A Comprehensive Framework for Validating Uncertainty Estimation in Semantic Segmentation

This work presents a comprehensive framework for systematically validating uncertainty estimation methods in semantic segmentation, addressing key pitfalls in current research and enabling a deeper understanding of the practical capabilities of uncertainty estimation.