The current main building was built in the late 1970s to accommodate a growing West Mobile population.

The gym was expanded 40 yards, an auditorium was built, the main building was repainted, walls replaced, a sprinkler system added, and new doors installed with windows, the football stadium was expanded to twice the previous capacity and two new buildings were added to the campus as a freshman annex.

With sponsor Barbara Waltsgott, the team participated in Alabama's regional History Bowl competition at Spain Park High School on March 7 and placed 1st in the Varsity division, narrowly defeating Hoover in the finals by a score of 250 to 240.

Due to the ongoing COVID-19 pandemic, many quiz bowl tournaments across the country went virtual, with most of them being held via Discord or Zoom using online buzzing tools like Buzzin.live.

During this time, Baker continued to compete and achieved modest success in several online tournaments run by the American Quiz Bowl League.

The 2020-2021 season also saw the breakout individual success of Baker's team captain, junior Will McCurley, who placed 13th at the 2021 IPNCT.

Many quiz bowl tournaments across the country returned to being held in-person, with many requiring face masks and/or vaccination for attendees.

The season also saw the continued individual success of team captain Will McCurley, now a senior, who placed 2nd at the 2022 IPNCT, which he lost by the margin of only a single tossup question.

Tonya Parker and Ryan Lee remained head coaches for the third year in a row, and junior Henry Bylinowski assumed the role of team captain.

Led by the strong duo of Bylinowski and senior Will Simm, the team placed 3rd at the televised 2022 Alabama Scholars Bowl tournament.

They then went on to place 5th at the 2023 ASCA Alabama Division I State Tournament, narrowly missing the playoffs on a procedural protest in their fifth preliminary game against James Clemens despite finishing with the overall third-highest points-per-game.

The team finished the season with a 5–5 prelim record at 2023 HSNCT, just missing playoffs in a tight game with Princess Anne High School.