Ugo Humbert, Richard Gasquet, Gilles Simon, Quentin Halys, Harold Mayot and Gregoire Barrere all exited, leaving only four compatriots in the main draw.
This year's French Open is only allowing a maximum of 1,000 spectators a day - way below the usual figure of 40,000.