Ragini Sutradhar: 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
   Charmy Kaur
   90.2%

   z 4.88
2. 2
   Reem Sheikh
   90.1%

   z 4.85
3. 3
   Ashima Bhalla
   85.8%

   z 4.49
4. 4
   Jaya Ahsan
   85.7%

   z 4.48
5. 5
   Nayanthara
   85.7%

   z 4.48
6. 6
   Vimala Raman
   85%

   z 4.43
7. 7
   Monali Thakur
   83.7%

   z 4.32
8. 8
   Jaleel White
   83.6%

   z 4.31
9. 9
   Riythvika
   81%

   z 4.10
10. 10
    Ishita Dutta
    80.6%

    z 4.06
11. 11
    Mamta Mohandas
    75.5%

    z 3.97
12. 12
    Digangana Suryavanshi
    73.1%

    z 3.94
13. 13
    Kristian Alfonso
    68%

    z 3.89
14. 14
    Sudha Rani
    66.9%

    z 3.87
15. 15
    Ariela Barer
    62.6%

    z 3.83
16. 16
    Rose Matafeo
    57.6%

    z 3.77
17. 17
    Swastika Mukherjee
    54.6%

    z 3.74
18. 18
    Hio Miyazawa
    54.3%

    z 3.74
19. 19
    Shubra Aiyappa
    53.3%

    z 3.72
20. 20
    Kalaranjini
    50.8%

    z 3.70
21. 21
    Patina Miller
    47.3%

    z 3.62
22. 22
    Kelly Clarkson
    46.5%

    z 3.57
23. 23
    Aditi Sharma
    46.4%

    z 3.56
24. 24
    Sadie Frost
    46.3%

    z 3.56
25. 25
    Malhar Thakar
    46.3%

    z 3.56
26. 26
    Shafaq Naaz
    45.4%

    z 3.50
27. 27
    Kazumi Urano
    45.2%

    z 3.48
28. 28
    Anjali Devi
    45.1%

    z 3.48
29. 29
    Sreejita De
    44.5%

    z 3.44
30. 30
    Oviya
    44.5%

    z 3.44
31. 31
    Chandini Chowdary
    44.3%

    z 3.43
32. 32
    Neha Pendse
    43.8%

    z 3.39
33. 33
    Rose-Marie Precht
    43.7%

    z 3.39
34. 34
    Khushbu Sundar
    43.6%

    z 3.38
35. 35
    Gautami Tadimalla
    43.6%

    z 3.38
36. 36
    Eric Chou
    43.3%

    z 3.36
37. 37
    Laurence Fox
    43.3%

    z 3.36
38. 38
    Amina Satō
    43.1%

    z 3.35
39. 39
    Urvashi
    43.1%

    z 3.35
40. 40
    Toby Chan
    43.1%

    z 3.35
41. 41
    Lakshmi Menon
    42.9%

    z 3.34
42. 42
    Tanushree Dutta
    42.9%

    z 3.34
43. 43
    Sam Levinson
    42.8%

    z 3.33
44. 44
    Duncan Jones
    42.7%

    z 3.32
45. 45
    Georgia Harrison
    42.6%

    z 3.32
46. 46
    Eleanor Bron
    42.4%

    z 3.30
47. 47
    Erika Christensen
    42.3%

    z 3.30
48. 48
    Alicia Menendez
    41.5%

    z 3.24
49. 49
    Peyton Elizabeth Lee
    41.3%

    z 3.23
50. 50
    Nazriya Nazim
    41%

    z 3.21