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Goal-directed Molecule Generation on QM9

0.21Celecoxib Rediscovery RatePS-VAE
0.015520.066010.11650.16699Jun 29, 2021

Evaluation results

MethodLinks
PS-VAEVocabulary=Principal subgraphs2021.060.210.1520.1460.2140.4630.1980.0150.3810.2610.1120.6360.3730.0180.2050.3030.0330.08500.5450.393
F-VAE*Vocabulary=FREED2021.060.1290.1310.10.1780.2770.12200.1090.1940.0910.5540.290.010.1650.2110.00010.000100.4920.354
H-VAE*Vocabulary=HierVAE2021.060.1110.1240.1150.1670.3050.15700.2360.1950.0910.5410.3070.0070.1660.2580000.5060.34
GA2021.060.1060.110.0610.0950.2430.13400.0660.1850.0620.5560.4030.170.0610.16600.0300.5250.361
HierVAE2021.060.0590.1210.0590.1670.380.2340.0070.250.2290.0810.5610.3550.0110.1160.30.00010.000100.5120.351
JT-VAE2021.060.0560.070.0470.0990.3010.1700.1820.2260.0630.4080.2170.0040.1040.19200.000100.5050.341
MARS2021.060.0230.0850.0370.1040.3050.23300.190.1430.0850.5550.4430.0320.1450.2840.00140.000300.5130.362