The fight ended in the fourth round via a submission due to a rear-naked choke.
Du Plessis, 30, improves his record to 22 wins and 2 losses. Nigerian-born New Zealander Adesanya, 35, who is a former two-time UFC middleweight champion, is 24-4.
The tournament was held at the RAC Arena in Perth, Australia.