Hyperparameter Optimization on JAHS-Bench FM (val)
4.709Validation ErrorPriorBand
Evaluation results
| Method | Links | |
|---|---|---|
| PriorBandBudget Horizon=5x, Prior Quality=Near Optimum2023.06 | 4.709 | |
| PriorBandBudget Horizon=1x, Prior Quality=Near Optimum2023.06 | 4.713 | |
| PriorBandBudget Horizon=12x, Prior Quality=Near Optimum2023.06 | 4.719 | |
| PriorBandBudget Horizon=5x, Prior Quality=Near Optimum2023.06 | 4.724 | |
| PriorBandBudget Horizon=5x, Prior Quality=Good2023.06 | 5.024 | |
| PriorBandBudget Horizon=12x, Prior Quality=Good2023.06 | 5.026 | |
| PriorBandBudget Horizon=5x, Prior Quality=Good2023.06 | 5.037 | |
| PriorBandBudget Horizon=1x, Prior Quality=Good2023.06 | 5.042 | |
| AsyncHBBudget Horizon=5x, Prior Quality=Good2023.06 | 5.126 | |
| ASHABudget Horizon=5x, Prior Quality=Near Optimum2023.06 | 5.127 | |
| ASHABudget Horizon=5x, Prior Quality=Good2023.06 | 5.127 | |
| ASHABudget Horizon=5x, Prior Quality=Bad2023.06 | 5.127 | |
| AsyncHBBudget Horizon=5x, Prior Quality=Near Optimum2023.06 | 5.134 | |
| AsyncHBBudget Horizon=5x, Prior Quality=Bad2023.06 | 5.175 | |
| PriorBandBudget Horizon=12x, Prior Quality=Bad2023.06 | 5.277 | |
| RSBudget Horizon=12x, Prior Quality=Near Optimum2023.06 | 5.282 | |
| HBBudget Horizon=12x, Prior Quality=Near Optimum2023.06 | 5.306 | |
| PriorBandBudget Horizon=5x, Prior Quality=Bad2023.06 | 5.333 | |
| RSBudget Horizon=5x, Prior Quality=Near Optimum2023.06 | 5.497 | |
| PriorBandBudget Horizon=1x, Prior Quality=Bad2023.06 | 5.715 | |
| HBBudget Horizon=5x, Prior Quality=Near Optimum2023.06 | 5.846 | |
| PriorBandBudget Horizon=5x, Prior Quality=Bad2023.06 | 5.962 | |
| AsyncHBBudget Horizon=1x, Prior Quality=Good2023.06 | 6.184 | |
| AsyncHBBudget Horizon=1x, Prior Quality=Bad2023.06 | 6.184 | |
| AsyncHBBudget Horizon=1x, Prior Quality=Near Optimum2023.06 | 6.245 | |
| ASHABudget Horizon=1x, Prior Quality=Near Optimum2023.06 | 6.627 | |
| ASHABudget Horizon=1x, Prior Quality=Good2023.06 | 6.627 | |
| ASHABudget Horizon=1x, Prior Quality=Bad2023.06 | 6.627 |