ResearchBenchmarksUncertainty Estimation Alignment on HAM10000 100 expert re-annotated imagesUncertainty Estimation Alignment on HAM10000 100 expert re-annotated imagesFollow0.6906KappaUGDD-Net0.5966880.6210690.645450.669831May 10, 2026Evaluation resultsMethodMethodLinksKappaPearson CorrelationDice UncertaintyUGDD-Net2026.050.69060.529171.56UDELuncertainty_method=Tes...uncertainty_method=Test-Time Augmentation (TTA)2026.050.65340.487667.29U-Netuncertainty_method=Mon...uncertainty_method=Monte Carlo Dropout (MCD)2026.050.60030.434561.44