Barkha Singh: 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 Kibum
   93.5%

   z 5.50
2. 2
   Sara Arjun
   93.2%

   z 5.44
3. 3
   Parvati Nair
   92.7%

   z 5.34
4. 4
   Sonal Monteiro
   90.9%

   z 5.01
5. 5
   Amritha Aiyer
   87%

   z 4.59
6. 6
   Lakshmi Menon
   85.9%

   z 4.50
7. 7
   Mumtaj
   85%

   z 4.42
8. 8
   Aindrita Ray
   84.5%

   z 4.39
9. 9
   An Yu Ching
   83.8%

   z 4.32
10. 10
    Gabriela Andrada
    83%

    z 4.26
11. 11
    Varsha Bollamma
    80.5%

    z 4.06
12. 12
    Nik Dodani
    80.1%

    z 4.03
13. 13
    Sonarika Bhadoria
    77.3%

    z 3.99
14. 14
    Rich Brian
    71.2%

    z 3.92
15. 15
    Peter Illmann
    70.6%

    z 3.91
16. 16
    Han So-hee
    66.8%

    z 3.87
17. 17
    Pranitha Subhash
    62%

    z 3.82
18. 18
    Madhu Shalini
    60.7%

    z 3.81
19. 19
    Radhika Apte
    57.7%

    z 3.77
20. 20
    Bandō Tamasaburō V
    57.6%

    z 3.77
21. 21
    Deeksha Seth
    50.1%

    z 3.69
22. 22
    Siena Agudong
    49.6%

    z 3.68
23. 23
    Lakshmi Manchu
    48.4%

    z 3.67
24. 24
    Yūki Kaneko
    47.9%

    z 3.66
25. 25
    Nayanthara
    47.6%

    z 3.64
26. 26
    Daisy Shah
    47.6%

    z 3.64
27. 27
    Cree Cicchino
    47.2%

    z 3.61
28. 28
    Funky Kato
    46.5%

    z 3.57
29. 29
    Fukasaku Jesús
    46.2%

    z 3.55
30. 30
    Kumi Mizuno
    46%

    z 3.54
31. 31
    Rani Chatterjee
    46%

    z 3.54
32. 32
    William Boyd
    45.3%

    z 3.49
33. 33
    Julia Montes
    45.1%

    z 3.48
34. 34
    Moon Moon Sen
    44.4%

    z 3.43
35. 35
    Cress Williams
    44.1%

    z 3.41
36. 36
    Moeka Sasaki
    43.7%

    z 3.39
37. 37
    Minako Inoue
    43.7%

    z 3.39
38. 38
    Joo Hyun-young
    43.5%

    z 3.37
39. 39
    Derrick Williams
    43.4%

    z 3.37
40. 40
    Panward Hemmanee
    43.2%

    z 3.36
41. 41
    Usha Mangeshkar
    43.2%

    z 3.36
42. 42
    Tanuja
    43.1%

    z 3.35
43. 43
    Anahita Afshar
    43.1%

    z 3.35
44. 44
    Anushka Sen
    42.9%

    z 3.34
45. 45
    David Oelhoffen
    42.8%

    z 3.33
46. 46
    Jaye P. Morgan
    42.5%

    z 3.31
47. 47
    Peter Graves
    42.5%

    z 3.31
48. 48
    Roxana Samadi
    42.3%

    z 3.30
49. 49
    Rina Yamato
    42.2%

    z 3.29
50. 50
    Machiko Kyō
    42.1%

    z 3.29