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ResearchFormerly WizWand

Misclassification Detection on DMNIST-LT (rho = 0.01)

88.76AUPRMoDEX
78.848881.421983.99586.5681May 25, 2026
Updated 5mo ago

Evaluation results

MethodLinks
MoDEXrho=0.012026.0588.76
MoDEXUQ Type=single-pass, Approach=non-EDL2026.0588.76
Re-EDLrho=0.012026.0587.81
EDLrho=0.012026.0587.03
R-EDLrho=0.012026.0586.74
DAEDLrho=0.012026.0586.47
I-EDLrho=0.012026.0586.25
F-EDLrho=0.012026.0586.2
DDUUQ Type=single-pass, Approach=non-EDL2026.0579.44
Density-SoftmaxUQ Type=single-pass, Approach=non-EDL2026.0579.23