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For the 2025-26 school year, there are 5 public schools serving 2,472 students in Madisonville, TN (there are , serving 105 private students). 96% of all K-12 students in Madisonville, TN are educated in public schools (compared to the TN state average of 90%).

The top ranked public schools in Madisonville, TN are Madisonville Intermediate School, Sequoyah High School and Madisonville Middle School. Overall testing rank is based on a school's combined math and reading proficiency test score ranking.

Madisonville, TN public schools have an average math proficiency score of 21% (versus the Tennessee public school average of 34%), and reading proficiency score of 27% (versus the 37% statewide average). Schools in Madisonville have an average ranking of 2/10, which is in the bottom 50% of Tennessee public schools.

Minority enrollment is 12% of the student body (majority Hispanic), which is less than the Tennessee public school average of 43% (majority Black).