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. Author manuscript; available in PMC: 2024 Jul 11.
Published in final edited form as: IEEE Access. 2024 Apr 1;12:49122–49133. doi: 10.1109/access.2024.3383789

TABLE 4.

Pain classification accuracy using different face detectors.

Subset AP Recall FI Score AUC FPR TPR
YOLOv3-SEG16 0.485 0.475 0.404 0.489 0.748 0.777
YOLOv3-SEG32 0.492 0.479 0.448 0.492 0.746 0.732
Y0L0v3-Equal 0.623 0.595 0.585 0.607 0.557 0.772
YOLOv5-SEG32 0.656 0.657 0.656 0.655 0.307 0.617
Y0L0v5-MM 0.614 0.615 0.614 0.612 0.321 0.546
Y0L0v5-Equal 0.689 0.688 0.685 0.683 0.229 0.596
Y0L0v6* [9] 0.709 0.695 0.702 0.819 0.500 0.861