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Table 3 Metrics on the human pancreas dataset

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

  Seurat Harmony SSBER LIGER
iLISI 1.878475 1.864391 1.46051 1.8448
cLISI 1.2320 1.3623 1.0169 1.2632
ARI 0.6649 0.5393 0.8599 0.5839
ASW_batch 0.026 0.015 0.032 0.018
ASW_celltype 0.523 0.404 0.786 0.518
Isolated label 0.738 0.702 0.921 0.673
Cell cycle 0.606 0.681 0.703 0.583
HVG 0.702   0.747  
  1. Bold represents the best indicator among four algorithms