Have you try for lunch? It is pretty good, I had lunch at 11:30am a week ago, but let me tell you, even in low season, and that particulary day Epcot was almost a ghost town, the restaurant was full at midday.
If you haven't got any luck this far, just keep trying, specially at odd times.
Good luck!