"Two youths were mowed down by the Mumbai-Indore Express on Daman-Ganga bridge in Vapi this morning, while three others accompanying them jumped from the bridge and are missing," they said.
The five youths were walking on railway track on the bridge when they were caught unaware as the train came from behind, police said.
Search has been launched for the remaining three youths, they said.