ResearchBenchmarksOut-of-Distribution Detection on CIFAR100 ID MNIST OODOut-of-Distribution Detection on CIFAR100 ID MNIST OODFollow0.9821AUROCMDSEns0.751220.811160.87110.93104May 27, 2024Evaluation resultsMethodMethodLinksAUROCFPR95MDSEnsBackbone=ResNet18Backbone=ResNet182024.050.98210.0283NACBackbone=ResNet18Backbone=ResNet182024.050.93150.2197VIMBackbone=ResNet18Backbone=ResNet182024.050.81890.4832WeiPer+MSPBackbone=ResNet18Backbone=ResNet182024.050.79810.5231MSPBackbone=ResNet18Backbone=ResNet182024.050.76080.5723OpenMaxBackbone=ResNet18Backbone=ResNet182024.050.76010.5382