| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| S&P 500 log-return data July 2023 to February 2024 | Total Nonzero Loadings16 | 16 | 4mo ago | ||
| Pitprops | sklearn.decomposition.SparsePCA | FVE89.5 | 12 | 18d ago | |
| Breast cancer gene expression dataset p = 500, n = 89, r = 3 | Explained Variance Ratio (FVE)35.2 | 12 | 18d ago | ||
| Eisen 1 | Time0.003 | 12 | 2mo ago | ||
| riboflavin dataset | FVE47.8 | 6 | 18d ago | ||
| Reddit2000 | Algorithm 2 | Objective Value2,543.924 | 6 | 2mo ago | |
| Reddit1500 | Algorithm 2 | Objective Value1,200.663 | 6 | 2mo ago | |
| LymphomaCov | Algorithm 2 | Objective Function Value2,064.868 | 6 | 2mo ago | |
| CovColon | Algorithm 2 | Objective Value12,307.385 | 6 | 2mo ago | |
| Eisen2 | Algorithm 2 | Objective Value27.573 | 6 | 2mo ago | |
| News | Algorithm 2 | Objective Value7,367.672 | 6 | 2mo ago | |
| Crime dataset | SP-SPCA | Result at 10% Sparsity14 | 2 | 4mo ago |
