The Super Mushroom allows Small Mario to become Super Mario or heal you, depending on the Game.
The 1up mushroom allows you to recive an extra life.
The Fire Flower allows you to shoot fireballs from your hands.
The Super Star allows you to become invincible for a brief period of time. However, you can still die from lava, bottomless pits, drowning and the timer reaching 0