Reham Abdel Ghafour: 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
   Kim Dong-wan
   83.3%

   z 4.28
2. 2
   Angela Gheorghiu
   83.2%

   z 4.27
3. 3
   Anicée Alvina
   82.7%

   z 4.24
4. 4
   Hend Rostom
   81.9%

   z 4.17
5. 5
   Kangana Ranaut
   71.7%

   z 3.93
6. 6
   Giuliana Rancic
   70.4%

   z 3.91
7. 7
   Feride Çetin
   69.5%

   z 3.90
8. 8
   Manuela Vellés
   61.8%

   z 3.82
9. 9
   Martine McCutcheon
   57.6%

   z 3.77
10. 10
    Cat Power
    56.3%

    z 3.76
11. 11
    Charlotte Church
    56%

    z 3.75
12. 12
    Veena Malik
    55.9%

    z 3.75
13. 13
    Jessie Murph
    55.7%

    z 3.75
14. 14
    Noemi Santiago
    55%

    z 3.74
15. 15
    Maite Perroni
    54.8%

    z 3.74
16. 16
    Zuzana Vejvodová
    54.2%

    z 3.73
17. 17
    Julia Volkova
    51.7%

    z 3.71
18. 18
    Divya Khosla Kumar
    50.6%

    z 3.69
19. 19
    Rahul Bhat
    49.2%

    z 3.68
20. 20
    Nauheed Cyrusi
    47.8%

    z 3.65
21. 21
    Alex Hirsch
    47.3%

    z 3.62
22. 22
    Mahima Chaudhry
    47.3%

    z 3.62
23. 23
    Robert Clotworthy
    47.1%

    z 3.61
24. 24
    Akihiro Kakuta
    46.9%

    z 3.60
25. 25
    Tyler Oakley
    46.7%

    z 3.58
26. 26
    Wendy Raquel Robinson
    46.5%

    z 3.57
27. 27
    Tinka Kurti
    46.4%

    z 3.56
28. 28
    Ana Mena
    46.4%

    z 3.56
29. 29
    Sana Khan
    45.7%

    z 3.52
30. 30
    Evelyn Sharma
    45.4%

    z 3.50
31. 31
    Shenae Grimes
    45.4%

    z 3.50
32. 32
    Sarah Bonnici
    45.1%

    z 3.48
33. 33
    Maya Ali
    44.9%

    z 3.47
34. 34
    Laura Nativo
    44.8%

    z 3.46
35. 35
    Kulraj Randhawa
    44.7%

    z 3.45
36. 36
    Mike Sullivan
    44.5%

    z 3.44
37. 37
    Xiao Dejun
    44.4%

    z 3.43
38. 38
    Ileana Cotrubaș
    44.3%

    z 3.43
39. 39
    Yuma Fukumoto
    44.3%

    z 3.43
40. 40
    Helene Stanton
    44.2%

    z 3.42
41. 41
    Cher Lloyd
    44%

    z 3.41
42. 42
    Candice Chiu
    44%

    z 3.41
43. 43
    Michelle Keegan
    44%

    z 3.40
44. 44
    Tyga
    43.9%

    z 3.40
45. 45
    Jennifer Tilly
    43.6%

    z 3.38
46. 46
    Ted Dwane
    43.5%

    z 3.38
47. 47
    Nawapol Thamrongrattanarit
    43.3%

    z 3.36
48. 48
    Yana Gupta
    43.2%

    z 3.36
49. 49
    Zhang Ziyi
    43.1%

    z 3.35
50. 50
    Maryse Mizanin
    42.6%

    z 3.32