The incident occurred just before 8:00 p.m. at 6th and Byron streets.
Two rescuers pulled the 23-year-old man out while two others, including head lifeguard Gabriel Brooks performed CPR.
The man was taken to Cooper Medical Center in serious condition.
The incident is under investigation.