Yes, You Should Rinse and Drain Canned Beans for Your Recipes—Here's Why. ... Most of the recipes call for draining and rinsing the beans to remove the excess salt and starch and improve flavor. Draining and rinsing can also remove the metallic flavor sometimes found in canned beans