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The Top 10 highest-paid female CEOs

Tom Merton | Getty Images

Female CEOs are outpacing their male colleagues in pay, although they remain vastly outnumbered in the top echelons of American companies.

Last year, the median pay for women CEOs rose to $15.9 million, a 21 percent gain from a year earlier, according to a study by executive compensation data firm Equilar and The Associated Press. That compared with median pay for male CEOs of $10.4 million, which was down 0.8 percent from 2013.

Marissa Mayer, the head of Yahoo, was the highest-paid female chief executive in the Equilar/AP pay study. Her compensation was almost double that of the next-highest earner on the list—Carol Meyrowitz of discount retailer TJX Companies.

Still, there is a big caveat: There are far fewer female CEOs than males among large U.S companies. The study of 340 CEOs included 17 women.

No. 10: Ellen Kullman, DuPont, $13.1 million, down 1 percent

Ellen Kullman, chairman and chief executive officer of DuPont Co.
Tomohiro Ohsumi | Bloomberg | Getty Images

Kullman spent much of last year fending off an attempt by activist investor Nelson Peltz to gain more influence over the 212-year-old chemical company. She prevailed in May this year after shareholders voted against his campaign. But the fight showed that DuPont needed to do a better job of explaining its transformation from a traditional chemical maker to a faster-growing company focused on agricultural products and advanced materials, she said.

No. 9: Irene Rosenfeld, Mondelez International, $15.9 million, up 14 percent

Irene Rosenfeld, chief executive officer of Kraft Foods Inc.
Jin Lee | Bloomberg | Getty Images

The maker of Oreo cookies, Cadbury chocolate and Trident gum raised Rosenfeld's overall pay by 14 percent last year. Shareholders didn't fare as well. Mondelez International's stock rose 3 percent, compared with a gain of 11.4 percent for the broader stock market.

No. 8: Patricia Woertz, Archer Daniels Midland, $16.3 million, up 138 percent

Patricia Woertz, chief executive officer of Archer Daniels Midland Co.
Scott Eelis | Bloomberg | Getty Images

Woertz's near nine-year tenure as CEO of Archer Daniels Midland ended in December, though she still holds the position of chairman at ADM, which makes vegetable oil, ethanol and ingredients used in packaged foods and drinks. Her compensation included $501,560 for relocation expenses after ADM moved its global headquarters to Chicago from Decatur, Illinois.

No. 7: Marillyn Hewson, Lockheed Martin, $17.9 million, up 13 percent

Marillyn Hewson, chairman, president and chief executive officer of Lockheed Martin Corp.
Simon Dawson | Bloomberg | Getty Images

Hewson is a 32-year veteran at Lockheed Martin and the second chief executive at a defense company to top the list of best-paid female CEOs. Her pay award increased as the company's earnings rose. Lockheed's stock also gained nearly 30 percent.

No. 6: Virginia Rometty, IBM, $17.9 million, up 28 percent

Ginni Rometty, CEO of IBM
Adam Jeffery | CNBC

The IBM boss was awarded a $3.6 million bonus for her performance last year, even though the company's sales and profits declined. Her overall pay jumped from 2013, when Rometty and other top executives did not take bonuses after IBM turned in disappointing results.

No. 5: Phebe Novakovic, General Dynamics, $19 million, up 1 percent

Phebe Novakovic, chairman and chief executive of General Dynamics Corp.
Stephanie Green | Bloomberg | Getty Images

Novakovic was a senior executive at General Dynamics for more than a decade before she was promoted to the top job in January 2013. Since she took the position, the defense contractor's stock has doubled as it has increased dividend payouts and boosted stock buybacks.

No. 4: Indra Nooyi, PepsiCo, $19.1 million, up 45 percent

Indra Nooyi, CEO of PepsiCo.
Adam Jeffery | CNBC

PepsiCo, which makes Frito-Lay snacks, Gatorade sports drinks and Quaker oatmeal, has improved its performance by raising prices and slashing costs. The company's earnings were hit this year by currency volatility in countries like Russia and Bolivia, but this was offset by growth at Frito-Lay North America, which makes snacks such as Doritos, Cheetos and Tostitos.

No. 3: Margaret Whitman, Hewlett-Packard, $19.6 million, up 11 percent

Meg Whitman, CEO of Hewlett-Packard
Getty Images

When Whitman rejoined HP in 2011, the company's board established an initial salary of $1 a year. For 2014, the board decided it was time to raise the salary portion of her pay package to make it consistent with her peers at similar technology companies. Her base salary increased to $1.5 million.

No. 2: Carol Meyrowitz, TJX Companies, $23.3 million, up 13 percent

Carol Meyrowitz is the president, Chief Executive Officer, and director of TJX Companies
Essdras M. Suarez | The Boston Globe | Getty Images

Meyrowitz has led the parent company of T.J. Maxx, Marshalls and other stores, since January 2007. For the year that ended in January, the company reported profit of $2.22 billion on revenue of $29.08 billion. The company said in February that it would lift hourly wages for its employees. Workers that have been employed for six months or more will earn at least $10 an hour.

No. 1: Marissa Mayer, Yahoo, $42.1 million, up 69 percent

Yahoo! President and CEO Marissa Mayer delivers a keynote address at the 2014 International CES in Las Vegas, Jan. 7, 2014.
Getty Images

Yahoo's stock price has climbed 177 percent since the technology company hired Mayer from Google in July 2012. That compares with a gain of 76 percent for the tech-focused Nasdaq over the same time. Earnings jumped at Yahoo last year after it raised $9.5 billion by selling part of its stake in Alibaba, the Chinese e-commerce site owner