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1D Synthetic Regression research benchmarks · SOTA2 Research

1D Synthetic Regression

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Periodic synthetic regression

1.12Log-likelihood

11

May 12, 2026

2.92Log-likelihood

11

May 12, 2026

Matérn synthetic regression

1.04Log-likelihood

11

May 12, 2026

1.41Log-likelihood

11

May 12, 2026

Popular datasets

Matérn Sawtooth RBF Periodic synthetic regression

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