Perennials
A perennial plant is one which lives for more than two years, as opposed to annual plants which survive only one year or growing season.  The term "Perennials" typically applies to  winter-hardy herbaceous plants in a specific climate zone.  Some plants may be perennial in some warmer zones, but only annuals in the colder climate zones.  Perennials grow and bloom over the warmer seasons of spring of summer, and then die back in the cooler seasons of autumn and winter.  They return the next growing season by using the nutrients built-up in their roots during the past growing season(s).
achillea, aegopodium, agastache, ajuga, alcea, alchemilla, allium, alyssum, ampelopsis, amsonia, aquilegia, arabis, arenaria, armeria, artemesia, aruncus, asarum, asclepias, aster, astilbe, astrantia, aubrieta, aurinia

baptista, bellis, bergenia, boltonia, brunnera, buddleia

calamintha, callirhoe, campanula, caryopteris, celastrus, chelone, centaurea, clematis, convallaria, coreopsis

delosperma, delphinium, dianthus, dicentra, dictamnus, digitalis

echinacea, erigeron, eryngium, eupatorium, euphorbia

ferns
gaillardia, geranium, geum, gypsophila, grasses
helenium, heliopsis, helleborus, hemerocallis, heuchera, heucherella, hibiscus, hosta, houttuynia

iberis, iris

kniphofia

lamium, lamiastrum, lathyrus, lavandula, lavatera, leptinella, leucanthemum, liatris, ligularia, lilium, linum, lobelia, lupinus, lychnis, lysimachia

monarda, myostis
nepeta
oenothera, origanum

paeonia, papaver, penstemon, perovskia, phlox paniculata, phlox, subulata, physostegia, platycodon, polemonium, polygonatum, polygonum, potentilla, pulmonaria, pulsatilla, pyrethrum

ranunculus, rudbeckia

salvia, saponaria, scabiosa, sedum, sempervivum, sidalcea, silene, solidago, stachys, statice, stokesia

thymus, tiarella, tradescantia

verbascum, veronica, vinca minor

yucca