On our 15 hour flight from LHR-EZE I changed in to them after the seat belt sign went off and they stayed on till the GRU stopover.Thankfully we were allowed to stay on the plane where I changed back into my clothes for the shortish hop to EZE.
Plan on using them again for our flight over to the UK in a couple of weeks which isn't in F this time but in Club World.