Stein Mart Inc. announced that it will restate its financial statements for fiscal years 2009, 2010 and 2011, its quarterly data for the first quarter of 2012 and for all quarters in 2010 and 2011, as well as its selected financial data for the relevant periods due to merchandising accounting errors.