Non-Parametric Outlier Synthesis

Benchmark Model Rank Results
out-of-distribution-detection-on-imagenet-1k-10NPOS#19AUROC: 88.80FPR95: 46.12
out-of-distribution-detection-on-imagenet-1k-12NPOS#8FPR95: 37.93AUROC: 91.22
out-of-distribution-detection-on-imagenet-1k-3NPOS#12AUROC: 96.19FPR95: 16.58
out-of-distribution-detection-on-imagenet-1k-8NPOS#12FPR95: 43.77AUROC: 90.44
out-of-distribution-detection-on-imagenet-1k-9NPOS#10FPR95: 45.27AUROC: 89.44