Receive in the HF range generally has about a 3 to 4 db noise floor from external sources in most locations.
If you hear an increase in receive noise when an antenna is connected, you don't need a preamp.
Adding a preamp increases the same noise you hear as well as the signal.
There is no change in 'signal to noise ratio' therefore no benifit.
Only thing you will see is an increase is S meter reading that still includes all the same noise along with the signal..
Only a receiver that has lack of sensitivity would benifit from a preamp.
As to the noise figure of a preamp, even here, if the receive noise level is 3db, a 1db noise figure of the preamp still wont help because it's only the preamp noise internal generation performance sensitivity.
The external noise level is still far above this level.