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Papers Benchmarks Datasets Tasks

Learner Performance Prediction research benchmarks · SOTA2 Research

Learner Performance Prediction

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

-0.001Log Miss (10%) AUC Change Ratio

18

Feb 26, 2026

0.5Time Cost

12

Feb 26, 2026

9.2Time Cost

11

Feb 26, 2026

DBE-KT22+ original and augmented (test)

85.16F1 Score

6

Jun 16, 2026

Popular datasets

SLP-Math DBE-KT ASSIST

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