SAN'A, Yemen—Local medical and government officials said Tuesday that the death toll from an explosion at a munitions factory in southern Yemen the day before reached 150, with 85 injured, some critically.

Monday's blast followed an assault by a group of unknown gunman who seized control of the site from the Yemeni military, according to witnesses and medical officials. Many of the bodies were burned beyond recognition in the blast and resulting fires.

The...