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ResearchFormerly WizWand

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

76.14AccuracyHi-GMAE-G
69.972871.573973.17574.7761May 17, 2024
Updated 7mo ago

Evaluation results

MethodLinks
Hi-GMAE-GEncoder Type=GNN, Learning Paradigm=Generative2024.0576.14
GCMAELearning Paradigm=Generative2024.0575.78
S2GAELearning Paradigm=Generative2024.0575.76
AUG-MAELearning Paradigm=Generative2024.0575.56
GraphMAELearning Paradigm=Generative2024.0575.52
Hi-GMAE-FEncoder Type=Fi-Co, Learning Paradigm=Generative2024.0575.26
GINLearning Paradigm=Supervised2024.0575.1
InfoGCLLearning Paradigm=Contrastive2024.0575.1
GraphMAE2Learning Paradigm=Generative2024.0573.88
InfographLearning Paradigm=Contrastive2024.0573.03
DiffPoolLearning Paradigm=Supervised2024.0572.6
GCCLearning Paradigm=Contrastive2024.0572
DRGCLLearning Paradigm=Contrastive2024.0572
RGCLLearning Paradigm=Contrastive2024.0571.9
AD-GCLLearning Paradigm=Contrastive2024.0571.49
SimGRACELearning Paradigm=Contrastive2024.0571.3
GraphCLLearning Paradigm=Contrastive2024.0571.14
JOAOLearning Paradigm=Contrastive2024.0570.21