Travis Kelce leaves without Taylor Swift after pop star cheered him on during Chiefs win over Patriots at Gillette Stadium

Travis Kelce was seen leaving Gillette Stadium without girlfriend Taylor Swift on Sunday, as exclusive pictures from DailyMail.com show.

Kelce's Chiefs beat the Patriots 27-17 in New England to improve to 9-5 on the season.

And while Swift was in attendance to watch her beau, Kelce was not seen with his pop star girlfriend after the game as he boarded a team bus.

The tight end wore a baggy grey turtleneck sweater, khaki pants and sunglasses while holding a black duffel bag.

Kelce also held a pair of Gatorade bottles following his team's win.

It wasn't the tight end's best performance as he totaled five catches for just 28 yards.

His day also included an uncharacteristic drop in the endzone, which caused Swift to yell 'f***' in frustration.

 She also appeared to say 'I wanna see [the play] back.'

For a seventh time this season since the pair made their relationship public, Swift was in attendance to watch Kelce.

And she was joined by her dad Scott, who also made the trip up to the Boston area. 

Despite being a renowned Eagles fan, he appeared to be wearing a red Chiefs jersey for the occasion. 

Swift was also joined by close pals Alana Haim and Ashley Avignone.

Meanwhile, Mahomes tossed his helmet in frustration on Sunday after throwing an interception vs. the Patriots.

The Chiefs star was picked off by Marte Mapu with 6:57 left in the second quarter on a pass intended for Blake Bell.

Mahomes was once again left frustrated in the second when a pass intended for Kadarius Toney bounced off of the receiver's hands and was intercepted by Jahlani Tavai.

Nonetheless, Kansas City still managed to notch their ninth win of the season.