Graph Neural Networks with Learnable and Optimal Polynomial Bases

Benchmark Model Rank Results
node-classification-on-film-60-20-20-randomFavardGNN#21:1 Accuracy: 43.05 ± 0.53
node-classification-on-film-60-20-20-randomOptBasisGNN#31:1 Accuracy: 42.39 ± 0.52
node-classification-on-non-homophilic-14OptBasisGNN#91:1 Accuracy: 90.83±0.11
node-classification-on-pokecOptBasisGNN#5Accuracy: 82.83±0.04