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SOTA Drug-Drug Interaction prediction benchmarks and papers with code | Wizwand
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Drug-Drug Interaction prediction
Benchmarks
Dataset Name
SOTA Method
Dataset Name
SOTA Method
Metric
Trend
Results
Last Updated
DrugMap Target (Source: ZhangDDI) 2024
DisTrans70%
F1 Score
91.33
38
15d ago
DDInter Target (Source: ZhangDDI) 2.0
SA-DDI
F1 Score
66.91
38
15d ago
ZhangDDI
ReAlignFit
Accuracy
89.43
36
15d ago
DrugMap 2024
DisTrans
Accuracy
64.73
19
15d ago
DDInter 2.0
DisTrans
Accuracy
60.4
19
15d ago
DrugBankDDI
ReAlignFitGCN
Accuracy
95.62
17
15d ago
HetionetDDI
ReAlignFit
Accuracy
0.9239
17
15d ago
ChChDDI Binary (test)
GenRel-DDI
AUROC
99.59
15
3mo ago
ZhangDDI Binary (test)
GenRel-DDI
AUROC
98.23
15
3mo ago
DeepDDI 86-class (test)
GenRel-DDI
AUROC
99.97
15
3mo ago
DDInter severity 4-class
GenRel-DDI
Accuracy
93
13
3mo ago
TWOSIDES
MolTC
AUROC
0.9902
13
3mo ago
DrugBank (test)
CADGL
Accuracy
98.21
11
3mo ago
DDInter typed (cross-source)
MeTDDI
Accuracy
0.592
10
3mo ago
MeTDDI Entity-disjoint v1.0 (S3)
GenRel-DDI
Accuracy
0.551
10
3mo ago
MeTDDI Unseen-drug v1.0 (S2)
GenRel-DDI
Accuracy
68.8
10
3mo ago
MeTDDI Unseen-pair v1.0 (S1)
CGIB
Accuracy
97.3
10
3mo ago
DDI dataset (5-fold cross-val)
Ensemble method (L1)
AUC
95.7
9
3mo ago
DrugBank (transductive)
MPNP-DDI
AUC
99.35
7
2mo ago
DDI Seen-Drug Setting
AIM-DDI
Accuracy (ACC)
95.69
6
19d ago
DDI dataset (Both-unseen)
GIL-DDI + AIM-DDI
ACC
58.12
6
19d ago
Twosides (transductive)
MPNP-DDI
AUC
0.9894
6
2mo ago
DrugBank KGDB-DDI-based
AIM-DDI
Accuracy
97.8
2
19d ago
DrugBank KnowDDI-based
AIM-DDI
Accuracy
97.7
2
19d ago
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