Hang in there, your answer is on the way...

Wix Blog Request: Styling Image Captions

Feature Request|We are collecting votes for this issue
Currently, it is not possible to style image captions with different fonts and colors etc. 
We are always working to update and improve our products, and your feedback is hugely appreciated.