For maximum accuracy, .22 Long Rifle.
I've had accurate .22s, but they can't come close to touching my .17, especially at longer distance.
As a side note, I wonder how many here have hunted small game with one? My .17 is my go to squirrel and rabbit rifle. Doesn't waste any more meat than...