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Comparison of complexity indicators across different attention modules.
| Model | Acc(%) | Recall (%) | F1 (%) | FLOPs(G) | Params(M) |
|---|---|---|---|---|---|
| Baseline | 94.09 | 93.87 | 94.57 | 4.25 | 25.10 |
| Baseline (+DSC) | 94.26 | 94.54 | 93.74 | 3.78 | 22.87 |
| Baseline (+SEA) | 94.81 | 94.26 | 95.07 | 4.29 | 25.57 |
| Baseline (+CBAM) | 95.99 | 95.46 | 96.21 | 4.27 | 25.57 |
| Baseline (+ECA) | 95.53 | 95.67 | 94.89 | 4.33 | 24.55 |
| Baseline (+GCSA) | 96.25 | 96.01 | 95.99 | 4.33 | 28.85 |
| Baseline (+DSC + GCSA) | 96.77 | 96.34 | 96.88 | 4.02 | 24.61 |
