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Papers Benchmarks Datasets Tasks

Regression research benchmarks – Page 27 · SOTA2 Research

Regression

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Airfoil TabArena v0.1 (test)

1.029RMSE

10

Mar 5, 2026

Online News Popularity (test)

0.977MSE

10

Mar 4, 2026

Online News Popularity (train)

0.386MSE

10

Mar 4, 2026

Tabular Synthetic (test)

0.161Log-Likelihood

10

Feb 26, 2026

triazines (test)

0.013MSE

10

Feb 26, 2026

0.025MSE

10

Feb 26, 2026

0.023MSE

10

Feb 26, 2026

2.42RMSE

10

Feb 26, 2026

7.938MAE

10

Feb 26, 2026

1.473MAE

10

Feb 26, 2026

1.972MAE

10

Feb 26, 2026

1.524MAE

10

Feb 26, 2026

1.25MSE

10

Feb 26, 2026

Corrosion Dataset

0.66MSE

10

Feb 26, 2026

CSImage Dataset

0.14MSE

10

Feb 26, 2026

Nanotube Dataset

1.05MSE

10

Feb 26, 2026

-6MSE

10

Feb 26, 2026

Corrosion (test)

-3MSE

10

Feb 26, 2026

0MSE

10

Feb 26, 2026

Nanotube (test)

0MSE

10

Feb 26, 2026

Simulated DGP (n=600, d=10)

0.348MSE

10

Feb 26, 2026

Simulated DGP (n=600, d=1)

0.002MSE

10

Feb 26, 2026

Simulated DGP (n=400, d=7)

1.848MSE

10

Feb 26, 2026

Simulated DGP (n=400, d=1)

0.003MSE

10

Feb 26, 2026

Simulated DGP n=200, d=7

1.848MSE

10

Feb 26, 2026

Page 27 of 87

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