DEMO-Net: Degree-specific Graph Neural Networks for Node and Graph Classification

Benchmark Model Rank Results
graph-classification-on-enzymesDEMO-Net(weight)#47Accuracy: 27.2
node-classification-on-blogcatalog-1DEMO-Net(weight)#2Accuracy: 84.9
node-classification-on-brazil-air-trafficDEMO-Net(weight)#2Accuracy: 0.543 ± 0.034
node-classification-on-europe-air-trafficDEMO-Net(weight)#3Accuracy: 45.9
node-classification-on-facebookDEMO-Net(weight)#4Accuracy: 91.9
node-classification-on-flickrDEMO-Net(weight)#2Accuracy: 0.656 ± 0.000
node-classification-on-usa-air-trafficDEMO-Net(weight)#3Accuracy: 64.7