Honestly, Valvoline or Mobil 1 works great. Just use the factory filter, and change within 7,500 miles minimum (regardless of the 10,000 interval the book says) biggest thing is use the gaskets that come in the OEM Toyota filter box.
Personally I change mine every 5,000 miles