Written and first recorded by Tom Waits (1985).
Also recorded by Mary Chapin Carpenter (1987), Patty Smyth (US #95 1987), Bob Seger (1989, released 2011), The Piano Has Been Drinking (recorded as “Rude Jolf”) (1990), Everything But the Girl (1992).
Hit version by Rod Stewart (US #3/UK #10/CAN #1 1989).
From the wiki: “‘Downtown Train’ is a song written and first recorded by Tom Waits, released on his album Rain Dogs in 1985. The promo video for the song was directed by Jean-Baptiste Mondino and features the boxer Jake LaMotta.