RotS is overrated. People give it a pass cause it did the “OT setup” things it was going to have to do anyway after TPM and AotC “kicked the can,” in that regard. And it doesn’t even do those things well. Anakin’s turn to the dark feels very forced (pun intended).
Visually-speaking, TPM is my favorite of the three.