Police say the 43-year-old lit a fire inside his tent near Roosevelt Boulevard and Grant Avenue.
The man caught fire, leaving him with second and third-degree burns on more than half his body, mainly his left side.
He was taken to Jefferson-Torresdale Hospital, with plans to be transferred to Jefferson Hospital in Center City.
The fire marshal was called in to investigate.