Explanation Quality Rejection on Compas (AUROC)
0.99AUROCREX
Evaluation Results
| Method | Links | |
|---|---|---|
| REXSetting=Simulated, u% (low-quality threshold)=10%2025.07 | 0.99 | |
| PASTARejSetting=Simulated, u% (low-quality threshold)=10%2025.07 | 0.75 | |
| InstNovSetting=Simulated, u% (low-quality threshold)=10%2025.07 | 0.7 | |
| ExplNovSetting=Simulated, u% (low-quality threshold)=10%2025.07 | 0.69 | |
| PredAmbSetting=Simulated, u% (low-quality threshold)=10%2025.07 | 0.56 |