Perish was 26 of 34 for 383 yards. Gary Owens had 199 yards receiving on six receptions for the Sycamores (1-1).
Indiana State moved out to a 28-0 lead after a 37-yard touchdown by Booker early in the third quarter.
Perish responded with scores of 31 yards to Owens and a 9-yarder to Jamar Brown, pushing the lead back to 28.
Booker had nine carries for 77 yards.