Batch Correction on DEEP 2 low diversity batch setting benchmark leaderboard · SOTA2 Research

Batch Correction on DEEP 2 low diversity batch setting

0.29ConnectivitySphering

Evaluation Results

Method	Links
Sphering2026.01		0.29	0.44	0.89	0.98	0.03	0.31	0.46	0.54	0.44	0.49
Seurat RPCA2026.01		0.27	0.61	0.79	0.97	0.02	0.28	0.38	0.56	0.41	0.48
Seurat CCA2026.01		0.27	0.58	0.78	0.96	0.02	0.29	0.38	0.54	0.41	0.48
Harmony2026.01		0.26	0.6	0.8	0.97	0.02	0.26	0.39	0.55	0.41	0.48
Baseline2026.01		0.26	0.56	0.8	0.97	0.02	0.27	0.39	0.54	0.41	0.47
Combat2026.01		0.26	0.57	0.81	0.96	0.02	0.28	0.39	0.55	0.41	0.48
fastMNN2026.01		0.25	0.59	0.77	0.97	0.02	0.26	0.37	0.54	0.4	0.47
BALANS2026.01		0.24	0.63	0.87	1	0.03	0.35	0.41	0.58	0.45	0.51
Scanorama2026.01		0.22	0.53	0.81	0.99	0.02	0.36	0.34	0.52	0.43	0.47