Scale Invariance of Graph Neural Networks

Benchmark Model Rank Results
node-classification-on-cora-fixed-20-node-perScaleNet#7Accuracy: 82.3±1.1
node-classification-on-non-homophilic-11ScaleNet#11:1 Accuracy: 80.1±1.5
node-classification-on-non-homophilic-12ScaleNet#11:1 Accuracy: 76.0±2.0
node-classification-on-wiki-csScaleNet#6Accuracy: 79.3±0.6