| Paper | Code | Average Top-1 Accuracy | ModelName | ReleaseDate |
|---|---|---|---|---|
| Improving the Effective Receptive Field of Message-Passing Neural Networks | ✓ Link | 62.4 ± 0.3 | IM-GCN | 2025-05-29 |
| Towards Quantifying Long-Range Interactions in Graph Machine Learning: a Large Graph Dataset and a Measurement | ✓ Link | 54.1 ± 0.2 | ChebNet | 2025-03-12 |
| Towards Quantifying Long-Range Interactions in Graph Machine Learning: a Large Graph Dataset and a Measurement | ✓ Link | 53.3 ± 0.7 | GraphSAGE | 2025-03-12 |
| Towards Quantifying Long-Range Interactions in Graph Machine Learning: a Large Graph Dataset and a Measurement | ✓ Link | 47.2 ± 0.5 | SGFormer | 2025-03-12 |
| Towards Quantifying Long-Range Interactions in Graph Machine Learning: a Large Graph Dataset and a Measurement | ✓ Link | 45.9 ± 1.0 | GCN | 2025-03-12 |