arXiv cs.CV
· Papers
Low-cost concept-based localized explanations: How far can we get with training-free approaches?
arXiv:2606.29069v1 Announce Type: cross Abstract: Concept-based Explainable AI (C-XAI) seeks human-understandable explanations grounded in semantic concepts, yet validation is limited by the scarcity of fine-grained concept annotations. We evaluate whether mid-scale Multimodal Large Language Models (MLLMs) can perform