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Regression research benchmarks – Page 46 · SOTA2 Research

Regression

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

0.475R^2

7

Mar 13, 2026

0.58R^2

7

Mar 13, 2026

0.69R^2

7

Mar 13, 2026

emg2pose (Stage)

13.85AE (°)

7

Mar 10, 2026

emg2pose (User)

11.54AE (°)

7

Mar 10, 2026

emg2pose (User-Stage)

14.58AE (°)

7

Mar 10, 2026

90Marginal Coverage

7

Mar 10, 2026

90Marginal Coverage

7

Mar 10, 2026

0.9Marginal Coverage

7

Mar 10, 2026

90Marginal Coverage

7

Mar 10, 2026

91Marginal Coverage

7

Mar 10, 2026

winewhite (test)

91Marginal Coverage

7

Mar 10, 2026

WEC outliers (test)

86Mean Outlier Coverage

7

Mar 10, 2026

protein 45730 outliers (test)

90Mean Outlier Coverage

7

Mar 10, 2026

homes 21613 (test outliers)

92Mean Outlier Coverage

7

Mar 10, 2026

superconductivity outliers (test)

92Mean Outlier Coverage

7

Mar 10, 2026

MEPS outliers 19 (test)

92Mean Outlier Coverage

7

Mar 10, 2026

electric 10000 (test outliers)

91Mean Outlier Coverage

7

Mar 10, 2026

cycle outliers (test)

91Mean Outlier Coverage

7

Mar 10, 2026

winered outliers (test)

91Mean Outlier Coverage

7

Mar 10, 2026

star 2161 (test outliers)

88Mean Outlier Coverage

7

Mar 10, 2026

winewhite 1599 (test outliers)

90Mean Outlier Coverage

7

Mar 10, 2026

airfoil (1503) (test outliers)

91Mean Outlier Coverage

7

Mar 10, 2026

13.53SMIS

7

Mar 10, 2026

14.74SMIS

7

Mar 10, 2026

Page 46 of 87

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