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Table 5 Results of reconstruction accuracy

From: Generative model based on junction tree variational autoencoder for HOMO value prediction and molecular optimization

Train

Test

Acc (%)

Chemical validity (%)

KL

MIX

QM9

83.1

100

True

QM9

QM9

81.9

100

True

QM9

QM9

79.4

100

False

MIX

QM9

81

100

False

ZINC

ZINC

75

100

True