Compare that to lenses with the same F-stop. They can have widely different sizes, weights, DOF, and resolution. Saying a F/2.8 lens on a cell phone has any resemblance to F/2.8 on a crop, medium format, or a telescope is a joke. The only thing they have that is similar is exposure--which has nothing to do with photographic quality or properties.
The difference between a cell phone and a FF camera is the 50 times difference in sensor area. It collects 50 times more light with the same exposure of the same scene....
But if you stop down your larger camera, you will find that at the same angle of view, and same depth of field, the larger sensor collects the same total number of photons.
For instance, the iPhone 6 has a crop factor of 7.21, focal length of 4.15mm and a f/2.2 maximum aperture.
A full frame body with a 30mm lens at f/16 will have the same depth of field and collect the same light per unit area as that iPhone.
The sensor on the full frame has about 50 times the area of the iPhone sensor. However, at f/16, it gets about 1/50 the light per unit area as the iPhone sensor.
Both the iPhone with a 4.15mm at f/2.2 and the full frame with a 30mm at f/16 have an aperture diameter of about 1.9 mm.
The advantage of the full frame, is that you can open up wider that a 1.9mm aperture diameter. With the iPhone, that 1.9mm is your maximum aperture.
It really does boil down to aperture diameter and angle of view.