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UN Trade

Benchmarks

Task NameDataset NameSOTA ResultTrend
dynamic link predictionUN Trade (transductive)
AUC99.82
49
Inductive dynamic link predictionUN Trade
AUC-ROC99.18
44
Dynamic Link PredictionUN Trade (inductive split)
AP99.23
43
Dynamic link predictionUN Trade
AP81.32
37
Dynamic Link PredictionUN Trade transductive v1 (test)
AUC-ROC86.61
33
Dynamic Link PredictionUN Trade
AUC-ROC86.61
22
Temporal Link PredictionUN Trade DGB
AP87.26
13
Temporal Link PredictionUN Trade DGB Inductive
AP86.53
12
Link PredictionUN Trade (inductive)
AUC-ROC98.81
12
Link PredictionUN Trade transductive (test)
AUC-ROC72.33
10
Dynamic Link PredictionUN Trade random negative sampling inductive
AP65.4
10
Link predictionUN Trade inductive (test)
AP64.26
9
Link PredictionUN Trade (transductive)
AUC-ROC98.97
3
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