We don't know for sure but they were possibly rounded up, or escaped to the criminal underworld
The last time they're mentioned in the script, they're deserting Joker at the parade, before the police have appeared.
INT. BATWING COCKPIT - THAT MOMENT
Batman clears trigger safety mechanisms and presses switches to arm the rockets and laser. He sets ...