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The phrase "are ranked based on" is correct and usable in written English.
You can use it when discussing criteria or factors that determine the ranking of items, individuals, or entities.
Example: "The candidates are ranked based on their qualifications and experience."
Alternatives: "are classified according to" or "are evaluated based on".
Exact(57)
Models are ranked based on the overall performance index (OPI).
These GMPEs are ranked based on Log-Likelihood (LLH) values.
4. Citizens are ranked based on their proximity to dying for their country.
The remaining feasible solutions are ranked based on smallest optimum thickness, peak deceleration or absorber mass.
Then, these factors are ranked based on data collected in a questionnaire survey.
The geometric and flow parameters are optimized and the parameters are ranked based on the GRA.
Individuals are ranked based on their influence on the level of infectivity.
After a brief introduction, users submit questions, which are ranked based on users' up-or-down votes.
Similar(3)
The siRNA targets are ranked based on this index [33].
The 500 model structures generated are ranked based on a computational function.
Potential regulators are ranked based on the importance score resulting from random forest (see Section 2.1).
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com