Batch integration on OOD Donor Data (D_dn^2) benchmark leaderboard · SOTA2 Research

Batch integration on OOD Donor Data (D_dn^2)

0.946ASWRaw Data

Evaluation Results

Method	Links
Raw Data2024.08		0.946	0.787	0.867	0.46	0.623
scGPT2024.08		0.92	0.763	0.842	0.477	0.623
Geneformer2024.08		0.919	0.768	0.844	0.482	0.627
scVI2024.08		0.909	0.837	0.873	0.502	0.65
UCE2024.08		0.907	0.558	0.733	0.506	0.597
MGP2024.08		0.906	0.814	0.86	0.518	0.655
MGP+Sup2024.08		0.903	0.869	0.886	0.57	0.696
Sup2024.08		0.902	0.857	0.88	0.573	0.696
Harmony2024.08		0.891	0.655	0.773	0.474	0.594
Seurat2024.08		0.876	0.771	0.824	0.489	0.623
scCello2024.08		0.849	0.802	0.826	0.643	0.716