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ResearchFormerly WizWand

Graph Classification on REDDIT-M5

56.73AccuracyGraph-JEPA
20.610829.987939.36548.7421Sep 27, 2023
Updated 8mo ago

Evaluation results

MethodLinks
Graph-JEPAPre-training Type=Self-predictive2023.0956.73
LaGraphPre-training Type=Self-predictive2023.0956.4
AD-GCL-OPTPre-training Type=Contrastive2023.0954.93
F-GINPre-training Type=Supervised (Reference)2023.0953.28
GraphCLPre-training Type=Contrastive2023.0953.05
AD-GCL-FIXPre-training Type=Contrastive2023.0953
InfoGraphPre-training Type=Contrastive2023.0951.11
GraphMAEPre-training Type=Generative2023.0946.06
BGRLPre-training Type=Self-predictive2023.0922