Yes, the loss is quite significant, and of course dependent on how much dust has accumulated. The effect is worse in countries near the equator, as the panels are installed with a lesser tilt. 70% losses have been reported in some studies.

See eg; https://www.sciencedirect.com/science/article/pii/S136403211...