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ResearchFormerly WizWand

Graph Classification on D&D (10-fold cross val)

83.68AccuracyHi-GMAE-F
70.284873.762477.2480.7176May 17, 2024
Updated 7mo ago

Evaluation results

MethodLinks
Hi-GMAE-FEncoder Type=Fi-Co, Learning Paradigm=Generative2024.0583.68
Hi-GMAE-GEncoder Type=GNN, Learning Paradigm=Generative2024.0580.03
RGCLLearning Paradigm=Contrastive2024.0578.9
AUG-MAELearning Paradigm=Generative2024.0578.79
GraphMAE2Learning Paradigm=Generative2024.0578.66
S2GAELearning Paradigm=Generative2024.0578.63
GraphCLLearning Paradigm=Contrastive2024.0578.62
GraphMAELearning Paradigm=Generative2024.0578.47
DRGCLLearning Paradigm=Contrastive2024.0578.4
DiffPoolLearning Paradigm=Supervised2024.0577.6
SimGRACELearning Paradigm=Contrastive2024.0577.44
JOAOLearning Paradigm=Contrastive2024.0577.32
AD-GCLLearning Paradigm=Contrastive2024.0575.73
GCCLearning Paradigm=Contrastive2024.0575.5
InfographLearning Paradigm=Contrastive2024.0572.85
GINLearning Paradigm=Supervised2024.0570.8