# Seizure Prediction on Melbourne-University Challenge Patients (test)

Source: [Seizure Prediction on Melbourne-University Challenge Patients (test)](<https://www.sota2.com/research/sota/seizure-prediction-on-melbourne-university-challenge-patients-test>)

Collection index: [llms.txt](<https://www.sota2.com/research/llms.txt>)

Data updated: 2026-02-26T05:25:24.776Z

Evaluation of seizure prediction models using the test split of the Melbourne-University Seizure Prediction Challenge, reporting AUC scores for individual patients (Patient 1, 2, and 3).

A research result applies to its stated dataset, split, metric and evaluation configuration. Compare like-for-like settings, preserve the metric's unit and direction, and distinguish paper-reported results from independent reproduction. The best result recorded here is not a claim of exhaustive, current global coverage.

| Scope | Recorded value |
| --- | --- |
| Task | Seizure Prediction |
| Dataset (including any stated split) | Dataset 2 Patients Melbourne-University Seizure Prediction Challenge (test) |
| Metric | AUC Patient 1 |
| Unit | SCALAR |
| Direction | Higher is better |
| Results loaded | 2 of 2 |
| Coverage | All results currently returned for this benchmark |

Evaluation settings may differ between results. The original papers and recorded configurations are needed to establish comparability. A shared metric name alone does not establish an identical protocol.

## Metrics

- [AUC Patient 1](<https://www.sota2.com/research/sota/seizure-prediction-on-melbourne-university-challenge-patients-test.md?metric=AUC%20Patient%201>): Higher is better; unit: SCALAR.

- [AUC Patient 2](<https://www.sota2.com/research/sota/seizure-prediction-on-melbourne-university-challenge-patients-test.md?metric=AUC%20Patient%202>): Higher is better; unit: SCALAR.

- [AUC Patient 3](<https://www.sota2.com/research/sota/seizure-prediction-on-melbourne-university-challenge-patients-test.md?metric=AUC%20Patient%203>): Higher is better; unit: SCALAR.

## Recorded results

| Method | AUC Patient 1 | Result date | Report paper |
| --- | --- | --- | --- |
| winning solution \[23\] | 0.552 | Not recorded | 68fa5f491e209131ce9e8bb4 |
| Proposed Method | 0.252 | Not recorded | 68fa5f491e209131ce9e8bb4 |

### winning solution \[23\]

AUC Patient 1: 0.552. Result ID: 698bc0bb7a967eddb7711b8d.

[Reporting paper](<https://www.sota2.com/research/paper/68fa5f491e209131ce9e8bb4.md>)

Recorded evaluation configuration: {"Run selection":"Leaderboard score"}. This record does not assert independent reproduction.

### Proposed Method

AUC Patient 1: 0.252. Result ID: 698bc0bb7a967eddb7711b8c.

[Reporting paper](<https://www.sota2.com/research/paper/68fa5f491e209131ce9e8bb4.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa5f491e209131ce9e8bb4.md>)

Recorded evaluation configuration: {"Topology":"Topology 1","Run selection":"Best-performing run"}. This record does not assert independent reproduction.

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