LINe: Out-of-Distribution Detection by Leveraging Important Neurons

Benchmark Model Rank Results
out-of-distribution-detection-on-imagenet-1k-10LINe (ResNet-50)#11AUROC: 94.44FPR95: 22.54
out-of-distribution-detection-on-imagenet-1k-12LINe (ResNet-50)#4FPR95: 20.70AUROC: 95.03
out-of-distribution-detection-on-imagenet-1k-3LINe (ResNet-50)#9AUROC: 97.56FPR95: 12.26
out-of-distribution-detection-on-imagenet-1k-8LINe (ResNet50)#2FPR95: 19.48AUROC: 95.26
out-of-distribution-detection-on-imagenet-1k-9LINe (ResNet50)#2FPR95: 28.52AUROC: 92.85