Classification on ACSIncome state RI (test)
79.2Avg AccuracyXGB
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| XGBCategory=Baselines, Demographic availability=Blind2026.02 | 79.2 | 55.2 | 44.8 | |
| LRCategory=Baselines, Demographic availability=Blind2026.02 | 78.7 | 57 | 43 | |
| ARLCategory=w/o Demographics, Demographic availability=Blind2026.02 | 78.6 | 50.5 | 49.5 | |
| GDROCategory=S in train & val, Demographic availability=In train & val2026.02 | 78.2 | 65.1 | 34.9 | |
| MMPFCategory=S in train & val, Demographic availability=In train & val2026.02 | 77.4 | 64.2 | 34.8 | |
| MMPFrelCategory=S in train & val, Demographic availability=In train & val2026.02 | 76.7 | 63.8 | 35.1 | |
| SPECTRE+WCE+T+ACategory=w/o Demographics, Demographic availability=Blind2026.02 | 76.5 | 66.6 | 33.4 | |
| SURECategory=w/o Demographics, Demographic availability=Blind2026.02 | 75.9 | 44.8 | 55.2 | |
| SPECTRE+ACCCategory=w/o Demographics, Demographic availability=Blind2026.02 | 75.4 | 63.4 | 36.6 | |
| SPECTRE+TOPN+WCECategory=w/o Demographics, Demographic availability=Blind2026.02 | 74.9 | 66.8 | 33.2 | |
| SPECTRE+WCECategory=w/o Demographics, Demographic availability=Blind2026.02 | 73.8 | 65.3 | 34.7 | |
| BPFCategory=w/o Demographics, Demographic availability=Blind2026.02 | 71.4 | 35.9 | 61.8 | |
| RLMCategory=w/o Demographics, Demographic availability=Blind2026.02 | 53.3 | 14.7 | 82 | |
| FairEnsCategory=w/o Demographics, Demographic availability=Blind2026.02 | 50.1 | 18.6 | 76.4 |