Before revision:  However, GNNs lack interpretability as they fail to capture the relative importance of various molecular substructures due to the absence of efficient intermediate pooling steps for sparse graphs .
After revision:  Unfortunately, GNNs often fail to capture the relative importance of various molecular substructures due to the absence of efficient intermediate pooling steps for sparse graphs .