Fi-ImageNet-1k: An OOD Benchmark From the Inside of the ImageNet-1k Validation Set

Ruslan Rozumnyi, Matěj Suchánek, Tomáš Vojíř +2

Out-of-distribution (OOD) detection predicts whether a test image belongs to none of the predefined classes. To evaluate this task, benchmarks need images from outside the in-distr…