Establishing a unified evaluation framework for human motion generation: A comparative analysis of metrics

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Ali Ismail-Fawaz, Maxime Devanne, Stefano Berretti, Jonathan Weber, Germain Forestier

Published: 01 Jan 2025, Last Modified: 22 Apr 2025Comput. Vis. Image Underst. 2025EveryoneRevisionsBibTeXCC BY-SA 4.0
Abstract: Highlights•Summarizing key metrics, their mathematical setup, and interpretation in literature.•Introducing Warping Path Diversity (WPD) to measure temporal diversity in motion.•Defining a fair, unified setup for evaluating generative models.•Open source friendly code: https://github.com/MSD-IRIMAS/Evaluating-HMG.