Metric: Accuracy (higher is better)
| # | Model↕ | Accuracy▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | 1-6 BertGCN | 96.6 | No | BertGCN: Transductive Text Classification by Com... | 2021-05-12 | Code |
| 2 | GraphStar | 95 | No | Graph Star Net for Generalized Multi-Task Learning | 2019-06-21 | Code |
| 3 | Our Model* | 94.6 | No | Text Level Graph Neural Network for Text Classif... | 2019-10-06 | Code |
| 4 | SSGC | 94.5 | No | - | - | Code |
| 5 | SGC | 94 | No | Simplifying Graph Convolutional Networks | 2019-02-19 | Code |
| 6 | SGCN | 94 | No | Simplifying Graph Convolutional Networks | 2019-02-19 | Code |
| 7 | Text GCN | 93.56 | No | Graph Convolutional Networks for Text Classifica... | 2018-09-15 | Code |
| 8 | TM-Glove | 89.14 | No | Enhancing Interpretable Clauses Semantically usi... | 2021-04-14 | Code |