Offline Model-Based Optimization on LogP
16.790th Percentile Oracle ScoreGAGA
Evaluation results
| Method | Links | |
|---|---|---|
| GAGABudget=k=12024.02 | 16.7 | |
| BONETBudget=k=12024.02 | 10.8 | |
| AnnealBudget=k=12024.02 | 9.57 | |
| COMINBudget=k=12024.02 | 5.21 | |
| L-BFGSBudget=k=12024.02 | 4.96 | |
| ROMABudget=k=12024.02 | 0.93 | |
| CMA-ESBudget=k=12024.02 | -4.35 | |
| Grad.Budget=k=12024.02 | -5.47 | |
| TURBOBudget=k=12024.02 | -7.1 | |
| GABOBudget=k=12024.02 | -12.2 | |
| ExPTBudget=k=12024.02 | -16.7 | |
| TrajBOBudget=k=12024.02 | -24.3 | |
| ROMOBudget=k=12024.02 | -25.6 | |
| DDOMBudget=k=12024.02 | -37.4 | |
| BOBudget=k=12024.02 | -56.2 | |
| BootGenBudget=k=12024.02 | -116.8 |