Table 5.
Accuracy comparison on the test set.
| Model | Method | Accuracy(%) | Macro-F1(%) | Time(s) |
|---|---|---|---|---|
| SVM | V-I | 38.1 | 34.44 | 29.71 |
| Ours | 76.45 | 75.15 | 17.87 | |
| AlexNet-DS | V-I | 92.28 | 92.4 | 36.29 |
| Ours | 99.65 | 99.63 | 18.29 | |
| AlexNet | V-I | 93.31 | 93.41 | 45.16 |
| Ours | 99.67 | 99.67 | 25.78 |
Accuracy comparison on the test set.
| Model | Method | Accuracy(%) | Macro-F1(%) | Time(s) |
|---|---|---|---|---|
| SVM | V-I | 38.1 | 34.44 | 29.71 |
| Ours | 76.45 | 75.15 | 17.87 | |
| AlexNet-DS | V-I | 92.28 | 92.4 | 36.29 |
| Ours | 99.65 | 99.63 | 18.29 | |
| AlexNet | V-I | 93.31 | 93.41 | 45.16 |
| Ours | 99.67 | 99.67 | 25.78 |