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Papers Benchmarks Datasets Tasks

CNS tumor classification research benchmarks · SOTA2 Research

CNS tumor classification

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

60Ependymoma F1

17

May 26, 2026

TCGA Adult Glioma cohort

87.1F1 (LG)

5

May 26, 2026

Clinical cohort

SRP + Multinomial Logistic Regression

86.87Accuracy

1

Jul 3, 2026

Reference cohort (3-fold CV)

SRP + Multinomial Logistic Regression

96.58Accuracy

1

Jul 3, 2026

Popular datasets

TCGA Clinical Cohort PBT Reference cohort

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