From October 1st, 2014, foreign visitors to Japan can purchase consumable goods such as medicines, food, drinks, and cosmetics without paying the 8% consumption tax! Before then, only general goods such as electronics and clothes were applicable for duty-free shopping. 

For details, check this page by Japan Shopping Tourism Organization. http://enjoy.taxfree.jp

Written by mochi-tomo