From September 14 until January.
In my opinion, Peabody-Essex Museum is worth a visit or two every year. Its permanent collection is small and perhaps a bit dull, but some exhibitions are just exciting (or simply interesting).
Boston museums are way below what NYC or DC have to offer, so we have to deal with what's available. PEM is among the best in the area.