Figure shows the scatterplots that compare the predictions of formation energy and bulk modulus using the PNA convolutional layer with the bond length as edge feature and the radius cut-off set to 8.0 Å. A full comprehensive set of scatterplots for CGConv and PNAConv for all the values of the radius cut-off are provided in the Supplementary Material.