You should try to evaluate candidates based on their portfolio, resumes, etc. If after doing so you still don't know enough to evaluate them properly then sure,

You should try to evaluate candidates based on their portfolio, resumes, etc. If after doing so you still don't know enough to evaluate them properly then sure, give them a take home test.