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Table 3 Correlation results on Sample B, replicate 1 for different sequence lengths. A total of 907 genes are evaluated

From: Sequence-specific bias correction for RNA-seq data using recurrent neural networks

Sequences of 21bp length    
Method Pearson Spearman r 2
Raw normalized counts 0.8758 0.8598 0.7670
seqBias 0.8764 0.8655 0.7681
GRU(4-10-4) 0.8793 0.8664 0.7732
LSTM(4-10-4) 0.8775 0.8624 0.7700
Sequences of 41bp length    
Raw normalized counts 0.8758 0.8598 0.7670
seqBias 0.8770 0.8665 0.7692
GRU(4-10-4) 0.8795 0.8663 0.7735
LSTM(4-10-4) 0.8797 0.8689 0.7739
  1. The boldface numbers indicate the best performance in all comparisons