The event took place Saturday at the University of Southern California's Galen Center in Los Angeles.
Josh Duhamel hosted the awards ceremony where kids honored their favorite actors, actresses, movies, musicians and more.
"Nothing was off-limits for first-time Kids' Choice Awards host Josh Duhamel, from ziplining across the arena to donning a milkshake costume and SpongeBob's square pants. This year's host took funny to an entirely new level," Nickelodeon programming executive Russell Hicks said in a release.
Stewart was named Favorite Movie Actress for her part in "The Twilight Saga: Breaking Dawn -- Part 2" and Depp was named Favorite Movie Actor for "Dark Shadows."
"The Hunger Games" took home the orange blimp for Favorite Movie.
Bieber won the Favorite Male Singer award and Perry won the Favorite Female Singer prize.
One Direction took home the award for Favorite Song for their hit "What Makes You Beautiful."