Selective Classification on Student Port
92.76AU-ARCε_loc
Evaluation results
| Method | Links | |
|---|---|---|
| ε_loc2025.12 | 92.76 | |
| εlocMetric Type=Robustness (Local)2025.12 | 92.76 | |
| epsilon_locMetric Type=Local Robustness2025.12 | 92.76 | |
| hybrid approachrobustness_component=epsilon_loc, gamma=0.772025.12 | 90.93 | |
| hybrid approachrobustness_component=epsilon_glob, gamma=0.792025.12 | 90.67 | |
| Hybrid approachUncertainty Metric=ua, Robustness Metric=εglob, gamma=0.782025.12 | 90.39 | |
| Hybrid approachUncertainty Metric=ua, Robustness Metric=εloc, gamma=0.862025.12 | 89.95 | |
| ε_glob2025.12 | 89.52 | |
| εglobMetric Type=Robustness (Global)2025.12 | 89.52 | |
| epsilon_globMetric Type=Global Robustness2025.12 | 89.52 | |
| u_mMetric Type=Uncertainty2025.12 | 88.98 | |
| Hybrid (u_e + ε_loc)Gamma (γ)=0.952025.12 | 88.79 | |
| uaMetric Type=Uncertainty2025.12 | 88.78 | |
| Hybrid (u_e + ε_glob)Gamma (γ)=0.962025.12 | 88.58 | |
| u_e2025.12 | 88.35 |