Income Prediction on ACSIncome state MT (test)
77.8AV.ACCXGB
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| XGBMethod Category=Baselines2026.02 | 77.8 | 15.2 | 84.8 | 73.4 | 9.5 | |
| LRMethod Category=Baselines2026.02 | 76.5 | 51 | 49 | 72.1 | 9.6 | |
| SUREMethod Category=w/o Demographics2026.02 | 76.4 | 48.4 | 51.6 | 73.6 | 5.7 | |
| ARLMethod Category=w/o Demographics2026.02 | 76.2 | 60.6 | 39.4 | 71.4 | 10.2 | |
| GDROMethod Category=S in train & val2026.02 | 75.9 | 53.4 | 46.6 | 71.2 | 10.1 | |
| MMPFMethod Category=S in train & val2026.02 | 73.8 | 44.5 | 55.5 | 68.6 | 11.2 | |
| SPECTRE+WCEMethod Category=w/o Demographics2026.02 | 73 | 62.5 | 34.3 | 67.7 | 11.4 | |
| SPECTRE+TOPN+WCEMethod Category=w/o Demographics2026.02 | 73 | 62.5 | 34.6 | 67.7 | 11.4 | |
| SPECTRE+ACCMethod Category=w/o Demographics2026.02 | 72.9 | 62.5 | 34.4 | 67.7 | 11.3 | |
| SPECTRE+WCE+T+AMethod Category=w/o Demographics2026.02 | 72.8 | 62.3 | 37.7 | 67.2 | 11.9 | |
| MMPFrelMethod Category=S in train & val2026.02 | 72.7 | 57.1 | 42.9 | 66.7 | 12.9 | |
| BPFMethod Category=w/o Demographics2026.02 | 63.1 | 16.7 | 79.7 | 59.6 | 7.4 | |
| RLMMethod Category=w/o Demographics2026.02 | 54.2 | 7.9 | 87.1 | 52.6 | 3.6 | |
| FAIREnsMethod Category=w/o Demographics2026.02 | 51 | 32 | 53 | 46.3 | 9.3 |