Multi-wavelength self-similar fiber laser has many advantages that other lasers do not have. It has many applications in industry, sensing, medical, military, communication and other fields. Two dimensional material devices can be used as saturable absorbers to construct dual-wavelength self-similar pulse mode-locked fiber lasers. In this paper, the evolution characteristics of dual-wavelength self-similar pulse based on two dimensional material mode-locked fiber lasers are analysed.