A new set of corresponding-colors data between monitor and printer is obtained from a series of visual color matching experiments, and the data′s reliability is analyzed with deviation. The new corresponding colors data and the Braun and Fairchild data are used to test the performance of three chromatic adaptation transforms (i.e. Von Kries, CMCCAT2000 and CAT02) and the CIECAM02 color appearance model. The results show that Von Kries and CMCCAT2000 have the same performance, the CMCCAT2000 gives more accurate prediction than the CIECAM02, and the CIECAM02 gives more accurate prediction than the CAT02. The results are not consistent with the performance of three chromatic adaptation transforms and the CIECAM02 in predicting the corresponding colors for the same media. Previous study of chromatic adaptation transform and CIECAM02 use mainly the corresponding colors data for the same media. The new set of corresponding colors data and the results will provide a reference for the improvement of chromatic adaptation transforms and color appearance model of CIECAM02.