Why did Sparta not join the Delian ague?

After Sparta successfully led the repulse of the Persian invasion, it proposed that the Greek cities inside the Persian Empire be evacuated to mainland Greece to end the conflict. Opportunistic Athens countered by forming a league of these cities to continue war. Sparta, facing a serf revolt at home left them to it.