The Warhawks were led by third-year head coach Todd Berry and played their home games at Malone Stadium.
The Warhawks came into War Memorial Stadium as 30.5 point underdogs.
Arkansas, who had three starters (including QB Tyler Wilson) injured in the game, was held to a field goal in the 1st overtime.
ULM faced a 4th and 1 in same overtime period, and elected to pursue a first down.
The result was a ULM QB Kolton Browning game-winning touchdown run.