Do you have the FC mounted normally, right side up with arrow forward (ESC/servo connectors on the right side)? Have you made any adjustments to "RotateVirtual"?
Roll should look backwards in the FlightData PFD/HUD. Pitch should look correct. If not, post back.
Try swapping your ESC control leads NE with NW and SE with SW to reverse the roll stabilization if the PFD is correct (roll looks backwards is correct).
Then we will see if your yaw is backwards.
This is why it is critical to get motor direction correct, prop type on the motors correct, ESCs plugged in the correct places, board mounted normally (not rotated, etc.).