Only if you choose them, in Media Settings → Items Title Source and Items Description Source. The values are Image Title, Caption, Alt and Description.
The default, Custom, uses the Title and Description typed in the block instead. Changing an attachment in the Media Library updates every gallery that reads from it. See Media.