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Papers Benchmarks Datasets Tasks

Regression research benchmarks – Page 81 · SOTA2 Research

Regression

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

UCI Boston (20 folds)

2.14Distortion

3

Feb 26, 2026

UCI Energy (20 folds)

0.28Distortion

3

Feb 26, 2026

UCI Concrete (20 folds)

5.13Distortion

3

Feb 26, 2026

UCI Wine (20 folds)

0.02Distortion

3

Feb 26, 2026

UCI Kin8nm (20 folds)

0.001Distortion

3

Feb 26, 2026

UCI Power (20 folds)

2.18Distortion

3

Feb 26, 2026

UCI Naval (20 folds)

0Distortion

3

Feb 26, 2026

UCI Protein (5 folds)

0.77Distortion

3

Feb 26, 2026

UCI Year (single-fold)

4.46Distortion

3

Feb 26, 2026

Diabetes scikit-learn bundled (test)

0.426R2

2

Jul 8, 2026

SparsePair-10D (test)

0.002RMSE

2

Jun 23, 2026

SparseAdd-20D (test)

0.003RMSE

2

Jun 23, 2026

Oscillator (test)

0.002RMSE

2

Jun 23, 2026

Franke 2D (test)

0.002RMSE

2

Jun 23, 2026

Friedman-2 4D (test)

0.077RMSE

2

Jun 23, 2026

Friedman-1 5D (test)

0.009RMSE

2

Jun 23, 2026

Nguyen-10 2D int (test)

0.001RMSE

2

Jun 23, 2026

Nguyen-9 2D add (test)

0RMSE

2

Jun 23, 2026

Nguyen-7 (test)

0.001RMSE

2

Jun 23, 2026

Nguyen-5 (test)

0RMSE

2

Jun 23, 2026

Nguyen-4 (test)

0.002RMSE

2

Jun 23, 2026

Nguyen-1 (test)

0.001RMSE

2

Jun 23, 2026

Complex f4 synthetic (test)

0.612Test RMSE

2

Jun 15, 2026

Phase f3 synthetic (test)

0.109Test RMSE

2

Jun 15, 2026

Special f2 synthetic (test)

0.536Test RMSE

2

Jun 15, 2026

Page 81 of 87

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