Table 1. Comparison results in % of the proposed DGNN-DDI and baselines on the dataset.
ACC | AUC | F1 | Prec | Rec | AUPR | |
---|---|---|---|---|---|---|
GAT-DDI | 0.7894 | 0.8653 | 0.8045 | 0.7676 | 0.8682 | 0.8398 |
GMPNN-CS | 0.9485 | 0.9834 | 0.9495 | 0.9346 | 0.9725 | 0.9785 |
SA-DDI | 0.9565 | 0.9868 | 0.9573 | 0.9472 | 0.9746 | 0.9834 |
SSI-DDI | 0.8965 | 0.9541 | 0.8993 | 0.8763 | 0.9321 | 0.9420 |
DGNN-DDI | 0.9609 | 0.9894 | 0.9616 | 0.9472 | 0.9788 | 0.9863 |