Next, we evaluate the continuity (or smoothness) of the latent spaces of the two generative models (VAE and MolMIM). The continuity analysis investigates how the molecules are clustered in the latent space. In a continuous space, small perturbations of latent vectors will lead to structurally similar molecules which in turn will enable efficient optimization.