"He's been weak, he's been ineffective," Republican candidate Mr Trump said of Mr Obama in a Fox News interview on Tuesday.
Mr Obama has questioned why Mr Trump's party hasn't disowned him.
Mr Trump has also turned on two senior figures in his own party who have publicly criticised him.