Shapley Interaction Index

New metric measures Vision-Language Model synergy

Researchers have introduced a new metric called Synergistic Faithfulness ($\mathcal{F}_{syn}$) to better evaluate the explainability of Vision-Language Models (VLMs). Current methods often fail because VLMs can answer v…