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ResearchFormerly WizWand

Link Prediction on ogbl-ddi (official)

94.43Hits@20Optimized GAE
0.382824.798949.21573.6311Jun 14, 2020Mar 8, 2021Dec 1, 2021Aug 26, 2022May 20, 2023Feb 12, 2024Nov 6, 2024
Updated 8mo ago

Evaluation results

MethodLinks
Optimized GAE2024.1194.43
NCN2024.1182.32
BUDDY2024.1178.51
MAD#Params=12288972021.0267.81
Neo-GNN2024.1163.57
LRGA + GCN# Parameters=1.5M2020.0662.3
LRGA + GCN#Params=15760812021.0262.3
GCN + JKNet#Params=14215712021.0260.56
GAEBackbone=GraphSAGE2024.1153.9
GraphSage# Parameters=1.4M2020.0653.9
GraphSAGE#Params=14210572021.0253.9
GAEBackbone=GCN2024.1137.07
GCN#Params=12899852021.0237.07
GCN# Parameters=1.2M2020.0637
SEAL2024.1130.56
RA2024.1127.6
DeepWalk# Parameters=11M2020.0626.4
Node2vec# Parameters=645K2020.0623.3
AA2024.1118.61
CN2024.1117.73
MF# Parameters=1.2M2020.0613.7
NBFnet2024.114