ResearchBenchmarksLasso Path Solving on Duke Breast Cancer Biological (44x7129)Lasso Path Solving on Duke Breast Cancer Biological (44x7129)Follow18.1Mean Wall-Clock Time (ms)SIMPLETES11.47656.188100.9145.612Apr 21, 2026Evaluation resultsMethodMethodLinksMean Wall-Clock Time (ms)Speedup vs. glmnetSpeedup vs. sklearnSIMPLETESCorrectness check=per-...Correctness check=per-λ objective gap ≤ 10−62026.0418.11.3810.16glmnetCorrectness check=per-...Correctness check=per-λ objective gap ≤ 10−62026.0424.9——sklearnCorrectness check=per-...Correctness check=per-λ objective gap ≤ 10−62026.04183.7——