From Confusion to Clarity: ProtoScore -- A Framework for Evaluating Prototype-Based XAI

Helena Monke, Benjamin Sae-Chew, Benjamin Fresz +1

The complexity and opacity of neural networks (NNs) pose significant challenges, particularly in high-stakes fields such as healthcare, finance, and law, where understanding decisi…