Not sure if I missed it or not, but are your transmitter sticks calibrated correctly?
Throttle: slide left is craft down, slide right is craft up
Rudder: slide left is nose left, slide right is nose right
Elevator: slide left is craft backwards, slide right is craft forwards
Aileron: slide left...