The incident took place last evening when the car was standing near a furnace of a restaurant and its gas kit caught fire, police said.
The injured, identified as Shamim (26), Rizwan (22), and Wakar(16), were standing near the car, police said, adding, they were rushed to a hospital in serious condition.
The investigation into the case is on, they said.