Lin Chih-chien: 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
   Kim Dong-wook
   82.2%

   z 4.20
2. 2
   Tamzin Merchant
   81.3%

   z 4.12
3. 3
   Heo Jun
   77.3%

   z 3.99
4. 4
   Lee Ji-hoon
   75.9%

   z 3.97
5. 5
   Chen Hsin-hung
   74.9%

   z 3.96
6. 6
   Guillermo Angelelli
   67.8%

   z 3.88
7. 7
   Marilyn Manson
   66.5%

   z 3.87
8. 8
   Saki Nakajima
   64.1%

   z 3.84
9. 9
   Ella Emhoff
   58.1%

   z 3.78
10. 10
    Shō Miyake
    56.6%

    z 3.76
11. 11
    Beth Hall
    54.8%

    z 3.74
12. 12
    Dia Yiu Ming
    53.6%

    z 3.73
13. 13
    Susana Alexander
    52.3%

    z 3.71
14. 14
    Hiroto Izumi
    48.2%

    z 3.67
15. 15
    CHiCO
    47.9%

    z 3.66
16. 16
    Bob the Drag Queen
    47.3%

    z 3.62
17. 17
    Maye Musk
    47%

    z 3.60
18. 18
    Marisa Abela
    47%

    z 3.60
19. 19
    Daisy Fuentes
    46.6%

    z 3.57
20. 20
    Margaret Qualley
    46.4%

    z 3.56
21. 21
    Lúcia Moniz
    46.3%

    z 3.56
22. 22
    Yundi
    45.8%

    z 3.52
23. 23
    Ryusuke Taguchi
    45.7%

    z 3.52
24. 24
    Yang Tongshu
    45.4%

    z 3.50
25. 25
    Omar Epps
    45.1%

    z 3.48
26. 26
    Anri Sugihara
    45%

    z 3.47
27. 27
    Kim Min-joung
    44.8%

    z 3.46
28. 28
    Mia McKenna-Bruce
    44.8%

    z 3.46
29. 29
    Smita Patil
    44.8%

    z 3.46
30. 30
    Do Jong-hwan
    44.6%

    z 3.44
31. 31
    Ng Yip Kwan
    44.5%

    z 3.44
32. 32
    Kin'ya Kitaōji
    43.7%

    z 3.39
33. 33
    Dillon Francis
    43.6%

    z 3.38
34. 34
    Padma Lakshmi
    43.6%

    z 3.38
35. 35
    Li Xiang
    43.4%

    z 3.37
36. 36
    Ai Miyoshi
    43%

    z 3.35
37. 37
    Arnaud Kalimuendo
    42.9%

    z 3.34
38. 38
    Go Soo
    42.5%

    z 3.31
39. 39
    Jean Vigo
    42.5%

    z 3.31
40. 40
    Chad Johnson
    42.2%

    z 3.29
41. 41
    Donnie Yen
    42.2%

    z 3.29
42. 42
    Coco Hayashi
    42.1%

    z 3.29
43. 43
    Joyce Chan
    42.1%

    z 3.28
44. 44
    Qin Lan
    41.9%

    z 3.27
45. 45
    Yusuke Shirai
    41.9%

    z 3.27
46. 46
    Emma Meesseman
    41.1%

    z 3.22
47. 47
    Waa Wei
    41.1%

    z 3.22
48. 48
    Meng Wanzhou
    40.9%

    z 3.21
49. 49
    Kōtarō Kiyooka
    40.8%

    z 3.20
50. 50
    Jessica Hsuan
    40.8%

    z 3.20