Table 2.

Comparison results on ZhangDDI dataset

Method	AUROC	AUPRC	F1
SSP-MLP	92.51 ± 0.15	88.51 ± 0.66	80.69 ± 0.81
Ens	95.20 ± 0.14	92.51 ± 0.15	85.41 ± 0.16
GCN	91.91 ± 0.62	88.73 ± 0.84	81.61 ± 0.39
GAT	91.49 ± 0.29	90.69 ± 0.10	80.93 ± 0.25
SEAL-C/AI	92.93 ± 0.19	92.82 ± 0.17	84.74 ± 0.17
NFP-GCN	93.22 ± 0.09	93.07 ± 0.46	85.29 ± 0.17
MIRACLE	98.95 ± 0.15	98.17 ± 0.06	93.20 ± 0.27
MFFGNN	99.06 ± 0.08	98.83 ± 0.16	97.97 ± 0.25