Texas Flood is, in my opinion, not only the number one SRV song of all time, but also quite possibly one of the top five blues songs of all time. The entire piece is a virtual encyclopedia of blues licks for every kind of player. Man, the whole thing is just a phenomenal work.
Number two and three are Love Struck Baby and Scuttle Buttin' respectively.