Yeah, the 3D element really makes it harder. I'd suggest sticking with Beginner mode until you understand what's going on.
There's a huge gap in difficulty between Beginner and Easy because you can play Beginner mindlessly (only looking for solo numbers). When players get to Easy and realize they have to take their own notes, it tends to trip them up.