OpenCodePapers

node-classification-on-amz-comp

Node Classification
Results over time
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Leaderboard
PaperCodeAccuracyModelNameReleaseDate
Half-Hop: A graph upsampling approach for slowing down message passing✓ Link90.92%HH-GCN2023-08-17
Half-Hop: A graph upsampling approach for slowing down message passing✓ Link90.22%GCN2023-08-17
Diffusion Improves Graph Learning✓ Link86.77%GCN (Heat Diffusion)2019-10-28
Half-Hop: A graph upsampling approach for slowing down message passing✓ Link86.6%HH-GraphSAGE2023-08-17
SIGN: Scalable Inception Graph Neural Networks✓ Link85.93 ± 1.21SIGN2020-04-23
Half-Hop: A graph upsampling approach for slowing down message passing✓ Link84.79%GraphSAGE2023-08-17
Graph InfoClust: Leveraging cluster-level node information for unsupervised graph representation learning✓ Link81.5 ± 1.0Graph InfoClust (GIC)2020-09-15