Figure shows the saliency map of the model with an input of benzoic acid. Overall, these maps make sense for the output. For instance, in , the saliency map has a very bright spot on the hydroxyl carbon (Carbon b), which matches the carbon it identifies where it is connected to the double bond with the Oxygen (h) and the ring. Also, in , the model successfully highlights the double bond between Carbon (b) and Oxygen (h). In , it accurately highlights Oxygen (i). However, there are also some less optimal cases. In ( ), , and ( ), the saliency map shows a very bright region in the bottom right corner where there is no atom, and in ( ), , and ( ), there is a large block region in the bottom right corner.