| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| Factor covariance structure synthetic | LADMM | Time (s)1.01 | 120 | 19d ago | |
| Non-elliptical signed log-normal (σ = 0.5) with contamination level ε = 0.1 (test) | Ours-Lepski | Covariance Error0.329 | 7 | 1mo ago | |
| Elliptical Gaussian (ε = 0.0) (synthetic) | Ours-MinUpper | Covariance Error0.33 | 7 | 1mo ago | |
| Elliptical Gaussian contamination level ε = 0.05 | Ours-Lepski | CovErr0.325 | 7 | 1mo ago | |
| Elliptical Student-t df=8 contamination level ε = 0.05 | Ours-MinUpper | Covariance Error0.352 | 7 | 1mo ago |
