Fatima Sana Shaikh: 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
   Vaani Kapoor
   98.3%

   z 6.39
2. 2
   Pragya Yadav
   90.1%

   z 4.86
3. 3
   Anuradha Mehta
   83.4%

   z 4.29
4. 4
   Vidya Balan
   82.4%

   z 4.21
5. 5
   Akshaye Khanna
   82.3%

   z 4.20
6. 6
   Kavya Thapar
   81.8%

   z 4.16
7. 7
   Priya Prakash Varrier
   80.9%

   z 4.09
8. 8
   Parkash Kaur
   79.9%

   z 4.02
9. 9
   Kratika Sengar
   63.8%

   z 3.84
10. 10
    Roland Gift
    54.5%

    z 3.74
11. 11
    Shalini Pandey
    51.9%

    z 3.71
12. 12
    Vicky Chen
    51.8%

    z 3.71
13. 13
    yasin zahedi
    48.8%

    z 3.68
14. 14
    Sajjad Delafrooz
    47.8%

    z 3.65
15. 15
    Thanh Hương
    47.3%

    z 3.62
16. 16
    Kubra Sait
    46.6%

    z 3.58
17. 17
    Dinu Lipatti
    46.5%

    z 3.57
18. 18
    Matt Damon
    46.2%

    z 3.55
19. 19
    Isha Rikhi
    46.1%

    z 3.54
20. 20
    Richard Gutierrez
    45.5%

    z 3.50
21. 21
    Priya Anand
    45.5%

    z 3.50
22. 22
    Lee Ha-nee
    45.4%

    z 3.50
23. 23
    Richard Roundtree
    44.7%

    z 3.45
24. 24
    Payal Rajput
    44%

    z 3.41
25. 25
    Xiao Zhan
    43.9%

    z 3.40
26. 26
    Anita Rani
    43.9%

    z 3.40
27. 27
    Seema Bhargav
    43.5%

    z 3.38
28. 28
    Hong Ah-reum
    42.8%

    z 3.33
29. 29
    Genelia D'Souza
    42.7%

    z 3.32
30. 30
    Parvin Dabas
    42.3%

    z 3.30
31. 31
    Sreeleela
    42.2%

    z 3.29
32. 32
    Umar Johnson
    42%

    z 3.27
33. 33
    Jiiva
    41.9%

    z 3.27
34. 34
    Ashika Ranganath
    41.8%

    z 3.27
35. 35
    T.O.P
    41.8%

    z 3.27
36. 36
    Rob Van Dam
    41.8%

    z 3.26
37. 37
    Langley Fox Hemingway
    41.7%

    z 3.26
38. 38
    Mandana Karimi
    41.7%

    z 3.26
39. 39
    Júlio Pereira
    41.6%

    z 3.25
40. 40
    Mashannoad Suvanamas
    41.5%

    z 3.24
41. 41
    Tipnaree Weerawatnodom
    41.2%

    z 3.23
42. 42
    Florian Philippot
    41.1%

    z 3.22
43. 43
    Divyansha Kaushik
    41%

    z 3.21
44. 44
    Aarti Chhabria
    40.9%

    z 3.21
45. 45
    Ten Yamasaki
    40.7%

    z 3.19
46. 46
    Kimberly Marie Freeman
    40.7%

    z 3.19
47. 47
    Hong Ling
    40.6%

    z 3.19
48. 48
    Mohamed Simakan
    40.6%

    z 3.19
49. 49
    Sam Brownback
    40.5%

    z 3.18
50. 50
    Tina Majorino
    40%

    z 3.15