A high-level delegation led by Andhra Pradesh Governor S Abdul Nazeer will be visiting Saudi Arabia on Wednesday to "oversee relief measures" following the tragic accident involving Indian pilgrims near Madinah, the Ministry of External Affairs said in an official statement.