Table 4 Results of the ablation experiments on the three modules of AMSNet [In%]
Modules | Pre | Se | Sp | F1 | Acc | ||
|---|---|---|---|---|---|---|---|
MVGGC | SE | ADCP | |||||
90.37 | 90.37 | 85.06 | 90.37 | 88.29 | |||
√ | 92.97 | 88.15 | 89.66 | 90.49 | 88.74 | ||
√ | 93.75 | 88.89 | 90.8 | 91.25 | 89.64 | ||
√ | 94.49 | 88.89 | 91.95 | 91.95 | 90.09 | ||
√ | √ | 91.91 | 92.59 | 87.36 | 92.25 | 90.54 | |
√ | √ | 95.28 | 89.63 | 93.1 | 92.37 | 90.99 | |
√ | √ | 94.66 | 91.85 | 91.95 | 93.23 | 91.89 | |
√ | √ | √ | 95.42 | 92.59 | 93.1 | 93.98 | 92.79 |