It's not so much for acceleration (though there is some effect) as it is for handling. Wheels = unsprung weight = what the suspension pieces have to control the motion of. Less weight = more precise control = better handling and ride. Simple.
I definitely noticed the difference from 22# stock steel wheels to 14# forged BBS alloys (also stock items, though limited production) on my old Miata.
Scott
