The PS2 has so many of my all time favorites. Some were ported years later but my favorites are

Bully
Dark Cloud
Dark Cloud 2
Radiata Stories
Dragon Quest VIII
GTA 3
GTA San Andreas
GTA Vice City
Final Fantasy XII
Rogue Galaxy