SuperSponge (PS1)
Pretty boring game. Can't figure out how to get past the giant jellyfish.
Battle for Bikini Bottom (PS2)
:

OLPHINNOISE::ING AMAZING. I've said it over and over again, but this game got some awesome music, amazing level design, and fun gameplay.
SpongeBob the Movie (PS2 ,Gameboy & PC)
^^^^ Same as above
Lights, Camera, Pants! (PS2)
A fun game, the minigames are fun. I wish I had friends to play them with :(
Atlantis SquarePantis (PS2 & Gameboy)
The PS2 version are horrendous, boring gameplay. Meanwhile the Gameboy is a fun, but tedious platformer.
Atlantis Squarepantis Square off (PC)
Fun casual strategy game with card collecting element.
Creatures From Krusty Krab (PS2 & Gameboy)
The gameplay is a bit repetitive for both version, but the PS2 version came with awesome original art in the loading screen.
SpongeBob Diner Dash (PC)
Just a re-skin of the original. So as fun as the original.
Nighty Nightmare (PC)
Kinda boring and shallow. Althought the last Plankton level with sudden strategy element was fun.
The Yellow Avenger (PSP)
Boring and tedious, although it's kinda funny actually.
Truth or Square (Xbox 360)
Actually an amazing game. Although it's a bit shallow compared to BFBB, but it got nice levels and fun gameplay.
Surf & Skate Roadtrip (Xbox 360)
Another disappointment of a Kinect game. The gameplay consist only of leaning left and right until you win.