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ResearchFormerly WizWand

Sparse Regression

Benchmarks

DatasetSOTA methodMetricTrendResultsLast updated

Simulated Sparse Regression Data

0.36SDPGap

25

Jun 5, 2026

0.01CPU Time

20

Feb 26, 2026

0.52CPU Time

20

Feb 26, 2026

0.02CPU Time

20

Feb 26, 2026

Pseudo-Huber Regression Gaussian noise, alpha=0, n=200, m=50, d=500 (simulation)

9.76Error

6

May 14, 2026

Simulated GWAS Low LD 50,000 SNPs, 25 significant SNPs (Sample size 100)

233.07Correct Identifications Count

3

Feb 26, 2026

Simulated GWAS Mixed LD 50,000 SNPs, 25 significant SNPs (Sample size 100)

242.03Correct Identifications

3

Feb 26, 2026

Simulated GWAS High LD 50,000 SNPs, 25 significant SNPs (Sample size 100)

251.52True Positives

3

Feb 26, 2026

Simulated GWAS Low LD 50,000 SNPs, 25 significant SNPs (Sample size 1000)

250.51True Positives Count

3

Feb 26, 2026

Simulated GWAS Mixed LD 50,000 SNPs, 25 significant SNPs (Sample size 1000)

25,000Correct Identification Rate

3

Feb 26, 2026

Simulated GWAS High LD 50,000 SNPs, 25 significant SNPs (Sample size 1000)

25,000True Positives Rate (TP Rate)

3

Feb 26, 2026