We do not currently know of any antonyms for Mother's Day.
The noun Mother's Day is defined as:
A day in honor of mothers, which falls on the second Sunday in May in the United States, and on the fourth Sunday of Lent, exactly three weeks before Easter Sunday, in the United Kingdom and Ireland.