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Papers Benchmarks Datasets Tasks

Online Hyperparameter Optimization research benchmarks · SOTA2 Research

Online Hyperparameter Optimization

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Pembroke Machine Learning Benchmark (PMLB) 184 classification tasks

90.1Mean Reward

11

Feb 26, 2026

20 Newsgroup (test)

0.626Accuracy (20% Stream)

2

Feb 26, 2026

Popular datasets

20 Newsgroup Pembroke Machine Learning Benchmark (PMLB)

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