why get epoch trainning statitics：train and test top-5 accieved 90%+，but not get the correct prediction result？

[aibama]

train and test dataset with self task： total 177 images （12classes classification）
epoch trainning statitics：train and test top-5 accieved 90%+
but not get the correct prediction result？
anyone can make me a help？any idea or help were appreciated~