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. 2025 Nov 13;15:39779. doi: 10.1038/s41598-025-23499-6

Table 7.

Experimental results from the ablation test.

Lite GELU PWMAM Acc (%) Params (M) FLOPs (M)
ShuffleNetV2 × × × 95.20 1.26 151.6
√ × × 96.20 0.81 92.5
× √ × 97.80 1.26 151.6
× × √ 98.20 1.30 152.7
√ √ × 98.10 0.81 92.5
× √ √ 98.49 1.30 152.7
√ × √ 98.30 0.84 93.2
√ √ √ 98.80 0.84 93.2