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ResearchFormerly WizWand

Graph Classification on HIV Molecule OGB (standard)

0.7784ROC AUCHyperDrop + GMT
0.6564080.6880790.719750.751421Jun 30, 2021
Updated 8mo ago

Evaluation results

MethodLinks
HyperDrop + GMTArchitecture Type=Ours, Evaluation Protocol=Standard Split2021.060.7784
GMTArchitecture Type=Global, Evaluation Protocol=Standard Split2021.060.7756
GCNArchitecture Type=Naive GNN, Evaluation Protocol=Standard Split2021.060.7681
HyperDropArchitecture Type=Ours, Evaluation Protocol=Standard Split2021.060.7679
GINArchitecture Type=Naive GNN, Evaluation Protocol=Standard Split2021.060.7595
DiffPoolArchitecture Type=Hierarchical, Evaluation Protocol=Standard Split2021.060.7564
MinCutPoolArchitecture Type=Hierarchical, Evaluation Protocol=Standard Split2021.060.7537
ASAPArchitecture Type=Hierarchical, Evaluation Protocol=Standard Split2021.060.7286
EdgePoolArchitecture Type=Hierarchical, Evaluation Protocol=Standard Split2021.060.7266
TopKPoolArchitecture Type=Hierarchical, Evaluation Protocol=Standard Split2021.060.7227
SortPoolArchitecture Type=Global, Evaluation Protocol=Standard Split2021.060.7182
SAGPoolArchitecture Type=Hierarchical, Evaluation Protocol=Standard Split2021.060.7144
DeepSetArchitecture Type=Set, Evaluation Protocol=Standard Split2021.060.712
HaarPoolArchitecture Type=Hierarchical, Evaluation Protocol=Standard Split2021.060.6611