Three way tie between Pertwee, Baker, and Davison for me. Those were really the three that I grew up watching and all of them have some VERY strong serials.
You never forget your first, and for me that Eccleston. I get why he left, but he was absolutely phenomenal; and I agree with @Riley's assessment, to take nothing away from Tennant's run (which was also quite brilliant)