Emergency services attended a Wightlink vessel at Fishbourne on Friday night, the Daily Mirror reported.
The upper deck hit vehicles below.
The injured were taken to hospital.
An ambulance spokesman said: "We are not aware of the nature of the injuries. It is very fortunate that it was only four people injured, all things considered."
