Adjacent colors in the 12-color wheel refer to colors that are next to each other on the color wheel. In a 12-color wheel, which is a more detailed color model than the traditional 12-step color wheel, adjacent colors have a higher degree of similarity. This model helps in understanding color relationships and designing harmonious color schemes.