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ResearchFormerly WizWand

Graph Classification on D&D (test)

81.6AccuracyRetGK
69.598472.714275.8378.9458Apr 30, 2019Jun 2, 2019Jul 5, 2019Aug 7, 2019Sep 9, 2019Oct 12, 2019Nov 14, 2019
Updated 8mo ago

Evaluation results

MethodLinks
RetGKgamma=12019.0581.6
RetGKgamma=112019.0581
HGP-SLCategory=Proposed2019.1180.96
WL2019.0579.78
DGCNN2019.0579.37
EdgePoolCategory=Pooling2019.1179.2
GCN2019.0579.12
GFN2019.0578.78
SPCategory=Kernels2019.1178.72
SAGPoolCategory=Pooling2019.1178.7
EigenPoolCategory=Pooling2019.1178.63
GFN-light2019.0578.62
DiffPoolCategory=Pooling2019.1178.61
EigenGCN-3H (number of pooling operators)=32019.0478.6
HGP-SLHOPCategory=Proposed2019.1178.42
HGP-SLDENCategory=Proposed2019.1178.11
Diff-poolpooling=hierarchical2019.0478
DGCNNpooling=flat2019.0477.8
EigenGCN-1H (number of pooling operators)=12019.0477.5
GATCategory=GNNs2019.1177.3
HGP-SLNSLCategory=Proposed2019.1177.24
gPoolCategory=Pooling2019.1177.02
EigenGCN-2H (number of pooling operators)=22019.0477
GLN2019.0576.75
GraphSagepooling=flat2019.0476.6
WLCategory=Kernels2019.1176.44
PSCN2019.0576.27
GCNpooling=flat2019.0475.9
GraphSAGECategory=GNNs2019.1175.78
CapsGNN2019.0575.38
SET2SETpooling=flat2019.0474.5
DGK2019.0573.5
GCNCategory=GNNs2019.1173.26
GRAPHLETCategory=Kernels2019.1172.54
Set2SetCategory=Pooling2019.1170.83
DGCNNCategory=Pooling2019.1170.06