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ResearchFormerly WizWand

Graph Classification on IMDB-M Social (10-fold cross-validation)

52.64AccuracyHi-GMAE-F
48.417649.513850.6151.7062May 17, 2024
Updated 7mo ago

Evaluation results

MethodLinks
Hi-GMAE-FEncoder Type=Fi-Co, Learning Paradigm=Generative2024.0552.64
GCMAELearning Paradigm=Generative2024.0552.49
GINLearning Paradigm=Supervised2024.0552.3
Hi-GMAE-GEncoder Type=GNN, Learning Paradigm=Generative2024.0551.93
GraphMAE2Learning Paradigm=Generative2024.0551.8
AUG-MAELearning Paradigm=Generative2024.0551.8
S2GAELearning Paradigm=Generative2024.0551.79
GraphMAELearning Paradigm=Generative2024.0551.63
InfoGCLLearning Paradigm=Contrastive2024.0551.4
DiffPoolLearning Paradigm=Supervised2024.0551.3
SimGRACELearning Paradigm=Contrastive2024.0550.8
AD-GCLLearning Paradigm=Contrastive2024.0549.89
InfographLearning Paradigm=Contrastive2024.0549.69
GCCLearning Paradigm=Contrastive2024.0549.4
JOAOLearning Paradigm=Contrastive2024.0549.2
DRGCLLearning Paradigm=Contrastive2024.0548.8
GraphCLLearning Paradigm=Contrastive2024.0548.58