Batch integration on OOD Donor Data (D_dn^1) benchmark leaderboard · SOTA2 Research

Batch integration on OOD Donor Data (D_dn^1)

0.945ASWRaw Data

Evaluation Results

Method	Links
Raw Data2024.08		0.945	0.785	0.865	0.458	0.621
Geneformer2024.08		0.921	0.763	0.842	0.468	0.618
scGPT2024.08		0.92	0.757	0.839	0.456	0.609
scVI2024.08		0.914	0.831	0.872	0.478	0.636
MGP2024.08		0.91	0.824	0.867	0.488	0.64
MGP+Sup2024.08		0.91	0.888	0.899	0.553	0.691
Sup2024.08		0.909	0.877	0.893	0.552	0.688
UCE2024.08		0.904	0.665	0.784	0.485	0.605
Harmony2024.08		0.893	0.618	0.756	0.456	0.576
Seurat2024.08		0.875	0.759	0.817	0.466	0.606
scCello2024.08		0.845	0.805	0.825	0.608	0.695