I built my bike up recently with an Izumi Standard track chain, but despite good lubrication and a straight chain line it was so noisy I actually found it a bit embarrasing when I was riding it on the track.
Based on recommendations here, have just switched to a KMC K710SL and the noise has completely gone, so another vote for the KMC 710 from me.