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ResearchFormerly WizWand

Network Classification on IMDB-B

77.65F1 ScoreSGN(0,1,2)
61.862865.961470.0674.1586Mar 21, 2019
Updated 8mo ago

Evaluation results

MethodLinks
SGN(0,1,2)Feature Extraction=Handcraft2019.0377.65
SGN(0,1,2)Feature Extraction=CapsGNN2019.0376.47
SGN(0,1,2)Feature Extraction=Deep WL2019.0375.7
SGN(0,2)Feature Extraction=Handcraft2019.0375.42
SGN(1,2)Feature Extraction=CapsGNN2019.0375.29
SGN(0,1,2)Feature Extraction=WL2019.0375
SGN(1,2)Feature Extraction=Handcraft2019.0374.94
SGN(0,2)Feature Extraction=CapsGNN2019.0374.94
SGN(0,1)Feature Extraction=CapsGNN2019.0374.58
SGN(0,2)Feature Extraction=Deep WL2019.0374.36
SGN(1)Feature Extraction=CapsGNN2019.0374.35
SGN(2)Feature Extraction=Handcraft2019.0374.24
SGN(2)Feature Extraction=CapsGNN2019.0373.64
SGN(0,1)Feature Extraction=Deep WL2019.0373.5
SGN(0,1)Feature Extraction=Handcraft2019.0373.38
SGN(1)Feature Extraction=Handcraft2019.0373.3
SGN(1)Feature Extraction=Deep WL2019.0373.3
SGN(0,1)Feature Extraction=WL2019.0373.05
SGN(0)Feature Extraction=Handcraft2019.0373
SGN(0)Feature Extraction=CapsGNN2019.0372.71
SGN(0,2)Feature Extraction=WL2019.0372.23
SGN(1,2)Feature Extraction=Deep WL2019.0371.9
SGN(2)Feature Extraction=Deep WL2019.0371.48
SGN(0)Feature Extraction=WL2019.0370.9
SGN(0,1,2)Feature Extraction=Graph2vec2019.0370.65
SGN(1,2)Feature Extraction=WL2019.0370.45
SGN(1)Feature Extraction=WL2019.0369.2
SGN(0)Feature Extraction=Deep WL2019.0367.5
SGN(0,1)Feature Extraction=Graph2vec2019.0366.59
SGN(0,2)Feature Extraction=Graph2vec2019.0366.53
SGN(1,2)Feature Extraction=Graph2vec2019.0366.24
SGN(2)Feature Extraction=WL2019.0366.1
SGN(2)Feature Extraction=Graph2vec2019.0364.35
SGN(1)Feature Extraction=Graph2vec2019.0363.06
SGN(0)Feature Extraction=Graph2vec2019.0362.47