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Student success prediction research benchmarks · SOTA2 Research

Student success prediction

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

OULAD t=56 days (strict LEAP)

D: EAV + ONNX DT

95.6Accuracy

7

Jun 30, 2026

OULAD t=14 days (strict LEAP)

D: EAV + ONNX DT

0.998Accuracy

7

Jun 30, 2026

OULAD t=49 days (strict LEAP)

84.06ROC-AUC

1

May 26, 2026

OULAD t=42 days (strict LEAP)

0.828ROC-AUC

1

May 26, 2026

OULAD t=35 days (strict LEAP)

82.12ROC-AUC

1

May 26, 2026

OULAD t=28 days (strict LEAP)

80.55ROC-AUC

1

May 26, 2026

OULAD t=21 days (strict LEAP)

78.51ROC-AUC

1

May 26, 2026

OULAD t=7 days (strict LEAP)

71.51ROC-AUC (t=7)

1

May 26, 2026

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