Fairness Quantification on Adult
0Disparity GapBoxQTE
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| BoxQTEepsilon rate (r_e)=0, Attribute=age, Confidence threshold (kappa)=0.5, Time limit=600s2025.12 | 0 | — | 26.4 | |
| CegarQuant (node)epsilon rate (r_e)=0, Attribute=age, Confidence threshold (kappa)=0.5, Time limit=600s2025.12 | 0 | — | 49.8 | |
| BoxQTEepsilon rate (r_e)=0, Attribute=race, Confidence threshold (kappa)=0.5, Time limit=600s2025.12 | 0 | — | — | |
| CegarQuant (random)epsilon rate (r_e)=0, Attribute=race, Confidence threshold (kappa)=0.5, Time limit=600s2025.12 | 0 | — | — | |
| CegarQuant (node)epsilon rate (r_e)=0, Attribute=race, Confidence threshold (kappa)=0.5, Time limit=600s2025.12 | 0 | — | — | |
| CegarQuant (node+random)epsilon rate (r_e)=0, Attribute=race, Confidence threshold (kappa)=0.5, Time limit=600s2025.12 | 0 | — | — | |
| BoxQTEepsilon rate (r_e)=0.1, Attribute=age, Confidence threshold (kappa)=0.5, Time limit=600s2025.12 | 0 | — | 121.9 | |
| CegarQuant (random)epsilon rate (r_e)=0, Attribute=age, Confidence threshold (kappa)=0.5, Time limit=600s2025.12 | 0.39 | — | 600 | |
| CegarQuant (random)epsilon rate (r_e)=0.1, Attribute=age, Confidence threshold (kappa)=0.5, Time limit=600s2025.12 | 0.52 | — | 600 | |
| CegarQuant (node+random)epsilon rate (r_e)=0, Attribute=age, Confidence threshold (kappa)=0.5, Time limit=600s2025.12 | — | — | 600 |