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ResearchFormerly WizWand

Out-of-Distribution Detection on MNIST vs KMNIST

99.8Mean Prediction Probability (MP)GEDL
59.198469.739280.2890.8208May 25, 2026
Updated 5mo ago

Evaluation results

MethodLinks
GEDL2026.0599.899.7
R-EDL2026.0598.6998.69
DUQ2026.0598.52—
I-EDL2026.0598.3498.33
EDL2026.0597.0296.31
PostN2026.0595.7594.59
MC Dropout2026.0594—
KL-PN2026.0592.9793.39
RKL-PN2026.0560.7653.76