Ordered GNN: Ordering Message Passing to Deal with Heterophily and Over-smoothing

Benchmark Model Rank Results
node-classification-on-actorOrdered GNN#5Accuracy: 37.99 ± 1.00
node-classification-on-chameleonOrdered GNN#13Accuracy: 72.28±2.29
node-classification-on-cornellOrdered GNN#3Accuracy: 87.03±4.73
node-classification-on-squirrelOrdered GNN#13Accuracy: 62.44±1.96
node-classification-on-texasOrdered GNN#15Accuracy: 86.22±4.12
node-classification-on-wisconsinOrdered GNN#16Accuracy: 88.04±3.63