Scaling for Training Time and Post-hoc Out-of-distribution Detection Enhancement

Benchmark Model Rank Results
out-of-distribution-detection-on-imagenet-1k-10SCALE (ResNet50)#5AUROC: 97.37FPR95: 12.93Latency, ms: 11.27
out-of-distribution-detection-on-imagenet-1k-12SCALE (ResNet50)#3FPR95: 20.05AUROC: 95.71
out-of-distribution-detection-on-imagenet-1k-3SCALE (ResNet50)#5AUROC: 98.17FPR95: 9.5Latency, ms: 11.27
out-of-distribution-detection-on-imagenet-1k-8SCALE (ResNet50)#4FPR95: 23.27AUROC: 95.02
out-of-distribution-detection-on-imagenet-1k-9SCALE (ResNet50)#4FPR95: 34.51AUROC: 92.26