We washed (and re-dyed) ours, at 40°C. No problems, other than picking apart the seat cushions to remove the plastic rod was a lot of annoying fiddly work, and putting it back in after. No tumble dryer of course. Someone here also recommended fitting them back on while they're still wet for less shrinkage.