ResearchBenchmarksOut-of-Distribution Detection on MNIST → FMNISTOut-of-Distribution Detection on MNIST → FMNISTFollow99.29Mean Performance (MP)R-EDL77.616483.243288.8794.4968May 25, 2026Evaluation resultsMethodMethodLinksMean Performance (MP)Uncertainty Metric (UM)R-EDL2026.0599.2999.29I-EDL2026.0598.8998.86GEDL2026.0598.5498.99KL-PN2026.0598.4498.16EDL2026.0598.1198.08DUQ2026.0597.92—PostN2026.0597.7897.24MC Dropout2026.0596.56—RKL-PN2026.0578.4572.18