The males, aged 16 and 17, have been arrested on suspicion of robbery and remain in police custody.
The car taken in the incident has been recovered.
Officers are continuing to appeal for anyone with information to come forward.
Anyone with information is asked to contact Wakefield CID on 101, quoting crime reference 13190037929.