A relation network (RN) is a neural network with a structure integrated for relational reasoning.
both of them are weak to capture the long-distance dependency information, facts prove that proposed relation layer succeeds in alleviating the deficiencies of the two by integrating CNNs with bidirectional RNNs subtly.