The cover art for "Yoshi's Island Super Mario Advance 3" features a blue monster with a red mouth, a green frog, and a red-shirted Mario. The title is displayed in white text at the top, and the game is labeled as "GAMEOVER" and "GAMESPACE" in white text. The Nintendo Game Boy Advance logo is visible in the bottom left corner.