Upon a little further digging, it seems the day is celebrated on different dates around the world. But there are many countries that use the second Sunday of May as Mother's Day.

Scroll down to "Dates around the world" section and expand the calendar. It shows the extensive list of which countries celebrate Mother's Day when.