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Table 2 Success rate over molecules on three test datasets

From: Substructure-based neural machine translation for retrosynthetic prediction

Datasets    
  Single Double All
Size    
  88,151 229,141 317,292
  9794 25,460 35,254
  9794 50,911 55,958
  74 73 74
Success rate    
Bi-LSTM    
  29.0% 27.9% 25.3%
  28.7% 10.5% 12.9%
  0.84 0.66 0.68
LSTM    
  22.9% 21.6% 19.4%
  29.7% 10.2% 12.5%
  0.82 0.62 0.64
  1. a Bioactively similar molecules
  2. b Average similarity