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Drug-Drug Interaction Prediction on DrugBank (transductive)
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99.35
AUC
MPNP-DDI
90.8324
93.0437
95.255
97.4663
Sep 18, 2025
AUC
AP
Precision
Recall
Updated 22d ago
Evaluation Results
Method
Method
Links
AUC
AP
Precision
Recall
MPNP-DDI
Setting=transductive
2025.09
99.35
99.02
97
97.82
SSI-DDI
Setting=transductive
2025.09
98.95
98.57
95.09
97.7
MR-GNN
Setting=transductive
2025.09
98.87
98.57
94.48
97.78
GMPNN-CS
Setting=transductive
2025.09
98.46
97.94
93.6
97.22
GMPNN-U
Setting=transductive
2025.09
98.32
97.77
93.19
97.07
GAT-DDI
Setting=transductive
2025.09
95.21
93.56
87.04
93.56
MHCADDI
Setting=transductive
2025.09
91.16
89.26
78.9
92.26
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