Games officials said the athletes had not breached their visas and were able to move around Australia as they liked, ABC News reported.
The nation's two other weightlifters and men's basketball team had left Australia and were en route to Cameroon, team officials said.
"These people and others that might have a similar objective need to hear this message very clearly - they aren't going to game the system", he said.
Molombe expressed sadness following the disappearance of the eight athletes.
"Nobody said anything, they did not give any condition, they just left", he said.
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"It's obviously disappointing that some of the athletes who've come didn't compete as they were scheduled to compete", he said.
"It's very worrying, it's not good for the image of the country".
Three weightlifters and two boxers from Cameroon went missing on Tuesday but a team official on Thursday confirmed the total had risen to eight, one third of the country's 24 athletes.
"If there is a breach then [Home Affairs Minister] Peter Dutton and the department will deal with it", he said.
The Commonwealth Games Federation said it would monitor the situation but athletes had "the right to travel freely" on their visas.
Athlete visas for the Commonwealth Games expire on May 15, Grevemberg said.
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"Right now we are anxious about safety and welfare of the athletes and we are taking this very seriously and monitoring the situation with team Cameroon".
It is not the first time competitors have gone missing at worldwide events.
In 2012, seven athletes from Cameroon were reported missing from the London Olympic Games.
Two Ugandans were reportedly missing but team officials were adamant all of their athletes and officials were accounted for.
The Cameroonian athletes could apply for asylum in Australia but they would risk a lengthy stay in detention if Border Force canceled their existing visas, Burnside said. The information had been provided by the delegation.
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