School colors are black and gold, and the athletic teams are called the Yellowjackets.

In 1922, the building was moved to the current Corner Middle School site and a four-room tile wing was constructed.

In January 1976, construction was completed on a new building which housed the library and home economics department.

Four new classrooms were built in the old auditorium in 1999 allowing the sixth grade to move out of the elementary building.

[3] In 2010, construction was completed for the new Corner High School located in the Bagley community.

But they did not win their first game until November 18, 1949, in their fourth season with a victory over Hayden High School by a score of 40–0.

The longest serving head football coach in school history was Marvin Rice.

Corner's longest football rivalry is with Oak Grove High School.

[8] Corner Football has made 11 appearances in the Alabama State High School Playoffs (1986–87, 1991, 1995, 2000–02, 2006, 2011, 2012, 2016, 2017).