Fréchet ChemNet Distance (FCD) : calculated using activations of the penultimate layer of a deep neural network, ChemNet, trained to predict biological activities of drugs. These activations are calculated for canonical SMILES representations and capture both chemical and biological properties of the molecules. The lower FCD the better, and it cannot be negative.