Cell Type Clustering on OOD Donor Data (D_d^an) (unseen donor) benchmark leaderboard · SOTA2 Research

Cell Type Clustering on OOD Donor Data (D_d^an) (unseen donor)

0.774NMIscCello

Evaluation Results

Method	Links
scCello2024.08		0.774	0.426	0.625	0.608
Sup2024.08		0.754	0.357	0.545	0.552
MGP+Sup2024.08		0.754	0.373	0.532	0.553
UCE2024.08		0.718	0.245	0.491	0.485
MGP2024.08		0.713	0.294	0.457	0.488
scVI2024.08		0.699	0.269	0.466	0.478
Seurat2024.08		0.691	0.294	0.413	0.466
Harmony2024.08		0.679	0.286	0.405	0.456
Geneformer2024.08		0.666	0.303	0.434	0.468
Raw Data2024.08		0.665	0.247	0.462	0.458
scGPT2024.08		0.656	0.259	0.452	0.456