I went in 2008 and it was probably one of the lighter crowd days (factoring in how nice it was outside and that it was a holiday) that I have experienced at the park.
Was Memorial Day last year jam packed? I was planning to go this year, hoping to hit a quiet day since there should be a lack of school groups and hopefully people are just staying at home BBQ'ing.