Offline Model-Based Optimization on TF-Bind-8
56.390th Percentile Oracle ScoreTrajBO
Evaluation results
| Method | Links | |
|---|---|---|
| TrajBOBudget=k=12024.02 | 56.3 | |
| BOBudget=k=12024.02 | 55.2 | |
| L-BFGSBudget=k=12024.02 | 54.7 | |
| GAGABudget=k=12024.02 | 54.6 | |
| COMINBudget=k=12024.02 | 50 | |
| ExPTBudget=k=12024.02 | 48 | |
| ROMABudget=k=12024.02 | 47.1 | |
| BDIBudget=k=12024.02 | 47.1 | |
| GABOBudget=k=12024.02 | 46.7 | |
| CMA-ESBudget=k=12024.02 | 44.8 | |
| AnnealBudget=k=12024.02 | 43.9 | |
| Grad.Budget=k=12024.02 | 42.9 | |
| BootGenBudget=k=12024.02 | 38.8 | |
| TURBOBudget=k=12024.02 | 38.6 | |
| ROMOBudget=k=12024.02 | 35.4 | |
| DDOMBudget=k=12024.02 | 34.6 | |
| BONETBudget=k=12024.02 | 32.4 |