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. 2025 Aug 11;16:1596408. doi: 10.3389/fneur.2025.1596408

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Copyright © 2025 Yu and Zhu.

This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.

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Heatmaps comparing performance metrics across methods for the JHMDB and DeepLesion datasets. Methods include HRNet, SimpleBaseline, DarkPose, OpenPose, DEKR, PRTR, and Ours. Each heatmap shows Accuracy, Recall, F1 Score, and AUC. Values range from 66 to 94, with colors representing the numeric scale. — Performance analysis of SOTA techniques on the JHMDB and DeepLesion datasets.