Detecting Out-of-Distribution Examples with In-distribution Examples and Gram Matrices

Benchmark Model Rank Results
out-of-distribution-detection-on-cifar-10-vs-cifar-100ResNet + diagonal elements of Gram matrix#12AUROC: 79.7
out-of-distribution-detection-on-cifar-100-vs-cifar-10ResNet + diagonal elements of Gram matrix#10AUROC: 76.6
out-of-distribution-detection-on-cifar-100-vs-cifar-10DenseNet + diagonal elements of Gram matrix#11AUROC: 70.1