Police were called to Victoria Park Avenue, Bramley, by a member of the public, who was concerned over his behaviour.
The 20-year-old was taken to Leeds General Infirmary, where he died, West Yorkshire Police said.
The road was cordoned off following the incident around 12.09. It was reopened at 4pm.