Table 4.
Comparison of different attention mechanisms.
| Eps | Acc% | Pre% | Rec% | F1% | |
|---|---|---|---|---|---|
| Add CBAM | 200 | 98.67 | 98.68 | 98.66 | 98.67 |
| Add ECA | 200 | 99.17 | 99.16 | 99.18 | 99.17 |
| Add SE | 200 | 99.33 | 99.36 | 99.34 | 99.35 |
Comparison of different attention mechanisms.
| Eps | Acc% | Pre% | Rec% | F1% | |
|---|---|---|---|---|---|
| Add CBAM | 200 | 98.67 | 98.68 | 98.66 | 98.67 |
| Add ECA | 200 | 99.17 | 99.16 | 99.18 | 99.17 |
| Add SE | 200 | 99.33 | 99.36 | 99.34 | 99.35 |