The procession traveled from College Park to Largo.
Protesters called for Montgomery County to defund its police force, among other demands.
Protesters marched across the Woodrow Wilson Memorial Bridge and drove in a car caravan.
The University of Maryland's 1,335-acre campus is now a ghost town.
The Terps won 6-1 against the Tigers and 7-0 against the Eagles on Saturday.