Bimal Roy: raw computed results

The raw ranking from the production similarity calculation (face-embedding centroid cosine → gender-cohort z-normalization). The web-opinion crown, curation, and fusion re-rank are removed.

1. 1
   Victoria Monét
   82.6%

   z 4.23
2. 2
   Sabu Dastagir
   81.6%

   z 4.15
3. 3
   Keisuke Kinoshita
   72.6%

   z 3.94
4. 4
   Adriana Paz
   58.9%

   z 3.79
5. 5
   Nobuaki Nidegawa
   49.1%

   z 3.68
6. 6
   Carmen McRae
   48.5%

   z 3.67
7. 7
   Sushar Manaying
   47%

   z 3.60
8. 8
   Yukhym Berezin
   46.6%

   z 3.57
9. 9
   Erwin Arnada
   46%

   z 3.54
10. 10
    Mamukkoya
    45.7%

    z 3.52
11. 11
    Umashree
    45.7%

    z 3.52
12. 12
    Anntonia Porsild
    45.6%

    z 3.51
13. 13
    Jenny Cheng
    45.2%

    z 3.48
14. 14
    Abdelmajid Ghelala
    45.1%

    z 3.48
15. 15
    Kim Rhode
    45.1%

    z 3.48
16. 16
    Rasim Balayev
    44.8%

    z 3.46
17. 17
    Megu Sakuragawa
    44.7%

    z 3.45
18. 18
    Kerry Condon
    44.6%

    z 3.45
19. 19
    Polina Gagarina
    44.6%

    z 3.44
20. 20
    Sashadhar Mukherjee
    44.2%

    z 3.42
21. 21
    Carrie Nye
    43.5%

    z 3.38
22. 22
    Udhayanidhi Stalin
    43.2%

    z 3.35
23. 23
    Buck Owens
    43.1%

    z 3.35
24. 24
    Vanessa Williams
    42.9%

    z 3.34
25. 25
    Lexa Gates
    42.6%

    z 3.32
26. 26
    Khushi Kapoor
    42.5%

    z 3.31
27. 27
    Beauty Gonzalez
    42.5%

    z 3.31
28. 28
    Reed Garrett
    42.4%

    z 3.31
29. 29
    Jun Matsumoto
    42.3%

    z 3.30
30. 30
    Deacon Jones
    42.3%

    z 3.30
31. 31
    Rise Shiokawa
    41.9%

    z 3.27
32. 32
    Liza Koshy
    40.9%

    z 3.21
33. 33
    Gladys Li
    40.7%

    z 3.20
34. 34
    Sanae Takasugi
    40.3%

    z 3.17
35. 35
    Barbara Sukowa
    40.3%

    z 3.16
36. 36
    Kaifi Azmi
    40%

    z 3.15
37. 37
    L. Ron Hubbard
    39.8%

    z 3.13
38. 38
    Hiroshi Shimizu
    39.8%

    z 3.13
39. 39
    Helen
    39.6%

    z 3.12
40. 40
    Mirai Nagasu
    39.5%

    z 3.12
41. 41
    Mirin Furukawa
    39.5%

    z 3.11
42. 42
    Chelo Alonso
    39.4%

    z 3.11
43. 43
    Johnny Bench
    39.1%

    z 3.09
44. 44
    Nitanshi Goel
    39%

    z 3.09
45. 45
    Sachio Semmoto
    39%

    z 3.08
46. 46
    Yul Brynner
    39%

    z 3.08
47. 47
    Pedro Angulo
    38.8%

    z 3.07
48. 48
    Aliyah's Interlude
    38.7%

    z 3.06
49. 49
    Nancy Kwan
    38.6%

    z 3.06
50. 50
    Pankaj Mullick
    38.6%

    z 3.06