Batch Correction on DEEP 1 benchmark leaderboard · SOTA2 Research

Batch Correction on DEEP 1

0.3Connectivity ScoreSphering

Evaluation Results

Method	Links
Sphering2026.01		0.3	0.43	0.9	0.99	0	0.3	0.46	0.54	0.44	0.48
Seurat CCA2026.01		0.27	0.6	0.79	0.99	0	0.27	0.36	0.55	0.4	0.47
Baseline2026.01		0.27	0.57	0.8	0.99	0	0.23	0.37	0.55	0.4	0.46
Combat2026.01		0.27	0.58	0.8	0.99	0	0.24	0.37	0.55	0.4	0.46
Seurat RPCA2026.01		0.26	0.62	0.79	0.99	0	0.25	0.36	0.56	0.4	0.47
Harmony2026.01		0.26	0.62	0.8	0.99	0	0.23	0.37	0.56	0.4	0.47
fastMNN2026.01		0.26	0.6	0.78	0.99	0	0.24	0.35	0.55	0.4	0.46
SCVI2026.01		0.24	0.58	0.82	0.99	0	0.29	0.34	0.55	0.41	0.47
DESC2026.01		0.23	0.55	0.79	0.99	0	0.26	0.33	0.53	0.4	0.46
BALANS2026.01		0.2	0.61	0.89	1	0	0.32	0.39	0.57	0.43	0.49
Scanorama2026.01		0.19	0.56	0.8	1	0	0.34	0.33	0.52	0.42	0.46