They seem to — they have behaviors suggestive of REM sleep.
I want to know that they’re dreaming about. The investigators in the video above have a clear idea of what a spider nightmare would be like: they wake them up with a speaker that buzzes at the frequency of a wasp’s wingbeat.
So now we know how to terrify a spider, in case you were looking for that kind of information.