The demonstration was organised on a day when tripartite talks were held in Darjeeling.
"Gorkhaland is the only solution to the identity crisis being faced by the Gorkha community in India," the demonstrating Gorkhas said in a statement.
Mizoram has a sizable Gorkha population and many of them are here from before Independence.