The suspects were arrested Saturday morning outside a Wells Fargo on 20th Street in The Heights.
Police say they received several robbery calls in the area and were looking for a Gold Nissan Altima with paper plates.
They finally caught up with the suspects at the bank. Their names have not been released.
There are no reports of anyone being hurt in any of the crimes.