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Benchmarks
Misclassification Detection on CIFAR-10-LT (ρ = 0.1)
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97.6
AUPR (Confidence)
F-EDL
89.5088
91.6094
93.71
95.8106
Oct 21, 2025
AUPR (Confidence)
Updated 4d ago
Evaluation Results
Method
Method
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AUPR (Confidence)
F-EDL
Backbone=VGG-16
2025.10
97.6
I-EDL
Backbone=VGG-16
2025.10
97.31
EDL
Backbone=VGG-16
2025.10
95.36
DAEDL
Backbone=VGG-16
2025.10
95.22
R-EDL
Backbone=VGG-16
2025.10
94.35
Dropout
Backbone=VGG-16
2025.10
89.82
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