According to this research in the Lancet, masks help but not as much as physical distancing.

2 m distance reduces risk by 10x face mask reduces risk by 6x eye protection by 5x There is some uncertainty in these figures

https://www.thelancet.com/journals/lancet/article/PIIS0140-6...