Robustness Quantification on COMPAS
0Fairness GapBoxQTE
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| BoxQTEepsilon rate (r_e)=0.1, Confidence threshold (kappa)=0.5, Time limit=600s2025.12 | 0 | — | 39.8 | |
| CegarQuant (random)epsilon rate (r_e)=0.1, Confidence threshold (kappa)=0.5, Time limit=600s2025.12 | 0.18 | — | 600 | |
| CegarQuant (node)epsilon rate (r_e)=0.1, Confidence threshold (kappa)=0.5, Time limit=600s2025.12 | 0.19 | — | 16.4 | |
| CegarQuant (node+random)epsilon rate (r_e)=0.1, Confidence threshold (kappa)=0.5, Time limit=600s2025.12 | 0.19 | — | 600 |