The reports say the driver in his late 60s spoke of a sudden, unintended acceleration. He was detained, media reported.
Seoul police did not immediately confirmed the reports.
Emergency officer Kim Chun-su told a briefing that one of the four injured was in serious condition.
President Yoon Suk Yeol ordered his safety minister and emergency agency chief to make best efforts to aid the victims.