MultiMediate'26 Challenge: Engagement Estimation across Domain, Age and Culture
Overview
This research presents the MultiMediate'26 challenge, which expands engagement estimation to include child-child and child-robot play sessions via the PInSoRo dataset. The work introduces new datasets (NoXi, NoXi-J, MPIIGI, PInSoRo), describes baseline models for multi-modal engagement estimation across domains, and discusses challenge submissions with publicly available code, leaderboards, and features.
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“oduce the NoXi, NoXi-J, MPIIGI, and PInSoRo datasets, showcase extracted multi-modal features, present our baseline model for engagement estimation across all domains, and discuss challenge submissions and approaches. In an effort to provide a transparent and welcoming challenge environment, baseline code, leaderboard, datasets, and extracted features are publicly available at https://github.com/hcmlab/MultiMediate_2”
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“oduce the NoXi, NoXi-J, MPIIGI, and PInSoRo datasets, showcase extracted multi-modal features, present our baseline model for engagement estimation across all domains, and discuss challenge submissions and approaches. In an effort to provide a transparent and welcoming challenge environment, baseline code, leaderboard, datasets, and extracted features are publicly available at https://github.com/hcmlab/MultiMediate_2”
Exact source · revision 1Source owner not reported
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- arXiv Robotics — research abstractsSignalEngagement Estimation in Human-Robot and Human-Human Interactions across Domain, Age and Culture: MultiMediate'26 Challenge
This research presents the MultiMediate'26 challenge, which expands engagement estimation to include child-child and child-robot play sessions via the PInSoRo dataset. The work introduces new datasets (NoXi, NoXi-J, MPIIGI, PInSoRo), describes baseline models for multi-modal engagement estimation across domains, and discusses challenge submissions with publicly available code, leaderboards, and features.
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