Did 'Glee' Get Robbed at the Emmys?

It was not quite a "Glee"-ful evening at the Emmys, with the smash hit show leaving with only two wins out of its 19 nominations.

As expected, Jane Lynch took home the prize for Best Supporting Actress for her performance as diabolical cheerleading coach Sue Sylvester, and series creator Ryan Murphy won the Emmy for Best Directing in a Comedy.

But that's where the party ended for Fox's hit show.

The night was happier for ABC's "Modern Family." The little-show-that-could took home an impressive six Emmys, starting off the night with a Best Supporting Actor win for the endearing Eric Stonestreet, who plays one half of the show's gay couple. Stonestreet came across as sincerely moved and grateful at the winner's podium, his speech bringing co-star Jessie Tyler Ferguson to tears.

The show also picked up Emmys for Best Writing and the big one, Best Comedy Series, beating out perennial favorite "30 Rock" and fan favorite "Glee."

In the comedy category, critics' darling Jim Parsons won for "The Big Bang Theory" and Edie Falco, much to her own surprise, took home the prize for Best Actress in a Comedy for "Nurse Jackie." At the podium, Falco clutched her Emmy and cried out "I'm not funny!" With this win, the fabulous Falco became the first actress in Emmy history to win the award for Best Actress in both comedy and drama, having won the prize three times for her work as Carmella on HBO's classic "The Sopranos."

On the drama side, AMC's "Mad Men" won the prize for Best Drama for a third consecutive year. Also three-peating was Bryan Cranston, who won another Emmy for Best Actor in a Drama Series for his work on "Breaking Bad." And Kyra Sedgwick, after five consecutive nominations, finally picked up her award for Best Actress in a Drama for "The Closer," beating out Julianna Margulies for "The Good Wife."

Did 'Glee' Get Robbed at the Emmys?