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Benchmarks

Task NameDataset NameSOTA ResultTrend
dynamic link predictionContact (transductive)
AUC99.14
48
Dynamic link predictionContact
AP98.29
37
Inductive dynamic link predictionContact (inductive)
AUC-ROC98.3
25
Dynamic Link PredictionContact
AUC-ROC97.43
22
Dynamic Link PredictionContact (inductive split)
AP95.27
20
Dynamic Link PredictionContact transductive (ind)
AP96.1
11
Dynamic Link PredictionContact transductive (hist)
AP97.85
11
Link PredictionContact transductive (test)
AUC-ROC98.15
10
Link PredictionContact (inductive)
AUC-ROC97.96
9
Link predictionContact inductive (test)
AP97.71
9
Dynamic Link PredictionContact random negative sampling (inductive)
AP98.03
9
Inductive dynamic link predictionContact
AUC98.16
4
Inductive dynamic link predictionContact
AP96.95
3
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