The athletes went to the changing room to change clothes after the match.
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更衣 is a formal or literary term for changing clothes. As a euphemism for using the toilet, it is quite dated but still understood. The compound 更衣室 (gēngyī shì) - changing room / locker room - is the most common modern use.