It was nominated for Top Hot 100 Song, Top Streaming Song (Video), Top Radio Song and Top R&amp;B Song at the "Billboard" Music Awards, winning in the latter category. The song was one of the Top 10 Gold International Gold Songs at the RTHK International Pop Poll Awards. That same year, the track received the first issued accolade for Outstanding Song, Traditional category at the 2018 NAACP Image Awards. "That's What I Like" received two awards from ASCAP, one from the Pop Music Awards as one of the Most Performed Songs, and another from the Rhythm &amp; Soul Music Awards as Top R&amp;B/Hip-Hop Song. In the following year, at the same award ceremonies, it won, again, Most Performed Songs and it was one of the winners of Winning R&amp;B/Hip-Hop Song.