Batch Correction on JUMP 3 1.0 (supplementary) benchmark leaderboard · SOTA2 Research

Batch Correction on JUMP 3 1.0 (supplementary)

0.81ConnectivitySeurat RPCA

Evaluation Results

Method	Links
Seurat RPCA2026.01		0.81	0.99	0.43	0.78	0.98	0.06	0.6	0.53	0.75	0.54	0.64
fastMNN2026.01		0.81	1	0.44	0.76	0.98	0.05	0.59	0.55	0.75	0.54	0.64
Seurat CCA2026.01		0.8	1	0.46	0.77	0.98	0.07	0.6	0.52	0.76	0.54	0.65
Harmony2026.01		0.79	0.99	0.4	0.74	0.98	0.06	0.6	0.55	0.73	0.55	0.64
Combat2026.01		0.78	0.99	0.41	0.84	0.98	0.06	0.56	0.53	0.76	0.53	0.65
Baseline2026.01		0.77	0.99	0.39	0.85	0.98	0.06	0.55	0.52	0.75	0.53	0.64
BALANS2026.01		0.76	1	0.48	0.81	0.98	0.09	0.63	0.59	0.76	0.57	0.67
Sphering2026.01		0.74	0.99	0.37	0.87	0.98	0.06	0.54	0.52	0.74	0.53	0.64
Scanorama2026.01		0.45	0.89	0.5	0.62	0.98	0.09	0.52	0.44	0.61	0.51	0.56