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. 2025 Aug 22;15:30875. doi: 10.1038/s41598-025-16795-8

Table 4.

Ablation on LIAU window size Inline graphic. Inline graphic degenerates to standard pixel-wise attention.

Window size Inline graphic mAP@0.5 mAP@0.75 FPS
1 74.0 54.8 30.5
3 76.2 56.9 32.8
6 78.4 59.5 34.8
8 79.7 61.5 34.5
10 78.8 60.3 34.3
12 77.8 58.7 34.1

Significant values are in bold.