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ResearchFormerly WizWand

Semi-supervised Graph Classification on RDT-B (10-fold cross-validation)

92.45AccuracySimGRACE
88.0389.177590.32591.4725May 19, 2022
Updated 8mo ago

Evaluation results

MethodLinks
SimGRACELabel Ratio=70%2022.0592.45
JOAOv2Label Ratio=70%2022.0592.2
InfomaxLabel Ratio=70%2022.0592.15
JOAOv2Label Ratio=50%2022.0592.1
GraphCLLabel Ratio=70%2022.0591.85
GLALabel Ratio=70%2022.0591.7
JOAOv2Label Ratio=30%2022.0591.65
GLALabel Ratio=50%2022.0591.65
InfomaxLabel Ratio=50%2022.0591.5
GAELabel Ratio=70%2022.0591.5
SimGRACELabel Ratio=50%2022.0591.45
GraphCLLabel Ratio=50%2022.0591.45
GLALabel Ratio=30%2022.0591.05
GAELabel Ratio=50%2022.0590.95
GAELabel Ratio=30%2022.0590.75
InfomaxLabel Ratio=30%2022.0590.65
SimGRACELabel Ratio=30%2022.0590.6
GraphCLLabel Ratio=30%2022.0590.35
MVGRLLabel Ratio=70%2022.0588.65
MVGRLLabel Ratio=50%2022.0588.55
MVGRLLabel Ratio=30%2022.0588.2