Sonal Chauhan: 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
   Hina Khan
   90.2%

   z 4.87
2. 2
   Tecla Insolia
   84.6%

   z 4.39
3. 3
   Nimrat Kaur
   84%

   z 4.34
4. 4
   Dinesh Sudarshan Soi
   83.9%

   z 4.33
5. 5
   Liang Wenbo
   83.2%

   z 4.28
6. 6
   Ushna Shah
   82.7%

   z 4.23
7. 7
   Anuradha Mehta
   82%

   z 4.18
8. 8
   Wrenn Schmidt
   81.8%

   z 4.16
9. 9
   Sameera Reddy
   81.6%

   z 4.14
10. 10
    Geeta Basra
    80.6%

    z 4.07
11. 11
    Malaika Arora
    80.4%

    z 4.05
12. 12
    Meena Kumari
    79.5%

    z 4.01
13. 13
    Geraldine Viswanathan
    78.6%

    z 4.00
14. 14
    Priyanka Arul Mohan
    71.3%

    z 3.92
15. 15
    Rhea Chakraborty
    69%

    z 3.90
16. 16
    Aparna Das
    68.1%

    z 3.89
17. 17
    Nia Sharma
    66.4%

    z 3.87
18. 18
    Samyuktha
    60.4%

    z 3.80
19. 19
    Kirti Kulhari
    50.4%

    z 3.69
20. 20
    Archita Sahu
    49.4%

    z 3.68
21. 21
    Mía Maestro
    47.6%

    z 3.64
22. 22
    Kim Ji-seok
    47.5%

    z 3.63
23. 23
    Simran
    47.2%

    z 3.61
24. 24
    Katie Pavlich
    46.9%

    z 3.59
25. 25
    Nikita Thukral
    46.7%

    z 3.59
26. 26
    Deepti Sati
    46.3%

    z 3.56
27. 27
    Kavya Thapar
    46.1%

    z 3.54
28. 28
    Pia Mia
    45.9%

    z 3.53
29. 29
    Kaori Momoi
    45.9%

    z 3.53
30. 30
    Kogyeol
    45.4%

    z 3.50
31. 31
    Nithya Menen
    45.2%

    z 3.49
32. 32
    Kristie Lu Stout
    45.2%

    z 3.49
33. 33
    Tom Sturridge
    44.7%

    z 3.45
34. 34
    Becky Lynch
    44.6%

    z 3.45
35. 35
    Sharbani Mukherjee
    44.5%

    z 3.44
36. 36
    Shehnaaz Kaur Gill
    44.5%

    z 3.44
37. 37
    Jung Ga-ram
    44.5%

    z 3.44
38. 38
    Silvia Jato Nuñez
    44.5%

    z 3.44
39. 39
    Rebecca Ferguson
    44.2%

    z 3.42
40. 40
    Gauahar Khan
    44.1%

    z 3.41
41. 41
    Calvin Ridley
    44%

    z 3.41
42. 42
    Neena Gupta
    44%

    z 3.41
43. 43
    Kit Connor
    43.9%

    z 3.40
44. 44
    Carman Lee
    43.9%

    z 3.40
45. 45
    Chawarin Perdpiriyawong
    43.7%

    z 3.39
46. 46
    Jeetendra
    43.7%

    z 3.38
47. 47
    Nisha Aggarwal
    43.6%

    z 3.38
48. 48
    Gen Kimura
    43.4%

    z 3.37
49. 49
    Hélène Mercier-Arnault
    43.2%

    z 3.36
50. 50
    Andrea Jeremiah
    43.2%

    z 3.35