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Papers Benchmarks Datasets Tasks

Ridge Regression research benchmarks · SOTA2 Research

Ridge Regression

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Spiked covariance model N=500 synthetic

optimization-based λmin

1.15Median Out-of-Sample MSE

5

May 28, 2026

Spiked covariance model synthetic (N=100)

optimization-based λmin

1.15Median Out-of-Sample MSE

5

May 28, 2026

Spiked covariance model N=20 synthetic

optimization-based λmin

1.14Median Out-of-Sample MSE

5

May 28, 2026

Simulated data (test)

1.45Test MSE

3

Feb 26, 2026

Popular datasets

Spiked covariance model Simulated data

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