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

Drug-Drug Interaction prediction on ZhangDDI

89.43AccuracyReAlignFit

Evaluation Results

Method	Links
ReAlignFit2025.02		89.43	95.68	90.88	87.68	93.36
ISE2025.02		88.45	94.25	88.65	85.32	91.62
ReAlignFitGAT2025.02		88.35	94.22	90.41	86.92	91.76
ReAlignFitGCN2025.02		87.62	95.69	90.34	87.54	92.81
DSN-DDI2025.02		86.65	91.13	87.86	84.33	86.42
CGIB2025.02		86.36	93.78	87.24	83.91	91.88
CMRL2025.02		86.32	93.73	87.68	84.01	91.56
GIN2025.02		85.59	93.16	85.07	79.82	92.11
CIGIN2025.02		85.54	93.28	84.36	80.23	91.89
SSI-DDI2025.02		85.35	93.14	81.96	78.97	92.09
MMGNN2025.02		85.33	93.23	86.45	84.36	90.89
ReAlignFitGIN2025.02		85.23	94.35	89.34	86.89	90.67
MIRACLE2025.02		84.9	93.05	83.94	77.81	91.25
MPNN2025.02		84.56	92.34	83.32	78.15	91.46
GAT2025.02		84.14	92.1	83.42	78.45	91.21
GCN2025.02		83.31	91.64	82.91	77.67	91.33
SA-DDI2025.02		77.31	50.26	45.06	52.54	29.97
DisTrans2026.05		59.74	58.92	—	—	70.52
DisTrans2026.05		55.26	52.22	—	—	66.78
IGIB-ISE2026.05		54.34	52.69	—	—	63.28
CausalGIB2026.05		52.32	51.02	—	—	62.51
CGIB2026.05		52.31	53.56	—	—	60.82
SSI-DDI2026.05		52.03	53.15	—	—	53.33
CMRL2026.05		51.59	50.55	—	—	55.41
GINE2026.05		51.25	52.72	—	—	51.37
CIGIN2026.05		51.22	50.58	—	—	51.46
DSN-DDI2026.05		51.07	51.08	—	—	54.47
MPNN2026.05		50.94	49.87	—	—	48.53
MMGNN2026.05		50.37	52.45	—	—	61.33
Meta-MolNet2026.05		50.36	52.56	—	—	65.21
GAT2026.05		50.06	52.92	—	—	50.61
GCN2026.05		49.91	45.91	—	—	49.37
DisTrans2026.05		49.66	50.12	—	—	66.35
BIT2026.05		49.63	51.16	—	—	64.95
MIRACLE2026.05		49.28	49.75	—	—	53.84
SA-DDI2026.05		36.84	31.18	—	—	37.65