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Multivariate Regression research benchmarks · SOTA2 Research

Multivariate Regression

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

ILC1 30% (test)

0.2Mean Error

21

Apr 23, 2026

98.9Coverage

8

Mar 19, 2026

99.8Coverage

8

Mar 19, 2026

0.033MSE

6

May 26, 2026

0.03MSE

6

May 26, 2026

1.34MSE

6

Feb 26, 2026

Gau. Transformed synthetic (test)

99Coverage

4

Mar 19, 2026

Gau. Fixed synthetic (test)

99Coverage

4

Mar 19, 2026

Exp. Transformed synthetic (test)

99.1Coverage

4

Mar 19, 2026

Exp. Fixed synthetic (test)

98.9Coverage

4

Mar 19, 2026

90.4Coverage

4

Mar 19, 2026

91Coverage (%)

4

Mar 19, 2026

90.1Coverage

4

Mar 19, 2026

Gau. Transformed

9.05Normalized Volume

4

Mar 19, 2026

10.89Normalized Volume

4

Mar 19, 2026

Exp. Transformed

18.52Normalized Volume

4

Mar 19, 2026

11.98Normalized Volume

4

Mar 19, 2026

Gau. Transformed (test)

90Coverage

4

Mar 19, 2026

Gau. Fixed (test)

90Coverage

4

Mar 19, 2026

Exp. Transformed (test)

90Coverage

4

Mar 19, 2026

Exp. Fixed (test)

89.8Coverage

4

Mar 19, 2026

3.48Normalized Volume

4

Mar 19, 2026

3.45Normalized Volume

4

Mar 19, 2026

2.71Normalized Volume

4

Mar 19, 2026

61Normalized Volume

4

Mar 19, 2026

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