ResearchBenchmarksUncertainty Quantification on ImageNetFollow0.813V-IDDNN-GLM0.487480.571990.65650.74101May 29, 2026Evaluation ResultsMethodMethodLinksV-IDV-OODMI-IDMI-OODLPPDTime (s)Memory UsageDNN-GLMBackbone=ResNet50Backbone=ResNet502026.050.8130.7960.8340.895-0.9612166.089LL-GLMBackbone=ResNet50Backbone=ResNet502026.050.8110.7730.850.918-0.9631014.818MCBackbone=ResNet50Backbone=ResNet502026.050.50.50.5120.534-0.965118.657