Table 4 Results of ablation experiments of each module
From: DWTFormer: a frequency-spatial features fusion model for tomato leaf disease identification
Groups | Bneck-DSM | DFMM | MDFF-DCA | Accuracy/% | FLOPs/G | ||
|---|---|---|---|---|---|---|---|
DWFD | MPVT | MFA | DFF-DCA | ||||
1 | \(\checkmark\) | – | – | – | – | 93.15 | 6.20 |
2 | \(\checkmark\) | \(\checkmark\) | – | – | – | 95.69 | 1.98 |
3 | \(\checkmark\) | – | \(\checkmark\) | – | – | 96.58 | 5.90 |
4 | \(\checkmark\) | \(\checkmark\) | \(\checkmark\) | – | c | 96.82 | 6.81 |
5 | \(\checkmark\) | \(\checkmark\) | \(\checkmark\) | \(\checkmark\) | c | 97.86 | 7.25 |
6 | \(\checkmark\) | \(\checkmark\) | \(\checkmark\) | \(\checkmark\) | \(\checkmark\) | 99.28 | 7.96 |