Collective nouns are used to describe groups of things, like a "flock" of birds or a "herd" of cows. Since "canned" describes the state of something (being preserved in a can), it doesn't really have a group associated with it.
You could use a more general collective noun like "collection" or "assortment" to describe a group of canned goods, but there isn't a specific word for it.