I've just tested the volt drop of various electrolytics, film and ceramic capacitors with my USB oscilloscope, a 3.8v battery source and a 10 ohm load and the results are as follows:
With no capacitor there are wild peaks and dips when the load is applied.
Aluminium electrolytics remove noise...