Day Trip

Coming from out of town to visit, staying near West Palm Beach airport trying to think of things to do on a Sunday. Thinking we will visit Delray Beach. It seems like a nice place to go? Any recommendations? Kind of deciding between doing something up in Jupiter or Delray Beach opinions?