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Benchmarks
Selective Classification on SPECT Heart
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95.12
AU-ARC
ua
55.8704
66.0602
76.25
86.4398
Dec 17, 2025
AU-ARC
Updated 4d ago
Evaluation Results
Method
Method
Links
AU-ARC
ua
Metric Type=Uncertainty
2025.12
95.12
Hybrid approach
Uncertainty Metric=ua,...
2025.12
95.12
Hybrid approach
Uncertainty Metric=ua,...
2025.12
95.11
u_m
Metric Type=Uncertainty
2025.12
94.58
hybrid approach
robustness_component=e...
2025.12
94.58
hybrid approach
robustness_component=e...
2025.12
94.57
u_e
2025.12
93.84
Hybrid (u_e + ε_glob)
Gamma (γ)=1
2025.12
93.84
Hybrid (u_e + ε_loc)
Gamma (γ)=1
2025.12
93.84
ε_loc
2025.12
89.15
εloc
Metric Type=Robustness...
2025.12
89.15
epsilon_loc
Metric Type=Local Robu...
2025.12
89.15
ε_glob
2025.12
57.38
εglob
Metric Type=Robustness...
2025.12
57.38
epsilon_glob
Metric Type=Global Rob...
2025.12
57.38
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