A summary of blind searches for radio transients.  Given the relatively small fields of view or low sensitivities of radio facilities, most surveys were not sufficient to probe the known populations of extragalactic transients.  The few blindly discovered candidates that have been identified are consistent with being ordinary (i.e., non-relativistic) radio supernovae.  From \cite{Frail_2012}.