The 40-year-old actress gave birth to the couple's first child in Los Angeles, reported E! Online.
The news of Mendes' pregnancy first broke in July, which claimed she was seven months pregnant.
The 'Place Beyond the Pines' star had been able to keep her baby bump under wraps by not being photographed for more than three months at the time, and sticking to loose-fitting and patterned clothing.