No, they wont.
U have to buy a chip to your PS2 first. I suggest Neo4 *******. With that chip u can play mostly everything. It will cost u about 95$.
Or, u can buy an Super Universal PS2. These wondermachine plays everything

All formats DVD, Japenese, US, European games etc.... Only bad thing about this is the price.... it costs
499$.