Line graph of accuracy with batch effect in ‘balance’ setting. (A,B) Line graph of annotation accuracy and clustering accuracy as the variation of number of novel cell types respectively; (C,D) line graph of annotation accuracy and clustering accuracy as the variation of labeled ratio, respectively.