According to the latest edition of its Food Price Watch, prices rose by 15% in the four months between October 2010 and January this year.
Food price inflation is felt disproportionately by the poor, who spend over half their income on food.
The Bank called on this week’s G20 meeting to address the problem.
He also said that rising food prices were an aggravating factor of the unrest in the Middle East, although not its primary cause.
Rapid food price inflation in 2008 sparked riots in a number of countries. At that time, the World Bank estimated 125 million people were in extreme poverty.
The World Bank says prices are not quite back at those levels – just 3% below – although they are 27% higher than a year ago.
Finance ministers and central bankers from the G20 group of developed and developing nations are meeting later this week in Paris.