Cruise scores a Bond girl! Tom only has eyes for Olga Kurylenko on set of Oblivion

They had been staying somewhat under the radar filming sci-fi flick Oblivion in rural Baton Rouge.

But today Tom Cruise was the envy of all men as he put his movie romance on display with Bond girl Olga Kurylenko.

The on-screen couple were photographed holding hands in front of crowds outside the Empire State Building in New York City, completely oblivious to the bustling scenes around them.

Hanging with Tom: Olga beat out Olivia Wilde, Noomi Rapace, and Jessica Chastain for the role of Julia in action-adventure flick Oblivion, due out next April, with Tom Cruise

Hanging with Tom: Olga beat out Olivia Wilde, Noomi Rapace, and Jessica Chastain for the role of Julia in action-adventure flick Oblivion, due out next April, with Tom Cruise

The 32-year-old Ukrainian-born beauty, who gained international notoriety as Daniel Craig's Bond girl in 2008's Quantum Of Solace, looked tickled on set as the Mission Impossible star shot her an irresistible grin and reached for her hand while cameras rolled.

Extras scurried behind them dressed in business suits, but the actors only had eyes for each other.

The movie, directed by Joseph Kosinski, tells the tale of a future earth where the population has to live above the planet after aliens take over the land.

Actor Tom Cruise and Olga Kurylenko film "Oblivion" outside the Empire State Building in New York City, New York

Smitten: The actress looked tickled when Tom reached for her hand on the set

Actor Tom Cruise and Olga Kurylenko film "Oblivion" outside the Empire State Building in New York City, New York

For the cameras: Olga plays the actor's lover in the forthcoming movie about a future earth where the population has to live above the planet after aliens take over the land

Actor Tom Cruise and Olga Kurylenko film "Oblivion" outside the Empire State Building in New York City, New York

Committed to their roles: The actors were recently in Baton Rouge lensing the Joseph Kosinski film

To destroy alien drones, Tom's character must return to the planet and on one such trip he meets a mysterious woman who makes him question his life.

Kurylenko plays his lover, while the woman on the ground will be portrayed by W.E. beauty Andrea Riseborough.

Their shoot was cut short, however, as rain came in and the crew had to wrap for the day.

Sultry: Olga Kurylenko gained international notoriety as Daniel Craig's Bond girl in 2008's Quantum Of Solace

Sultry: Olga Kurylenko gained international notoriety as Daniel Craig's Bond girl in 2008's Quantum Of Solace

Tom had plenty of company nearby. He was joined in the city by his son, Connor, and daughter, Suri, who were pictured leaving their hotel in Manhattan, while wife Katie fulfilled promotional obligations in Beijing.

It's yet to emerge what the couple's adorable six-year-old, who was seen skipping along with her father yesterday, thinks of his latest movie role.

Tom recently revealed that his little girl was aghast when she saw him in leather trousers and eyeliner for his role as glam metal singer Stacee Jaxx in new movie musical Rock of Ages.

Tom Cruise on location for 'Oblivion' in NYC
Tom Cruise on location for 'Oblivion' in NYC

Drawing a crowd: Tom, 49, was all smiles on the set as extras and fans gathered around

Tom Cruise on location for 'Oblivion' in NYC

Ready for his close-up: A stylist adjusts the actor's jacket

Tom Cruise filming on the set of an unknown project at the foot of the Empire State Building on Tuesday

Ready to roll: Extras dressed in business suits bustled around the actor

The 49-year-old told Ryan Seacrest: 'When I had the eyeliner and the painted nails, she was a little taken aback by it. She was like, "What's happening to my dad?"

'I joke with friends because she goes to [mum Katie Holmes'] sets and there's hair and make-up and they're very nice.

'Suri comes to my sets and she's got to wear a hard helmet. There are explosions going off. Dad is bloody. He's bruised.'

June 12th 2012: Suri Cruise and Connor Cruise seen leaving downtown hotel in New York City

In good company: Tom was joined in the city by his six-year-old daughter, Suri, who was seen leaving the family's New York hotel today

June 12th 2012: Suri Cruise and Connor Cruise seen leaving downtown hotel in New York City, USA.

Big brother: Tom's son Connor was also spotted leaving the hotel

But he revealled Suri surprisingly changed tune, and ended up getting into the whole experience when she got over her dad's appearance.

He said: 'When she shows up on [that] set, she really likes the singing. And here I am with black nail polish and eyeliner. She kind of takes it all in. It's cool.'

Oblivion, also starring Morgan Freeman, Melissa Leo and Nikolaj Coster-Waldau, is slated for release in July, 2013.

Overseas: Tom's wife, Katie Holmes, is fulfilling duties as a promotional ambassador of Artistry on Ice in Beijing, where she was pictured speaking today

Overseas: Tom's wife, Katie Holmes, is fulfilling duties as a promotional ambassador of Artistry on Ice in Beijing, where she was pictured, left, speaking today

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