Far be it from me to defend ANY of the prequels as they awful, but the first is absolutely the worst. At least the third one had some action and a bit of plot, lame as it was. Unfortunately I ended up seeing Episode I in the theater three times due to commitments made in advance, and I am still scarred from it.
If action is the metric by which you judge movies, yes- EIII was "better."