Eagles players and officials are in the country on a team-building exercise and were staying several kilometres away from the incident.
Revellers panicked at a huge water festival in Phnom Penh after rumours swept the area that a bridge was unstable.
Most of the deaths occurred due to internal injuries and suffocation, with a further 410 suffering injuries.
The disaster brought to an end three days of boat races, concerts and fireworks.
The Eagles' first- and second-year players were in Cambodia with coach John Worsfold and other club officials to build houses at a remote village as long-term accommodation for orphaned children.
Members of the Eagles' touring party were not aware of the festival tragedy until they learned the news on Tuesday morning.
The West Coast group will stay in Cambodia to complete their work.
