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Drug-Drug Interaction Prediction on DrugBank both-unseen
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58.12
Accuracy
AIM-DDI
42
46.185
50.37
54.555
May 14, 2026
Accuracy
AUC
AUPR
F1 Score
Precision
Recall
Updated 19d ago
Evaluation Results
Method
Method
Links
Accuracy
AUC
AUPR
F1 Score
Precision
Recall
AIM-DDI
Base Model=GIL-DDI
2026.05
58.12
93.89
48.01
33.53
46.43
32.09
AIM-DDI
Base Model=MKG-FENN
2026.05
57.02
96.06
50.85
32.67
40.32
30.15
GIL-DDI
Configuration=Baseline
2026.05
54.49
90.81
48.36
28.06
38.97
24.92
AIM-DDI
Base Model=DDIMDL
2026.05
47.88
95.03
44.17
22.93
27.24
22.19
MKG-FENN
Configuration=Baseline
2026.05
46.23
91.36
42.53
21.75
27.35
21.22
DDIMDL
Configuration=Baseline
2026.05
42.62
95.03
38.24
13.81
23.16
11.93
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