Hey, I've wondered this myself recently! Although, it took this question for me to actually get off my virtual couch and look it up. lol
All my finds say that only estimates exist, no concrete data, as of yet. Most estimates circle the five percent area. But that's a five percent that's based off of all electronics across the whole of the U.S.. The findings were a little more in European countries.
"Standby power is typically 10 to 15 watts per device, and occasionally more" according to wiki. But, outside of those boundaries, I would say we'd have to consider how much power each thing consumes when it's actually active.
As for me... I think I'm going to stick with "approximately five percent," and call it a "mistery solved."
'Hope this helps