The incident occurred near village Karanpur when the trio was going towards Kannauj city, police said.
While Sharad Pandey (35) and Ramji Pathak were killed on the spot, another person, who could not be identified, was injured.
The police has lodged an FIR in this connection and trying to arrested the truck driver, an official said.