I didn't mean flat like that, I don't really know how to describe what I mean but I'll try:P
The feather in the third one, with the reflection, or the character and buttons in your sig, along with the lessened rectangularness, stop them from being so 2D.
Not that I can really say much but I'll rework mine soon, and hopefully it'll come good one day.