Measuring and Relieving the Over-smoothing Problem for Graph Neural Networks from the Topological View
Open paper
Benchmark
Model
Rank
Results
node-classification-on-citeseer
GCN + AdaGraph (AG)
–
Accuracy: 69.7%
node-classification-on-cora
GCN + AdaGraph (AG)
–
Accuracy: 82.3%
node-classification-on-pubmed
GCN + AdaGraph (AG)
–
Accuracy: 77.4 ± 0.2
Rank counts only results with a code link.