Novak Djokovic continued his bid to become the first man for more than 50 years to win all four Grand Slams in the same year ©Getty Images

World number one Novak Djokovic continued his search for a calendar Grand Slam with a victory against Japan’s Kei Nishikori in the third round of the US Open men’s singles, while women's number one Ashleigh Barty was eliminated in a huge upset.

Djokovic is looking to become the first man for more than 50 years to win all four of the men’s tennis majors in the same year, with no one since able to match Australian Rod Laver’s achievement from 1969.

The Serbian player had to recover from losing a tiebreak 7-4 in the first set to beat the 2014 US Open runner-up, going on to clinch the following three sets 6-3, 6-3, 6-2.

He will face the winner of the match between Russia’s 21st seed Aslan Karatsev and American wildcard entry Jenson Brooksby in the fourth round.

Wimbledon finalist and sixth seed Matteo Berrettini of Italy had to go the distance to beat Belarus’ Ilya Ivashka.

The world number 53 Ivashka won a tiebreak 7-5 in the first set, before Berrettini edged closer to progressing by taking the following two sets 6-2, 6-4.

Ivashka hit back by winning six games to Berrettini’s two in the fourth to force a deciding fifth, which the Italian clinched 6-3 after taking an early break.

Matteo Berrettini needed five sets to beat Ilya Ivashka ©Getty Images
Matteo Berrettini needed five sets to beat Ilya Ivashka ©Getty Images

Berrettini will take on Oscar Otte for a place in the quarter-final after the German became the third qualifier to reach the fourth round.

Otte overcame Italy’s Andreas Seppi 6-3, 6-4, 2-6, 7-5.

In a close five-set encounter between Italy’s 13th seed Jannik Sinner and France’s former US Open semi-finalist and 17th seed Gaël Monfils, it was 20-year-old Sinner who came out on top.

The Italian had taken a two-set lead, but was pegged back before recovering to secure a break in the first game of the fifth set which proved decisive.

Sinner triumphed 7-6, 6-2, 4-6, 4-6, 6-4.

The 20-year-old is set to face world number four Alexander Zverev following his victory over American Jack Sock.

Sock played a sensational opening set against the German but a leg injury prevented him from maintaining that level.

He was forced to retire during the fourth set, resulting in a 3-6, 6-2, 6-3, 2-1 win for the 2020 finalist.

Lloyd Harris stunned seventh seed Denis Shapovalov in straight sets to reach the first major round of 16 in his career.

The South African won 6-4, 6-4, 6-4 and has been drawn against home player Reilly Opelka in the next round.

The 6' 11" American smashed 21 aces past Georgia's Nikoloz Basilashvili in a crushing 7-6, 6-3, 6-4 win.

The fourth round is scheduled to begin tomorrow, with world number two Daniil Medvedev of Russia taking on Britain’s 24th seed Dan Evans in what looks one of the highlights of the draw.

In the women’s singles, there was an incredible upset at Flushing Meadows as world number one Ashleigh Barty of Australia lost to American Shelby Rogers in front of a raucous crowd.

The Wimbledon champion held a 5-2 lead in the final set and twice served for the match but home favourite Rogers battled her way back into contention.

The world number 43 then came through the resulting tie-break to stun the top seed 6-2, 1-6, 7-6.

Emma Raducanu is the only qualifier to reach the fourth round of the women's singles as she dropped only one game against Spain's Sara Sorribes Tormo ©Getty Images
Emma Raducanu is the only qualifier to reach the fourth round of the women's singles as she dropped only one game against Spain's Sara Sorribes Tormo ©Getty Images

The 2019 US Open champion Bianca Andreescu eased through to the fourth round in just one hour and eight minutes with a straight sets 6-1, 6-2 win against Belgium’s Greet Minnen.

The Canadian will face Greece’s Maria Sakkari in the next round after she upset the Czech Republic's two-time Grand Slam winner Petra Kvitová with a 6-4, 6-3 victory.

Seventh seed Iga Świątek of Poland triumphed in a close match against Estonia’s Anett Kontaveit 6-3, 4-6, 6-3.

Świątek will face Switzerland’s women’s singles Olympic champion and the 11th seed Belinda Bencic after she overcame American Jessica Pegula 6-2, 6-4.

Britain’s Raducanu is the only qualifier to make the fourth round as the 18-year-old continued her fine form from Wimbledon, where she reached the last 16 as a wildcard entry.

Raducanu dropped just one game as she knocked out Sorribes Tormo 6-0, 6-1 in one of the stories of the round.

Russia's Anastasia Pavlyuchenkova eased through to the next round against compatriot Varvara Gracheva 6-1, 6-4

The fourth round starts tomorrow, with Belarus’ world number two Aryna Sabalenka playing Belgium’s Elise Mertens and Ukraine’s fifth seed Elina Svitolina taking on Romania’s 12th seed Simona Halep.