Which statement directly contradicts the claim that all the invigilators were present at the examination hall?

To contradict 'all were present' one needs only a single exception, so the exact contradiction is that at least one was absent. Saying all were absent is stronger than necessary and could be false while the original claim is also false. The statements that most or some were present are compatible with the original claim, so they do not contradict it.