| Models | R8 | R52 | Ohsumed | MR |
| CNN | 94.02 | 85.37 | 43.87 | 74.98 |
| LSTM | 93.68 | 85.54 | 41.13 | 75.06 |
| FastText | 96.13 | 92.81 | 57.70 | 75.14 |
| Graph-CNN | 96.99 | 92.75 | 63.86 | 77.22 |
| TextGCN | 97.07 | 93.56 | 68.36 | 76.74 |
| BertGCN | 97.90 | 94.12 | 68.37 | 85.48 |
| BAG | 97.90 | 96.03 | 71.51 | 87.56 |