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Papers Benchmarks Datasets Tasks

1D Regression research benchmarks – Page 2 · SOTA2 Research

1D Regression

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

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—Primary metric

0

Feb 26, 2026

Synthetic Lin x Sine

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—Primary metric

0

Feb 26, 2026

Synthetic Lin + Cos

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—Primary metric

0

Feb 26, 2026

Synthetic Linear

—

—Primary metric

0

Feb 26, 2026

Synthetic Gau Wave

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—Primary metric

0

Feb 26, 2026

—

—Primary metric

0

Feb 26, 2026

—

—Primary metric

0

Feb 26, 2026

Page 2 of 2

Popular datasets

Synthetic Synthetic 1D Regression GP-generated functions Sawtooth Chirp

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