According to local media reports, all Rohingyas were fleeing to Bangladesh from the Rakhine State and the overcrowded boat sank in Shah Porir Dwip area.
Earlier, two bodies were recovered, while eight Rohingyas were rescued.
The rescue operation by the Coast Guard and Border Guard Bangladesh is still underway.
Further details are awaited. (ANI)