forgive if you already know this
you must set up the quad exactly as described. the CC3D board must be pointing with arrow forward. the CC3D outputs must be connected to the correct ESC/motor. the motor must turn in the correct direction. the correct prop must be on that motor.
some users connect escs to the wrong place in the CC3D and that is one possibility, that you have your esc places off by one.
another possibility is that you are using 50ms esc update rate. you need to use the highest update rate possible. it should be one of: 490 pwm, pwmsync, or oneshot125
check your output page and make sure that all your channels are set to use the same, high update rate