How does Hibernate detect dirty state of an entity object?

Question

Is it using some kind of byte codes modification to the original classes?

Or, maybe Hibernate get the dirty state by compare the given object with previously persiste

Answer 1

Hibernate default dirty checking mechanism will match all mapped properties of all currently attached entities against their initial loading-time values.

You can better visualize this process in the following diagram: