Neuron Activation Coverage: Rethinking Out-of-distribution Detection and Generalization

Benchmark Model Rank Results
out-of-distribution-detection-on-imagenet-1k-10NAC-UE (ResNet-50)#3AUROC: 97.9
out-of-distribution-detection-on-imagenet-1k-11NAC-UE (ResNet-50)#5AUROC: 91.45
out-of-distribution-detection-on-imagenet-1k-3NAC-UE (ResNet-50)#10AUROC: 96.52