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ResearchFormerly WizWand

Semi-supervised Graph Classification on RDT-M5K (10-fold cross-validation)

57.01AccuracyGLA
53.00654.045555.08556.1245May 19, 2022
Updated 8mo ago

Evaluation results

MethodLinks
GLALabel Ratio=70%2022.0557.01
GraphCLLabel Ratio=70%2022.0556.91
GraphCLLabel Ratio=50%2022.0556.83
JOAOv2Label Ratio=70%2022.0556.67
GLALabel Ratio=50%2022.0556.63
InfomaxLabel Ratio=70%2022.0556.63
SimGRACELabel Ratio=70%2022.0556.58
InfomaxLabel Ratio=50%2022.0556.51
JOAOv2Label Ratio=50%2022.0556.51
SimGRACELabel Ratio=50%2022.0556.5
GAELabel Ratio=70%2022.0556.25
GraphCLLabel Ratio=30%2022.0556.07
GLALabel Ratio=30%2022.0555.85
GAELabel Ratio=50%2022.0555.69
SimGRACELabel Ratio=30%2022.0555.54
InfomaxLabel Ratio=30%2022.0555.37
JOAOv2Label Ratio=30%2022.0555.23
GAELabel Ratio=30%2022.0554.81
MVGRLLabel Ratio=70%2022.0554.4
MVGRLLabel Ratio=50%2022.0554.04
MVGRLLabel Ratio=30%2022.0553.16