(2) The baseline (random manipulation) method sometimes "finds" directions that control molecular properties. As shown in Fig. , the molecules are well-clustered in the latent space with respect to structures that determine molecular properties . However, the largest range manipulation works worse possibly due to its strong assumption in determining the direction via the molecules with extreme properties (largest property and smallest property) in the dataset.