Successfully complete the indicated task in Planet Superstars mode to unlock the corresponding ball game:

Puyo Pop Fever: Successfully complete "Get A High Score!" in the "Puyo Puyo Fever" stage.
Space Harrier: Successfully complete "Get A High Score!" in the "Space Harrier" stage.
Virtua Squad: Successfully complete "Get A High Score!" in the "Virtua Squad" stage.