Metric: Accuracy (higher is better)
| # | Model↕ | Accuracy▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | 3ference | 76.33 | No | - | - | Code |
| 2 | Cleora | 75.7 | No | Cleora: A Simple, Strong and Scalable Graph Embe... | 2021-02-03 | Code |
| 3 | PairE | 75.53 | No | Graph Representation Learning Beyond Node and Ho... | 2022-03-03 | Code |
| 4 | LDS-GNN | 75 | No | Learning Discrete Structures for Graph Neural Ne... | 2019-03-28 | Code |
| 5 | TREE-G | 74.5 | No | TREE-G: Decision Trees Contesting Graph Neural N... | 2022-07-06 | Code |
| 6 | CT-Layer (PE) | 72.26 | No | DiffWire: Inductive Graph Rewiring via the Lovás... | 2022-06-15 | Code |
| 7 | GraphStar | 71 | No | Graph Star Net for Generalized Multi-Task Learning | 2019-06-21 | Code |
| 8 | GCN | 70.3 | No | Semi-Supervised Classification with Graph Convol... | 2016-09-09 | Code |
| 9 | CT-Layer | 66.71 | No | DiffWire: Inductive Graph Rewiring via the Lovás... | 2022-06-15 | Code |
| 10 | SNoRe | 66.6 | No | SNoRe: Scalable Unsupervised Learning of Symboli... | 2020-09-08 | Code |