It is a bit difficult to comment properly as we cannot really know how you are doing from your post. I would suggest a change of instructor and see how you get on then. If it is the instructors fault or yours, quite often a different instructors approach can change things.
Certainly I know that anyone learning to fly leaves 75% of their brain behind when they arrive at the airfield! but I would expect any experienced instructor to be aware of and allowing for that, someone less experienced might get frustrated, but I would say if this is the case this will be happening with many of that instructors students - have you spoken to them?
10 Hours is not far into the course and it would be a shame to give up this early.
