Regression on Kin8nm 10% outlier contamination (test)
0.136RMSEEM
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| EMFramework=Heteroscedastic SBL2026.05 | 0.136 | 20.2 | 88.8 | |
| l2-IRLSFramework=Heteroscedastic SBL2026.05 | 0.136 | 23.2 | 88.6 | |
| MacKayFramework=Heteroscedastic SBL2026.05 | 0.137 | 18.2 | 82.5 | |
| HuberDescription=Robust baseline2026.05 | 0.14 | 100 | 92.1 | |
| l1-IRLSFramework=Heteroscedastic SBL2026.05 | 0.141 | 23.3 | 92.7 | |
| Student-tDescription=Robust baseline2026.05 | 0.144 | 100 | 95.5 | |
| Grad. (Primal)Framework=Heteroscedastic SBL2026.05 | 0.15 | 19.5 | 30.7 | |
| Grad. (Dual)Framework=Heteroscedastic SBL2026.05 | 0.15 | 19.1 | 30.6 | |
| RidgeDescription=Standard baseline2026.05 | 0.153 | 72.3 | 100 | |
| GPDescription=Standard baseline2026.05 | 0.156 | 97.1 | 100 | |
| OLSDescription=Standard baseline2026.05 | 0.171 | 100 | 100 |