Blake Horvath led the way with 141 passing yards and a touchdown, as well as 155 rushing yards and two scores.
Horvath's 51-yard go-ahead touchdown run late in the fourth quarter sealed the comeback for Navy, who improved to 6-0 for the first time since 2019.
The Midshipmen trailed by 10 midway through the third but outscored Temple 18-7 the rest of the way.
Author's summary: Navy stays unbeaten with 32-31 win.