Rethinking Out-of-distribution (OOD) Detection: Masked Image Modeling is All You Need

Benchmark Model Rank Results
out-of-distribution-detection-on-imagenet-1k-10MOOD#16AUROC: 91.3
out-of-distribution-detection-on-imagenet-1k-12MOOD#14AUROC: 89.1
out-of-distribution-detection-on-imagenet-1k-3MOOD#19AUROC: 86.9
out-of-distribution-detection-on-imagenet-1k-8MOOD#21AUROC: 89.8
out-of-distribution-detection-on-imagenet-1k-9MOOD#23AUROC: 88.5