The Sussex band are at number one in the album chart with Night Train.
The album chart saw the return of Paul Simon's Graceland at number 10, 25 years after its release.
BBC: Gary Barlow's Jubilee songs top single and album charts
Murs' latest album, Right Place Right Time, was also in second place in the album chart this week.
"Nine Types of Light" and 2008's "Dear Science " each peaked at No. 12 on the Billboard 200 album chart.
Grammy award-winning singer Michael Buble topped the album chart with his third UK number one record in a row, To Be Loved.
BBC: Rudimental tops UK singles chart with Waiting All Night
On the album chart, there was only one new entry in the top 20 - Walk With Me, by Jamelia, at 20.
Rock veterans Deep Purple and The Eagles also made the album chart.
American rock band Fall Out Boy entered at number two in the album chart with with their fifth record, Save Rock And Roll.
BBC: Rudimental tops UK singles chart with Waiting All Night
On the album chart, "Abbey Road" led all other Beatles releases at No. 12, followed by "The White Album" and the box set.
In the album chart, Orson made their debut at number one with Bright Idea, relegating the Red Hot Chili Peppers to second spot.
It debuted at number one on the Billboard Album Chart and received positive reviews from the Los Angeles and the New York Times.
How "Nevermind" killed hair metal and unseated Michael Jackson -- the old guard -- from the top of the Billboard album chart.
The Highlights edition, which has 20 tracks in all, currently tops the UK album chart and is the fastest-selling album in the UK this year.
Meanwhile, Rihanna has gone straight to the top of the album chart with Unapologetic, which has become her third number one album in three years.
And she recalls her third album's debut last month at No. 3 on the Billboard album chart -- a career high -- with genuine surprise.
The soundtrack to the Hollywood blockbuster Les Miserables climbed up two places in the album chart from five to three, while Ben Howard's Every Kingdom stayed at four.
Nick Cave And The Bad Seeds were in at number three with their 15th studio album Push the Sky Away, their highest position so far in the album chart.
Irish group Westlife stayed put at number two in the singles chart with You Raise Me Up and their Face To Face dropped to three in the album chart.
The band's 1977 album Rumours re-entered the UK album chart on Sunday at number three after a special deluxe edition was released to mark the 35th anniversary of it topping the UK charts.
Williams' contemporary, Kylie Minogue, failed to take the number one spot in the album chart, with her album The Abbey Road Sessions settling for second place behind DJ and songwriter Calvin Harris, with 18 Months.
In the album chart, greatest hits collections from Neil Diamond and Girls Aloud scored new entries at eight and nine respectively, while a new recording of Jeff Wayne's War Of The Worlds landed at 13.
New entries in the album chart were dominated by music veterans, with Dexys, formerly Dexy's Midnight Runners, entering the chart at number 13 with One Day I'm Going to Soar, 32 years after their first album charted.
BBC: Gary Barlow's Jubilee songs top single and album charts
New entries in the album chart include The Voice singer Bo Bruce, who entered at 11 with Before I Sleep, while boy band Blue, were at 13 with Roulette and Seasick Steve was just one behind at 14 with Hubcap Music.
They've scored starring roles in the Disney Channel flick Camp Rock, hit the road for a sold-out concert tour and released a chart-topping album--A Little Bit Longer.
The album sold 94, 000 copies this week, according to the Official Chart Company, outselling the number two album from Bon Jovi two to one.
Jamie Foxx won an Academy Award for his portrayal of musician Ray Charles, and then went on to release the chart-topping Intuition, his third album.
It took one year from release for the album to reach a high of No. 2 on the Billboard chart.
That album later rose to number one, giving the soul singer her first UK chart-topper.
Following his back-to-back collaborations with Rick Rubin (2005's 12 Songs and 2008's chart-topping Home Before Dark), Diamond has released a Christmas album, which included three original tunes, and the covers collection Dreams.
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