Employment Prediction on ACSEmployment MI (test)
79.5AV.ACCXGB
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| XGBDemographic Information Usage Protocol=Base-lines2026.02 | 79.5 | 65.6 | 18.3 | 77.6 | 3.8 | |
| SUREDemographic Information Usage Protocol=w/o Demographics2026.02 | 78.6 | 41.5 | 37.7 | 76.5 | 4.1 | |
| SPECTRE+WCE+T+ADemographic Information Usage Protocol=w/o Demographics2026.02 | 77.8 | 65.1 | 14.4 | 76.5 | 2.6 | |
| SPECTRE+ACCDemographic Information Usage Protocol=w/o Demographics2026.02 | 77.8 | 64.5 | 16.4 | 76.4 | 3 | |
| SPECTRE+WCEDemographic Information Usage Protocol=w/o Demographics2026.02 | 77.7 | 66.2 | 22.4 | 76.4 | 2.5 | |
| SPECTRE+TOPN+WCEDemographic Information Usage Protocol=w/o Demographics2026.02 | 77.7 | 66.1 | 14.3 | 76.4 | 2.7 | |
| LRDemographic Information Usage Protocol=Base-lines2026.02 | 77.5 | 61 | 17.8 | 75.7 | 3.7 | |
| ARLDemographic Information Usage Protocol=w/o Demographics2026.02 | 76 | 51.7 | 25.8 | 74.4 | 3.1 | |
| GDRODemographic Information Usage Protocol=S in train & val2026.02 | 74 | 49.1 | 29 | 72.6 | 3 | |
| MMPFDemographic Information Usage Protocol=S in train & val2026.02 | 73.5 | 34 | 40.8 | 71.7 | 3.6 | |
| BPFDemographic Information Usage Protocol=w/o Demographics2026.02 | 70.2 | 34.7 | 39.6 | 67.7 | 5.1 | |
| MMPFrelDemographic Information Usage Protocol=S in train & val2026.02 | 70.1 | 52.1 | 23.9 | 67.5 | 5.2 | |
| RLMDemographic Information Usage Protocol=w/o Demographics2026.02 | 50 | 38.5 | 26.4 | 48.5 | 3 | |
| FairEnsDemographic Information Usage Protocol=w/o Demographics2026.02 | 46.1 | 36 | 32.8 | 43.3 | 5.5 |