Sparse Principal Component Analysis
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
16Total Nonzero Loadings
16
Mar 17, 2026
89.5FVE
12
Jul 7, 2026
35.2Explained Variance Ratio (FVE)
12
Jul 7, 2026
0.003Time
12
May 19, 2026
47.8FVE
6
Jul 7, 2026
2,543.924Objective Value
6
May 19, 2026
1,200.663Objective Value
6
May 19, 2026
2,064.868Objective Function Value
6
May 19, 2026
12,307.385Objective Value
6
May 19, 2026
27.573Objective Value
6
May 19, 2026
7,367.672Objective Value
6
May 19, 2026
14Result at 10% Sparsity
2
Mar 17, 2026