Based on the history of cellulose fiber development, the progress of three kinds of fibers, i.e. viscous fiber, Lyocell fiber and ionic liquid fiber (Ioncell) with natural cellulose as raw materials are summarized. Firstly, the development history of regenerated cellulose fiber manufacturing technology is summarized, and the development status of viscose fiber, Lyocell fiber and ionic liquid fiber (Ioncell) with natural cellulose as raw material is summarized. In this work, the performance, application field, and market prospect are mainly introduced, and their technologies including spinning technology, the preparation of spinning solution, and the methods of solvent recovery are compared. In comparison with viscous fiber, both the dissolution of cellulose and the dry-jet wet spinning for the other two fibers show unique advantages. But their key points lie in the continuous preparation of spinning solution and efficient recovery of solvent. Compared to the NMMO solvent used by Lyocell fiber, ionic liquids (ILs) used by Ioncell fiber have the advantages of negligible volatility and properties tunable. Therefore, this kind of ILs with high solubility but without degradation ability of cellulose, high thermal stability to water and metal ions, and little environmental impact can be designed, which provide a new approach for the development of green spinning technology. In addition, the existing problems of Ioncell fiber are analyzed, and some research direction for the two kinds of fibers produced by solvent method are pointed out.