Yes, but according to Irving Kirsch, the benefit of anti-depressants above placebo is very small for anyone who isn't severely depressed, and the observed small effects can plausibly be explained by patients unblinding themselves (due to the presence of other side effects in the treatment group), or by things like publication bias.