To it's credit, it was the first handheld Mario game, the first Mario game with more than one kind of background setting, the first Mario game with a princess other than Peach, and the first and only time Mario's ever been in a shmup.
Not to mention, there's a good chance that the Superball conceptually evolved into Egg shooting in Yoshi's Island.