ResearchBenchmarksHyperparameter Optimization on 108 hyperparameter tuning tasks (summary)Follow71Number of Best TasksHEBO-1.817.13654.9Dec 7, 2020Evaluation ResultsMethodMethodLinksNumber of Best TasksPercent Best TasksHEBO2020.127165.7TuRBO2020.121413PySOT2020.1276.5Skopt2020.1254.6Nevergrad (1+1)2020.1243.7BOHB-BB2020.1232.8Opentuner2020.1221.9Hyperopt2020.1210.9TuRBO+2020.1210.9