Metric: Accuracy (higher is better)
| # | Model↕ | Accuracy▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | FDGATII | 82.4324 | No | FDGATII : Fast Dynamic Graph Attention with Init... | 2021-10-21 | Code |
| 2 | CT-Layer | 69.04 | No | DiffWire: Inductive Graph Rewiring via the Lovás... | 2022-06-15 | Code |
| 3 | MGNN + Hetero-S (4 layers) | 68.18 | No | The Heterophilic Snowflake Hypothesis: Training ... | 2024-06-18 | Code |
| 4 | Geom-GCN-P | 60.81 | No | Geom-GCN: Geometric Graph Convolutional Networks | 2020-02-13 | Code |
| 5 | CT-Layer (PE) | 58.02 | No | DiffWire: Inductive Graph Rewiring via the Lovás... | 2022-06-15 | Code |
| 6 | Geom-GCN-I | 56.76 | No | Geom-GCN: Geometric Graph Convolutional Networks | 2020-02-13 | Code |
| 7 | Geom-GCN-S | 55.68 | No | Geom-GCN: Geometric Graph Convolutional Networks | 2020-02-13 | Code |