Table 5 Impact of different modules on network OA value (%).
Case | CNN Branch | Conv3D | Conv2D | MOCM | LongKou | HanChuan | HongHu |
|---|---|---|---|---|---|---|---|
1 | \(\times\) | \(\times\) | \(\times\) | \(\times\) | 94.97 | 92.86 | 91.53 |
2 | \(\checkmark\) | \(\times\) | \(\times\) | \(\times\) | 96.25 | 95.21 | 93.89 |
3 | \(\checkmark\) | \(\checkmark\) | \(\times\) | \(\times\) | 98.77 | 95.76 | 95.34 |
4 | \(\checkmark\) | \(\checkmark\) | \(\checkmark\) | \(\times\) | 99.12 | 96.05 | 97.29 |
5 | \(\checkmark\) | \(\checkmark\) | \(\checkmark\) | \(\checkmark\) | 99.58 | 97.29 | 98.31 |
