Classification on ACSEmployment CT (test)
79.3AV.ACCXGB
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| XGBCategory=Baselines2026.02 | 79.3 | 58 | 35.4 | 76.8 | 5.2 | |
| SPECTRE+TOPN+WCECategory=w/o Demographics, Selection=TOPN, Loss=WCE2026.02 | 77.7 | 62.6 | 30.6 | 75.6 | 4.4 | |
| SPECTRE+WCECategory=w/o Demographics, Loss=WCE2026.02 | 77.5 | 61.7 | 31.4 | 75.6 | 3.8 | |
| SPECTRE+ACCCategory=w/o Demographics, Configuration=ACC2026.02 | 77.5 | 62.7 | 29.2 | 75.4 | 4.5 | |
| SPECTRE+WCE+T+ACategory=w/o Demographics, Loss=WCE, Augmentation=T+A2026.02 | 77.4 | 62.4 | 29.6 | 75.4 | 4.2 | |
| LRCategory=Baselines2026.02 | 77.3 | 41.2 | 46.6 | 75 | 4.9 | |
| SURECategory=w/o Demographics2026.02 | 77.2 | 55.8 | 37.4 | 74.7 | 5.1 | |
| ARLCategory=w/o Demographics2026.02 | 75.8 | 35 | 55.7 | 73 | 5.9 | |
| GDROCategory=S in train & val2026.02 | 74.2 | 54.1 | 37 | 71.2 | 6.3 | |
| MMPFCategory=S in train & val2026.02 | 72.5 | 45.6 | 40.5 | 69.3 | 6.7 | |
| MMPFrelCategory=S in train & val2026.02 | 71.4 | 44.1 | 41.5 | 68.2 | 6.7 | |
| BPFCategory=w/o Demographics2026.02 | 70.1 | 39.9 | 54.2 | 66.7 | 7.2 | |
| FairEnsCategory=w/o Demographics2026.02 | 53.9 | 39.9 | 39.9 | 50.4 | 7.3 | |
| RLMCategory=w/o Demographics2026.02 | 52.3 | 13.4 | 54.5 | 49.9 | 4.8 |