Diffusion-Jump GNNs: Homophiliation via Learnable Metric Filters

Benchmark Model Rank Results
node-classification-on-actorDJ-GNN#22Accuracy: 36.93 ± 0.84
node-classification-on-arxiv-yearDJ-GNN#9Accuracy: 49.21±0.20
node-classification-on-chameleonDJ-GNN#1Accuracy: 80.48±1.46
node-classification-on-cornellDJ-GNN#4Accuracy: 87.03±1.62
node-classification-on-penn94DJ-GNN#9Accuracy: 84.84±0.34
node-classification-on-squirrelDJ-GNN#5Accuracy: 73.48±1.59
node-classification-on-texasDJ-GNN#3Accuracy: 92.43±3.15
node-classification-on-wisconsinDJ-GNN#2Accuracy: 92.54±3.70