📊 Showing 6 results | 📏 Metric: Accuracy
| Rank | Model | Paper | Accuracy | Date | Code |
|---|---|---|---|---|---|
| 1 | GraphSAGE | Half-Hop: A graph upsampling approach for slowing down message passing | 83.67 | 2023-08-17 | 📦 nerdslab/halfhop |
| 2 | HH-GraphSAGE | Half-Hop: A graph upsampling approach for slowing down message passing | 82.81 | 2023-08-17 | 📦 nerdslab/halfhop |
| 3 | HH-GCN | Half-Hop: A graph upsampling approach for slowing down message passing | 82.57 | 2023-08-17 | 📦 nerdslab/halfhop |
| 4 | GCN | Half-Hop: A graph upsampling approach for slowing down message passing | 81.93 | 2023-08-17 | 📦 nerdslab/halfhop |
| 5 | CGT | Mitigating Degree Biases in Message Passing Mechanism by Utilizing Community Structures | 0.00 | 2023-12-28 | 📦 nslab-cuk/community-aware-graph-transformer |
| 6 | ScaleNet | Scale Invariance of Graph Neural Networks | 0.00 | 2024-11-28 | 📦 qin87/scalenet |