CAT: A Causally Graph Attention Network for Trimming Heterophilic Graph

Benchmark Model Rank Results
node-classification-on-actorCATv3-sup#4Accuracy: 38.5±1.2
node-classification-on-chameleonCATv3-sup#20Accuracy: 69.9±1.0
node-classification-on-cornellCATv3-sup#1Accuracy: 88.8±2.1
node-classification-on-squirrelCATv3-sup#16Accuracy: 59.3±1.8
node-classification-on-texasCATv3-sup#31Accuracy: 83.0±2.5
node-classification-on-wisconsinCATv3-sup#32Accuracy: 85.6±2.1