Drug-Drug Interaction prediction on HetionetDDI benchmark leaderboard · SOTA2 Research

Drug-Drug Interaction prediction on HetionetDDI

0.9239AccuracyReAlignFit

Evaluation Results

Method	Links
ReAlignFit2025.02		0.9239	0.9717	0.9262	0.9548	0.9605
ReAlignFitGIN2025.02		0.9212	0.9295	0.9191	0.9304	0.9523
ReAlignFitGAT2025.02		0.9166	0.9456	0.9176	0.9197	0.9503
DSN-DDI2025.02		0.9125	0.9531	0.9159	0.8952	0.9466
CMRL2025.02		0.9125	0.9318	0.9153	0.9123	0.9524
ReAlignFitGCN2025.02		0.9116	0.9422	0.9155	0.9229	0.9521
CGIB2025.02		0.9108	0.9326	0.9135	0.9155	0.9489
SA-DDI2025.02		0.91	0.9589	0.9126	0.8839	0.9496
CIGIN2025.02		0.9087	0.9277	0.9033	0.8898	0.9462
ISE2025.02		0.9082	0.9436	0.9051	0.9301	0.9496
MMGNN2025.02		0.9067	0.9434	0.9075	0.9222	0.9528
MPNN2025.02		0.8873	0.9513	0.8952	0.8366	0.9321
SSI-DDI2025.02		0.8795	0.9383	0.8856	0.8428	0.916
GAT2025.02		0.8794	0.9435	0.8978	0.8352	0.9283
GCN2025.02		0.8762	0.9291	0.9007	0.8466	0.9126
GIN2025.02		0.8737	0.9301	0.8791	0.8405	0.9123
MIRACLE2025.02		0.8701	0.9288	0.8734	0.8391	0.9088