It happened just after 7 Thursday evening.
Investigators say a 40-year-old woman was killed in the accident.
Another man has been taken to the hospital, his condition is not known.
Three young men fled the scene into the neighborhood but were apprehended by authorities.
Police have closed down traffic to the area while they investigate.