Multi-objective Optimization on ZINC-250k (logP-TPSA)
2,589.04HypervolumeqPMHI (GA/BGNN)
Evaluation Results
| Method | Links | |
|---|---|---|
| qPMHI (GA/BGNN)Run=52025.12 | 2,589.04 | |
| qPMHI (GA/BGNN)Run=22025.12 | 2,550.96 | |
| qPMHI (GA/BGNN)Run=42025.12 | 2,427.67 | |
| qPMHI (GA/BGNN)Run=12025.12 | 2,349.8 | |
| JANUSRun=52025.12 | 2,302.93 | |
| qPMHI (GA/BGNN)Run=32025.12 | 2,282.03 | |
| Graph-GARun=22025.12 | 2,270.73 | |
| JANUSRun=12025.12 | 2,240.83 | |
| JANUSRun=22025.12 | 2,207.73 | |
| Graph-GARun=12025.12 | 2,198.67 | |
| Graph-GARun=42025.12 | 2,137.94 | |
| JANUSRun=42025.12 | 2,133.12 | |
| Graph-GARun=52025.12 | 2,132.93 | |
| JANUSRun=32025.12 | 2,115.02 | |
| qPMHI (VAE/GP)Run=52025.12 | 2,112.75 | |
| qPMHI (VAE/GP)Run=22025.12 | 2,109.19 | |
| VAE+BORun=22025.12 | 2,094.25 | |
| VAE+BORun=52025.12 | 2,089.06 | |
| Graph-GARun=32025.12 | 2,086.6 | |
| qPMHI (VAE/GP)Run=42025.12 | 1,998.18 | |
| VAE+BORun=42025.12 | 1,934.12 | |
| qPMHI (VAE/GP)Run=12025.12 | 1,893.88 | |
| qPMHI (VAE/GP)Run=32025.12 | 1,863.34 | |
| VAE+BORun=12025.12 | 1,796.12 | |
| VAE+BORun=32025.12 | 1,795.88 | |
| MolDQNRun=52025.12 | 1,784.74 | |
| MolDQNRun=42025.12 | 1,743.25 | |
| MolDQNRun=22025.12 | 1,720.63 | |
| MolDQNRun=12025.12 | 1,586.77 | |
| MolDQNRun=32025.12 | 1,554.53 |