Madhubala: 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
   Naima Akef
   95.8%

   z 5.93
2. 2
   Shashikala
   93.9%

   z 5.57
3. 3
   Meena Kumari
   92.7%

   z 5.35
4. 4
   Tina Ambani
   87.8%

   z 4.65
5. 5
   Sivaji Ganesan
   86.5%

   z 4.54
6. 6
   Polly Moran
   85.9%

   z 4.50
7. 7
   Geeta Bali
   85.8%

   z 4.49
8. 8
   M. G. Ramachandran
   85.3%

   z 4.45
9. 9
   Nanda
   85.2%

   z 4.44
10. 10
    Om Puri
    84.4%

    z 4.37
11. 11
    John Halliday
    84.3%

    z 4.36
12. 12
    Pushpavalli
    83.2%

    z 4.27
13. 13
    Manoj Kumar
    82.5%

    z 4.22
14. 14
    Adele Archer
    82.3%

    z 4.20
15. 15
    Bina Rai
    81.9%

    z 4.18
16. 16
    Sobhan Babu
    80%

    z 4.02
17. 17
    Moushumi Chatterjee
    78.4%

    z 4.00
18. 18
    Sunny Deol
    73.4%

    z 3.94
19. 19
    Anjana Mumtaz
    73.3%

    z 3.94
20. 20
    Alain Bashung
    73%

    z 3.94
21. 21
    Kim Joo-hyuk
    72.1%

    z 3.93
22. 22
    Aiko Mimasu
    66.7%

    z 3.87
23. 23
    Suchitra Bandekar
    64.3%

    z 3.85
24. 24
    Umm Kulthum
    63.9%

    z 3.84
25. 25
    Reena Roy
    63.1%

    z 3.83
26. 26
    Vinod Khanna
    60.1%

    z 3.80
27. 27
    Ashwini Bhave
    59.3%

    z 3.79
28. 28
    Amitabh Bachchan
    56.5%

    z 3.76
29. 29
    Saba Hameed
    55.3%

    z 3.75
30. 30
    Lee Changmin
    51.3%

    z 3.70
31. 31
    Kyōko Kagawa
    49.3%

    z 3.68
32. 32
    Cocona
    47.8%

    z 3.66
33. 33
    Park Hae-joon
    47.8%

    z 3.65
34. 34
    Gauahar Khan
    47.7%

    z 3.65
35. 35
    Lou Holtz
    47.6%

    z 3.64
36. 36
    Jaya Bachchan
    47.4%

    z 3.63
37. 37
    Aditi Arya
    47.2%

    z 3.62
38. 38
    Neeti Mohan
    47.1%

    z 3.61
39. 39
    Jimmy Durante
    46.8%

    z 3.59
40. 40
    Kishore Kumar
    46.7%

    z 3.58
41. 41
    Tabassum
    46.7%

    z 3.58
42. 42
    Aimi Satsukawa
    46.5%

    z 3.57
43. 43
    Anupam Kher
    46.5%

    z 3.57
44. 44
    Federico Castelluccio
    45.7%

    z 3.52
45. 45
    Adil Aouchiche
    45.5%

    z 3.51
46. 46
    Deborah Watling
    45.5%

    z 3.50
47. 47
    Yo Yo Honey Singh
    45.2%

    z 3.49
48. 48
    Hwang Kwanghee
    45.2%

    z 3.48
49. 49
    Rizwan Manji
    45.1%

    z 3.48
50. 50
    Faten Hamama
    45%

    z 3.47