Regression on ACSIncome (test)
0.332RMSEOracle ERM
Evaluation Results
| Method | Links | |
|---|---|---|
| Oracle ERMModel Selection=Oracle2024.06 | 0.332 | |
| MC-PseudolabelModel Selection=Oracle2024.06 | 0.411 | |
| MC-PseudolabelModel Selection=Worst2024.06 | 0.425 | |
| MC-PseudolabelModel Selection=ID2024.06 | 0.428 | |
| GroupDROModel Selection=Oracle2024.06 | 0.433 | |
| IB-IRMModel Selection=Oracle2024.06 | 0.438 | |
| GroupDROModel Selection=Worst2024.06 | 0.449 | |
| CLOVEModel Selection=Oracle2024.06 | 0.45 | |
| FishrModel Selection=Oracle2024.06 | 0.45 | |
| ERMModel Selection=Oracle2024.06 | 0.452 | |
| MIPModel Selection=Worst2024.06 | 0.454 | |
| MIPModel Selection=Oracle2024.06 | 0.454 | |
| CLOVEModel Selection=Worst2024.06 | 0.454 | |
| CLOVEModel Selection=ID2024.06 | 0.455 | |
| MRIModel Selection=Oracle2024.06 | 0.455 | |
| FishrModel Selection=Worst2024.06 | 0.455 | |
| MIPModel Selection=ID2024.06 | 0.457 | |
| MRIModel Selection=ID2024.06 | 0.458 | |
| MRIModel Selection=Worst2024.06 | 0.458 | |
| REXModel Selection=Oracle2024.06 | 0.458 | |
| FishrModel Selection=ID2024.06 | 0.458 | |
| IB-IRMModel Selection=ID2024.06 | 0.463 | |
| IB-IRMModel Selection=Worst2024.06 | 0.463 | |
| REXModel Selection=Worst2024.06 | 0.464 | |
| IRMModel Selection=Oracle2024.06 | 0.465 | |
| IRMModel Selection=ID2024.06 | 0.466 | |
| IRMModel Selection=Worst2024.06 | 0.466 | |
| REXModel Selection=ID2024.06 | 0.466 | |
| GroupDROModel Selection=ID2024.06 | 0.481 | |
| ERMModel Selection=ID2024.06 | 0.487 | |
| ERMModel Selection=Worst2024.06 | 0.487 | |
| IDGMModel Selection=ID2024.06 | 1.843 | |
| IDGMModel Selection=Worst2024.06 | 1.843 | |
| IDGMModel Selection=Oracle2024.06 | 1.843 |