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insikt - OOD Detection Algorithms
Deciphering Modern Out-of-Distribution Detection Algorithms with ImageNet-OOD Dataset
Modern OOD detectors are more sensitive to covariate shifts than semantic shifts, impacting their performance significantly.
ImageNet-OOD: Deciphering Modern Out-of-Distribution Detection Algorithms
Modern OOD detectors are more sensitive to covariate shifts than semantic shifts, raising questions about their effectiveness.
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