While albacore takes the top spot as far as mercury levels are concerned, other fish varieties such as canned anchovies, crab meat, and herring shouldn't be consumed more than three times a week. To avoid mercury while still getting your fix of seafood, try shrimp, catfish, pollock, or salmon instead.