Explainable Ai, Counterfactual, Machine Learning.
an explanation is the first and foremost metric to be considered but as we have different domains with varying datasets and end-users, the usefulness and its definition vary. It is always a good way to conduct user studies to assess the usefulness but can we go a step further and try quantifying it