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ResearchFormerly WizWand

Link Prediction on NS

0.9989AUCAutoGEL
0.6740040.7583520.84270.927048Feb 27, 2018Oct 14, 2018May 31, 2019Jan 15, 2020Aug 31, 2020Apr 17, 2021Dec 2, 2021
Updated 8mo ago

Evaluation results

MethodLinks
AutoGELType=AutoGNN2021.120.9989
DE-GNNType=GLP2021.120.9909
SEALnode2vec embeddings=none2018.020.9885
SEALType=GLP2021.120.9885
WLNMtype=learning-based subgraph2018.020.9861
WLKtype=learning-based subgraph2018.020.9857
SEALnode2vec embeddings=128-dim2018.020.9771
ENStype=heuristic2018.020.9764
PRtype=heuristic2018.020.9489
PGNNType=GLP2021.120.9488
Katztype=heuristic2018.020.9485
KatzType=Heuristic2021.120.9485
SRtype=heuristic2018.020.9479
AAtype=heuristic2018.020.9445
RAtype=heuristic2018.020.9445
RAType=Heuristic2021.120.9445
Jaccardtype=heuristic2018.020.9443
CNtype=heuristic2018.020.9442
CNType=Heuristic2021.120.9442
VGAEtype=latent feature2018.020.9404
VGAEType=GLP2021.120.9404
SBMtype=latent feature2018.020.923
node2vectype=latent feature2018.020.9152
N2VType=Latent2021.120.9152
SPCtype=latent feature2018.020.8994
SPCType=Latent2021.120.8994
LINEtype=latent feature2018.020.8063
LINEType=Latent2021.120.8063
MFtype=latent feature2018.020.7455
PAtype=heuristic2018.020.6865