You need to clean them of discard them.
I chuckle at people wearing cotton gloves to the grocery store when I see the gloves are dirty. Those gloves are worse that bare hands that are frequently sanitized.
Masks can get contaminated immediately. You shouldn't use the same mask day in and day out without cleaning it.