Table 2.
Different models results on PI task using tax intelligence consulting question pairs' data.
| Model | Precision | Recall | F measure | Accuracy (%) |
|---|---|---|---|---|
| DSSM [12] | 0.8412 | 0.8187 | 0.8297 | 83.64 |
| CDSSM [13] | 0.9380 | 0.8814 | 0.9088 | 92.20 |
| MVLSTM [16] | 0.9940 | 0.9112 | 0.9508 | 95.94 |
| ARCII [17] | 0.9710 | 0.9463 | 0.9584 | 96.47 |
| ABCNN [18] | 0.9559 | 0.9344 | 0.9450 | 94.46 |
| DIIN [22] | 0.9763 | 0.9511 | 0.9635 | 96.10 |
| DRCN [23] | 0.9401 | 0.9079 | 0.9237 | 93.40 |
| RDN-MESIM | 0.9889 | 0.9612 | 0.9748 | 97.63 |