Trim off the remaining stem and taproot from the washed baby beets. Place in a large saucepan and cover with water. Bring to a boil, then reduce heat and simmer until fork-tender, 20 to 30 minutes for baby beets, or up to 45 minutes to 1 hour for larger beets. The skins will rub off easily once cool enough to handle.