Paper | Code | Accuracy | ModelName | ReleaseDate |
---|---|---|---|---|
Half-Hop: A graph upsampling approach for slowing down message passing | ✓ Link | 90.92% | HH-GCN | 2023-08-17 |
Half-Hop: A graph upsampling approach for slowing down message passing | ✓ Link | 90.22% | GCN | 2023-08-17 |
Diffusion Improves Graph Learning | ✓ Link | 86.77% | GCN (Heat Diffusion) | 2019-10-28 |
Half-Hop: A graph upsampling approach for slowing down message passing | ✓ Link | 86.6% | HH-GraphSAGE | 2023-08-17 |
SIGN: Scalable Inception Graph Neural Networks | ✓ Link | 85.93 ± 1.21 | SIGN | 2020-04-23 |
Half-Hop: A graph upsampling approach for slowing down message passing | ✓ Link | 84.79% | GraphSAGE | 2023-08-17 |
Graph InfoClust: Leveraging cluster-level node information for unsupervised graph representation learning | ✓ Link | 81.5 ± 1.0 | Graph InfoClust (GIC) | 2020-09-15 |