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Risk Minimization research benchmarks · SOTA2 Research

Risk Minimization

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Simulated Linear Regression N=10000, p=2000

-0.647Empirical Risk

10

May 15, 2026

Simulated Linear Regression N=10000, p=1000

-0.633Empirical Risk

10

May 15, 2026

Simulated Linear Regression N=30000, p=2000

-0.66Empirical Risk

5

May 15, 2026

Simulated Linear Regression (N=30000, p=1000)

-0.65Empirical Risk

5

May 15, 2026

Popular datasets

Simulated Linear Regression

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