Table 8 Results of ablation experiments
Model | Evaluation Indicators | |||||
|---|---|---|---|---|---|---|
Factor | Accuracy(%) | Increase(%) | Train time(s) | |||
DSD_Conv | EMish | Transfer Learning | ||||
① | \(\times\) | \(\times\) | \(\times\) | 95.312 | 0 | 539.2 |
② | \(\checkmark\) | \(\times\) | \(\times\) | 95.833 | +0.521 | 580.0 |
③ | \(\times\) | \(\checkmark\) | \(\times\) | 96.875 | +1.563 | 585.5 |
④ | \(\times\) | \(\times\) | \(\checkmark\) | 96.354 | +1.042 | 546.0 |
⑤ | \(\checkmark\) | \(\checkmark\) | \(\checkmark\) | 97.971 | +2.084 | 587.1 |