| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| Swiss roll uniform sampling | Spearman Corr (row)99.3 | 24 | 17d ago | ||
| Dense tree (B=20, l=100, R^100, sigma=4.0) | UMAP | Trustworthiness0.989 | 12 | 17d ago | |
| Swiss hole | UMAP | Trustworthiness0.994 | 12 | 17d ago | |
| Sparse tree synthetic B=6, l=500 | Trustworthiness0.997 | 12 | 17d ago | ||
| Sphere | Spearman Correlation0.994 | 12 | 17d ago | ||
| Swiss Roll non-uniform sampling | Spearman Correlation1 | 12 | 17d ago | ||
| Sphere N=2,000, σ=0.05 | UMAP | Trustworthiness99.6 | 12 | 17d ago | |
| Sparse tree shortest-path | HeatGeo | Trustworthiness0.992 | 5 | 17d ago | |
| Swiss roll non-unif., analytic | EntroPath | Trustworthiness98.1 | 5 | 17d ago | |
| Dry Bean | SOM-OLP | (TW + CN)/298.65 | 5 | 3mo ago | |
| Rice Cammeo and Osmancik | SOM-OLP | (TW + CN)/299.11 | 5 | 3mo ago | |
| Image Segmentation | Composite Score ((TW + CN)/2)0.9877 | 5 | 3mo ago | ||
| Digits | (TW + CN)/297.68 | 5 | 3mo ago | ||
| Yeast | SOM-OLP | (TW + CN)/20.96 | 5 | 3mo ago | |
| Banknote Authentication | SOM-OLP | (TW + CN)/299.63 | 5 | 3mo ago | |
| Breast Cancer (WDBC) | SOM-OLP | (TW + CN)/20.9517 | 5 | 3mo ago | |
| Dermatology | Performance ((TW + CN)/2)96.16 | 5 | 3mo ago | ||
| Ionosphere | SOM-OLP | TW+CN Metric0.9151 | 5 | 3mo ago | |
| Ecoli | TW + CN / 2 Score96.94 | 5 | 3mo ago | ||
| Heart Disease | SOM-OLP | (TW + CN)/293.5 | 5 | 3mo ago | |
| Glass | (TW + CN)/20.9574 | 5 | 3mo ago | ||
| Seeds | SOM-OLP | TW + CN / 2 Score98.06 | 5 | 3mo ago | |
| Sonar | Combined TW+CN Score93.95 | 5 | 3mo ago | ||
| Wine | (TW + CN)/2 Score95.95 | 5 | 3mo ago | ||
| Iris | SOM-OLP | Average (TW + CN)0.9869 | 5 | 3mo ago |
