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Table 1 Metrics on the human blood dendritic cell dataset

From: SSBER: removing batch effect for single-cell RNA sequencing data

  Seurat Harmony SSBER LIGER
iLISI 1.5804 1.4912 1.4125 1.342
cLISI 1.3951 1.1733 1.1652 1.4322
ARI 0.707 0.7806 0.8496 0.6824
ASW_batch 0.064 0.037 0.031 0.059
ASW_celltype 0.186 0.336 0.395 0.168
Isolated label 0.387 0.416 0.623 0.327
Cell cycle 0.473 0.636 0.583 0.450
HVG 0.613   0.624  
  1. Bold represents the best indicator among four algorithms