The main subjective and objective image stabilization evaluation methods are described and analyzed.Different evaluation methods should be used for different scenarios.By analyzing the human visual characteristics,the evaluation method combined with the human visual characteristics could objectively reflect the image quality of the stabilized image.It is the development trend of the image quality assessment.The study provides a theoretical basis for further research of stabilized image quality evaluation.