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ResearchFormerly WizWand

Link Prediction on ogbl-ddi (val)

89.65Hits@20 (%)ELGNN
3.95426.20248.4570.698Oct 30, 2020Apr 29, 2021Oct 27, 2021Apr 26, 2022Oct 24, 2022Apr 23, 2023Oct 22, 2023
Updated 8mo ago

Evaluation results

MethodLinks
ELGNN2023.1089.65
AGDNParams=3.51M2020.1289.43
AGDN2023.1089.43
PSG2023.1083.06
GIDN2023.1082.58
PLNLPParams=3.50M2020.1282.42
PLNLP2023.1082.42
GraphSAGEFeatures=Edge Attributes2023.1080.11
GCNArchitecture=JKNet2023.1067.76
GCN+LRGACategory=Plain GAE2020.1066.75
GraphSAGECategory=Plain GAE2020.1062.62
GraphSAGEParams=1.42M2020.1262.62
GraphSAGE2023.1062.62
GCNCategory=Plain GAE2020.1055.5
GCNParams=1.29M2020.1255.5
GCN2023.1055.5
MFCategory=Non-GNN2020.1033.7
Matrix FactorizationParams=1.22M2020.1233.7
Node2vecCategory=Non-GNN2020.1032.92
GCN+DECategory=Labeling Trick2020.1029.85
GCN+DRNLCategory=Labeling Trick2020.1029.47
SEALCategory=Labeling Trick2020.1028.49
SEALParams=0.53M2020.1228.49
AACategory=Non-GNN2020.109.66
Adamic AdarParams=02020.129.66
CNCategory=Non-GNN2020.109.47
Common NeighborParams=02020.129.47
Resource AllocationParams=02020.127.25