What are the chances of home pregnancy test being correct on the day menstration is due?

Depends on test: Read label and insert which should give you some data about when the test is reliable. Some are reliable very early after implantation and before you would normally start your period. Others are only reliable beyond the missed period. Remember, a positive test it likely to be correct and a negative could mean you just performed it too early.