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

Table 4.

Performances of different loss functions

IoU Precision % Recall % mAP@0.5 %
IoU 84.0 72.9 83.4
GIoU 76.6 77.7 81.6
DIoU 78.2 78.2 83.6
EIoU 77.2 78.4 82.9
SIoU 79.8 75.8 82.3
CIoU 82.8 74.9 84.1
WIoU 83.8 78.2 84.2
Ours 84.3 76.0 85.1