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. 2025 Jan 15;15:2026. doi: 10.1038/s41598-025-86593-9

Table 3.

Model Performance Comparison.

Model SDFP SEAM ES3 WIoU-Shape Precision % Recall % mAP@0.5 % Parameter GFLOPs
1 Inline graphic Inline graphic Inline graphic Inline graphic 80.5 76.0 82.3 3005843 8.1
2 Inline graphic Inline graphic Inline graphic Inline graphic 79.3 78.7 84.1 3153299 8.1
3 Inline graphic Inline graphic Inline graphic Inline graphic 81.7 73.3 82.8 2965139 7.0
4 Inline graphic Inline graphic Inline graphic Inline graphic 82.8 74.9 84.1 2965955 7.2
5 Inline graphic Inline graphic Inline graphic Inline graphic 84.3 76.0 85.1 2965955 7.2