Ramya: 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
   Monica Bedi
   88.8%

   z 4.73
2. 2
   DJ Emenes
   86.6%

   z 4.55
3. 3
   Saiyami Kher
   86%

   z 4.51
4. 4
   Samyuktha
   82.8%

   z 4.24
5. 5
   Vasundhara Das
   82.6%

   z 4.23
6. 6
   Litton Das
   82.5%

   z 4.22
7. 7
   Saba Qamar
   82%

   z 4.18
8. 8
   Devon Aoki
   81.5%

   z 4.14
9. 9
   Dewi Persik
   81.3%

   z 4.12
10. 10
    Simran
    80.3%

    z 4.04
11. 11
    Rekhā
    80.2%

    z 4.03
12. 12
    Amit Mishra
    59%

    z 3.79
13. 13
    Harbhajan Singh
    58.4%

    z 3.78
14. 14
    Danielle Cormack
    56.3%

    z 3.76
15. 15
    Jimmy Shergill
    55.2%

    z 3.75
16. 16
    Amrapali Dubey
    53.7%

    z 3.73
17. 17
    Prachi Desai
    51.4%

    z 3.70
18. 18
    Anahita Afshar
    50.9%

    z 3.70
19. 19
    Phoemela Baranda
    48.8%

    z 3.68
20. 20
    Priya Bhavani Shankar
    48.7%

    z 3.67
21. 21
    Madhavi
    47.6%

    z 3.64
22. 22
    Angham
    47.2%

    z 3.61
23. 23
    Divyansha Kaushik
    46.3%

    z 3.56
24. 24
    Manju Warrier
    46.3%

    z 3.55
25. 25
    Tamannaah Bhatia
    46%

    z 3.54
26. 26
    Vaani Kapoor
    45.4%

    z 3.50
27. 27
    Khalifa Belqasim Haftar
    45.1%

    z 3.48
28. 28
    Manjula Ghattamaneni
    45%

    z 3.47
29. 29
    Hadley Fraser
    44.4%

    z 3.44
30. 30
    Gilbert Gottfried
    44.4%

    z 3.43
31. 31
    Kristin Sutton
    44.2%

    z 3.42
32. 32
    Hiroyuki Nishimura
    44.1%

    z 3.41
33. 33
    Sudha Kongara Prasad
    43.8%

    z 3.40
34. 34
    Sridevi
    43.5%

    z 3.37
35. 35
    Koreyoshi Kurahara
    43.3%

    z 3.36
36. 36
    R. Madhavan
    43.3%

    z 3.36
37. 37
    Moon Chae-won
    43.1%

    z 3.35
38. 38
    Shiney Ahuja
    42.3%

    z 3.30
39. 39
    Tomoya Kanki
    41.9%

    z 3.27
40. 40
    Gerli Padar
    41.9%

    z 3.27
41. 41
    Mrinal Dev-Kulkarni
    41.8%

    z 3.27
42. 42
    Pragya Jaiswal
    41.8%

    z 3.26
43. 43
    Reb Beach
    41.7%

    z 3.26
44. 44
    Rahul Bose
    41.3%

    z 3.23
45. 45
    Alex Graves
    41.3%

    z 3.23
46. 46
    Urvashi Dholakia
    41.1%

    z 3.22
47. 47
    Arnon Grunberg
    40.8%

    z 3.20
48. 48
    Sam Coffey
    40.8%

    z 3.20
49. 49
    Nishanth Sagar
    40.6%

    z 3.19
50. 50
    John Gallagher, Jr.
    40.5%

    z 3.18