		0.769	0.786	0.612	0.705	0.608	0.643	0.687
Sup2024.08		0.767	0.775	0.605	0.68	0.552	0.573	0.659
scVI2024.08		0.76	0.725	0.577	0.634	0.478	0.502	0.613
scTab2024.08		0.759	0.726	0.515	0.657	—	—	—
MGP+Sup2024.08		0.758	0.764	0.61	0.672	0.553	0.57	0.655
Seurat2024.08		0.752	0.737	0.587	0.636	0.466	0.489	0.611
MGP2024.08		0.714	0.74	0.576	0.628	0.488	0.518	0.611
scGPT2024.08		0.707	0.72	0.544	0.627	0.456	0.477	0.589
Raw Data2024.08		0.703	0.629	0.54	0.631	0.458	0.46	0.57
Geneformer2024.08		0.689	0.668	0.539	0.597	0.468	0.482	0.574
Harmony2024.08		0.432	0.417	0.462	0.515	0.456	0.474	0.459