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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
2mo ago
DDInter Target (Source: ZhangDDI) 2.0
SA-DDI
F1 Score
66.91
38
2mo ago
ZhangDDI
ReAlignFit
Accuracy
89.43
36
2mo ago
DrugMap 2024
DisTrans
Accuracy
64.73
19
2mo ago
DDInter 2.0
DisTrans
Accuracy
60.4
19
2mo ago
TWOSIDES
MolTC
AUROC
0.9902
18
16d ago
TWOSIDES S2
DDIAgents
Hit@5
44.08
17
24d ago
DrugBank (S2)
DDIAgents
Accuracy
38.34
17
24d ago
DrugBankDDI
ReAlignFitGCN
Accuracy
95.62
17
2mo ago
HetionetDDI
ReAlignFit
Accuracy
0.9239
17
2mo ago
TWOSIDES (S1)
DDIAgents
Hit@5
53.94
15
24d ago
DrugBank (S1)
DDIAgents
Accuracy
55.75
15
24d ago
TWOSIDES (S0)
DDIAgents
Hit@5
71.57
15
24d ago
DrugBank (S0)
DDIAgents
Accuracy
96.95
15
24d ago
ChChDDI Binary (test)
GenRel-DDI
AUROC
99.59
15
5mo ago
ZhangDDI Binary (test)
GenRel-DDI
AUROC
98.23
15
5mo ago
DeepDDI 86-class (test)
GenRel-DDI
AUROC
99.97
15
5mo ago
DDInter severity 4-class
GenRel-DDI
Accuracy
93
13
5mo ago
HIV
GPT-4o
F1 Score
95
12
29d ago
DrugBank (test)
CADGL
Accuracy
98.21
11
5mo ago
DDInter typed (cross-source)
MeTDDI
Accuracy
0.592
10
5mo ago
MeTDDI Entity-disjoint v1.0 (S3)
GenRel-DDI
Accuracy
0.551
10
5mo ago
MeTDDI Unseen-drug v1.0 (S2)
GenRel-DDI
Accuracy
68.8
10
5mo ago
MeTDDI Unseen-pair v1.0 (S1)
CGIB
Accuracy
97.3
10
5mo ago
DrugBank Dataset 2 57 (test)
CMF-ELN
Accuracy
51.61
9
18d ago
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