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Main-effect function estimation research benchmarks · SOTA2 Research

Main-effect function estimation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

simple High dependence Synthetic

0.172ORMSE

3

Apr 23, 2026

simple Low dependence Synthetic

0.062ORMSE

3

Apr 23, 2026

simple Independent Synthetic

0.013ORMSE

3

Apr 23, 2026

branin High dependence Synthetic

0.732ORMSE

3

Apr 23, 2026

branin Low dependence Synthetic

0.434ORMSE

3

Apr 23, 2026

branin Independent Synthetic

0.105ORMSE

3

Apr 23, 2026

franke High dependence Synthetic

0.173ORMSE

3

Apr 23, 2026

franke Low dependence Synthetic

0.113ORMSE

3

Apr 23, 2026

franke Synthetic (Independent)

7.8ORMSE

3

Apr 23, 2026

Popular datasets

Branin Simple franke

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