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ResearchFormerly WizWand

Network Classification on PROTEINS (F1-Score)

79.46F1 ScoreSGN(0,1,2)
59.034464.337269.6474.9428Mar 21, 2019
Updated 8mo ago

Evaluation results

MethodLinks
SGN(0,1,2)Feature Extraction=Handcraft2019.0379.46
SGN(0,2)Feature Extraction=Handcraft2019.0378.92
SGN(0,1)Feature Extraction=Handcraft2019.0378.83
SGN(0)Feature Extraction=Handcraft2019.0378.3
SGN(1,2)Feature Extraction=Handcraft2019.0378.21
SGN(0,1,2)Feature Extraction=WL2019.0378.08
SGN(1)Feature Extraction=Handcraft2019.0376.79
SGN(0,1,2)Feature Extraction=Deep WL2019.0376.78
SGN(0,1,2)Feature Extraction=CapsGNN2019.0376.34
SGN(0,1)Feature Extraction=CapsGNN2019.0376.25
SGN(0,1)Feature Extraction=WL2019.0376.19
SGN(0,2)Feature Extraction=Deep WL2019.0375.89
SGN(0)Feature Extraction=CapsGNN2019.0375.89
SGN(2)Feature Extraction=Handcraft2019.0375.45
SGN(0,2)Feature Extraction=WL2019.0374.99
SGN(1)Feature Extraction=CapsGNN2019.0374.64
SGN(0,1)Feature Extraction=Deep WL2019.0374.62
SGN(0,1,2)Feature Extraction=Graph2vec2019.0374.44
SGN(0,1)Feature Extraction=Graph2vec2019.0374.12
SGN(0)Feature Extraction=Graph2vec2019.0373.3
SGN(0)Feature Extraction=Deep WL2019.0373.3
SGN(0,2)Feature Extraction=Graph2vec2019.0373.09
SGN(0,2)Feature Extraction=CapsGNN2019.0373
SGN(0)Feature Extraction=WL2019.0372.92
SGN(2)Feature Extraction=CapsGNN2019.0372.39
SGN(1,2)Feature Extraction=CapsGNN2019.0370.09
SGN(1)Feature Extraction=Deep WL2019.0369.43
SGN(1,2)Feature Extraction=Deep WL2019.0369.43
SGN(2)Feature Extraction=Deep WL2019.0368.57
SGN(1)Feature Extraction=WL2019.0367.04
SGN(1,2)Feature Extraction=WL2019.0364.81
SGN(2)Feature Extraction=WL2019.0364.01
SGN(1,2)Feature Extraction=Graph2vec2019.0362.76
SGN(1)Feature Extraction=Graph2vec2019.0360.27
SGN(2)Feature Extraction=Graph2vec2019.0359.82