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Benchmarks
Misclassification Detection on DMNIST-LT (rho = 0.01)
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88.76
AUPR
MoDEX
78.8488
81.4219
83.995
86.5681
May 25, 2026
AUPR
Updated 8d ago
Evaluation Results
Method
Method
Links
AUPR
MoDEX
rho=0.01
2026.05
88.76
MoDEX
UQ Type=single-pass, A...
2026.05
88.76
Re-EDL
rho=0.01
2026.05
87.81
EDL
rho=0.01
2026.05
87.03
R-EDL
rho=0.01
2026.05
86.74
DAEDL
rho=0.01
2026.05
86.47
I-EDL
rho=0.01
2026.05
86.25
F-EDL
rho=0.01
2026.05
86.2
DDU
UQ Type=single-pass, A...
2026.05
79.44
Density-Softmax
UQ Type=single-pass, A...
2026.05
79.23
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