Research Article
Semantic Matching Efficiency of Supply and Demand Text on Cross-Border E-Commerce Online Technology Trading Platforms
Table 2
Comparison of mainstream models in the field of deep learning.
| Model | Accuracy (%) | Accuracy-J (%) | Recall rate (%) | value (%) |
| LSTM | 80.08 | 82.41 | 86.24 | 84.28 | BiLSTM | 81.95 | 81.97 | 88.12 | 84.93 | GRU | 80.11 | 83.81 | 84.58 | 84.19 | BiGRU | 81.95 | 83.08 | 87.71 | 85.33 | Siamese-BiGRU | 84.47 | 86.07 | 89.02 | 87.52 | Capsule | 81.91 | 84.74 | 86.38 | 85.55 | Siamese-capsule | 83.79 | 88.37 | 86.31 | 87.33 | Capsule-BiGRU | 86.16 | 86.56 | 91.11 | 88.77 |
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