Before revision:  These models aim to learn binding mechanics through drug-target interaction datasets and use the learned knowledge while predicting the affinity of any protein-compound pair.
After revision:  These models aim to learn binding mechanics through drug-target interaction datasets and use the learned knowledge while predicting the affinity of an input protein-compound pair.