During their demonstration, protestors also raised anti-Pakistan slogans and demanded that India should not resume talks with Pakistan in future.
Delhi Police have tightened the security at Pakistan High Commission and erected barricades outside in view of the protests.
"We have come here to protest against Pakistan High Commissioner's meeting with separatist leaders. ABVP welcomes the decision of India to call off talks with Pakistan. We demand that India should not resume talks unless Pakistan abandons such tactics," Rohit Chahal, National secretary, ABVP, said.
As protestors refused to budge from the Pakistan High Commission, police took them to Chanakyapuri Police Station. They were, however, later released.