The Karnataka High Court Tuesday quashed a criminal case registered against Bharatiya Janata Party (BJP) leaders including Union Finance Minister Nirmala Sitharaman, BJP chief JP Nadda and leader Nalin Kumar Kateel in connection with the Electoral Bonds scheme.