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Ablation study on the SCEBD.
| Models | Accuracy (%) | Recall (%) | Precision (%) | F1 (%) | Kappa (%) | MCC (%) | GFLOPs (G) | Parameters (M) |
|---|---|---|---|---|---|---|---|---|
| Baseline | 88.01 | 88.00 | 88.98 | 88.21 | 86.30 | 86.48 | 0.04 | 1.31 |
| Model1 | 88.78 | 88.80 | 89.46 | 88.97 | 87.17 | 87.24 | 0.03 | 1.29 |
| Model2 | 91.33 | 91.36 | 91.83 | 91.43 | 90.09 | 90.13 | 0.03 | 1.28 |
| Model3 | 92.35 | 92.34 | 92.73 | 92.41 | 91.25 | 91.28 | 0.03 | 1.29 |
| Model4 | 92.60 | 92.64 | 92.85 | 92.64 | 91.55 | 91.58 | 0.03 | 1.30 |
