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ResearchFormerly WizWand

Network Classification on REDDIT-B

79.68F1 ScoreSGN(0,1,2)
72.119274.082176.04578.0079Mar 21, 2019
Updated 8mo ago

Evaluation results

MethodLinks
SGN(0,1,2)Feature Extraction=CapsGNN2019.0379.68
SGN(0,1,2)Feature Extraction=Handcraft2019.0379.23
SGN(0,1)Feature Extraction=Handcraft2019.0379.15
SGN(0,2)Feature Extraction=Handcraft2019.0378.8
SGN(0)Feature Extraction=Handcraft2019.0378.68
SGN(0,1)Feature Extraction=CapsGNN2019.0378.49
SGN(0,1,2)Feature Extraction=Deep WL2019.0378.41
SGN(0,2)Feature Extraction=CapsGNN2019.0378.17
SGN(0,1,2)Feature Extraction=Graph2vec2019.0378.04
SGN(0,1)Feature Extraction=Graph2vec2019.0377.63
SGN(0,2)Feature Extraction=Graph2vec2019.0377.39
SGN(0,1)Feature Extraction=Deep WL2019.0377.35
SGN(0)Feature Extraction=Deep WL2019.0377.25
SGN(1,2)Feature Extraction=Handcraft2019.0377.23
SGN(0,1,2)Feature Extraction=WL2019.0377.03
SGN(1)Feature Extraction=Deep WL2019.0376.93
SGN(0,2)Feature Extraction=Deep WL2019.0376.92
SGN(0,1)Feature Extraction=WL2019.0376.9
SGN(1)Feature Extraction=Handcraft2019.0376.5
SGN(1,2)Feature Extraction=Deep WL2019.0376.2
SGN(0)Feature Extraction=CapsGNN2019.0376.12
SGN(0)Feature Extraction=Graph2vec2019.0376
SGN(1,2)Feature Extraction=Graph2vec2019.0376
SGN(1,2)Feature Extraction=CapsGNN2019.0375.73
SGN(1)Feature Extraction=CapsGNN2019.0375.64
SGN(0,2)Feature Extraction=WL2019.0375.4
SGN(1)Feature Extraction=Graph2vec2019.0375.34
SGN(2)Feature Extraction=Deep WL2019.0375.29
SGN(0)Feature Extraction=WL2019.0375.15
SGN(1)Feature Extraction=WL2019.0374.83
SGN(2)Feature Extraction=Graph2vec2019.0374.5
SGN(2)Feature Extraction=Handcraft2019.0374.37
SGN(2)Feature Extraction=WL2019.0374.34
SGN(1,2)Feature Extraction=WL2019.0374.15
SGN(2)Feature Extraction=CapsGNN2019.0372.41