Single Layer Predictive Normalized Maximum Likelihood for Out-of-Distribution Detection

Benchmark Model Rank Results
out-of-distribution-detection-on-cifar-10-vs-2DenseNet-BC-100#1AUROC: 100
out-of-distribution-detection-on-cifar-10-vs-2ResNet-34#3AUROC: 99.8
out-of-distribution-detection-on-cifar-100-vs-8DenseNet-BC-100#2AUROC: 98.4
out-of-distribution-detection-on-cifar-100-vs-8ResNet-34#3AUROC: 97.9