Gated Graph Sequence Neural Networks

Benchmark Model Rank Results
drug-discovery-on-qm9Gated Graph Sequence NN#9Error ratio: 1.36
node-classification-on-pubmed-0-05GGNN#10Accuracy: 63.3%
node-classification-on-pubmed-0-1GGNN#10Accuracy: 70.4%
node-classification-on-citeseer-1GGNN#11Accuracy: 56.0%
node-classification-on-cora-1GGNN#11Accuracy: 60.5%
node-classification-on-cora-3GGNN#11Accuracy: 73.1%
node-classification-on-pubmed-0-03GGNN#11Accuracy: 55.8%
node-classification-on-cora-0-5GGNN#12Accuracy: 48.2%
node-classification-on-pubmed-with-public-split-fixed-20-nodes-per-classGGNN#37Accuracy: 75.8%
node-classification-on-cora-with-public-split-fixed-20-nodes-per-classGGNN#40Accuracy: 77.6%
node-classification-on-citeseer-with-public-split-fixed-20-nodes-per-classGGNN#43Accuracy: 64.6%