Batch integration on CellType Data OOD v1 benchmark leaderboard · SOTA2 Research

Batch integration on CellType Data OOD v1

0.934ASWRaw Data

Evaluation Results

Method	Links
Raw Data2024.08		0.934	0.94	0.937	0.703	0.797
Geneformer2024.08		0.915	0.907	0.911	0.689	0.778
Harmony2024.08		0.909	0.8	0.855	0.432	0.601
scTab2024.08		0.908	0.904	0.906	0.759	0.818
scGPT2024.08		0.903	0.913	0.908	0.707	0.787
MGP2024.08		0.894	0.903	0.899	0.714	0.788
MGP+Sup2024.08		0.885	0.946	0.916	0.758	0.821
Sup2024.08		0.879	0.944	0.912	0.767	0.825
scCello2024.08		0.877	0.911	0.894	0.769	0.819
scVI2024.08		0.875	0.959	0.917	0.76	0.823
UCE2024.08		0.867	0.947	0.907	0.772	0.826
Seurat2024.08		0.831	0.928	0.88	0.752	0.803