Color matching failure cases refer to instances where the combination of colors does not achieve a harmonious or aesthetically pleasing result. This can occur due to poor understanding of color theory, inappropriate color selection, or a mismatch between the intended and actual color outcomes. Knowledge of color theory, color psychology, and color harmonies is essential in avoiding such failures in design, art, and other visual fields.