Table 4.
Accuracy comparison on the test set.
| Model | Method | Accuracy(%) | Macro-F1(%) | Time(s) |
|---|---|---|---|---|
| SVM | V-I | 73.34 | 70.01 | 16.28 |
| Ours | 73.64 | 71.14 | 10.03 | |
| AlexNet-DS | V-I | 99.73 | 99.73 | 19.33 |
| Ours | 99.75 | 99.75 | 10.33 | |
| AlexNet | V-I | 99.77 | 99.77 | 23.33 |
| Ours | 99.79 | 99.79 | 14.31 |
Accuracy comparison on the test set.
| Model | Method | Accuracy(%) | Macro-F1(%) | Time(s) |
|---|---|---|---|---|
| SVM | V-I | 73.34 | 70.01 | 16.28 |
| Ours | 73.64 | 71.14 | 10.03 | |
| AlexNet-DS | V-I | 99.73 | 99.73 | 19.33 |
| Ours | 99.75 | 99.75 | 10.33 | |
| AlexNet | V-I | 99.77 | 99.77 | 23.33 |
| Ours | 99.79 | 99.79 | 14.31 |