Top Rated "Romance" Titles
| Rank | Rating | Title | Votes |
| 1. | 8.7 | Casablanca (1942) | 218,878 |
| 2. | 8.7 | Rear Window (1954) | 162,931 |
| 3. | 8.7 | Forrest Gump (1994) | 481,687 |
| 4. | 8.6 | City Lights (1931) | 44,231 |
| 5. | 8.6 | North by Northwest (1959) | 121,718 |
| 6. | 8.5 | Modern Times (1936) | 55,147 |
| 7. | 8.5 | Vertigo (1958) | 122,946 |
| 8. | 8.5 | Amélie (2001) | 263,214 |
| 9. | 8.5 | WALL·E (2008) | 297,522 |
| 10. | 8.5 | Life Is Beautiful (1997) | 165,438 |
| 11. | 8.4 | Eternal Sunshine of the Spotless Mind (2004) | 322,112 |
| 12. | 8.4 | The Apartment (1960) | 52,638 |
| 13. | 8.4 | Singin' in the Rain (1952) | 75,248 |
| 14. | 8.4 | The General (1926) | 27,146 |
| 15. | 8.4 | Sunrise (1927) | 16,198 |
| 16. | 8.3 | Scenes from a Marriage (1973) | 6,732 |
| 17. | 8.3 | Rebecca (1940) | 47,053 |
| 18. | 8.3 | It Happened One Night (1934) | 33,769 |
| 19. | 8.3 | Children of Paradise (1945) | 9,409 |
| 20. | 8.3 | The Gold Rush (1925) | 30,468 |
| 21. | 8.3 | Safety Last! (1923) | 7,228 |
| 22. | 8.3 | The Big Parade (1925) | 3,205 |
| 23. | 8.3 | A Short Film About Love (1988) | 5,610 |
| 24. | 8.2 | The Best Years of Our Lives (1946) | 22,572 |
| 25. | 8.2 | Strangers on a Train (1951) | 47,989 |
| 26. | 8.2 | The Girl with the Red Scarf (1978) | 5,989 |
| 27. | 8.2 | The Artist (2011) | 67,079 |
| 28. | 8.2 | Notorious (1946) | 41,069 |
| 29. | 8.2 | The Wind (1928) | 3,038 |
| 30. | 8.2 | The Best of Youth (2003) | 10,514 |
| 31. | 8.2 | Nights of Cabiria (1957) | 16,218 |
| 32. | 8.2 | The Red Shoes (1948) | 11,629 |
| 33. | 8.2 | Annie Hall (1977) | 93,375 |
| 34. | 8.2 | Sullivan's Travels (1941) | 11,105 |
| 35. | 8.2 | The Heiress (1949) | 5,848 |
| 36. | 8.2 | Trouble in Paradise (1932) | 6,033 |
| 37. | 8.2 | Gone with the Wind (1939) | 112,002 |
| 38. | 8.1 | The Cranes are Flying (1957) | 5,562 |
| 39. | 8.1 | Ballad of a Soldier (1959) | 4,398 |
| 40. | 8.1 | Ben-Hur (1959) | 81,034 |
| 41. | 8.1 | To Be or Not to Be (1942) | 11,398 |
| 42. | 8.1 | Laura (1944) | 17,987 |
| 43. | 8.1 | Brief Encounter (1945) | 16,861 |
| 44. | 8.1 | Dodsworth (1936) | 4,256 |
| 45. | 8.1 | A Brighter Summer Day (1991) | 1,421 |
| 46. | 8.1 | The Graduate (1967) | 111,301 |
| 47. | 8.1 | Make Way for Tomorrow (1937) | 2,329 |
| 48. | 8.1 | A Moment to Remember (2004) | 5,692 |
| 49. | 8.1 | Groundhog Day (1993) | 205,086 |
| 50. | 8.1 | My Man Godfrey (1936) | 10,152 |
Bottom Rated "Romance" Titles
| Rank | Rating | Title | Votes |
| 1. | 1.4 | Xuxa Popstar (2000) | 617 |
| 2. | 1.4 | The Singing Forest (2003) | 407 |
| 3. | 1.5 | Dream Well (2009) | 3,648 |
| 4. | 1.5 | Flirting with Anthony (2005) | 283 |
| 5. | 1.5 | Ben & Arthur (2002) | 4,882 |
| 6. | 1.6 | HipHop Express (2010) | 62 |
| 7. | 1.6 | Colossus and the Headhunters (1963) | 372 |
| 8. | 1.6 | Just Another Romantic Wrestling Comedy (2006) | 391 |
| 9. | 1.6 | Maple Palm (2006) | 308 |
| 10. | 1.7 | From Justin to Kelly (2003) | 18,854 |
The formula for calculating the Top Rated 50 Titles gives a true Bayesian estimate:
weighted rating (WR) = (v ÷ (v+m)) × R + (m ÷ (v+m)) × C
where:
for the Top 50, only votes from regular voters are considered.
In order to appear in the Bottom 10 Titles chart the title must have received at least 1000 votes.
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