Boosting Out-of-distribution Detection with Typical Features

Benchmark Model Rank Results
out-of-distribution-detection-on-imagenet-1k-10BATS (ResNet-50)AUROC: 92.27FPR95: 38.9
out-of-distribution-detection-on-imagenet-1k-12BATS (ResNet-50)FPR95: 27.11AUROC: 94.28
out-of-distribution-detection-on-imagenet-1k-3BATS (ResNet-50)AUROC: 97.67
out-of-distribution-detection-on-imagenet-1k-9BATS (ResNet-50)FPR95: 34.34AUROC: 91.83