Boy, do they ever! When the big ones get mature, they have huge red inflorescences 'way at the top, then they seed themselves far and wide. They are considered an invasive here.
Yes, I'm very fond of the peachy Calendula, and carefully collected seeds from those but they had obviously cross-pollenated because all I got were yellow and orange the next year from the collected seed.