Here some top rated movies similar to Blue Valentine:
2046(2004)
Rating: 7.2 Genre:Drama, Science Fiction, Romance
Cast: Tony Leung Chiu-wai, Gong Li, Faye Wong, Takuya Kimura, Zhang Ziyi, Carina Lau, Chang Chen, Dong Jie, Maggie Cheung
Blue Is the Warmest Color(2013)
Rating: 7.1 Genre:Romance, Drama
Cast: Adèle Exarchopoulos, Léa Seydoux, Salim Kechiouche, Aurélien Recoing, Catherine Salée, Benjamin Siksou, Mona Walravens, Jérémie Laheurte, Alma Jodorowsky
Head-On(2004)
Rating: 7.4 Genre:Drama, Romance
Cast: Birol Ünel, Sibel Kekilli, Catrin Striebeck, Güven Kıraç, Meltem Cumbul, Stefan Gebelhoff, Demir Gökgöl, Cem Akin, Aysel Iscan
Casablanca(1942)
Rating: 8.2 Genre:Drama, Romance
Cast: Humphrey Bogart, Ingrid Bergman, Paul Henreid, Claude Rains, Conrad Veidt, Sydney Greenstreet, Peter Lorre, S.Z. Sakall, Madeleine Lebeau
A Walk to Remember(2002)
Rating: 7.7 Genre:Drama, Romance
Cast: Mandy Moore, Shane West, Peter Coyote, Daryl Hannah, Lauren German, Clayne Crawford, Paz de la Huerta, Matt Lutz, Al Thompson
Room in Rome(2010)
Rating: 6.4 Genre:Drama, Romance
Cast: Elena Anaya, Natasha Yarovenko, Enrico Lo Verso, Najwa Nimri, Ander Malles, Laura Meizoso
The Virgin Suicides(1999)
Rating: 7.1 Genre:Drama, Romance
Cast: Kirsten Dunst, Josh Hartnett, James Woods, Kathleen Turner, Michael Paré, Scott Glenn, Danny DeVito, A.J. Cook, Hanna Hall
Only Yesterday(1991)
Rating: 7.3 Genre:Animation, Drama, Romance
Cast: Miki Imai, Toshirō Yanagiba, Yoko Honna, Mayumi Iizuka, Masahiro Itou, Chie Kitagawa, Yoshimasa Kondo, Yuuki Masuda, Yuki Minowa
Good Luck to You, Leo Grande(2022)
Rating: 6.9 Genre:Comedy, Romance, Drama
Cast: Emma Thompson, Daryl McCormack, Isabella Laughland, Les Mabaleka, Lennie Beare, Carina Lopes, Charlotte Ware
Secretary(2002)
Rating: 6.8 Genre:Comedy, Drama, Romance
Cast: Maggie Gyllenhaal, James Spader, Jeremy Davies, Lesley Ann Warren, Stephen McHattie, Amy Locane, Patrick Bauchau, Jessica Tuck, Oz Perkins
Allied(2016)
Rating: 6.8 Genre:Action, Drama, War, Romance, Thriller
Cast: Brad Pitt, Marion Cotillard, Jared Harris, Simon McBurney, Lizzy Caplan, Daniel Betts, Matthew Goode, Camille Cottin, August Diehl
Flashdance(1983)
Rating: 6.5 Genre:Drama, Romance
Cast: Jennifer Beals, Michael Nouri, Sunny Johnson, Kyle T. Heffner, Cynthia Rhodes, Lee Ving, Ron Karabatsos, Lilia Skala, Philip Bruns
Cabaret(1972)
Rating: 7.4 Genre:Music, Drama, Romance
Cast: Liza Minnelli, Michael York, Helmut Griem, Joel Grey, Fritz Wepper, Marisa Berenson, Elisabeth Neumann-Viertel, Helen Vita, Sigrid von Richthofen
Flavors of Youth(2018)
Rating: 6.8 Genre:Animation, Romance, Drama
Cast: Taito Ban, Mariya Ise, Minako Kotobuki, Haruka Shiraishi, Hiroki Yasumoto, Takeo Otsuka, Ikumi Hasegawa
Meet Joe Black(1998)
Rating: 7.2 Genre:Fantasy, Drama, Romance
Cast: Brad Pitt, Anthony Hopkins, Claire Forlani, Jake Weber, Marcia Gay Harden, Jeffrey Tambor, June Squibb, Gene Canfield, Suzanne Hevner
Safety Not Guaranteed(2012)
Rating: 6.8 Genre:Comedy, Romance, Science Fiction, Drama
Cast: Aubrey Plaza, Mark Duplass, Jake Johnson, Karan Soni, Jenica Bergere, Kristen Bell, Jeff Garlin, Mary Lynn Rajskub, William Hall Jr.
Closer(2004)
Rating: 6.8 Genre:Drama, Romance
Cast: Julia Roberts, Jude Law, Natalie Portman, Clive Owen, Colin Stinton, Nick Hobbs, Steve Benham, Elizabeth Bower, Ray Donn
The Promise(2016)
Rating: 7 Genre:History, Romance, Drama
Cast: Oscar Isaac, Charlotte Le Bon, Christian Bale, Daniel Giménez Cacho, Tom Hollander, Shohreh Aghdashloo, Rade Šerbedžija, Marwan Kenzari, Angela Sarafyan
La La Land(2016)
Rating: 7.9 Genre:Comedy, Drama, Romance, Music
Cast: Ryan Gosling, Emma Stone, John Legend, Rosemarie DeWitt, J.K. Simmons, Amiée Conn, Terry Walters, Thom Shelton, Cinda Adams
Bones and All(2022)
Rating: 7.4 Genre:Drama, Horror, Romance
Cast: Taylor Russell, Timothée Chalamet, Mark Rylance, Anna Cobb, André Holland, Michael Stuhlbarg, David Gordon Green, Jessica Harper, Chloë Sevigny
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