Hampshire Police said they received a report of a group, aged between 15 and 17, fighting in New Road, next to the entrance of Bedhampton station.
The altercation took place between 10.30pm and 11.30pm.
A police spokesman said: ‘It has been reported that at least two girls sustained minor injuries during the incident.
‘Enquiries are on-going to establish the exact circumstances.’