Diffusion Improves Graph Learning

Benchmark Model Rank Results
node-classification-on-amz-compGCN (Heat Diffusion)#3Accuracy: 86.77%
node-classification-on-amz-photoJK (Heat Diffusion)#10Accuracy: 92.93%
node-classification-on-citeseerGCN (PPR Diffusion)#26Accuracy: 73.35%
node-classification-on-coauthor-csGCN (PPR Diffusion)#18Accuracy: 93.01%
node-classification-on-pubmedJK (Heat Diffusion)#28Accuracy: 79.95%