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Papers Benchmarks Datasets Tasks

Seizure Prediction research benchmarks · SOTA2 Research

Seizure Prediction

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Dataset II (Leave-One-Out Cross-Validation)

99.1Sensitivity

17

Feb 26, 2026

Kaggle/Melbourne University iEEG dataset Average 2016 (test)

Proposed Method

87.85Sensitivity

6

Feb 26, 2026

Kaggle Melbourne University iEEG dataset Patient 3 2016 (test)

Proposed Method

92.05Sensitivity

6

Feb 26, 2026

Kaggle Melbourne University iEEG dataset Patient 2 2016 (test)

Proposed Method

91.86Sensitivity

6

Feb 26, 2026

Kaggle/Melbourne University iEEG dataset Patient 1 2016 (test)

Proposed Method

82.92Sensitivity

6

Feb 26, 2026

Kaggle Melbourne University iEEG 2016 (test)

Top 10 Kaggle Scores (max)

0.854AUC

4

Feb 26, 2026

Dataset 2 Patients Melbourne-University Seizure Prediction Challenge (test)

winning solution [23]

0.552AUC Patient 1

2

Feb 26, 2026

Dataset 1 Dogs American Epilepsy Society (AES) Seizure Prediction Challenge (test)

winning solution [22]

0.938Dog 1 AUC

2

Feb 26, 2026

Popular datasets

Kaggle/Melbourne University iEEG dataset dataset Kaggle Melbourne University iEEG American Epilepsy Society Seizure Prediction Challenge Melbourne-University Seizure Prediction Challenge

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