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. 2026 May 29;16:24669. doi: 10.1038/s41598-026-52181-8

Table 9.

Sensitivity analysis of attention weight constants (α, β, γ) for L1L2INF Hybrid Attention.

Configuration α (L1) β (L2) γ (INF) EN SSIM SF MSE PSNR RMSE Mean metric error
C1 0.33 0.33 0.34 1.9831 0.8997 5.4412 0.0064 70.3215 0.0789 8.4249
C2 0.25 0.25 0.5 1.984 0.8995 5.4105 0.0063 70.3846 0.0781 8.4221
C3 0.2 0.1 0.7 1.9851 0.8996 5.3788 0.0062 70.4352 0.0753 8.4196
C4 0.15 0.05 0.8 1.9863 0.8996 5.3511 0.006 70.4893 0.0701 8.4164
C5 0.1 0 0.9 1.9855 0.8993 5.3396 0.0063 70.4471 0.0778 8.4185
C6 0.4 0.1 0.5 1.9836 0.8998 5.4298 0.0063 70.3518 0.0785 8.4238
C7 0.05 0.15 0.8 1.9858 0.8994 5.3603 0.0061 70.4681 0.0724 8.4178