Police said the blast, suspected to be caused by an IED, was triggered between Central Market and Lakshmi talkies in the heart of the headquarters town of Sibsagar district at 9 pm.
The injured were taken to Sibsagar Civil Hospital and another private hospital nearby.
Glass panes of some nearby constructions were broken by the impact of the blast.