| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| Non-elliptical Laplace coordinates contamination level ε = 0.05 (test) | Ours-MinUpper | Covariance Error0.347 | 7 | 4d ago | |
| Non-elliptical signed log-normal sigma=0.5, epsilon=0.05 (test) | Ours-MinUpper | Covariance Error0.317 | 7 | 4d ago | |
| Elliptical Student-t contamination level ε = 0.1 df=8 | Ours-MinUpper | Covariance Error0.346 | 7 | 4d ago | |
| Elliptical Student-t df=8 epsilon = 0.0 | CovErr0.379 | 7 | 4d ago | ||
| Non-elliptical Laplace coordinates ε = 0.0 | Ours-MinUpper | Covariance Error0.343 | 7 | 4d ago | |
| Elliptical Gaussian ε = 0.1 | Ours-Lepski | Covariance Error0.303 | 7 | 4d ago | |
| Non-elliptical Laplace coordinates contamination level ε = 0.1 | Ours-MinUpper | Covariance Error33.7 | 7 | 4d ago | |
| Non-elliptical signed log-normal (sigma = 0.5) epsilon = 0.0 | Ours-MinUpper | Covariance Error30.5 | 7 | 4d ago |
