The police said Dr Amit Kumar Mukherjee (32), Dr Gargi Das Roy (30) and Sumitra Kumari Das (30) died on the spot at Becharhat on National Highway-2.
They were residents of Manicktala in Kolkata and were going to Maithan.
The injured people were admitted to a local hospital.