The mishap took place when the tanker hit the motocycle fatally knocking down its two occupants, Deputy Superintendent of Police (DSP) Shams Afroz said.
The battered bodies of the unidentified motocyclists have been sent for post-mortem at Sadar hospital, he said.
The tanker driver escaped with the vehicle, Afroz said.