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ResearchFormerly WizWand

Graph Classification on D&D (Accuracy and Gain)

80.64AccuracyDIFFPOOL
73.755275.542677.3379.1174Jun 22, 2018
Updated 8mo ago

Evaluation results

MethodLinks
DIFFPOOLCategory=GNN, Base GNN=GraphSage, Validation=10-fold cross validation2018.0680.646.27
DIFFPOOL-NOLPCategory=GNN, Base GNN=GraphSage, Validation=10-fold cross validation2018.0679.985.95
SORTPOOLCategory=GNN, Validation=10-fold cross validation2018.0679.373.39
WL-OACategory=Kernel, Validation=10-fold cross validation2018.0679.04—
SHORTEST-PATHCategory=Kernel, Validation=10-fold cross validation2018.0678.86—
SET2SETCategory=GNN, Base GNN=GraphSage, Validation=10-fold cross validation2018.0678.123.32
PATCHYSANCategory=GNN, Validation=10-fold cross validation2018.0676.274.17
DIFFPOOL-DETCategory=GNN, Base GNN=GraphSage, Validation=10-fold cross validation2018.0675.475.42
GRAPHSAGECategory=GNN, Validation=10-fold cross validation2018.0675.42—
GRAPHLETCategory=Kernel, Validation=10-fold cross validation2018.0674.85—
ECCCategory=GNN, Validation=10-fold cross validation2018.0674.10.11
1-WLCategory=Kernel, Validation=10-fold cross validation2018.0674.02—