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ResearchFormerly WizWand

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

82.5AccuracyGraphCL
74.991276.940678.8980.8394May 19, 2022
Updated 8mo ago

Evaluation results

MethodLinks
GraphCLLabel Ratio=70%2022.0582.5
SimGRACELabel Ratio=70%2022.0581.8
JOAOv2Label Ratio=70%2022.0581.7
GLALabel Ratio=70%2022.0581.54
GLALabel Ratio=50%2022.0581.5
InfomaxLabel Ratio=70%2022.0581.04
GAELabel Ratio=70%2022.0580.78
GraphCLLabel Ratio=50%2022.0580.48
GAELabel Ratio=50%2022.0580.47
InfomaxLabel Ratio=50%2022.0580.47
JOAOv2Label Ratio=50%2022.0580.4
JOAOv2Label Ratio=30%2022.0579.88
MVGRLLabel Ratio=50%2022.0579.7
GLALabel Ratio=30%2022.0578.78
SimGRACELabel Ratio=30%2022.0578.66
GraphCLLabel Ratio=30%2022.0577.9
GAELabel Ratio=30%2022.0577.46
InfomaxLabel Ratio=30%2022.0577.3
MVGRLLabel Ratio=70%2022.0576.42
SimGRACELabel Ratio=50%2022.0576.08
MVGRLLabel Ratio=30%2022.0575.28