There is no such board game.
Other things you may want to consider are Wrestlemania, Hide-and-Go-Seek, Tag, and some game my friend taught me called Foot Tag which I can explain in depth if needed (it's fun).
I don't think it's odd that all of these suggestions require athleticism.
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"Filthy lawbreaker, unhand that vending machine!" - Casey Jones