First, soak the clothing in a solution of hot water and distilled white vinegar. If the fabric is delicate, change the water temperature to cold instead. Let it sit for a half hour, then rinse and wash as usual.
Everyone spills, but these stains historic. Read about 10 spots that can't be scrubbed from the public record.