Most retailers posted solid sales gains in May, with chains such as Target, TJX, and Limited topping analysts' estimates for the month.

"Retailers rebounded from a soft April turning in solid May same-store sales results this morning fueled by decent weather conditions, robust Mother's Day selling and enticing Memorial Day weekend promotions," said Ken Perkins of Retail Metrics, in a research report.