Employment Prediction on ACSEmployment state LA (test)
77.5AV.ACCXGB
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| XGBCategory=Base-lines, Demographic Awareness=Blind to demographics2026.02 | 77.5 | 46.6 | 46.5 | 74.6 | 6 | |
| SPECTRE+WCE+T+ACategory=w/o Demographics, Demographic Awareness=Blind to demographics2026.02 | 76 | 67.1 | 20 | 73.6 | 4.9 | |
| SPECTRE+ACCCategory=w/o Demographics, Demographic Awareness=Blind to demographics2026.02 | 76 | 66.1 | 21.9 | 73.6 | 5 | |
| SURECategory=w/o Demographics, Demographic Awareness=Blind to demographics2026.02 | 75.8 | 42.1 | 42.4 | 73 | 5.9 | |
| SPECTRE+TOPN+WCECategory=w/o Demographics, Demographic Awareness=Blind to demographics2026.02 | 75.5 | 67.3 | 24.7 | 73.5 | 4.3 | |
| LRCategory=Base-lines, Demographic Awareness=Blind to demographics2026.02 | 75.4 | 41.9 | 47.4 | 72.9 | 5.2 | |
| SPECTRE+WCECategory=w/o Demographics, Demographic Awareness=Blind to demographics2026.02 | 75.4 | 66.4 | 22 | 73.5 | 4 | |
| ARLCategory=w/o Demographics, Demographic Awareness=Blind to demographics2026.02 | 75.1 | 31.7 | 54.3 | 72.6 | 5.1 | |
| GDROCategory=S in train & val, Demographic Awareness=Sensitive groups provided2026.02 | 73.7 | 21 | 63.3 | 71.5 | 4.6 | |
| MMPFCategory=S in train & val, Demographic Awareness=Sensitive groups provided2026.02 | 72.8 | 31.3 | 56.6 | 70.6 | 4.5 | |
| MMPFrelCategory=S in train & val, Demographic Awareness=Sensitive groups provided2026.02 | 71.4 | 31.9 | 54.3 | 68.8 | 5.6 | |
| BPFCategory=w/o Demographics, Demographic Awareness=Blind to demographics2026.02 | 68.5 | 21.4 | 61.1 | 65.7 | 5.8 | |
| RLMCategory=w/o Demographics, Demographic Awareness=Blind to demographics2026.02 | 50.5 | 25.1 | 53.6 | 49.1 | 2.9 | |
| FairEnsCategory=w/o Demographics, Demographic Awareness=Blind to demographics2026.02 | 49.9 | 20.7 | 37.8 | 47.1 | 5.4 |