The bus, carrying factory workers from Noida Phase 2 to Badarpur, overturned when the driver tried to avoid ramming into a stationary truck near the flyover, they said.
While most of the injured were discharged after being given first aid, three passengers were admitted to the ICU.
Police have launched a hunt to nab the absconding bus driver.