Police officers responded to a report of a stabbing in the 1200-block of Douglas Street, near View Street, on Tuesday afternoon.
Victoria police said a male victim was taken to hospital after the incident, which took place about 12:30 p.m.
Police said they were working to locate a suspect.
No further details were immediately available.