Regression on Power 10% outlier contamination (test)
4.19RMSEEM
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| EMFramework=Heteroscedastic SBL2026.05 | 4.19 | 51.4 | 91.1 | |
| HuberDescription=Robust baseline2026.05 | 4.2 | 100 | 91.1 | |
| MacKayFramework=Heteroscedastic SBL2026.05 | 4.2 | 2.9 | 87.1 | |
| l2-IRLSFramework=Heteroscedastic SBL2026.05 | 4.21 | 58 | 90.9 | |
| Student-tDescription=Robust baseline2026.05 | 4.25 | 100 | 92.9 | |
| l1-IRLSFramework=Heteroscedastic SBL2026.05 | 4.4 | 6.9 | 93.2 | |
| Grad. (Dual)Framework=Heteroscedastic SBL2026.05 | 4.55 | 8.6 | 38.5 | |
| Grad. (Primal)Framework=Heteroscedastic SBL2026.05 | 4.58 | 8.8 | 38.6 | |
| RidgeDescription=Standard baseline2026.05 | 4.83 | 97 | 100 | |
| GPDescription=Standard baseline2026.05 | 4.86 | 19.4 | 100 | |
| OLSDescription=Standard baseline2026.05 | 12.41 | 100 | 100 |