Ten stolen bikes were recovered on their instance.
Naveen Sharma and two minors were arrested from Khoda area, police said.
During checking at Khoda, police team gave a signal to the trio who were on a motorcycle to stop the two-wheeler.
They, however, tried to escape but were chased and arrested, they said.
The gang leader, who gave Rs 3,000 to each member for stealing a bike, is yet to be arrested, according to police.