Extract the Knowledge of Graph Neural Networks and Go Beyond it: An Effective Knowledge Distillation Framework

Benchmark Model Rank Results
node-classification-on-amz-computersCPF-ind-GAT#3Accuracy: 85.5%
node-classification-on-amz-photoCPF-ind-GAT#8Accuracy: 94.10%
node-classification-on-citeseer-with-publicCPF-tra-APPNP#5Accuracy: 74.6%
node-classification-on-cora-05CPF-ind_APPNP#1Accuracy: 77.3%
node-classification-on-cora-1CPF-ind-APPNP#1Accuracy: 80.24%
node-classification-on-cora-3CPF-tra-GCNII#1Accuracy: 84.18%
node-classification-on-cora-with-public-splitCPF-ind-APPNP#5Accuracy: 85.3%
node-classification-on-pubmed-with-publicCPF-tra-GCNII#2Accuracy: 83.20%