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ResearchFormerly WizWand

Vertex Classification on Zoo (test)

98.46Accuracy (%)UniG-Encoder
55.705666.805377.90589.0047Oct 7, 2022Nov 26, 2022Jan 15, 2023Mar 6, 2023Apr 25, 2023Jun 14, 2023Aug 3, 2023
Updated 8mo ago

Evaluation results

MethodLinks
UniG-Encoder2023.0898.46
AllSet Transformer2023.0897.5
ED-HNN2023.0895.77
HGNN2023.0895.5
AllDeepSets2023.0895.39
LE-GCN2023.0895
MLP2023.0894.62
HCHA2023.0893.65
UniGCNII2023.0893.65
HNHN2023.0893.59
HyperGCN2023.0885.38
A6Label Rate=10%2022.1066.89
A2Label Rate=10%2022.1066.35
A1Label Rate=10%2022.1065.8
A3Label Rate=10%2022.1065.79
SetGNNLabel Rate=10%2022.1065.06
A4Label Rate=10%2022.1062.59
A0Label Rate=10%2022.1062.57
A5Label Rate=10%2022.1062.47
ConLabel Rate=10%2022.1061.05
SelfLabel Rate=10%2022.1057.35