Batch integration on CellType Data OOD v2 benchmark leaderboard · SOTA2 Research

Batch integration on CellType Data OOD v2

0.939ASWRaw Data

Evaluation Results

Method	Links
Raw Data2024.08		0.939	0.895	0.917	0.629	0.744
MGP2024.08		0.925	0.58	0.753	0.74	0.745
Geneformer2024.08		0.915	0.917	0.916	0.668	0.767
scTab2024.08		0.91	0.905	0.908	0.726	0.799
Harmony2024.08		0.898	0.817	0.858	0.417	0.593
scGPT2024.08		0.896	0.927	0.912	0.72	0.797
MGP+Sup2024.08		0.885	0.925	0.905	0.764	0.82
scVI2024.08		0.88	0.952	0.916	0.725	0.801
Sup2024.08		0.879	0.914	0.897	0.775	0.824
scCello2024.08		0.858	0.884	0.871	0.786	0.82
UCE2024.08		0.854	0.946	0.9	0.741	0.805
Seurat2024.08		0.844	0.932	0.888	0.737	0.797