If CPU is not a critical issue, nothing can beat a mini-ITX board (well... maybe a pico-ITX).
I´ve one from +5years... runs fine with a power brick with MAX power output of 55W (but since I just have ONE IDE HDD on it, must be at half of this!)
Good luck
Jáder