Decoupling the Depth and Scope of Graph Neural Networks

Benchmark Model Rank Results
node-classification-on-redditshaDow-GAT#2Accuracy: 97.13%
node-classification-on-redditshaDow-SAGE#3Accuracy: 97.03%
node-property-prediction-on-ogbn-arxivSHADOW-GAT (PPR)#49Test Accuracy: 0.7274±0.0022Ext. data: No
node-property-prediction-on-ogbn-papers100mshaDow-GAT#10Test Accuracy: 0.6708±0.0017Ext. data: No