HPOBench
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Simple Regret Minimization | HPOBench XGB Step 60 | 25th Percentile Simple Regret0 | 7 | |
| Simple Regret Minimization | HPOBench XGB Step 30 | 25th Percentile Simple Regret0 | 7 | |
| AutoML Hyperparameter Optimization | HPOBench MLP | Final Objective Value94.1 | 5 | |
| AutoML Hyperparameter Optimization | HPOBench SVM | Final Objective Value90.9 | 5 | |
| Bayesian Optimization | HPOBench | Computation Time (s)3,300 | 5 |
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