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Results of different positions of channel spatial attention mechanism on the CCDD testing (%).
| F1 | |||
|---|---|---|---|
| MResDNN-37 | MCSA-ResDNN | CSA-MResNet | |
| SA | 86.1 | 86.9 | 87.3 |
| SB | 93.0 | 93.3 | 93.0 |
| TWFL | 79.6 | 79.7 | 80.5 |
| ST | 95.3 | 95.7 | 95.8 |
| CRBBB | 97.5 | 95.9 | 96.4 |
| AF | 95.7 | 95.6 | 96.9 |
| APB | 61.7 | 69.9 | 69.9 |
| I-AVB | 78.6 | 78.6 | 80.2 |
| PVC | 60.4 | 71.2 | 76.6 |
|
| |||
| Average | |||
| Acc | 96.8 | 97.0 | 97.1 |
| Spe | 98.6 | 98.6 | 98.7 |
| Pre | 89.7 | 89.8 | 90.6 |
| Rec | 84.0 | 85.4 | 85.9 |
| F1 | 86.8 | 87.5 | 88.2 |
