1.”Good Time” (2017) – 92%: A gritty crime thriller that showcases Pattinson’s exceptional range as he plays a bank robber trying to evade capture.

2.”The Lighthouse” (2019) – 90%: A psychological horror in which Pattinson stars opposite Willem Dafoe, depicting the tension between two lighthouse keepers stranded on a remote island.

3.”High Life” (2018) – 82%: An ambitious science fiction film about a group of criminals sent on a mission to explore a black hole, featuring Pattinson in a lead role.

4.”The Lost City of Z” (2016) – 86%: Pattinson takes on a supporting role in this historical biopic about British explorer Percy Fawcett’s journey to find an ancient lost city.

5.”Tenet” (2020) – 70%: Christopher Nolan’s time-bending espionage thriller with Pattinson playing a prominent character who helps unfold the complex narrative.

6.”Cosmopolis” (2012) – 65%: A daring adaptation of Don DeLillo’s novel, with Pattinson portraying a billionaire asset manager on an odyssey across Manhattan.

7.”Maps to the Stars” (2014) – 60%: A satirical drama focused on Hollywood excess where Pattinson plays a limo driver and aspiring actor.

8.”Water for Elephants” (2011) – 60%: Set during the Great Depression, Pattinson joins Reese Witherspoon in this romance centered around a traveling circus.

9.”The Childhood of a Leader” (2015) – 89%: In this historical drama, Pattinson assumes multiple roles, including that of Charles Marker and an older version of the main character.

10″Remember Me” (2010) – 28%: A romantic drama starring Pattinson as a young man dealing with trauma and family issues in New York City.

11.”Damsel” (2018) – 69%: A western comedy featuring Pattinson as Samuel Alabaster, an affluent pioneer venturing across the American frontier.

12″The Rover” (2014) – 66%: A post-apocalyptic drama set in Australia featuring Pattinson as a simple-minded drifter who gets caught up in the pursuit of dangerous men.

13.”Bel Ami” (2012) – 45%: An adaptation of Guy de Maupassant’s novel set in 19th-century Paris where Pattinson plays an ambitious young man who ascends the social ladder by manipulating wealthy women.

14.”Life” (2015) – 63%: This biographical drama sees Pattinson as photographer Dennis Stock, who forms an unlikely friendship with actor James Dean during a photo assignment for Life magazine.

15.”Queen of the Desert” (2015) – 20%: A biographical dramatic film where Robert Pattinson stars as T.E. Lawrence alongside Nicole Kidman’s portrayal of Gertrude Bell, focusing on Bell’s life as an explorer and political attaché in the Middle East.

(Note: The Rotten Tomatoes scores are likely to change over time; therefore, these rankings are subject to change based on score fluctuations.)