Novak Djokovic Image Credit: AFP

Indian Wells: It was a tough day for seeded players at the BNP Paribas Open on Tuesday, with Novak Djokovic and Naomi Osaka, the world’s top-ranked players, ushered out in the desert.

Djokovic and Philipp Kohlschreiber resumed their third-round match that was suspended because of rain a night earlier. The unseeded German knocked off the five-time tournament champion 6-4, 6-4.

Osaka lost to Belinda Bencic 6-3, 6-1 in just over an hour in the fourth round of the first title defence of her career.

“She sort of came out there really aggressive,” Osaka said. “She sort of knew what she wanted to do more than me.”

The bottom half of the men’s draw still includes No. 2 seed Rafael Nadal and fourth-seeded Roger Federer, both of whom breezed to victory.

Nadal eased by 25th-seeded Diego Schwartzman 6-3, 6-1, while Federer defeated Swiss countryman Stan Wawrinka 6-3, 6-4.

“Overall it’s not been easy playing Stan,” Federer said. “He feels the same way, so that’s very awkward sometimes.”

Also ousted were No. 6 Kei Nishikori, No. 10 Marin Cilic and No. 14 Daniil Medvedev.

In women’s fourth-round matches, No. 2 Simona Halep lost to Marketa Vondrousova 6-2, 3-6, 6-2 and No. 7 Kiki Bertens was beaten by 20th-seeded Garbine Muguruza 5-7, 6-1, 6-4.

Venus Williams reached the quarter-finals with a 6-4, 6-4 win over Mona Barthel.