ReAct: Out-of-distribution Detection With Rectified Activations

Open paper
Benchmark Model Rank Results
out-of-distribution-detection-on-imagenet-1k-10ReAct (ResNet-50)#15AUROC: 91.53FPR95: 38.42
out-of-distribution-detection-on-imagenet-1k-3ReAct (ResNet-50)#18AUROC: 91.53FPR95: 42.40
out-of-distribution-detection-on-imagenet-1k-8ReAct (ResNet-50)#14FPR95: 47.69AUROC: 88.16
out-of-distribution-detection-on-imagenet-1k-9ReAct (ResNet-50)#15FPR95: 51.56AUROC: 86.64

Rank counts only results with a code link.