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Experimental results using attention mechanisms.
| Model | Acc(%) | P(%) | R(%) | F1(%) | Params (M) | Flops(M) |
|---|---|---|---|---|---|---|
| ShuffleNetV2 | 95.20 | 95.30 | 95.27 | 95.28 | 1.26 | 151.7 |
| ShuffleNetV2_SE | 97.30 | 97.35 | 97.38 | 97.36 | 1.30 | 152.1 |
| ShuffleNetV2_ECA | 97.45 | 97.50 | 97.50 | 97.50 | 1.26 | 152.1 |
| ShuffleNetV2_CBAM | 97.70 | 97.76 | 97.74 | 97.75 | 1.42 | 152.3 |
| ShuffleNetV2_PWMAM | 98.20 | 98.25 | 98.24 | 98.26 | 1.30 | 152.7 |
