Refining Latent Homophilic Structures over Heterophilic Graphs for Robust Graph Convolution Networks

Benchmark Model Rank Results
node-classification-on-actorLHS–Accuracy: 38.87±1.0
node-classification-on-chameleonLHS–Accuracy: 72.31±1.6
node-classification-on-cornellLHS–Accuracy: 85.96±5.1
node-classification-on-squirrelLHS–Accuracy: 60.27±1.2
node-classification-on-texasLHS–Accuracy: 86.32±4.5
node-classification-on-wisconsinLHS–Accuracy: 88.32±2.3