She was the only African player rated in the Top 20.
Oshoala attended the ceremony.
She has won a record five CAF Player of the Year Awards.
The Ballon d’Or for this year was won by her Barcelona teammate Alexis Putellas.
It was a back-to-back win for the 28-year-old star.
Bayern Munich star Sadio Mane won the inaugural Socrates Humanitarian Award for giving back to his village in Senegal.
Former Cote d’Ivoire star Didier Drogba was an anchor for this ceremony.