"My Generation" focused on a group of young people as they branched different ways 10 years after graduating from the same high school.
Details on the series' replacement were not immediately available.
Last week, Fox also dumped its new drama, "Lone Star" after a mere two airings as well.
The Associated Press contributed to this report.
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