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Link Prediction on USAir

98.49AUCAutoGEL
73.249279.802186.35592.9079Feb 27, 2018Oct 14, 2018May 31, 2019Jan 15, 2020Aug 31, 2020Apr 17, 2021Dec 2, 2021

Evaluation results

MethodLinks
AutoGELType=AutoGNN2021.1298.49
DE-GNNType=GLP2021.1298.04
SEALnode2vec embeddings=128-dim2018.0297.09
WLKtype=learning-based subgraph2018.0296.63
SEALnode2vec embeddings=none2018.0296.62
SEALType=GLP2021.1296.62
WLNMtype=learning-based subgraph2018.0295.95
RAtype=heuristic2018.0295.77
RAType=Heuristic2021.1295.77
AAtype=heuristic2018.0295.06
SBMtype=latent feature2018.0294.85
PRtype=heuristic2018.0294.67
MFtype=latent feature2018.0294.08
CNtype=heuristic2018.0293.8
CNType=Heuristic2021.1293.8
Katztype=heuristic2018.0292.88
KatzType=Heuristic2021.1292.88
node2vectype=latent feature2018.0291.44
N2VType=Latent2021.1291.44
Jaccardtype=heuristic2018.0289.79
VGAEtype=latent feature2018.0289.28
VGAEType=GLP2021.1289.28
ENStype=heuristic2018.0288.96
PAtype=heuristic2018.0288.84
LINEtype=latent feature2018.0281.47
LINEType=Latent2021.1281.47
SRtype=heuristic2018.0278.89
SPCtype=latent feature2018.0274.22
SPCType=Latent2021.1274.22