Maryam Zakaria: 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
   Sadie Alexandru
   89.4%

   z 4.78
2. 2
   Laila Ali
   88%

   z 4.67
3. 3
   Hansika Motwani
   83.5%

   z 4.31
4. 4
   Shwetha Menon
   83.2%

   z 4.28
5. 5
   Swara Bhaskar
   82.3%

   z 4.20
6. 6
   Sukirti Kandpal
   81%

   z 4.10
7. 7
   Jessica Stroup
   80.3%

   z 4.04
8. 8
   Ai Nishida
   80.1%

   z 4.03
9. 9
   Mahima Chaudhry
   71.2%

   z 3.92
10. 10
    Thanapon Aiemkumchai
    70.9%

    z 3.92
11. 11
    Draya Michele
    68.8%

    z 3.89
12. 12
    Gayatri Joshi
    68%

    z 3.89
13. 13
    Rii Sen
    63.4%

    z 3.83
14. 14
    Aishwarya of Nepal
    60.5%

    z 3.80
15. 15
    Kiara Advani
    59.9%

    z 3.80
16. 16
    Tara
    58.1%

    z 3.78
17. 17
    Simran
    57.7%

    z 3.77
18. 18
    Xin Zhilei
    55.9%

    z 3.75
19. 19
    Zahia Dehar
    52.4%

    z 3.71
20. 20
    Neha Pendse
    52.1%

    z 3.71
21. 21
    Payal Kapadia
    51.6%

    z 3.71
22. 22
    Golden Brooks
    50.6%

    z 3.70
23. 23
    Nouva Monika Wahlgren
    48.9%

    z 3.68
24. 24
    Jung Ryeo-won
    47.3%

    z 3.62
25. 25
    Gautami Tadimalla
    47%

    z 3.60
26. 26
    Shannon Baker
    46.8%

    z 3.59
27. 27
    Ko So-young
    46.7%

    z 3.58
28. 28
    Kausalya
    46.7%

    z 3.58
29. 29
    Celina Jaitly
    45.9%

    z 3.53
30. 30
    Yaragudipati Venkata Mahalakshmi
    45.8%

    z 3.53
31. 31
    Alia Bhatt
    45.5%

    z 3.51
32. 32
    Clare Kramer
    44.3%

    z 3.42
33. 33
    Sonakshi Sinha
    44.3%

    z 3.42
34. 34
    Go Shiina
    44.2%

    z 3.42
35. 35
    Raja Chaudhary
    44.2%

    z 3.42
36. 36
    Sonia Agarwal
    43.7%

    z 3.39
37. 37
    Sarah Maestri
    43.3%

    z 3.36
38. 38
    Lena
    43.1%

    z 3.35
39. 39
    Kriti Kharbanda
    43%

    z 3.34
40. 40
    Aishwarya Ajit
    43%

    z 3.34
41. 41
    Suma Kanakala
    42.7%

    z 3.32
42. 42
    Ishita Dutta
    42.4%

    z 3.30
43. 43
    Heather Hemmens
    42.3%

    z 3.30
44. 44
    Song Hye-kyo
    42.1%

    z 3.28
45. 45
    Aditi Sharma
    41.9%

    z 3.27
46. 46
    Liza Koshy
    41.8%

    z 3.26
47. 47
    Shafaq Naaz
    41.6%

    z 3.25
48. 48
    Barkha Bisht
    41.4%

    z 3.24
49. 49
    Ana de la Reguera
    41.3%

    z 3.23
50. 50
    Surveen Chawla
    41.2%

    z 3.23