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LASSO-DNA dataset and benchmarks · SOTA2 Research

Research Datasets

LASSO-DNA

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Black-box Optimization

Lasso-DNA

0.291Objective Value

8

Hyperparameter Optimization

LASSO-DNA frozen noise

0.1Total Proposal Time (s)

8

Hyperparameter Optimization

LASSO-DNA natural noise

0.1Total Proposal Time (s)

8

High-Dimensional Bayesian Optimization

Lasso-DNA d = 180

1Rank

5

Bayesian Optimization

Lasso-DNA D = 180

0.286Objective Value

3

Popular tasks

Hyperparameter Optimization Black-box Optimization Bayesian Optimization High-Dimensional Bayesian Optimization

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