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Benchmarks
Selective Classification on Student Port
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92.76
AU-ARC
ε_loc
88.1736
89.3643
90.555
91.7457
Dec 17, 2025
AU-ARC
Updated 4d ago
Evaluation Results
Method
Method
Links
AU-ARC
ε_loc
2025.12
92.76
εloc
Metric Type=Robustness...
2025.12
92.76
epsilon_loc
Metric Type=Local Robu...
2025.12
92.76
hybrid approach
robustness_component=e...
2025.12
90.93
hybrid approach
robustness_component=e...
2025.12
90.67
Hybrid approach
Uncertainty Metric=ua,...
2025.12
90.39
Hybrid approach
Uncertainty Metric=ua,...
2025.12
89.95
ε_glob
2025.12
89.52
εglob
Metric Type=Robustness...
2025.12
89.52
epsilon_glob
Metric Type=Global Rob...
2025.12
89.52
u_m
Metric Type=Uncertainty
2025.12
88.98
Hybrid (u_e + ε_loc)
Gamma (γ)=0.95
2025.12
88.79
ua
Metric Type=Uncertainty
2025.12
88.78
Hybrid (u_e + ε_glob)
Gamma (γ)=0.96
2025.12
88.58
u_e
2025.12
88.35
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