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. 2023 Jan 26;19(1):e1010812. doi: 10.1371/journal.pcbi.1010812

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