There's definitely no enigma in the name. They throw a bunch of sugar in a bowl and serve it. I had one of the banana splits, I felt like it was pretty damn bland with no real flavor.
Only way to describe it is "sweet." Not chocolatey, not creamy, not tasty, just sweet.