Understanding the Wasserstein Distance The Wasserstein distance (also known as Earth Mover Distance) is best explained by an example. Suppose P = (0.2, 0.1, 0.0, 0.0, 0.3, 0.4) and Q = (0.0, 0.5, 0.3, ...