Grow a classic heirloom perennial with Victoria Rhubarb Seeds for Planting. Rhubarb grows best in cooler climates and can be grown as a perennial in zones 3 to 8. In zones 6 and cooler, established plants may live 10 to 15 years or more with proper care.