In recent years, China's data annotation industry has experienced rapid growth. However, this expansion is accompanied by numerous issues and challenges. Firstly, the industry is developing in a rather disordered manner, with a multitude of participants in the market, especially due to the unique Chinese phenomenon of "involution," where companies offering subcontracting services at various levels have led to a general lack of professionalism in the sector.