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Table 1 Proportion of valid and unique molecules

From: Predicting chemical structure using reinforcement learning with a stack-augmented conditional variational autoencoder

 

% of valid SMILES

% of valid and unique SMILES

% of valid and unique SMILES not in training data

Stack-CVAE (%)

98.1

81.1

81.1

CVAE (%)

98.1

39.9

39.9

SSVAE (%)

98.8

16.6

16.6

Stack-RNN (%)

100

1.5

1.2

cRNN (%)

99.7

25.2

25.2