Gated Graph Sequence Neural Networks

Benchmark Model Rank Results
drug-discovery-on-qm9Gated Graph Sequence NN#9Error ratio: 1.36
node-classification-on-citeseer-1GGNN#11Accuracy: 56.0%
node-classification-on-citeseer-with-publicGGNN#37Accuracy: 64.6%
node-classification-on-cora-05GGNN#12Accuracy: 48.2%
node-classification-on-cora-1GGNN#11Accuracy: 60.5%
node-classification-on-cora-3GGNN#11Accuracy: 73.1%
node-classification-on-cora-with-public-splitGGNN#34Accuracy: 77.6%
node-classification-on-pubmed-003GGNN#11Accuracy: 55.8%
node-classification-on-pubmed-005GGNN#10Accuracy: 63.3%
node-classification-on-pubmed-01GGNN#10Accuracy: 70.4%
node-classification-on-pubmed-with-publicGGNN#31Accuracy: 75.8%