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Papers Benchmarks Datasets Tasks

Student Action Prediction research benchmarks · SOTA2 Research

Student Action Prediction

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Biotechnology Student Logs

Collective Student Model

0.324Mean Error (t=0)

30

Feb 26, 2026

OULAD Overall Aggregate

Majority baseline

0Flip Rate

7

Jun 30, 2026

OULAD Day 112 temporal cutoff

D: EAV + ONNX DT

95.4Decision Accuracy

7

Jun 30, 2026

OULAD Day 28 temporal cutoff

F: EAV + XGBoost

98.5Decision Accuracy

7

Jun 30, 2026

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OULAD Biotechnology Student Logs

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