Black or white works. Some shades of blue, purple, and pink do, too.
What I find really helps is if you print out a colour sample of your room like the one you posted here, and take it with you shopping. When you're in the store, talk to a person that's working there and ask them for an opinion based on what their store carries. They often have great ideas, (:
This one is my wall color, any matches besides yellow?