Why the traditional face rating system is flawed

Tensor

Tensor

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A fundamental flaw within face ratings

The face rating system that is commonly used assesses:

- Harmony
- Angularity
- Dimorphism
- Features

Out of 10
and constitutes the final rating out of 10 as such:

(Harmony score/10 )*0,4
+ (angularity score/10)*0,2
+ (Dimorphism score/10)*0,2
+ (Features score/10)*0,2


(this may be off by a little bit feom what is used right now but is close enough and won't be a problem for the argument)

Now as for the individual categories there seems to be plenty of nuance going into constituting the scores out of 10.

For example all the measurements going into the harmony score, which all are (or should at least be) backed by studies.

Or looking at thousands of people, assessing each persons angularity and assuming a normal distrubution and creating a scale with indicators with that.

Same with dimorphism and features (where one can even go as far as rank every feature by itself first)

Now why is it that those different categories are weighted as such?

Well the aswer is:

There does not seem to be a good reason at all!

It's just because people thought it would make sense!


While we require studies made of specific facial measurements to introduce them to our formula to costitute the harmony score (that only constitutes 40% of the harmony score)

There is not absolutely nothing indicating that it should be done this way!

(Or at least I have not seen or heard of any, although I have not really looked into it:forcedsmile:. Please correct me if I'm wrong and just
babbling nonsese😭)


So how can it be EVERYONE is accepting it, using it and not even questioning it

I mean sure it is somewhat sensible but just assuming that harmony has double the weight of the other categories and the categories that are not harmony all hold the same weight is
completely arbitrary
(Even if lets say its slightly different there is no actual justification)


This should not be condoned in a space where people claim to perform completely objective face ratings, which are comoletely based on studies and "math"

And this does not even include that the division into the 4 different specific categories needs to be justified


(Now again please correct me if there is justification. I might just be a dumbass rambling at 3am :forcedsmile:)

Anyways thanks for reading.
While this might have sounded a little harsh I would seriously like to know info about it and please give your opinion on it :feelsyay:.


 
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👍
 
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very high iq post
 
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Image
 
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Thank you, it's 3am rn and this took way longer than I thought and I rlly need to sleeprn. Feel free to tag people who you think would like to read I dont even know who to tag anymlre
@i love my frenchie @chris34 @mohi_100
opinions?
 
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10/10 thread
 
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Very good observation. My theory is that since dimo, ang and misc can not be measured objectively, it's better to rate faces solely based on facial harmony. I also believe that a 10/10 face just hasn't been recorded so far
 
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dimo is literally just ang + misc it's such an unnecessary category and it's subjective since there are only a few male faces that can fit into that limiting range people use to judge the dimo on
 
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Very good observation. My theory is that since dimo, ang and misc can not be measured objectively, it's better to rate faces based solely on facial harmony. I also believe that a 10/10 face just hasn't been recorded so far
i cant even think of a person that gets near 10/10, i dont even believe that would be possible
 
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i cant even think of a person that gets near 10/10, i dont even believe that would be possible
They would mostly be faces on some renaissance era statues or paintings that could be considered that, at least for now
 
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They would mostly be faces on some renaissance era statues or paintings that could be considered that
people back then were 100% far more attractive then nowadays.
 
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mirin, unique take :(ditto):
 
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Idk I read half but I bookmarked cus imma read it later:Okay:
:feelsyay:
10/10 thread
Thank you bro:love:
Very good observation. My theory is that since dimo, ang and misc can not be measured objectively, it's better to rate faces solely based on facial harmony
I mean other things matter aswell. My problem isn't even that the other ones are diffucult to asses objectively but that there is no justification for the weighting of them and the division into such categories. Imo dimorphism should not be a category by itself or at the very least be weighted much less
. I also believe that a 10/10 face just hasn't been recorded so far
yes, ofc
dimo is literally just ang + misc it's such an unnecessary category and it's subjective since there are only a few male faces that can fit into that limiting range people use to judge the dimo on
Yoo I literally just said that aswell. Every single part of dimorphism is already included in the other categories. I would understand to treat it seperately aswell, but just as a way of giving the indicators more weight, not as a category as important as the other categories
i cant even think of a person that gets near 10/10, i dont even believe that would be possible
I mean depends on how near we are talking, but just from a statistical scale. The way we set it up sets the rarity of a 10/10 face to 1 in infinite poeple, making it impossible
mirin, unique take :(ditto):
Thank you:feelsyay:
 
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@hej1377
@notgraycel245969
@MouthBreathingElite
@Histy
@turkcelfatcel
 
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there is no justification for the weighting of them and the division into such categories
Absolutely, i obviously believe that harmony should be given more importance

dimorphism should not be a category by itself or at the very least be weighted much less
Completely agree. It might as well be categorized under sharp features
 
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tbh bro dnr but i repped for effort
I guess that works for me
Absolutely, i obviously believe that harmony should be given more importance
Maybe a little, but it would also automstically if we give dimo less important and adjust the rest.
I also think there is stuff missing in the system, like contours and shapes created

Completely agree. It might as well be categorized under sharp features
(y)
 
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They would mostly be faces on some renaissance era statues or paintings that could be considered that, at least for now
I dont think an objective 10/10 face is imaginable by man because you cant make up a new face
 
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I dont think an objective 10/10 face is imaginable by man because you cant make up a new face
True, but many artists back then put huge effort into crafting faces as harmonious as possible. Obviously they didn’t have knowledge of the actual ideal ratios
 
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@Aryan Incel
@Orka
@thecel
@Zagro
@Fridx
 
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A fundamental flaw within face ratings

The face rating system that is commonly used assesses:

- Harmony
- Angularity
- Dimorphism
- Features

Out of 10
and constitutes the final rating out of 10 as such:

(Harmony score/10 )*0,4
+ (angularity score/10)*0,2
+ (Dimorphism score/10)*0,2
+ (Features score/10)*0,2


(this may be off by a little bit feom what is used right now but is close enough and won't be a problem for the argument)

Now as for the individual categories there seems to be plenty of nuance going into constituting the scores out of 10.

For example all the measurements going into the harmony score, which all are (or should at least be) backed by studies.

Or looking at thousands of people, assessing each persons angularity and assuming a normal distrubution and creating a scale with indicators with that.

Same with dimorphism and features (where one can even go as far as rank every feature by itself first)

Now why is it that those different categories are weighted as such?

Well the aswer is:

There does not seem to be a good reason at all!

It's just because people thought it would make sense!


While we require studies made of specific facial measurements to introduce them to our formula to costitute the harmony score (that only constitutes 40% of the harmony score)

There is not absolutely nothing indicating that it should be done this way!

(Or at least I have not seen or heard of any, although I have not really looked into it:forcedsmile:. Please correct me if I'm wrong and just
babbling nonsese😭)


So how can it be EVERYONE is accepting it, using it and not even questioning it

I mean sure it is somewhat sensible but just assuming that harmony has double the weight of the other categories and the categories that are not harmony all hold the same weight is
completely arbitrary
(Even if lets say its slightly different there is no actual justification)


This should not be condoned in a space where people claim to perform completely objective face ratings, which are comoletely based on studies and "math"

And this does not even include that the division into the 4 different specific categories needs to be justified


(Now again please correct me if there is justification. I might just be a dumbass rambling at 3am :forcedsmile:)

Anyways thanks for reading.
While this might have sounded a little harsh I would seriously like to know info about it and please give your opinion on it :feelsyay:.
Good thread :Comfi::Comfi:
 
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True, but many artists back then put huge effort into crafting faces as harmonious as possible. Obviously they didn’t have knowledge of the actual ideal ratios
This is a good point
 
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Actually a great post

Ive also always wondered why dimo is a straight 2d line when it comes to rating when more dimo doesn't always equall better and we know optimal dimo for slaying is just moderately above average
 
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Actually a great post
Thank you!
Ive also always wondered why dimo is a straight 2d line when it comes to rating when more dimo doesn't always equall better and we know optimal dimo for slaying is just moderately above average
True, I agree.
Also dimorphism is already accounted for with the other categories to a large extend, so are you not "counting it twice" when having it seperately aswell?
Giving it 20%, the same as features, seems ridiculous, especially with that
 
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A fundamental flaw within face ratings

The face rating system that is commonly used assesses:

- Harmony
- Angularity
- Dimorphism
- Features

Out of 10
and constitutes the final rating out of 10 as such:

(Harmony score/10 )*0,4
+ (angularity score/10)*0,2
+ (Dimorphism score/10)*0,2
+ (Features score/10)*0,2


(this may be off by a little bit feom what is used right now but is close enough and won't be a problem for the argument)

Now as for the individual categories there seems to be plenty of nuance going into constituting the scores out of 10.

For example all the measurements going into the harmony score, which all are (or should at least be) backed by studies.

Or looking at thousands of people, assessing each persons angularity and assuming a normal distrubution and creating a scale with indicators with that.

Same with dimorphism and features (where one can even go as far as rank every feature by itself first)

Now why is it that those different categories are weighted as such?

Well the aswer is:

There does not seem to be a good reason at all!

It's just because people thought it would make sense!


While we require studies made of specific facial measurements to introduce them to our formula to costitute the harmony score (that only constitutes 40% of the harmony score)

There is not absolutely nothing indicating that it should be done this way!

(Or at least I have not seen or heard of any, although I have not really looked into it:forcedsmile:. Please correct me if I'm wrong and just
babbling nonsese😭)


So how can it be EVERYONE is accepting it, using it and not even questioning it

I mean sure it is somewhat sensible but just assuming that harmony has double the weight of the other categories and the categories that are not harmony all hold the same weight is
completely arbitrary
(Even if lets say its slightly different there is no actual justification)


This should not be condoned in a space where people claim to perform completely objective face ratings, which are comoletely based on studies and "math"

And this does not even include that the division into the 4 different specific categories needs to be justified


(Now again please correct me if there is justification. I might just be a dumbass rambling at 3am :forcedsmile:)

Anyways thanks for reading.
While this might have sounded a little harsh I would seriously like to know info about it and please give your opinion on it :feelsyay:.
Every molecule read mirin thread
 
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Even tho i read everything i still dont get can we get a tl:dr?:forcedsmile:
(y)
Niggas are focusing on the smallest bullshit while the framework is flawed
 
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@hej1377
@notgraycel245969
@MouthBreathingElite
@Histy
@turkcelfatcel
You should tag actual good raters as well
@Klasik616 @zemult @greycel @Tigermoggerlol @KT-34
 
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You should tag actual good raters as well
@Klasik616 @zemult @greycel @Tigermoggerlol @KT-34
I don't know who is tbh:forcedsmile:
Thank you!
 
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@ybuyhgui @VampyrMaxx @jaaba @Bobbyrino @AscendingHero
 
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You should tag actual good raters as well
@Klasik616 @zemult @greycel @Tigermoggerlol @KT-34
I'm not that good of a rater I don't rank based on system I just rank based on what I think the person would be viewed
 
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I've always thought that these formulaic face ratings are stupid. There are more issues with it as well. The whole purpose for which these rating systems were created was to find a way to objectively assess how good looking and attractive someone truly is. You would assess different things and score them and then take the total composite score and place the evaluated person into a category (ranging from subhuman to chad) based on their score.

If these rating systems fulfilled their purpose, the entire "psl vs appeal" debate would not exist. There would be no
"He's HTN but has chadlite appeal irl" 🤓
That is assuming appeal is not conflated with SMV.

Now, about the formula itself. Not only are the weights for harmony, dimo, ang and misc completely arbitrary as you've said but each of these are arbitrary as well, even harmony. Yes, you can calculate the ratios and angles but who decides what ratio is more important than another? Why are there still debates like "is jaw or eye area more important?"

And then there's the fact that dimo ang and misc can't be measured objectively.

The formula also aims to be universal and assess people of different races and phenos but that is impossible. Obviously some phenos are much much better than others but it's like comparing apples to oranges. Each pheno should have its own formula.

Honestly the entire thing is just mental masturbation
 

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