Learn from Heterophily: Heterophilous Information-enhanced Graph Neural Network

Benchmark Model Rank Results
node-classification-on-actorHiGNN#20Accuracy: 37.21 ± 1.35
node-classification-on-chameleonHiGNN#24Accuracy: 68.86 ± 1.45
node-classification-on-cornellHiGNN#29Accuracy: 80.00 ± 4.26
node-classification-on-squirrelHiGNN#27Accuracy: 54.78 ± 1.58
node-classification-on-texasHiGNN#16Accuracy: 86.22 ± 4.67
node-classification-on-wisconsinHiGNN#31Accuracy: 85.88 ± 3.18