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Papers Benchmarks Datasets Tasks

HPOBench dataset and benchmarks · SOTA2 Research

Research Datasets

HPOBench

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Simple Regret Minimization

HPOBench XGB Step 60

025th Percentile Simple Regret

7

Simple Regret Minimization

HPOBench XGB Step 30

025th Percentile Simple Regret

7

AutoML Hyperparameter Optimization

HPOBench MLP

94.1Final Objective Value

5

AutoML Hyperparameter Optimization

HPOBench SVM

90.9Final Objective Value

5

Bayesian Optimization

HPOBench

3,300Computation Time (s)

5

Popular tasks

Simple Regret Minimization AutoML Hyperparameter Optimization Bayesian Optimization

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