Jannat Zubair Rahmani: 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
   Manushi Chhillar
   91.3%

   z 5.07
2. 2
   Digangana Suryavanshi
   88.6%

   z 4.72
3. 3
   Ileana D'Cruz
   85.3%

   z 4.45
4. 4
   Aima Baig
   83.3%

   z 4.29
5. 5
   Jayaram
   83.3%

   z 4.29
6. 6
   Nakuul Mehta
   82.2%

   z 4.20
7. 7
   Janhvi Kapoor
   81.1%

   z 4.11
8. 8
   Sanskruti Balgude
   80.5%

   z 4.05
9. 9
   Ana Caterina Morariu
   80.4%

   z 4.05
10. 10
    Maja Salvador
    80.2%

    z 4.03
11. 11
    Anu Aggarwal
    77%

    z 3.98
12. 12
    Yasmien Kurdi
    69.9%

    z 3.91
13. 13
    Meera Chopra
    66.9%

    z 3.87
14. 14
    Nie Yuan
    66.8%

    z 3.87
15. 15
    Yuki Kato
    60.9%

    z 3.81
16. 16
    Nitanshi Goel
    58.6%

    z 3.78
17. 17
    Tamannaah Bhatia
    58.6%

    z 3.78
18. 18
    Elinor Crawley
    57.1%

    z 3.77
19. 19
    Zhu Zhengting
    57%

    z 3.77
20. 20
    Mawra Hocane
    53%

    z 3.72
21. 21
    Mrunal Thakur
    51.6%

    z 3.71
22. 22
    Oviya
    50.5%

    z 3.69
23. 23
    Rashmi Gautam
    49.9%

    z 3.69
24. 24
    Ma Ke
    48.1%

    z 3.67
25. 25
    Nabha Natesh
    47.6%

    z 3.64
26. 26
    Anikha Surendran
    47.3%

    z 3.62
27. 27
    Utkarsh Sharma
    47.2%

    z 3.62
28. 28
    Manjari Phadnis
    46.6%

    z 3.57
29. 29
    Navdeep
    46.2%

    z 3.55
30. 30
    Leena Jumani
    45.5%

    z 3.51
31. 31
    Ji Hyeon-u
    45.4%

    z 3.50
32. 32
    Jamie Lever
    45%

    z 3.47
33. 33
    Dado Coletti
    44.9%

    z 3.46
34. 34
    Ruby Cruz
    44.8%

    z 3.46
35. 35
    Tony Jaa
    44.6%

    z 3.45
36. 36
    Vidya Malvade
    44.6%

    z 3.44
37. 37
    Marlene Favela
    44.4%

    z 3.44
38. 38
    Sakina Jaffrey
    44.2%

    z 3.42
39. 39
    Bea Alonzo
    43.4%

    z 3.37
40. 40
    Adah Sharma
    43.4%

    z 3.37
41. 41
    Irina Antonenko
    43.1%

    z 3.35
42. 42
    Yuvika Chaudhary
    43%

    z 3.34
43. 43
    Sunaina
    42.8%

    z 3.33
44. 44
    Fish Liew
    42.4%

    z 3.31
45. 45
    Maiara Walsh
    42.3%

    z 3.29
46. 46
    Max Verstappen
    42.1%

    z 3.29
47. 47
    Lily Gladstone
    42.1%

    z 3.28
48. 48
    Soundarya Sharma
    41.8%

    z 3.27
49. 49
    Gigi De Lana
    41.7%

    z 3.26
50. 50
    Ajay Devgn
    41.5%

    z 3.24