Rethinking Vacuity for OOD Detection in Evidential Deep Learning
概要
arXiv:2605.06382v1 Announce Type: new Abstract: Vacuity, or Uncertainty Mass (UM), is commonly used as a metric to evaluate Out-of-Distribution (OOD) detection in Evidential Deep Learning (EDL). It generally involves dividing the number of classes ($K$) by the total strength of belief ($S$) of the …
