In the case of two uncorrelated noise sources mixed with
identical signals of the same amplitude, I think there should be
a 3dB improvement in S/N ratio. The voltage resulting from two
such noise signals would be equal to the square-root of their
sum but the signals alone would add normally.
That is, uncorrelated noise powers add normally but the sum of
their voltages do not.