Arshi Khan: 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
   Madonna Sebastian
   82%

   z 4.18
2. 2
   Siti Nordiana
   79.9%

   z 4.02
3. 3
   Swastika Mukherjee
   73%

   z 3.94
4. 4
   Cheryl James
   72.9%

   z 3.94
5. 5
   Daniel Waters
   67.1%

   z 3.88
6. 6
   Wayne Lai
   55.4%

   z 3.75
7. 7
   Kenya Moore
   52.7%

   z 3.72
8. 8
   Khushbu Sundar
   48.8%

   z 3.68
9. 9
   Dennis To
   46.6%

   z 3.57
10. 10
    Priyanka Bhardwaj
    45.5%

    z 3.51
11. 11
    Choi Moon-ju
    45.5%

    z 3.50
12. 12
    Esperanza Spalding
    45.4%

    z 3.50
13. 13
    Maria McKee
    45.3%

    z 3.49
14. 14
    Nigaar Khan
    45.3%

    z 3.49
15. 15
    Simran
    45.1%

    z 3.48
16. 16
    Aitana
    45%

    z 3.47
17. 17
    Marcus Chang
    44.8%

    z 3.46
18. 18
    Sadha
    44.8%

    z 3.46
19. 19
    Geeta Dutt
    44.6%

    z 3.45
20. 20
    Ayumi Ishida
    44.4%

    z 3.44
21. 21
    Ann Winslow
    44.3%

    z 3.43
22. 22
    Sydney Lemmon
    44.2%

    z 3.42
23. 23
    Juri Takahashi
    44%

    z 3.40
24. 24
    Emily Wickersham
    43.4%

    z 3.37
25. 25
    Rinke Khanna
    43.2%

    z 3.36
26. 26
    Natalia Dyer
    43%

    z 3.34
27. 27
    Ok Taec-yeon
    42.9%

    z 3.34
28. 28
    Reem Sheikh
    42.8%

    z 3.33
29. 29
    Junko Minagawa
    42.8%

    z 3.33
30. 30
    Eleonora Giorgi
    42.7%

    z 3.33
31. 31
    Pimchanok Luevisadpaibul
    42.5%

    z 3.31
32. 32
    Jeffrey Pierce
    42.5%

    z 3.31
33. 33
    Madhu Shalini
    42.5%

    z 3.31
34. 34
    Gauahar Khan
    42.2%

    z 3.29
35. 35
    Sriti Jha
    41.9%

    z 3.27
36. 36
    Jesper Lindstrøm
    41.6%

    z 3.25
37. 37
    Mallika Singh
    41.1%

    z 3.22
38. 38
    Zhao Jiamin
    41%

    z 3.21
39. 39
    Ruth Slenczynska
    40.7%

    z 3.20
40. 40
    Sammy Kershaw
    40.7%

    z 3.20
41. 41
    Kristen Stewart
    40.5%

    z 3.18
42. 42
    Matt Damon
    40.4%

    z 3.18
43. 43
    Risa Otoshima
    40.4%

    z 3.17
44. 44
    Dafna Armoni
    39.6%

    z 3.12
45. 45
    Surbhi Chandna
    39.5%

    z 3.12
46. 46
    Tom Arnold
    39.5%

    z 3.12
47. 47
    Azumi Inoue
    39.5%

    z 3.12
48. 48
    Akira Ifukube
    39.5%

    z 3.11
49. 49
    Don Haskins
    39.2%

    z 3.09
50. 50
    Davey Boy Smith
    38.6%

    z 3.06