<ul><li>Counterfactual explanations are the de facto standard for interpreting decisions of predictive models.</li><li>Existing approaches neglect the multiplicity of counterfactual paths.</li><li>The concept of explanatory multiverse is introduced to encompass all possible counterfactual journeys.</li><li>An all-in-one metric called opportunity potential is proposed to quantify the spatial properties of counterfactual trajectories.</li></ul>

Navigating Explanatory Multiverse Through Counterfactual Path Geometry

Discover more