Metric: Accuracy (higher is better)
| # | Model↕ | Accuracy▼ | Augmentations | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | CKGCN | 98.423 | No | CKGConv: General Graph Convolution with Continuo... | 2024-04-21 | Code |
| 2 | EIGENFORMER | 98.362 | No | Graph Transformers without Positional Encodings | 2024-01-31 | - |
| 3 | EGT | 98.173 | No | Global Self-Attention as a Replacement for Graph... | 2021-08-07 | Code |
| 4 | GRIT | 98.108 | No | Graph Inductive Biases in Transformers without M... | 2023-05-27 | Code |
| 5 | GPS | 98.05 | No | Recipe for a General, Powerful, Scalable Graph T... | 2022-05-25 | Code |
| 6 | GatedGCN | 97.34 | No | Benchmarking Graph Neural Networks | 2020-03-02 | Code |