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ResearchFormerly WizWand

Inductive Node Classification on PPI (test)

99.56Micro F1 ScoreGCNII*
52.250464.532776.81589.0973Mar 20, 2018Aug 6, 2018Dec 24, 2018May 12, 2019Sep 29, 2019Feb 15, 2020Jul 4, 2020
Updated 8mo ago

Evaluation results

MethodLinks
GCNII*Layers=9, Hidden units=20482020.0799.56
GCNIILayers=9, Hidden units=20482020.0799.53
Cluster-GCN2020.0799.36
GaANSampling=None2018.0398.71
GaAN2020.0798.71
GeniePath2020.0798.5
Attention-onlySampling=None2018.0398.46
Max poolingSampling=None2018.0398.39
Pairwise+sigmoidSampling=None2018.0398.39
Pairwise+tanhSampling=None2018.0398.32
VR-GCN2020.0797.8
JKNet2020.0797.6
GATSampling=None2018.0397.3
GAT2020.0797.3
Avg. poolingSampling=None2018.0396.85
GraphSAGEFeature Set=All Features2020.0376.8
GraphSAGESampling=None2018.0361.2
GraphSAGE2020.0761.2
2-Layer FNNSampling=None2018.0354.07