Classification on ACSIncome state AZ
81.6Avg AccXGB
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| XGBDemographic Information Accessibility=Baselines2026.02 | 81.6 | 41.2 | 55.5 | |
| LRDemographic Information Accessibility=Baselines2026.02 | 81.3 | 35.5 | 62.1 | |
| ARLDemographic Information Accessibility=Blind to demographics2026.02 | 81.1 | 37.6 | 60 | |
| SUREDemographic Information Accessibility=Blind to demographics2026.02 | 81.1 | 34.7 | 60.8 | |
| GDRODemographic Information Accessibility=S in train & val2026.02 | 79.7 | 45.3 | 51.3 | |
| BPFDemographic Information Accessibility=Blind to demographics2026.02 | 78.8 | 42.2 | 54.1 | |
| SPECTRE+WCE+T+ADemographic Information Accessibility=Blind to demographics2026.02 | 77.2 | 62.2 | 35.4 | |
| SPECTRE+ACCDemographic Information Accessibility=Blind to demographics2026.02 | 77.2 | 65.7 | 34.3 | |
| SPECTRE+WCEDemographic Information Accessibility=Blind to demographics2026.02 | 76.9 | 43.4 | 50 | |
| SPECTRE+TOPN+WCEDemographic Information Accessibility=Blind to demographics2026.02 | 76.9 | 51.4 | 45.1 | |
| MMPFDemographic Information Accessibility=S in train & val2026.02 | 75.9 | 27.8 | 68.2 | |
| MMPFrelDemographic Information Accessibility=S in train & val2026.02 | 75.4 | 31.1 | 65.5 | |
| RLMDemographic Information Accessibility=Blind to demographics2026.02 | 47.1 | 19.4 | 71.3 | |
| FairEnsDemographic Information Accessibility=Blind to demographics2026.02 | 46.5 | 8 | 62.2 |