
Modern OOD detectors are more sensitive to covariate shifts than semantic shifts, impacting their performance significantly.


coremsg

deciphering-modern-out-of-distribution-detection-algorithms-with-imagenet-ood-dataset


Deciphering Modern Out-of-Distribution Detection Algorithms with ImageNet-OOD Dataset



Modern OOD detectors are more sensitive to covariate shifts than semantic shifts, raising questions about their effectiveness.



ImageNet-OOD: Deciphering Modern Out-of-Distribution Detection Algorithms
