Herbaceous plants may be annuals , biennials or perennials but most are annuals and die at the end of their growing season ( the time when they produce flowers , fruits and seeds ) , leaving their seeds on the soil ; those seeds will produce new plants with good weather . Wheat and pea are annual herbaceous plants . Herbaceous plants may be annuals , biennials or perennials .