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ResearchFormerly WizWand

Link Prediction on ogbl-citation2 (official)

90.72MRRMPLP+
26.593643.241859.8976.5382Oct 30, 2020Jul 1, 2021Mar 3, 2022Nov 3, 2022Jul 5, 2023Mar 6, 2024Nov 6, 2024
Updated 8mo ago

Evaluation results

MethodLinks
MPLP+2024.1190.72
Optimized GAE2024.1188.74
NCN2024.1188.09
SEAL2024.1187.67
SEALCategory=Labeling Trick2020.1087.67
SEAL2021.1287.67
BUDDY2024.1187.56
Neo-GNN2024.1187.26
PLNLP2021.1284.92
GAEBackbone=GCN2024.1184.74
GCNCategory=Plain GAE2020.1084.74
GCN2021.1284.74
GAEBackbone=GraphSAGE2024.1182.6
GraphSAGECategory=Plain GAE2020.1082.6
SAGE2021.1282.6
GCN+DRNLCategory=Labeling Trick2020.1081.27
GCN+LRGACategory=Plain GAE2020.1066.49
Node2vecCategory=Non-GNN2020.1061.41
GCN+DECategory=Labeling Trick2020.1060.3
RA2024.1151.98
AA2024.1151.89
AACategory=Non-GNN2020.1051.89
AA2021.1251.89
MFCategory=Non-GNN2020.1051.86
MF2021.1251.86
CN2024.1151.47
CNCategory=Non-GNN2020.1051.47
CN2021.1251.47
MLPCategory=Non-GNN2020.1029.06