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The recognition accuracy of each algorithm on the test sets and the recognition time of a single image.
| Algorithm | Dataset | ||
|---|---|---|---|
| MNIST | FashionMNIST | ||
| Accuracy (Recognition time (t/ms)) | LSTM | 0.9797 | 0.8671 |
| (0.008) | (0.01) | ||
| CNN | 0.9911 | 0.8885 | |
| (0.01) | (0.012) | ||
| CNN-3 | 0.992 | 0.9122 | |
| (0.016) | (0.018) | ||
| CNN-LSTM | 0.9922 | 0.9128 | |
| (0.014) | (0.016) | ||
