Simone Ashley: 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
   Shwetha Menon
   90%

   z 4.84
2. 2
   Ellen Rocche
   86.4%

   z 4.54
3. 3
   Shakira Caine
   84.1%

   z 4.35
4. 4
   Mila Kunis
   83.6%

   z 4.31
5. 5
   Aiysha Hart
   83.1%

   z 4.27
6. 6
   Kavya Thapar
   82.8%

   z 4.25
7. 7
   Kelly Carlson
   82.1%

   z 4.19
8. 8
   Shraddha Srinath
   82.1%

   z 4.19
9. 9
   Tia Bajpai
   80.3%

   z 4.04
10. 10
    Ariana DeBose
    78.7%

    z 4.00
11. 11
    Adah Sharma
    68.9%

    z 3.90
12. 12
    Alexander Isak
    64.8%

    z 3.85
13. 13
    Jota
    62.9%

    z 3.83
14. 14
    Lilly Singh
    58%

    z 3.78
15. 15
    Samantha Barks
    57.9%

    z 3.78
16. 16
    Paulo Dybala
    51.9%

    z 3.71
17. 17
    Mackenyu
    48%

    z 3.66
18. 18
    Becky Lynch
    47.1%

    z 3.61
19. 19
    Todd McFarlane
    46.9%

    z 3.59
20. 20
    Adeline Rudolph
    46.8%

    z 3.59
21. 21
    Atomu Mizuishi
    46.6%

    z 3.58
22. 22
    Cherry Ngan
    46.6%

    z 3.58
23. 23
    Freema Agyeman
    45.9%

    z 3.53
24. 24
    Dinesh D'Souza
    45.5%

    z 3.51
25. 25
    Swasti Mehul
    45.4%

    z 3.50
26. 26
    Arjun Ashokan
    45.2%

    z 3.49
27. 27
    Manushi Chhillar
    45.1%

    z 3.48
28. 28
    Sammy Leung
    45.1%

    z 3.48
29. 29
    Geraldine Viswanathan
    44.5%

    z 3.44
30. 30
    Ciara
    44.1%

    z 3.42
31. 31
    Rachel Gupta
    44%

    z 3.41
32. 32
    Chevy Chase
    44%

    z 3.41
33. 33
    Neel Sethi
    43.6%

    z 3.38
34. 34
    Philipp Kirkorov
    43.4%

    z 3.37
35. 35
    Zoa Morani
    43.4%

    z 3.37
36. 36
    Kerri Kendall
    43.3%

    z 3.37
37. 37
    Tom Daley
    43.3%

    z 3.36
38. 38
    Gaurav Tiwari
    43.1%

    z 3.35
39. 39
    Ammy Virk
    43.1%

    z 3.35
40. 40
    Park Ji-sung
    43.1%

    z 3.35
41. 41
    Surbhi Jyoti
    43%

    z 3.35
42. 42
    Yukiyoshi Ozawa
    42.7%

    z 3.33
43. 43
    Whitney Peak
    42.7%

    z 3.32
44. 44
    Michelle Jenner
    42.6%

    z 3.32
45. 45
    Céline Dion
    42.4%

    z 3.30
46. 46
    Nathalie Emmanuel
    42.3%

    z 3.30
47. 47
    Preta Gil
    42.2%

    z 3.29
48. 48
    Priya Anand
    42%

    z 3.28
49. 49
    Agnez Mo
    42%

    z 3.28
50. 50
    Karol G
    41.9%

    z 3.27