GraphRARE: Reinforcement Learning Enhanced Graph Neural Network with Relative Entropy

Benchmark Model Rank Results
node-classification-on-chameleonGraphSAGE-RARE (λ=1.0)Accuracy: 69.28±1.90
node-classification-on-cornellH2GCN-RARE (λ=1.0)Accuracy: 87.84±4.05
node-classification-on-squirrelGCN-RARE (λ=1.0)Accuracy: 55.90±1.39
node-classification-on-texasH2GCN-RARE (λ=1.0)Accuracy: 86.76±5.80
node-classification-on-wisconsinH2GCN-RARE (λ=1.0)Accuracy: 90.00±2.97