Illustration of the functional form attained by the energy distance between two Gaussians as a function of the normalized difference between their means, x. For simplicity, the diagram shows the value x-dependent term in Eq. (3), illustrating that it is bounded from below by 1 and asymptotically approaches |x|. The additional term of the energy-distance-based metric imposes a constant offset to the curve presented in this figure.