Having bad taste means that you like something that MOST (not all) people don't like.
This could be referring to your taste in girls/guys and who you think is attractive.
Kelly: There he goes again. Richard is SO sexy!!
Nadia: OMG, no he's not!
Kelly: Yes he is!
Nadia: You seriously have bad taste in guys.