Are there any common weeds that look like horseradish?

Yes, several common weeds can resemble horseradish, particularly in their leaf shape and growth habit. One example is wild mustard, which has similar broad, lobed leaves. Another is garlic mustard, which also shares a similar appearance but has a distinct garlic scent. It's important to correctly identify these plants, as some may be edible while others could be harmful.