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Author

Tomás Vojír

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Preprint Sep 2026

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

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-distribution (ID) data; typically, these are defined or collected in an ad hoc fashion. Since no ground truth is perfect, ID-labeled datasets the...

Ruslan Rozumnyi, Matej Suchanek, Tomás Vojír et al. · 0 citations

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