Open Access
Table 2.
Compares the performance of the deep learning model before and after adding the spatial attention mechanism
| Model | Accuracy | Recall | F1 |
|---|---|---|---|
| Based on CNN [22] | 98.7% | 97.1% | 97.9% |
| Based on CNN+ Spatial attention | 99.5% | 98.2% | 98.3% |
| Based on MLP | 97.0% | 93.2% | 94.3% |
| Based on MLP+ Spatial attention | 99.0% | 98.9% | 98.8% |
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