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

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

0.794NMIscCello

Evaluation Results

Method	Links
scCello2024.08		0.794	0.486	0.649	0.643
Sup2024.08		0.768	0.395	0.556	0.573
MGP+Sup2024.08		0.768	0.398	0.544	0.57
UCE2024.08		0.737	0.284	0.496	0.506
MGP2024.08		0.734	0.359	0.462	0.518
scVI2024.08		0.722	0.311	0.471	0.502
Seurat2024.08		0.711	0.335	0.42	0.489
Harmony2024.08		0.69	0.324	0.408	0.474
Geneformer2024.08		0.686	0.327	0.433	0.482
scGPT2024.08		0.677	0.298	0.456	0.477
Raw Data2024.08		0.665	0.251	0.462	0.46