ResearchBenchmarksLasso path solving on TCGA BRCA Biological (500 × 20238)Lasso path solving on TCGA BRCA Biological (500 × 20238)Follow2,997.2Mean Wall-Clock Time (ms)SIMPLETES-2,969.93237,308.20977,586.35117,864.491Apr 21, 2026Evaluation resultsMethodMethodLinksMean Wall-Clock Time (ms)Speedup vs. glmnetSpeedup vs. sklearnSIMPLETESCorrectness check=per-...Correctness check=per-λ objective gap ≤ 10−62026.042,997.21.3450.77glmnetCorrectness check=per-...Correctness check=per-λ objective gap ≤ 10−62026.044,020.1——sklearnCorrectness check=per-...Correctness check=per-λ objective gap ≤ 10−62026.04152,175.5——