Soundarya Sharma: 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
   Shoki Kasahara
   87.9%

   z 4.66
2. 2
   Humaima Malick
   87.8%

   z 4.65
3. 3
   Neel Sethi
   85.3%

   z 4.45
4. 4
   Anne Curtis
   80.9%

   z 4.09
5. 5
   Adah Sharma
   74%

   z 3.95
6. 6
   Sobhita Dhulipala
   70.2%

   z 3.91
7. 7
   Meera
   69.8%

   z 3.90
8. 8
   Radhika Madan
   68.7%

   z 3.89
9. 9
   Tridha Choudhury
   65.9%

   z 3.86
10. 10
    Mikey Madison
    60.1%

    z 3.80
11. 11
    Loreen
    54.6%

    z 3.74
12. 12
    Nathy Peluso
    52.7%

    z 3.72
13. 13
    Faria Abdullah
    49.6%

    z 3.68
14. 14
    Yoo Seung-ho
    47.6%

    z 3.64
15. 15
    Lynn Collins
    47.4%

    z 3.63
16. 16
    Valkyrae
    47.4%

    z 3.63
17. 17
    Danna García
    47.3%

    z 3.62
18. 18
    マイケル・ブーブレ
    47.1%

    z 3.61
19. 19
    Shannyn Sossamon
    46.5%

    z 3.57
20. 20
    Yūki Kaneko
    45.9%

    z 3.53
21. 21
    Vanessa Angel
    45.8%

    z 3.52
22. 22
    Helen
    45.4%

    z 3.50
23. 23
    Adarsh Gourav
    45.1%

    z 3.48
24. 24
    Sofia Carson
    45.1%

    z 3.48
25. 25
    Mrunal Thakur
    44.8%

    z 3.46
26. 26
    Jubin Nautiyal
    44.5%

    z 3.44
27. 27
    Poompat Iam-samang
    44.5%

    z 3.44
28. 28
    Vivian Lai
    44.4%

    z 3.44
29. 29
    Veena Malik
    43.8%

    z 3.40
30. 30
    Fukasaku Jesús
    43.7%

    z 3.39
31. 31
    Shō Aoyagi
    43.4%

    z 3.37
32. 32
    Ted Ligety
    43.1%

    z 3.35
33. 33
    Marvin Hamlisch
    42.7%

    z 3.33
34. 34
    Rawson Marshall Thurber
    42.7%

    z 3.32
35. 35
    Zahan Kapoor
    42.7%

    z 3.32
36. 36
    Normani
    42.6%

    z 3.32
37. 37
    May Calamawy
    42.5%

    z 3.31
38. 38
    Ramsha Khan
    42.5%

    z 3.31
39. 39
    Jasmine Sandlas
    42.4%

    z 3.30
40. 40
    Amruta Khanvilkar
    42.3%

    z 3.29
41. 41
    Sirilak Kwong
    42.2%

    z 3.29
42. 42
    Kaya Okuno
    42.1%

    z 3.28
43. 43
    Radha
    42%

    z 3.28
44. 44
    Katsumi Hyōdō
    42%

    z 3.28
45. 45
    Alex Bowman
    41.9%

    z 3.27
46. 46
    Jannat Zubair Rahmani
    41.8%

    z 3.27
47. 47
    María Becerra
    41.5%

    z 3.24
48. 48
    Jessy Mendiola
    41.5%

    z 3.24
49. 49
    Rana Azadivar
    41.3%

    z 3.23
50. 50
    Spice
    41.3%

    z 3.23