For reasons of animal welfare and better science, a series of in vitro methods, including assays based isolated eye or cornea, Chorioallantoic membrane, cultured tissue or cell, had been established and evaluated to replace the Draize eye irritation test. This paper provides a brief review of the recent progress in the in vitro alternatives to Draize eye irritation test, and the principles of scientific validation of these alternatives were also discussed.