Visual experiments were carried out on 10 ISO images using psychophysics experiment method. Weight of image attributes, such as color, contrast, and tone, was analyzed. Three metrics, i.e. MSE, PSNR and structural similarity index (SSIM), were analyzed. The result showed that SSIM is better than others when they are used to evaluate printed images.