| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| Non-elliptical signed log-normal (σ = 0.5) with contamination level ε = 0.1 (test) | Ours-Lepski | Covariance Error0.329 | 7 | 4d ago | |
| Elliptical Gaussian (ε = 0.0) (synthetic) | Ours-MinUpper | Covariance Error0.33 | 7 | 4d ago | |
| Elliptical Gaussian contamination level ε = 0.05 | Ours-Lepski | CovErr0.325 | 7 | 4d ago | |
| Elliptical Student-t df=8 contamination level ε = 0.05 | Ours-MinUpper | Covariance Error0.352 | 7 | 4d ago |
